From 60450b6004247da65f272b497b9b42be04aff240 Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Wed, 30 Jul 2025 13:38:30 -0700
Subject: [PATCH 001/288] some comments about possible solutions

---
 subworkflows/local/bin_qc.nf | 18 +++++++++++-------
 1 file changed, 11 insertions(+), 7 deletions(-)

diff --git a/subworkflows/local/bin_qc.nf b/subworkflows/local/bin_qc.nf
index ef0267db0..ef4ae43eb 100644
--- a/subworkflows/local/bin_qc.nf
+++ b/subworkflows/local/bin_qc.nf
@@ -42,6 +42,7 @@ workflow BIN_QC {
     if (params.checkm_db) {
         ch_checkm_db = file(params.checkm_db, checkIfExists: true)
     }
+    // ? If we add params.additional_binqc_tools this would need an extra check
     else if (params.binqc_tool == 'checkm') {
         ch_checkm_db = [[id: 'checkm_db'], file(params.checkm_download_url, checkIfExists: true)]
         CHECKM_UNTAR(ch_checkm_db)
@@ -54,6 +55,7 @@ workflow BIN_QC {
     if (params.checkm2_db) {
         ch_checkm2_db = [[:], file(params.checkm2_db, checkIfExists: true)]
     }
+    // ? If we add params.additional_binqc_tools this would need an extra check
     else if (params.binqc_tool == 'checkm2') {
         CHECKM2_DATABASEDOWNLOAD(params.checkm2_db_version)
         ch_checkm2_db = CHECKM2_DATABASEDOWNLOAD.out.database
@@ -75,7 +77,7 @@ workflow BIN_QC {
      * Run QC tools
     ================================
      */
-
+    // ? If we add params.additional_binqc_tools this would need an extra check
     if (params.binqc_tool == "busco") {
         /*
          * BUSCO
@@ -95,7 +97,7 @@ workflow BIN_QC {
         }
 
         BUSCO_BUSCO(ch_bins, 'genome', params.busco_db_lineage, ch_busco_db, [], params.busco_clean)
-
+        // ? If we add params.additional_binqc_tools this would need an extra check to only run if params.binqc_tool
         ch_qc_summaries = BUSCO_BUSCO.out.batch_summary
             .map { _meta, summary -> [[id: 'busco'], summary] }
             .groupTuple()
@@ -104,6 +106,7 @@ workflow BIN_QC {
             BUSCO_BUSCO.out.short_summaries_txt.map { it[1] }.flatten()
         )
     }
+    // ? If we add params.additional_binqc_tools this would need an extra check
     else if (params.binqc_tool == "checkm") {
         /*
          * CheckM
@@ -128,7 +131,7 @@ workflow BIN_QC {
             }
 
         CHECKM_QA(ch_checkmqa_input, [])
-
+        // ? If we add params.additional_binqc_tools this would need an extra check to only run if params.binqc_tool
         ch_qc_summaries = CHECKM_QA.out.output
             .map { _meta, summary -> [[id: 'checkm'], summary] }
             .groupTuple()
@@ -137,12 +140,13 @@ workflow BIN_QC {
             CHECKM_QA.out.output.map { it[1] }.flatten()
         )
     }
+    // ? If we add params.additional_binqc_tools this would need an extra check
     else if (params.binqc_tool == "checkm2") {
         /*
          * CheckM2
          */
         CHECKM2_PREDICT(ch_input_bins_for_qc.groupTuple(), ch_checkm2_db)
-
+        // ? If we add params.additional_binqc_tools this would need an extra check to only run if params.binqc_tool
         ch_qc_summaries = CHECKM2_PREDICT.out.checkm2_tsv
             .map { _meta, summary -> [[id: 'checkm2'], summary] }
             .groupTuple()
@@ -179,7 +183,7 @@ workflow BIN_QC {
                 keepHeader: true,
                 storeDir: "${params.outdir}/GenomeBinning/QC/",
             )
-
+        // ? If we add params.additional_binqc_tools this would need an extra check
         if (params.binqc_tool == 'checkm') {
             ch_input_to_mergecheckm = GUNC_RUN.out.maxcss_level_tsv.combine(CHECKM_QA.out.output, by: 0)
 
@@ -196,12 +200,12 @@ workflow BIN_QC {
                 )
         }
     }
-
+    // ? Do we need something here too to do additional binqc tools? Maybe not?
     // Combine QC summaries (same process for all tools)
     CONCAT_BINQC_TSV(ch_qc_summaries, 'tsv', 'tsv')
     ch_qc_summary = CONCAT_BINQC_TSV.out.csv.map { _meta, summary -> summary }
     ch_versions = ch_versions.mix(CONCAT_BINQC_TSV.out.versions)
-
+    // ? Do we need something here too to do additional binqc tools?
     emit:
     qc_summary    = ch_qc_summary
     multiqc_files = ch_multiqc_files

From 985fd2d482f943fc8f75dc5e6eae7a70774e41dc Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 4 Aug 2025 14:17:00 -0700
Subject: [PATCH 002/288] added params.binqc_tool_extras

---
 nextflow.config | 1 +
 1 file changed, 1 insertion(+)

diff --git a/nextflow.config b/nextflow.config
index 4ea22a026..6b12bcbdf 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -144,6 +144,7 @@ params {
     // Bin QC
     skip_binqc                           = false
     binqc_tool                           = 'busco'
+    binqc_tool_extras                    = null          // list [busco, checkm, checkm2]
     busco_db                             = null
     busco_db_lineage                     = 'auto'
     save_busco_db                        = false

From a6d6427e2dab4b166355da7f4b120d5451c5e084 Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 4 Aug 2025 15:01:56 -0700
Subject: [PATCH 003/288] change to run if tools in params.binqc_tool_extras

---
 subworkflows/local/bin_qc.nf | 32 +++++++++++++++++++-------------
 1 file changed, 19 insertions(+), 13 deletions(-)

diff --git a/subworkflows/local/bin_qc.nf b/subworkflows/local/bin_qc.nf
index ef4ae43eb..879d065ad 100644
--- a/subworkflows/local/bin_qc.nf
+++ b/subworkflows/local/bin_qc.nf
@@ -78,7 +78,7 @@ workflow BIN_QC {
     ================================
      */
     // ? If we add params.additional_binqc_tools this would need an extra check
-    if (params.binqc_tool == "busco") {
+    if (params.binqc_tool == "busco" || "busco" in params.binqc_tool_extras) {
         /*
          * BUSCO
          */
@@ -98,16 +98,18 @@ workflow BIN_QC {
 
         BUSCO_BUSCO(ch_bins, 'genome', params.busco_db_lineage, ch_busco_db, [], params.busco_clean)
         // ? If we add params.additional_binqc_tools this would need an extra check to only run if params.binqc_tool
-        ch_qc_summaries = BUSCO_BUSCO.out.batch_summary
-            .map { _meta, summary -> [[id: 'busco'], summary] }
-            .groupTuple()
+        if (params.binqc_tool == "busco") {
+            ch_qc_summaries = BUSCO_BUSCO.out.batch_summary
+                .map { _meta, summary -> [[id: 'busco'], summary] }
+                .groupTuple()
+        }
         ch_versions = ch_versions.mix(BUSCO_BUSCO.out.versions.first())
         ch_multiqc_files = ch_multiqc_files.mix(
             BUSCO_BUSCO.out.short_summaries_txt.map { it[1] }.flatten()
         )
     }
     // ? If we add params.additional_binqc_tools this would need an extra check
-    else if (params.binqc_tool == "checkm") {
+    if (params.binqc_tool == "checkm" || "checkm" in params.binqc_tool_extras) {
         /*
          * CheckM
          */
@@ -132,24 +134,28 @@ workflow BIN_QC {
 
         CHECKM_QA(ch_checkmqa_input, [])
         // ? If we add params.additional_binqc_tools this would need an extra check to only run if params.binqc_tool
-        ch_qc_summaries = CHECKM_QA.out.output
-            .map { _meta, summary -> [[id: 'checkm'], summary] }
-            .groupTuple()
+        if (params.binqc_tool == "checkm") {
+            ch_qc_summaries = CHECKM_QA.out.output
+                .map { _meta, summary -> [[id: 'checkm'], summary] }
+                .groupTuple()
+        }
         ch_versions = ch_versions.mix(CHECKM_QA.out.versions.first())
         ch_multiqc_files = ch_multiqc_files.mix(
             CHECKM_QA.out.output.map { it[1] }.flatten()
         )
     }
     // ? If we add params.additional_binqc_tools this would need an extra check
-    else if (params.binqc_tool == "checkm2") {
+    if (params.binqc_tool == "checkm2" || "checkm2" in params.binqc_tool_extras) {
         /*
          * CheckM2
          */
         CHECKM2_PREDICT(ch_input_bins_for_qc.groupTuple(), ch_checkm2_db)
         // ? If we add params.additional_binqc_tools this would need an extra check to only run if params.binqc_tool
-        ch_qc_summaries = CHECKM2_PREDICT.out.checkm2_tsv
-            .map { _meta, summary -> [[id: 'checkm2'], summary] }
-            .groupTuple()
+         if (params.binqc_tool == "checkm2") {
+            ch_qc_summaries = CHECKM2_PREDICT.out.checkm2_tsv
+                .map { _meta, summary -> [[id: 'checkm2'], summary] }
+                .groupTuple()
+         }
         ch_versions = ch_versions.mix(CHECKM2_PREDICT.out.versions.first())
         ch_multiqc_files = ch_multiqc_files.mix(
             CHECKM2_PREDICT.out.checkm2_tsv.map { it[1] }.flatten()
@@ -184,7 +190,7 @@ workflow BIN_QC {
                 storeDir: "${params.outdir}/GenomeBinning/QC/",
             )
         // ? If we add params.additional_binqc_tools this would need an extra check
-        if (params.binqc_tool == 'checkm') {
+        if (params.binqc_tool == 'checkm' || "checkm" in params.binqc_tool_extras) {
             ch_input_to_mergecheckm = GUNC_RUN.out.maxcss_level_tsv.combine(CHECKM_QA.out.output, by: 0)
 
             GUNC_MERGECHECKM(ch_input_to_mergecheckm)

From 89503cbcbbe1f665ac0834ba1c8a04fe13cac8b2 Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 4 Aug 2025 15:12:19 -0700
Subject: [PATCH 004/288] updated schema

---
 nextflow_schema.json | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index d8cdc1da5..284c36890 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -869,6 +869,11 @@
                     "description": "Specify which tool for bin quality-control validation to use.",
                     "enum": ["busco", "checkm", "checkm2"]
                 },
+                "binqc_tool_extras": {
+                    "type": "string",
+                    "description": "Comma-separated list of additional bin QC tools to run. These will not be added to the bin summary. (busco,checkm,checkm2)",
+                    "pattern": "^((busco|checkm|checkm2)?,?)*(?<!,)$"
+                },
                 "busco_db": {
                     "type": "string",
                     "description": "Download URL, local tar.gz archive, or local uncompressed directory for an *_odb10 or *_odb12 BUSCO lineage dataset.",

From fc9f07cdd0df31737d86ca48961994560ec8b465 Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 4 Aug 2025 16:23:53 -0700
Subject: [PATCH 005/288] split params.binqc_tool_extras into a list

---
 subworkflows/local/bin_qc.nf | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/subworkflows/local/bin_qc.nf b/subworkflows/local/bin_qc.nf
index 879d065ad..edcac5d84 100644
--- a/subworkflows/local/bin_qc.nf
+++ b/subworkflows/local/bin_qc.nf
@@ -24,6 +24,7 @@ workflow BIN_QC {
     ch_input_bins_for_qc = ch_bins.transpose()
     ch_versions = Channel.empty()
     ch_multiqc_files = Channel.empty()
+    binqc_tool_extras = params.binqc_tool_extras ? params.binqc_tool_extras.split(',') : []
 
 
     /*
@@ -78,7 +79,7 @@ workflow BIN_QC {
     ================================
      */
     // ? If we add params.additional_binqc_tools this would need an extra check
-    if (params.binqc_tool == "busco" || "busco" in params.binqc_tool_extras) {
+    if (params.binqc_tool == "busco" || "busco" in binqc_tool_extras) {
         /*
          * BUSCO
          */
@@ -109,7 +110,7 @@ workflow BIN_QC {
         )
     }
     // ? If we add params.additional_binqc_tools this would need an extra check
-    if (params.binqc_tool == "checkm" || "checkm" in params.binqc_tool_extras) {
+    if (params.binqc_tool == "checkm" || "checkm" in binqc_tool_extras) {
         /*
          * CheckM
          */
@@ -145,7 +146,7 @@ workflow BIN_QC {
         )
     }
     // ? If we add params.additional_binqc_tools this would need an extra check
-    if (params.binqc_tool == "checkm2" || "checkm2" in params.binqc_tool_extras) {
+    if (params.binqc_tool == "checkm2" || "checkm2" in binqc_tool_extras) {
         /*
          * CheckM2
          */
@@ -190,7 +191,7 @@ workflow BIN_QC {
                 storeDir: "${params.outdir}/GenomeBinning/QC/",
             )
         // ? If we add params.additional_binqc_tools this would need an extra check
-        if (params.binqc_tool == 'checkm' || "checkm" in params.binqc_tool_extras) {
+        if (params.binqc_tool == 'checkm' || "checkm" in binqc_tool_extras) {
             ch_input_to_mergecheckm = GUNC_RUN.out.maxcss_level_tsv.combine(CHECKM_QA.out.output, by: 0)
 
             GUNC_MERGECHECKM(ch_input_to_mergecheckm)

From fc4991184637c56ca724344b18fe9f643c99259c Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 4 Aug 2025 18:46:05 -0700
Subject: [PATCH 006/288] concat outputs from binqc_tool_extras tools

---
 subworkflows/local/bin_qc.nf | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/subworkflows/local/bin_qc.nf b/subworkflows/local/bin_qc.nf
index edcac5d84..8be4f0fad 100644
--- a/subworkflows/local/bin_qc.nf
+++ b/subworkflows/local/bin_qc.nf
@@ -8,6 +8,9 @@ include { CHECKM_QA                        } from '../../modules/nf-core/checkm/
 include { CHECKM_LINEAGEWF                 } from '../../modules/nf-core/checkm/lineagewf/main'
 include { CHECKM2_PREDICT                  } from '../../modules/nf-core/checkm2/predict/main'
 include { CSVTK_CONCAT as CONCAT_BINQC_TSV } from '../../modules/nf-core/csvtk/concat/main'
+include { CSVTK_CONCAT as CONCAT_BUSCO_TSV } from '../../modules/nf-core/csvtk/concat/main'
+include { CSVTK_CONCAT as CONCAT_CHECKM_TSV } from '../../modules/nf-core/csvtk/concat/main'
+include { CSVTK_CONCAT as CONCAT_CHECKM2_TSV } from '../../modules/nf-core/csvtk/concat/main'
 include { GUNC_DOWNLOADDB                  } from '../../modules/nf-core/gunc/downloaddb/main'
 include { GUNC_RUN                         } from '../../modules/nf-core/gunc/run/main'
 include { GUNC_MERGECHECKM                 } from '../../modules/nf-core/gunc/mergecheckm/main'
@@ -104,6 +107,12 @@ workflow BIN_QC {
                 .map { _meta, summary -> [[id: 'busco'], summary] }
                 .groupTuple()
         }
+        else {
+            busco_summaries = BUSCO_BUSCO.out.batch_summary
+                .map { _meta, summary -> [[id: 'busco'], summary] }
+                .groupTuple()
+            CONCAT_BUSCO_TSV(busco_summaries, 'tsv', 'tsv')
+        }
         ch_versions = ch_versions.mix(BUSCO_BUSCO.out.versions.first())
         ch_multiqc_files = ch_multiqc_files.mix(
             BUSCO_BUSCO.out.short_summaries_txt.map { it[1] }.flatten()
@@ -140,6 +149,12 @@ workflow BIN_QC {
                 .map { _meta, summary -> [[id: 'checkm'], summary] }
                 .groupTuple()
         }
+        else {
+            checkm_summaries = CHECKM_QA.out.output
+                .map { _meta, summary -> [[id: 'checkm'], summary] }
+                .groupTuple()
+            CONCAT_CHECKM_TSV(checkm_summaries, 'tsv', 'tsv')
+        }
         ch_versions = ch_versions.mix(CHECKM_QA.out.versions.first())
         ch_multiqc_files = ch_multiqc_files.mix(
             CHECKM_QA.out.output.map { it[1] }.flatten()
@@ -157,6 +172,12 @@ workflow BIN_QC {
                 .map { _meta, summary -> [[id: 'checkm2'], summary] }
                 .groupTuple()
          }
+         else {
+            checkm2_summaries = CHECKM2_PREDICT.out.checkm2_tsv
+                .map { _meta, summary -> [[id: 'checkm2'], summary] }
+                .groupTuple()
+            CONCAT_CHECKM2_TSV(checkm2_summaries, 'tsv', 'tsv')
+         }
         ch_versions = ch_versions.mix(CHECKM2_PREDICT.out.versions.first())
         ch_multiqc_files = ch_multiqc_files.mix(
             CHECKM2_PREDICT.out.checkm2_tsv.map { it[1] }.flatten()

From 9724454bbcd793db53a4452e026824e11caafa48 Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 4 Aug 2025 18:49:11 -0700
Subject: [PATCH 007/288] add binqc_tool_extras check for db downloads

---
 subworkflows/local/bin_qc.nf | 9 ++++-----
 1 file changed, 4 insertions(+), 5 deletions(-)

diff --git a/subworkflows/local/bin_qc.nf b/subworkflows/local/bin_qc.nf
index 8be4f0fad..9f830d437 100644
--- a/subworkflows/local/bin_qc.nf
+++ b/subworkflows/local/bin_qc.nf
@@ -47,10 +47,9 @@ workflow BIN_QC {
         ch_checkm_db = file(params.checkm_db, checkIfExists: true)
     }
     // ? If we add params.additional_binqc_tools this would need an extra check
-    else if (params.binqc_tool == 'checkm') {
-        ch_checkm_db = [[id: 'checkm_db'], file(params.checkm_download_url, checkIfExists: true)]
-        CHECKM_UNTAR(ch_checkm_db)
-        ch_checkm_db = CHECKM_UNTAR.out.untar.map { it[1] }
+    else if (params.binqc_tool == 'checkm' || "checkm" in binqc_tool_extras) {
+        ARIA2_UNTAR(params.checkm_download_url)
+        ch_checkm_db = ARIA2_UNTAR.out.downloaded_file
     }
     else {
         ch_checkm_db = []
@@ -60,7 +59,7 @@ workflow BIN_QC {
         ch_checkm2_db = [[:], file(params.checkm2_db, checkIfExists: true)]
     }
     // ? If we add params.additional_binqc_tools this would need an extra check
-    else if (params.binqc_tool == 'checkm2') {
+    else if (params.binqc_tool == 'checkm2' || "checkm2" in binqc_tool_extras) {
         CHECKM2_DATABASEDOWNLOAD(params.checkm2_db_version)
         ch_checkm2_db = CHECKM2_DATABASEDOWNLOAD.out.database
     }

From 4ad5b418f691b5794cbcd11edbb83db3774cd014 Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 4 Aug 2025 18:51:48 -0700
Subject: [PATCH 008/288] remove redudant comments

---
 subworkflows/local/bin_qc.nf | 11 -----------
 1 file changed, 11 deletions(-)

diff --git a/subworkflows/local/bin_qc.nf b/subworkflows/local/bin_qc.nf
index 9f830d437..1bed1a670 100644
--- a/subworkflows/local/bin_qc.nf
+++ b/subworkflows/local/bin_qc.nf
@@ -46,7 +46,6 @@ workflow BIN_QC {
     if (params.checkm_db) {
         ch_checkm_db = file(params.checkm_db, checkIfExists: true)
     }
-    // ? If we add params.additional_binqc_tools this would need an extra check
     else if (params.binqc_tool == 'checkm' || "checkm" in binqc_tool_extras) {
         ARIA2_UNTAR(params.checkm_download_url)
         ch_checkm_db = ARIA2_UNTAR.out.downloaded_file
@@ -58,7 +57,6 @@ workflow BIN_QC {
     if (params.checkm2_db) {
         ch_checkm2_db = [[:], file(params.checkm2_db, checkIfExists: true)]
     }
-    // ? If we add params.additional_binqc_tools this would need an extra check
     else if (params.binqc_tool == 'checkm2' || "checkm2" in binqc_tool_extras) {
         CHECKM2_DATABASEDOWNLOAD(params.checkm2_db_version)
         ch_checkm2_db = CHECKM2_DATABASEDOWNLOAD.out.database
@@ -80,7 +78,6 @@ workflow BIN_QC {
      * Run QC tools
     ================================
      */
-    // ? If we add params.additional_binqc_tools this would need an extra check
     if (params.binqc_tool == "busco" || "busco" in binqc_tool_extras) {
         /*
          * BUSCO
@@ -100,7 +97,6 @@ workflow BIN_QC {
         }
 
         BUSCO_BUSCO(ch_bins, 'genome', params.busco_db_lineage, ch_busco_db, [], params.busco_clean)
-        // ? If we add params.additional_binqc_tools this would need an extra check to only run if params.binqc_tool
         if (params.binqc_tool == "busco") {
             ch_qc_summaries = BUSCO_BUSCO.out.batch_summary
                 .map { _meta, summary -> [[id: 'busco'], summary] }
@@ -117,7 +113,6 @@ workflow BIN_QC {
             BUSCO_BUSCO.out.short_summaries_txt.map { it[1] }.flatten()
         )
     }
-    // ? If we add params.additional_binqc_tools this would need an extra check
     if (params.binqc_tool == "checkm" || "checkm" in binqc_tool_extras) {
         /*
          * CheckM
@@ -142,7 +137,6 @@ workflow BIN_QC {
             }
 
         CHECKM_QA(ch_checkmqa_input, [])
-        // ? If we add params.additional_binqc_tools this would need an extra check to only run if params.binqc_tool
         if (params.binqc_tool == "checkm") {
             ch_qc_summaries = CHECKM_QA.out.output
                 .map { _meta, summary -> [[id: 'checkm'], summary] }
@@ -159,13 +153,11 @@ workflow BIN_QC {
             CHECKM_QA.out.output.map { it[1] }.flatten()
         )
     }
-    // ? If we add params.additional_binqc_tools this would need an extra check
     if (params.binqc_tool == "checkm2" || "checkm2" in binqc_tool_extras) {
         /*
          * CheckM2
          */
         CHECKM2_PREDICT(ch_input_bins_for_qc.groupTuple(), ch_checkm2_db)
-        // ? If we add params.additional_binqc_tools this would need an extra check to only run if params.binqc_tool
          if (params.binqc_tool == "checkm2") {
             ch_qc_summaries = CHECKM2_PREDICT.out.checkm2_tsv
                 .map { _meta, summary -> [[id: 'checkm2'], summary] }
@@ -210,7 +202,6 @@ workflow BIN_QC {
                 keepHeader: true,
                 storeDir: "${params.outdir}/GenomeBinning/QC/",
             )
-        // ? If we add params.additional_binqc_tools this would need an extra check
         if (params.binqc_tool == 'checkm' || "checkm" in binqc_tool_extras) {
             ch_input_to_mergecheckm = GUNC_RUN.out.maxcss_level_tsv.combine(CHECKM_QA.out.output, by: 0)
 
@@ -227,12 +218,10 @@ workflow BIN_QC {
                 )
         }
     }
-    // ? Do we need something here too to do additional binqc tools? Maybe not?
     // Combine QC summaries (same process for all tools)
     CONCAT_BINQC_TSV(ch_qc_summaries, 'tsv', 'tsv')
     ch_qc_summary = CONCAT_BINQC_TSV.out.csv.map { _meta, summary -> summary }
     ch_versions = ch_versions.mix(CONCAT_BINQC_TSV.out.versions)
-    // ? Do we need something here too to do additional binqc tools?
     emit:
     qc_summary    = ch_qc_summary
     multiqc_files = ch_multiqc_files

From c0009747b5167c0933fd1dc911fea6f297be0130 Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 4 Aug 2025 21:18:35 -0700
Subject: [PATCH 009/288] change concat calls to .collectFile calls

---
 subworkflows/local/bin_qc.nf | 36 +++++++++++++++++++++---------------
 1 file changed, 21 insertions(+), 15 deletions(-)

diff --git a/subworkflows/local/bin_qc.nf b/subworkflows/local/bin_qc.nf
index 1bed1a670..b871c7f20 100644
--- a/subworkflows/local/bin_qc.nf
+++ b/subworkflows/local/bin_qc.nf
@@ -8,9 +8,6 @@ include { CHECKM_QA                        } from '../../modules/nf-core/checkm/
 include { CHECKM_LINEAGEWF                 } from '../../modules/nf-core/checkm/lineagewf/main'
 include { CHECKM2_PREDICT                  } from '../../modules/nf-core/checkm2/predict/main'
 include { CSVTK_CONCAT as CONCAT_BINQC_TSV } from '../../modules/nf-core/csvtk/concat/main'
-include { CSVTK_CONCAT as CONCAT_BUSCO_TSV } from '../../modules/nf-core/csvtk/concat/main'
-include { CSVTK_CONCAT as CONCAT_CHECKM_TSV } from '../../modules/nf-core/csvtk/concat/main'
-include { CSVTK_CONCAT as CONCAT_CHECKM2_TSV } from '../../modules/nf-core/csvtk/concat/main'
 include { GUNC_DOWNLOADDB                  } from '../../modules/nf-core/gunc/downloaddb/main'
 include { GUNC_RUN                         } from '../../modules/nf-core/gunc/run/main'
 include { GUNC_MERGECHECKM                 } from '../../modules/nf-core/gunc/mergecheckm/main'
@@ -103,10 +100,13 @@ workflow BIN_QC {
                 .groupTuple()
         }
         else {
-            busco_summaries = BUSCO_BUSCO.out.batch_summary
-                .map { _meta, summary -> [[id: 'busco'], summary] }
-                .groupTuple()
-            CONCAT_BUSCO_TSV(busco_summaries, 'tsv', 'tsv')
+            BUSCO_BUSCO.out.batch_summary
+                .map { _meta, busco_summary -> busco_summary }
+                .collectFile(
+                    name: "busco_summary.tsv",
+                    keepHeader: true,
+                    storeDir: "${params.outdir}/GenomeBinning/QC/",
+                )
         }
         ch_versions = ch_versions.mix(BUSCO_BUSCO.out.versions.first())
         ch_multiqc_files = ch_multiqc_files.mix(
@@ -143,10 +143,13 @@ workflow BIN_QC {
                 .groupTuple()
         }
         else {
-            checkm_summaries = CHECKM_QA.out.output
-                .map { _meta, summary -> [[id: 'checkm'], summary] }
-                .groupTuple()
-            CONCAT_CHECKM_TSV(checkm_summaries, 'tsv', 'tsv')
+            CHECKM_QA.out.output
+                .map { _meta, checkm_summary -> checkm_summary }
+                .collectFile(
+                    name: "checkm_summary.tsv",
+                    keepHeader: true,
+                    storeDir: "${params.outdir}/GenomeBinning/QC/",
+                )
         }
         ch_versions = ch_versions.mix(CHECKM_QA.out.versions.first())
         ch_multiqc_files = ch_multiqc_files.mix(
@@ -164,10 +167,13 @@ workflow BIN_QC {
                 .groupTuple()
          }
          else {
-            checkm2_summaries = CHECKM2_PREDICT.out.checkm2_tsv
-                .map { _meta, summary -> [[id: 'checkm2'], summary] }
-                .groupTuple()
-            CONCAT_CHECKM2_TSV(checkm2_summaries, 'tsv', 'tsv')
+            CHECKM2_PREDICT.out.checkm2_tsv
+                .map { _meta, checkm2_summary -> checkm2_summary }
+                .collectFile(
+                    name: "checkm2_summary.tsv",
+                    keepHeader: true,
+                    storeDir: "${params.outdir}/GenomeBinning/QC/",
+                )
          }
         ch_versions = ch_versions.mix(CHECKM2_PREDICT.out.versions.first())
         ch_multiqc_files = ch_multiqc_files.mix(

From 3aeca36f2928ab687ffafe4ed6a7b8037a3ba62b Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 4 Aug 2025 21:32:46 -0700
Subject: [PATCH 010/288] Added short info for new summary tables

---
 docs/output.md | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/docs/output.md b/docs/output.md
index 9a96b4125..47016a793 100644
--- a/docs/output.md
+++ b/docs/output.md
@@ -602,6 +602,16 @@ If the parameter `--save_checkm_reference` is set, additionally the used the Che
 
 </details>
 
+Besides the reference files or output files created by CheckM, the following summary files will be generated:
+
+<details markdown="1">
+<summary>Output files</summary>
+
+- `GenomeBinning/QC/`
+  - `checkm_summary.tsv`: A summary table of the CheckM results.
+
+</details>
+
 #### CheckM2
 
 [CheckM2](https://github.com/chklovski/CheckM2) is a tool for assessing the quality of metagenome-derived genomes. It uses a machine learning approach to predict the completeness and contamination of a genome regardless of its taxonomic lineage.
@@ -627,6 +637,16 @@ If the parameter `--save_checkm2_data` is set, the CheckM2 reference datasets wi
 
 </details>
 
+Besides the reference files or output files created by CheckM, the following summary files will be generated:
+
+<details markdown="1">
+<summary>Output files</summary>
+
+- `GenomeBinning/QC/`
+  - `checkm2_summary.tsv`: A summary table of the CheckM2 results.
+
+</details>
+
 #### GUNC
 
 [Genome UNClutterer (GUNC)](https://grp-bork.embl-community.io/gunc/index.html) is a tool for detection of chimerism and contamination in prokaryotic genomes resulting from mis-binning of genomic contigs from unrelated lineages. It does so by applying an entropy based score on taxonomic assignment and contig location of all genes in a genome. It is generally considered as a additional complement to CheckM results.

From 4d1c5f1dcb7f1219c174eb5e4f47c719db43f522 Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Wed, 6 Aug 2025 15:32:39 -0700
Subject: [PATCH 011/288] Revert "change concat calls to .collectFile calls"

This reverts commit 57dcd7118c78930fda8a6c0684485185edbf6c8f.
---
 subworkflows/local/bin_qc.nf | 36 +++++++++++++++---------------------
 1 file changed, 15 insertions(+), 21 deletions(-)

diff --git a/subworkflows/local/bin_qc.nf b/subworkflows/local/bin_qc.nf
index b871c7f20..1bed1a670 100644
--- a/subworkflows/local/bin_qc.nf
+++ b/subworkflows/local/bin_qc.nf
@@ -8,6 +8,9 @@ include { CHECKM_QA                        } from '../../modules/nf-core/checkm/
 include { CHECKM_LINEAGEWF                 } from '../../modules/nf-core/checkm/lineagewf/main'
 include { CHECKM2_PREDICT                  } from '../../modules/nf-core/checkm2/predict/main'
 include { CSVTK_CONCAT as CONCAT_BINQC_TSV } from '../../modules/nf-core/csvtk/concat/main'
+include { CSVTK_CONCAT as CONCAT_BUSCO_TSV } from '../../modules/nf-core/csvtk/concat/main'
+include { CSVTK_CONCAT as CONCAT_CHECKM_TSV } from '../../modules/nf-core/csvtk/concat/main'
+include { CSVTK_CONCAT as CONCAT_CHECKM2_TSV } from '../../modules/nf-core/csvtk/concat/main'
 include { GUNC_DOWNLOADDB                  } from '../../modules/nf-core/gunc/downloaddb/main'
 include { GUNC_RUN                         } from '../../modules/nf-core/gunc/run/main'
 include { GUNC_MERGECHECKM                 } from '../../modules/nf-core/gunc/mergecheckm/main'
@@ -100,13 +103,10 @@ workflow BIN_QC {
                 .groupTuple()
         }
         else {
-            BUSCO_BUSCO.out.batch_summary
-                .map { _meta, busco_summary -> busco_summary }
-                .collectFile(
-                    name: "busco_summary.tsv",
-                    keepHeader: true,
-                    storeDir: "${params.outdir}/GenomeBinning/QC/",
-                )
+            busco_summaries = BUSCO_BUSCO.out.batch_summary
+                .map { _meta, summary -> [[id: 'busco'], summary] }
+                .groupTuple()
+            CONCAT_BUSCO_TSV(busco_summaries, 'tsv', 'tsv')
         }
         ch_versions = ch_versions.mix(BUSCO_BUSCO.out.versions.first())
         ch_multiqc_files = ch_multiqc_files.mix(
@@ -143,13 +143,10 @@ workflow BIN_QC {
                 .groupTuple()
         }
         else {
-            CHECKM_QA.out.output
-                .map { _meta, checkm_summary -> checkm_summary }
-                .collectFile(
-                    name: "checkm_summary.tsv",
-                    keepHeader: true,
-                    storeDir: "${params.outdir}/GenomeBinning/QC/",
-                )
+            checkm_summaries = CHECKM_QA.out.output
+                .map { _meta, summary -> [[id: 'checkm'], summary] }
+                .groupTuple()
+            CONCAT_CHECKM_TSV(checkm_summaries, 'tsv', 'tsv')
         }
         ch_versions = ch_versions.mix(CHECKM_QA.out.versions.first())
         ch_multiqc_files = ch_multiqc_files.mix(
@@ -167,13 +164,10 @@ workflow BIN_QC {
                 .groupTuple()
          }
          else {
-            CHECKM2_PREDICT.out.checkm2_tsv
-                .map { _meta, checkm2_summary -> checkm2_summary }
-                .collectFile(
-                    name: "checkm2_summary.tsv",
-                    keepHeader: true,
-                    storeDir: "${params.outdir}/GenomeBinning/QC/",
-                )
+            checkm2_summaries = CHECKM2_PREDICT.out.checkm2_tsv
+                .map { _meta, summary -> [[id: 'checkm2'], summary] }
+                .groupTuple()
+            CONCAT_CHECKM2_TSV(checkm2_summaries, 'tsv', 'tsv')
          }
         ch_versions = ch_versions.mix(CHECKM2_PREDICT.out.versions.first())
         ch_multiqc_files = ch_multiqc_files.mix(

From f8a796909fbb4516659f7379d2a1fe4800e32d9f Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Wed, 6 Aug 2025 17:49:37 -0700
Subject: [PATCH 012/288] added config entry to publish concatted summaries

---
 conf/modules.config | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/conf/modules.config b/conf/modules.config
index c74160073..081aac2fe 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -521,6 +521,15 @@ process {
         ]
     }
 
+    withName: 'CONCAT_BUSCO_TSV|CONCAT_CHECKM_TSV|CONCAT_CHECKM2_TSV' {
+        ext.prefix = { "${meta.id}_summary" }
+        publishDir = [
+            path: { "${params.outdir}/GenomeBinning/QC" },
+            mode: params.publish_dir_mode,
+            saveAs: { filename -> filename.equals('versions.yml') ? null : filename },
+        ]
+    }
+
     withName: CHECKM2_DATABASEDOWNLOAD {
         publishDir = [
             path: { "${params.outdir}/GenomeBinning/QC/CheckM2/checkm2_downloads" },

From 8cd912a3744949505010f9b6c4ded017963aeb29 Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 4 Aug 2025 18:49:11 -0700
Subject: [PATCH 013/288] add binqc_tool_extras check for db downloads

---
 subworkflows/local/bin_qc.nf | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/subworkflows/local/bin_qc.nf b/subworkflows/local/bin_qc.nf
index 1bed1a670..080f7777a 100644
--- a/subworkflows/local/bin_qc.nf
+++ b/subworkflows/local/bin_qc.nf
@@ -46,9 +46,11 @@ workflow BIN_QC {
     if (params.checkm_db) {
         ch_checkm_db = file(params.checkm_db, checkIfExists: true)
     }
+    // ? If we add params.additional_binqc_tools this would need an extra check
     else if (params.binqc_tool == 'checkm' || "checkm" in binqc_tool_extras) {
-        ARIA2_UNTAR(params.checkm_download_url)
-        ch_checkm_db = ARIA2_UNTAR.out.downloaded_file
+        ch_checkm_db = [[id: 'checkm_db'], file(params.checkm_download_url, checkIfExists: true)]
+        CHECKM_UNTAR(ch_checkm_db)
+        ch_checkm_db = CHECKM_UNTAR.out.untar.map { it[1] }
     }
     else {
         ch_checkm_db = []
@@ -57,6 +59,7 @@ workflow BIN_QC {
     if (params.checkm2_db) {
         ch_checkm2_db = [[:], file(params.checkm2_db, checkIfExists: true)]
     }
+    // ? If we add params.additional_binqc_tools this would need an extra check
     else if (params.binqc_tool == 'checkm2' || "checkm2" in binqc_tool_extras) {
         CHECKM2_DATABASEDOWNLOAD(params.checkm2_db_version)
         ch_checkm2_db = CHECKM2_DATABASEDOWNLOAD.out.database

From 00e5f2b76615777128e9aea9e7fcd49001251a92 Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 4 Aug 2025 18:51:48 -0700
Subject: [PATCH 014/288] remove redudant comments

---
 subworkflows/local/bin_qc.nf | 2 --
 1 file changed, 2 deletions(-)

diff --git a/subworkflows/local/bin_qc.nf b/subworkflows/local/bin_qc.nf
index 080f7777a..4ba2c1568 100644
--- a/subworkflows/local/bin_qc.nf
+++ b/subworkflows/local/bin_qc.nf
@@ -46,7 +46,6 @@ workflow BIN_QC {
     if (params.checkm_db) {
         ch_checkm_db = file(params.checkm_db, checkIfExists: true)
     }
-    // ? If we add params.additional_binqc_tools this would need an extra check
     else if (params.binqc_tool == 'checkm' || "checkm" in binqc_tool_extras) {
         ch_checkm_db = [[id: 'checkm_db'], file(params.checkm_download_url, checkIfExists: true)]
         CHECKM_UNTAR(ch_checkm_db)
@@ -59,7 +58,6 @@ workflow BIN_QC {
     if (params.checkm2_db) {
         ch_checkm2_db = [[:], file(params.checkm2_db, checkIfExists: true)]
     }
-    // ? If we add params.additional_binqc_tools this would need an extra check
     else if (params.binqc_tool == 'checkm2' || "checkm2" in binqc_tool_extras) {
         CHECKM2_DATABASEDOWNLOAD(params.checkm2_db_version)
         ch_checkm2_db = CHECKM2_DATABASEDOWNLOAD.out.database

From a85593229896a9a34bbaf32a8213f24ae9f602eb Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 11 Aug 2025 08:38:51 +0200
Subject: [PATCH 015/288] Fix bt2l versions of bowtie2 index files not being
 picked up

---
 CHANGELOG.md                           |  2 ++
 modules/local/bowtie2_removal_build.nf | 14 +++++++-------
 2 files changed, 9 insertions(+), 7 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 34063312e..0c4715baa 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -26,6 +26,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Fixed`
 
+- [#830](https://github.com/nf-core/mag/pull/830) - Fixed issue with large format Bowtie2 index files not being emitted from index module (reported by Nick Eckersley, fix by @jfy133)
+
 ### `Dependencies`
 
 | Tool       | Previous version | New version |
diff --git a/modules/local/bowtie2_removal_build.nf b/modules/local/bowtie2_removal_build.nf
index 575581892..1525df92f 100644
--- a/modules/local/bowtie2_removal_build.nf
+++ b/modules/local/bowtie2_removal_build.nf
@@ -1,22 +1,22 @@
 process BOWTIE2_REMOVAL_BUILD {
-    tag "$fasta"
+    tag "${fasta}"
 
     conda "bioconda::bowtie2=2.4.2"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bowtie2:2.4.2--py38h1c8e9b9_1' :
-        'biocontainers/bowtie2:2.4.2--py38h1c8e9b9_1' }"
+    container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
+        ? 'https://depot.galaxyproject.org/singularity/bowtie2:2.4.2--py38h1c8e9b9_1'
+        : 'biocontainers/bowtie2:2.4.2--py38h1c8e9b9_1'}"
 
     input:
     path fasta
 
     output:
-    path "*.bt2"        , emit: index
-    path "versions.yml" , emit: versions
+    path "*.{bt2,bt2l}", emit: index
+    path "versions.yml", emit: versions
 
     script:
     """
     mkdir bowtie
-    bowtie2-build --threads $task.cpus $fasta ${fasta.simpleName}
+    bowtie2-build --threads ${task.cpus} ${fasta} ${fasta.simpleName}
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":

From e9c1a9a3b1f42cec66a91ae242dcad5a99311d57 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 11 Aug 2025 08:39:10 +0200
Subject: [PATCH 016/288] Clarify slightly that single/paried reads correspond
 only to short reads

---
 docs/usage.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/usage.md b/docs/usage.md
index fc6bf4faa..1c3c223a6 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -74,7 +74,7 @@ Please note the following requirements:
 - Must contain the header `sample,group,short_reads_1,short_reads_2,long_reads` (where `run` can be optionally added)
 - Run IDs must be unique within a multi-run sample. A sample with multiple runs will be automatically concatenated.
 - FastQ files must be compressed (`.fastq.gz`, `.fq.gz`)
-- Within one samplesheet either only single-end or only paired-end reads can be specified
+- Within one samplesheet either only single-end or only paired-end short reads can be specified
 - If single-end reads are specified, the command line parameter `--single_end` must be specified as well
 
 Again, by default, the group information is only used to compute co-abundances for the binning step, but not for group-wise co-assembly (see the parameter docs for [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode) for more information about how this group information can be used).

From f0794a3de98fd3f9250e783874b5ada8aee45820 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 11 Aug 2025 08:40:24 +0200
Subject: [PATCH 017/288] Correct PR

---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 0c4715baa..a982c01fa 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -26,7 +26,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Fixed`
 
-- [#830](https://github.com/nf-core/mag/pull/830) - Fixed issue with large format Bowtie2 index files not being emitted from index module (reported by Nick Eckersley, fix by @jfy133)
+- [#843](https://github.com/nf-core/mag/pull/843) - Fixed issue with large format Bowtie2 index files not being emitted from index module (reported by Nick Eckersley, fix by @jfy133)
 
 ### `Dependencies`
 

From af43aaa5eb4449cced798c460bdce4c9f819fdb3 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 11 Aug 2025 11:00:51 +0200
Subject: [PATCH 018/288] Change mechanism of importing 'assets' derived
 reference genomes to fix schema building linting complaints

---
 nextflow.config      |  4 ++--
 nextflow_schema.json | 10 ++++------
 workflows/mag.nf     |  4 ++--
 3 files changed, 8 insertions(+), 10 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index 6b12bcbdf..320778d70 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -33,7 +33,7 @@ params {
     longread_adaptertrimming_tool        = "porechop_abi"
     longread_filtering_tool              = "filtlong"
     // phix_reference                    = "ftp://ftp.ncbi.nlm.nih.gov/genomes/genbank/viral/Enterobacteria_phage_phiX174_sensu_lato/all_assembly_versions/GCA_002596845.1_ASM259684v1/GCA_002596845.1_ASM259684v1_genomic.fna.gz"
-    phix_reference                       = "${baseDir}/assets/data/GCA_002596845.1_ASM259684v1_genomic.fna.gz"
+    phix_reference                       = null
     save_phixremoved_reads               = false
     host_fasta                           = null
     host_fasta_bowtie2index              = null
@@ -119,7 +119,7 @@ params {
     longreads_keep_percent               = 90
     longreads_length_weight              = 10
     // lambda_reference                  = "ftp://ftp.ncbi.nlm.nih.gov/genomes/genbank/viral/Escherichia_virus_Lambda/all_assembly_versions/GCA_000840245.1_ViralProj14204/GCA_000840245.1_ViralProj14204_genomic.fna.gz"
-    lambda_reference                     = "${baseDir}/assets/data/GCA_000840245.1_ViralProj14204_genomic.fna.gz"
+    lambda_reference                     = null
     save_lambdaremoved_reads             = false
     save_porechop_reads                  = false
     save_filtered_longreads              = false
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 284c36890..f3ebe86ce 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -366,11 +366,10 @@
                 },
                 "phix_reference": {
                     "type": "string",
-                    "default": "${baseDir}/assets/data/GCA_002596845.1_ASM259684v1_genomic.fna.gz",
                     "description": "Genome reference used to remove Illumina PhiX contaminant reads.",
-                    "hidden": true,
                     "format": "file-path",
-                    "exists": true
+                    "exists": true,
+                    "help_text": "If not supplied, and keeping phix is turned off, an included genome (GCA_002596845.1) will be used "
                 },
                 "skip_clipping": {
                     "type": "boolean",
@@ -450,11 +449,10 @@
                 },
                 "lambda_reference": {
                     "type": "string",
-                    "default": "${baseDir}/assets/data/GCA_000840245.1_ViralProj14204_genomic.fna.gz",
-                    "hidden": true,
                     "description": "Genome reference used to remove ONT Lambda contaminant reads.",
                     "format": "file-path",
-                    "exists": true
+                    "exists": true,
+                    "help_text": "If not supplied, and keeping lambda is turned off, an included genome (GCA_000840245.1) will be used "
                 },
                 "save_lambdaremoved_reads": {
                     "type": "boolean",
diff --git a/workflows/mag.nf b/workflows/mag.nf
index d88eb6a58..63c5b5885 100644
--- a/workflows/mag.nf
+++ b/workflows/mag.nf
@@ -80,14 +80,14 @@ workflow MAG {
     }
 
     if (!params.keep_phix) {
-        ch_phix_db_file = Channel.value(file("${params.phix_reference}"))
+        ch_phix_db_file = params.phix_reference ? Channel.value(file("${params.phix_reference}", checkIfExists: true)) : Channel.value(file("${projectDir}/assets/data/GCA_002596845.1_ASM259684v1_genomic.fna.gz", checkIfExists: true))
     }
     else {
         ch_phix_db_file = Channel.empty()
     }
 
     if (!params.keep_lambda) {
-        ch_lambda_db = Channel.value(file("${params.lambda_reference}"))
+        ch_lambda_db = params.lambda_reference ? Channel.value(file("${params.lambda_reference}", checkIfExists: true)) : Channel.value(file("${projectDir}/assets/data/GCA_000840245.1_ViralProj14204_genomic.fna.gz", checkIfExists: true))
     }
     else {
         ch_lambda_db = Channel.value([])

From 1c4ef241dd4c65325324fcfaf9905170eba16ae0 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 11 Aug 2025 11:05:46 +0200
Subject: [PATCH 019/288] Update changelog

---
 CHANGELOG.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index a982c01fa..d307452ef 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -23,6 +23,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#823](https://github.com/nf-core/mag/pull/823) - Updated to nf-core 3.3.1`TEMPLATE` (by @jfy133 )
 - [#827](https://github.com/nf-core/mag/pull/827) - Updated to nf-core 3.3.2`TEMPLATE` (by @dialvarezs)
 - [#841](https://github.com/nf-core/mag/pull/841) - MultiQC config updated to support CheckM, CheckM2, and GTDB-Tk (by @harper357)
+- [#844](https://github.com/nf-core/mag/pull/843) - Change loading mechanism of internal PhiX/Lambda databases to improve Dev UX when schema building (by @jfy133)
 
 ### `Fixed`
 

From 958e6edd372ba43277cc6e6237ca1fbffabb15b4 Mon Sep 17 00:00:00 2001
From: Daniel Lundin <erik.rikard.daniel@gmail.com>
Date: Tue, 12 Aug 2025 09:50:33 +0200
Subject: [PATCH 020/288] Update bbmap/bbnorm

---
 modules.json                          |  2 +-
 modules/nf-core/bbmap/bbnorm/main.nf  | 15 +++--
 modules/nf-core/bbmap/bbnorm/meta.yml | 81 +++++++++++++++++----------
 3 files changed, 63 insertions(+), 35 deletions(-)

diff --git a/modules.json b/modules.json
index 5c519f1e0..0bda53d1e 100644
--- a/modules.json
+++ b/modules.json
@@ -12,7 +12,7 @@
                     },
                     "bbmap/bbnorm": {
                         "branch": "master",
-                        "git_sha": "603ecbd9f45300c9788f197d2a15a005685b4220",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "bcftools/consensus": {
diff --git a/modules/nf-core/bbmap/bbnorm/main.nf b/modules/nf-core/bbmap/bbnorm/main.nf
index 9974bfb48..1565cb0ef 100644
--- a/modules/nf-core/bbmap/bbnorm/main.nf
+++ b/modules/nf-core/bbmap/bbnorm/main.nf
@@ -2,10 +2,10 @@ process BBMAP_BBNORM {
     tag "$meta.id"
     label 'process_medium'
 
-    conda "bioconda::bbmap=39.01 pigz=2.6"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/mulled-v2-008daec56b7aaf3f162d7866758142b9f889d690:e8a286b2e789c091bac0a57302cdc78aa0112353-0':
-        'biocontainers/mulled-v2-008daec56b7aaf3f162d7866758142b9f889d690:e8a286b2e789c091bac0a57302cdc78aa0112353-0' }"
+        'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/5a/5aae5977ff9de3e01ff962dc495bfa23f4304c676446b5fdf2de5c7edfa2dc4e/data' :
+        'community.wave.seqera.io/library/bbmap_pigz:07416fe99b090fa9' }"
 
     input:
     tuple val(meta), path(fastq)
@@ -25,13 +25,20 @@ process BBMAP_BBNORM {
     input  = meta.single_end ? "in=${fastq.join(',')}" : "in=${fastq[0]} in2=${fastq[1]}"
     output = meta.single_end ? "out=${prefix}.fastq.gz" : "out1=${prefix}_1.nm.fastq.gz out2=${prefix}_2.nm.fastq.gz"
 
+    memory = '-Xmx3g'
+    if ( ! task.memory ) {
+        log.info '[BBNorm]: Available memory not known, defaulting to 3 GB. Specify process memory requirements to change this.'
+    } else {
+        memory = "-Xmx${Math.round(Math.max(1, Math.floor(task.memory.toGiga() * 0.95)))}g"
+    }
+
     """
     bbnorm.sh \\
         $input \\
         $output \\
         $args \\
         threads=$task.cpus \\
-        -Xmx${task.memory.toGiga()}g \\
+        $memory \\
         &> ${prefix}.bbnorm.log
 
     cat <<-END_VERSIONS > versions.yml
diff --git a/modules/nf-core/bbmap/bbnorm/meta.yml b/modules/nf-core/bbmap/bbnorm/meta.yml
index 6c81bb414..c4ca9c289 100644
--- a/modules/nf-core/bbmap/bbnorm/meta.yml
+++ b/modules/nf-core/bbmap/bbnorm/meta.yml
@@ -1,42 +1,63 @@
 name: bbmap_bbnorm
-description: BBNorm is designed to normalize coverage by down-sampling reads over high-depth areas of a genome, to result in a flat coverage distribution.
+description: BBNorm is designed to normalize coverage by down-sampling reads over
+  high-depth areas of a genome, to result in a flat coverage distribution.
 keywords:
   - normalization
   - assembly
   - coverage
 tools:
   - bbmap:
-      description: "BBMap is a short read aligner, as well as various other bioinformatic tools."
-      homepage: "https://jgi.doe.gov/data-and-tools/bbtools/bb-tools-user-guide/"
-      documentation: "https://jgi.doe.gov/data-and-tools/bbtools/bb-tools-user-guide/"
+      description: "BBMap is a short read aligner, as well as various other bioinformatic
+        tools."
+      homepage: "https://jgi.doe.gov/data-and-tools/software-tools/bbtools/bb-tools-user-guide/"
+      documentation: "https://jgi.doe.gov/data-and-tools/software-tools/bbtools/bb-tools-user-guide/"
       tool_dev_url: "https://jgi.doe.gov/data-and-tools/software-tools/bbtools/bb-tools-user-guide/bbnorm-guide/"
-      licence: "BBMap - Bushnell B. - sourceforge.net/projects/bbmap/"
-
+      licence: ["BBMap - Bushnell B. - sourceforge.net/projects/bbmap/"]
+      identifier: biotools:bbmap
 input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - fastq:
-      type: file
-      description: fastq file
-      pattern: "*.{fastq,fq}(.gz)?"
-
+  - - meta:
+        type: map
+        description: |
+          Groovy Map containing sample information
+          e.g. [ id:'test', single_end:false ]
+    - fastq:
+        type: file
+        description: fastq file
+        pattern: "*.{fastq,fq}(.gz)?"
+        ontologies:
+          - edam: http://edamontology.org/format_1930 # FASTQ
 output:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
-  - fastq:
-      type: file
-      description: fastq file
-      pattern: "*.{fastq, fq}.gz"
-
+  fastq:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.fastq.gz":
+          type: file
+          description: fastq file
+          pattern: "*.{fastq, fq}.gz"
+          ontologies:
+            - edam: http://edamontology.org/format_1930 # FASTQ
+  log:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.log":
+          type: file
+          description: log file
+          pattern: "*.log"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@danilodileo"
+maintainers:
+  - "@danilodileo"

From b00ec0be79e13f4c9adb874f451874eb0853e5e2 Mon Sep 17 00:00:00 2001
From: Daniel Lundin <erik.rikard.daniel@gmail.com>
Date: Tue, 12 Aug 2025 09:51:15 +0200
Subject: [PATCH 021/288] Reduce bbnorms memory to 0.8

---
 modules/nf-core/bbmap/bbnorm/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/nf-core/bbmap/bbnorm/main.nf b/modules/nf-core/bbmap/bbnorm/main.nf
index 1565cb0ef..d8d0b48f9 100644
--- a/modules/nf-core/bbmap/bbnorm/main.nf
+++ b/modules/nf-core/bbmap/bbnorm/main.nf
@@ -29,7 +29,7 @@ process BBMAP_BBNORM {
     if ( ! task.memory ) {
         log.info '[BBNorm]: Available memory not known, defaulting to 3 GB. Specify process memory requirements to change this.'
     } else {
-        memory = "-Xmx${Math.round(Math.max(1, Math.floor(task.memory.toGiga() * 0.95)))}g"
+        memory = "-Xmx${Math.round(Math.max(1, Math.floor(task.memory.toGiga() * 0.8)))}g"
     }
 
     """

From b1423635f79bf888361b853f96e2aa7831f7bd84 Mon Sep 17 00:00:00 2001
From: Daniel Lundin <erik.rikard.daniel@gmail.com>
Date: Wed, 13 Aug 2025 09:54:23 +0200
Subject: [PATCH 022/288] Add forgotten new module files for bbnorm

---
 modules/nf-core/bbmap/bbnorm/environment.yml  |   8 ++
 .../nf-core/bbmap/bbnorm/tests/main.nf.test   | 128 ++++++++++++++++++
 .../bbmap/bbnorm/tests/main.nf.test.snap      |  81 +++++++++++
 .../bbmap/bbnorm/tests/nextflow.config        |   3 +
 4 files changed, 220 insertions(+)
 create mode 100644 modules/nf-core/bbmap/bbnorm/environment.yml
 create mode 100644 modules/nf-core/bbmap/bbnorm/tests/main.nf.test
 create mode 100644 modules/nf-core/bbmap/bbnorm/tests/main.nf.test.snap
 create mode 100644 modules/nf-core/bbmap/bbnorm/tests/nextflow.config

diff --git a/modules/nf-core/bbmap/bbnorm/environment.yml b/modules/nf-core/bbmap/bbnorm/environment.yml
new file mode 100644
index 000000000..a33ddca85
--- /dev/null
+++ b/modules/nf-core/bbmap/bbnorm/environment.yml
@@ -0,0 +1,8 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::bbmap=39.18
+  - pigz=2.8
diff --git a/modules/nf-core/bbmap/bbnorm/tests/main.nf.test b/modules/nf-core/bbmap/bbnorm/tests/main.nf.test
new file mode 100644
index 000000000..fc17dc1c8
--- /dev/null
+++ b/modules/nf-core/bbmap/bbnorm/tests/main.nf.test
@@ -0,0 +1,128 @@
+
+nextflow_process {
+
+    name "Test Process BBMAP_BBNORM"
+    script "../main.nf"
+    process "BBMAP_BBNORM"
+    config "./nextflow.config"
+
+    tag "modules"
+    tag "modules_nfcore"
+    tag "bbmap"
+    tag "bbmap/bbnorm"
+
+    test("test-bbmap-bbnorm-se") {
+
+        when {
+            process {
+                """
+                input[0] = [
+				    [ id:'test', single_end:true ], // meta map
+				    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true)
+				]
+
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+					path(process.out.fastq[0][1]).linesGzip,
+					file(process.out.log[0][1]).name,
+					process.out.versions
+					).match()
+				}
+            )
+        }
+    }
+
+    test("test-bbmap-bbnorm-pe") {
+
+        when {
+            process {
+                """
+                input[0] = [
+				    [ id:'test', single_end:false ], // meta map
+				    [
+				        file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true),
+				        file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_2.fastq.gz', checkIfExists: true)
+				    ]
+                ]
+
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+					process.out.fastq[0][1].collect { path(it).linesGzip[0..1] },
+					file(process.out.log[0][1]).name,
+					process.out.versions
+					).match()
+				}
+            )
+        }
+    }
+
+    test("test-bbmap-bbnorm-interleaved") {
+
+        when {
+            process {
+                """
+                input[0] = [
+				    [ id:'test', single_end:true ],
+				    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_interleaved.fastq.gz', checkIfExists: true) ]
+				]
+
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+					path(process.out.fastq[0][1]).linesGzip[3..7],
+					file(process.out.log[0][1]).name,
+					process.out.versions
+					).match()
+				}
+            )
+        }
+    }
+
+    test("test-bbmap-bbnorm-multiple-input") {
+
+        when {
+            process {
+                """
+                input[0] = [
+				    [id:'test', single_end:true ],
+				    [
+				        file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true),
+				        file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_2.fastq.gz', checkIfExists: true)
+				    ]
+                ]
+
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+					path(process.out.fastq[0][1]).linesGzip[3..7],
+					file(process.out.log[0][1]).name,
+					process.out.versions
+					).match()
+				}
+            )
+        }
+    }
+
+}
diff --git a/modules/nf-core/bbmap/bbnorm/tests/main.nf.test.snap b/modules/nf-core/bbmap/bbnorm/tests/main.nf.test.snap
new file mode 100644
index 000000000..16f9897c8
--- /dev/null
+++ b/modules/nf-core/bbmap/bbnorm/tests/main.nf.test.snap
@@ -0,0 +1,81 @@
+{
+    "test-bbmap-bbnorm-interleaved": {
+        "content": [
+            [
+                "A/AA//EEAEA/E/AEEEE6EE/EEEA/6AEEEEEEEEE6EEEAEAEE//A/EEEEEE//E/E/A//E/E/<<EE</E/E",
+                "@ERR5069949.2161340 NS500628:121:HK3MMAFX2:2:21107:15810:18317/2",
+                "GGACAACGCCGACAAGTTCCGAGGAACATGTCTGGACCTATAGTTTTCATAAGTCTACACACTGAATTGAAATATTCTGGTT",
+                "+",
+                "AA6AAAE6/EA/<E/E/<//EE///EAEAEEEE////6EEE//EEE/EAEEE/AEA/EA<EA</AEEE/EE/AEAE</E//A"
+            ],
+            "test.bbnorm.log",
+            [
+                "versions.yml:md5,ac3758cd9e5b0a3e270844785bc3e40c"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-10T12:00:11.671843"
+    },
+    "test-bbmap-bbnorm-multiple-input": {
+        "content": [
+            [
+                "AAAAAAEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEAAEEEEAEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEAAEEEEE<EEAAAEEEEEEEEEAAAAEAEEEAEEEEEE<AAAA",
+                "@ERR5069949.1331889 NS500628:121:HK3MMAFX2:3:11605:17658:18222/1",
+                "GTCTACAAGCTGGTAATGCAACAGAAGTGCCTGCCAATTCAACTGTATTATCTTTCTGTGCTTTTGCTGTAGATGCTGCTAAAGCTTACAAAGATTATCTAGCTAGTGGGGGACAACCAATCACTAATTGTG",
+                "+",
+                "A/AAAEEEEEEEEEEEEEEEEEEEAEEEEAEEEEEEEEEEEAEEEEEEEEEEEEEEE/EEEEE<AEAEEEEE/EAEAEEE/AEEEEEEEEEEEEEEEEEEEEAE/EEEEEEEEEEEEEEEEEEEEEEEA<EE"
+            ],
+            "test.bbnorm.log",
+            [
+                "versions.yml:md5,ac3758cd9e5b0a3e270844785bc3e40c"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-10T12:00:21.944921"
+    },
+    "test-bbmap-bbnorm-pe": {
+        "content": [
+            [
+                [
+                    "@ERR5069949.2161340 NS500628:121:HK3MMAFX2:2:21107:15810:18317/1",
+                    "AACCAGAATATTTCAATTCAGTGTGTAGACTTATGAAAACTATAGGTCCAGACATGTTCCTCGGAACTTGTCGGCGTTGT"
+                ],
+                [
+                    "@ERR5069949.2161340 NS500628:121:HK3MMAFX2:2:21107:15810:18317/2",
+                    "GGACAACGCCGACAAGTTCCGAGGAACATGTCTGGACCTATAGTTTTCATAAGTCTACACACTGAATTGAAATATTCTGGTT"
+                ]
+            ],
+            "test.bbnorm.log",
+            [
+                "versions.yml:md5,ac3758cd9e5b0a3e270844785bc3e40c"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-10T12:00:02.30382"
+    },
+    "test-bbmap-bbnorm-se": {
+        "content": [
+            [
+                
+            ],
+            "test.bbnorm.log",
+            [
+                "versions.yml:md5,ac3758cd9e5b0a3e270844785bc3e40c"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-10T11:59:54.002084"
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/bbmap/bbnorm/tests/nextflow.config b/modules/nf-core/bbmap/bbnorm/tests/nextflow.config
new file mode 100644
index 000000000..35e68e7f4
--- /dev/null
+++ b/modules/nf-core/bbmap/bbnorm/tests/nextflow.config
@@ -0,0 +1,3 @@
+process {
+    ext.args   = 'target=100 min=5'
+}

From 529e6d6ad07969b3f030726c6fc2716b005ec989 Mon Sep 17 00:00:00 2001
From: Daniel Lundin <erik.rikard.daniel@gmail.com>
Date: Wed, 13 Aug 2025 09:55:45 +0200
Subject: [PATCH 023/288] Generate patch for bbmap/bbnorm

---
 modules.json                                  | 283 +++++++++++++-----
 .../nf-core/bbmap/bbnorm/bbmap-bbnorm.diff    |  20 ++
 2 files changed, 232 insertions(+), 71 deletions(-)
 create mode 100644 modules/nf-core/bbmap/bbnorm/bbmap-bbnorm.diff

diff --git a/modules.json b/modules.json
index 0bda53d1e..2fdbc7fe7 100644
--- a/modules.json
+++ b/modules.json
@@ -8,332 +8,465 @@
                     "adapterremoval": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "bbmap/bbnorm": {
                         "branch": "master",
                         "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ],
+                        "patch": "modules/nf-core/bbmap/bbnorm/bbmap-bbnorm.diff"
                     },
                     "bcftools/consensus": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "bcftools/index": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "bcftools/view": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "busco/busco": {
                         "branch": "master",
                         "git_sha": "deeb89c7a9150091e69c9d7644836c40982c683b",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "cat/fastq": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "catpack/addnames": {
                         "branch": "master",
                         "git_sha": "81880787133db07d9b4c1febd152c090eb8325dc",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "catpack/bins": {
                         "branch": "master",
                         "git_sha": "8e6e124ee1e7b9d6b8dacca408a936d56865322f",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "catpack/contigs": {
                         "branch": "master",
                         "git_sha": "81880787133db07d9b4c1febd152c090eb8325dc",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "catpack/download": {
                         "branch": "master",
                         "git_sha": "8c5c99341e42d34288b35af6a4fbbf300f21681f",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "catpack/prepare": {
                         "branch": "master",
                         "git_sha": "8c5c99341e42d34288b35af6a4fbbf300f21681f",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "catpack/summarise": {
                         "branch": "master",
                         "git_sha": "8e6e124ee1e7b9d6b8dacca408a936d56865322f",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "checkm/lineagewf": {
                         "branch": "master",
                         "git_sha": "3ea318161b8788623cec477bde0f089180b2245b",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "checkm/qa": {
                         "branch": "master",
                         "git_sha": "867961a8ef91135475ca48c83743646038be4196",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "checkm2/databasedownload": {
                         "branch": "master",
                         "git_sha": "6b8947dd401a58b08ca19f1952dc1182d66e4d89",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "checkm2/predict": {
                         "branch": "master",
                         "git_sha": "6b8947dd401a58b08ca19f1952dc1182d66e4d89",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "chopper": {
                         "branch": "master",
                         "git_sha": "22737835af2db3dd0d5b6b332e75e160d0199fae",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "concoct/concoct": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": ["fasta_binning_concoct"]
+                        "installed_by": [
+                            "fasta_binning_concoct"
+                        ]
                     },
                     "concoct/concoctcoveragetable": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": ["fasta_binning_concoct"]
+                        "installed_by": [
+                            "fasta_binning_concoct"
+                        ]
                     },
                     "concoct/cutupfasta": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": ["fasta_binning_concoct"]
+                        "installed_by": [
+                            "fasta_binning_concoct"
+                        ]
                     },
                     "concoct/extractfastabins": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": ["fasta_binning_concoct"]
+                        "installed_by": [
+                            "fasta_binning_concoct"
+                        ]
                     },
                     "concoct/mergecutupclustering": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": ["fasta_binning_concoct"]
+                        "installed_by": [
+                            "fasta_binning_concoct"
+                        ]
                     },
                     "csvtk/concat": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "dastool/dastool": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "dastool/fastatocontig2bin": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "fastp": {
                         "branch": "master",
                         "git_sha": "d497a4868ace3302016ea8ed4b395072d5e833cd",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "fastqc": {
                         "branch": "master",
                         "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "filtlong": {
                         "branch": "master",
                         "git_sha": "666652151335353eef2fcd58880bcef5bc2928e1",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "flye": {
                         "branch": "master",
                         "git_sha": "666652151335353eef2fcd58880bcef5bc2928e1",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "freebayes": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "genomad/download": {
                         "branch": "master",
                         "git_sha": "ca813f3f73adedf3547a5a677e992d9d43a71870",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "genomad/endtoend": {
                         "branch": "master",
                         "git_sha": "ca813f3f73adedf3547a5a677e992d9d43a71870",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "gtdbtk/classifywf": {
                         "branch": "master",
                         "git_sha": "ed189847152de823c0cf9836cd394ad25ecb6835",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "gunc/downloaddb": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "gunc/mergecheckm": {
                         "branch": "master",
                         "git_sha": "b6515a01897b11b64b3368858c0359b4c813ad1e",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "gunc/run": {
                         "branch": "master",
                         "git_sha": "b6515a01897b11b64b3368858c0359b4c813ad1e",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "gunzip": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "maxbin2": {
                         "branch": "master",
                         "git_sha": "376c622c91dc6a06af19f4de7f0c103bc0573b3f",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "megahit": {
                         "branch": "master",
                         "git_sha": "d6ff43e046fcbc552d18050470592c9974a23e67",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "metabat2/jgisummarizebamcontigdepths": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "metabat2/metabat2": {
                         "branch": "master",
                         "git_sha": "d2e220fdec3aa2f4482c70017df4cdf8a4c94f27",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "metaeuk/easypredict": {
                         "branch": "master",
                         "git_sha": "30d06da5bd7ae67be32758bf512cd75a4325d386",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "metamdbg/asm": {
                         "branch": "master",
                         "git_sha": "c912aa8b29a17d6dbec3fdda71185fbe3e77ba59",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "minimap2/align": {
                         "branch": "master",
                         "git_sha": "666652151335353eef2fcd58880bcef5bc2928e1",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "minimap2/index": {
                         "branch": "master",
                         "git_sha": "666652151335353eef2fcd58880bcef5bc2928e1",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "mmseqs/databases": {
                         "branch": "master",
                         "git_sha": "699e078133f580548aeb43114f93ac29928c6143",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "multiqc": {
                         "branch": "master",
                         "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "nanolyse": {
                         "branch": "master",
                         "git_sha": "81880787133db07d9b4c1febd152c090eb8325dc",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "nanoplot": {
                         "branch": "master",
                         "git_sha": "457e8b54d1d2d3ec9208c55b66cdd573c976372f",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "nanoq": {
                         "branch": "master",
                         "git_sha": "666652151335353eef2fcd58880bcef5bc2928e1",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "porechop/abi": {
                         "branch": "master",
                         "git_sha": "06c8865e36741e05ad32ef70ab3fac127486af48",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "porechop/porechop": {
                         "branch": "master",
                         "git_sha": "dbf496251becaa54933305bb494b880253a84ee6",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "prodigal": {
                         "branch": "master",
                         "git_sha": "666652151335353eef2fcd58880bcef5bc2928e1",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "prokka": {
                         "branch": "master",
                         "git_sha": "81880787133db07d9b4c1febd152c090eb8325dc",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "pydamage/analyze": {
                         "branch": "master",
                         "git_sha": "accaad2af97d7bf7304eeff8435aa755384660a6",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "pydamage/filter": {
                         "branch": "master",
                         "git_sha": "4637ad17a068e1dd608f0e971293a64ae1310fa2",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "samtools/faidx": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "samtools/index": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "samtools/stats": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "seqkit/stats": {
                         "branch": "master",
                         "git_sha": "9fe7867a4f012db581d7bd560228ded1074eb0e5",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "seqtk/mergepe": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "spades": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "tiara/tiara": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "trimmomatic": {
                         "branch": "master",
                         "git_sha": "8864afe586537bf562eac7b83349c26207f3cb4d",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "untar": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": ["modules"],
+                        "installed_by": [
+                            "modules"
+                        ],
                         "patch": "modules/nf-core/untar/untar.diff"
                     }
                 }
@@ -343,25 +476,33 @@
                     "fasta_binning_concoct": {
                         "branch": "master",
                         "git_sha": "c60c14b285b89bdd0607e371417dadb80385ad6e",
-                        "installed_by": ["subworkflows"]
+                        "installed_by": [
+                            "subworkflows"
+                        ]
                     },
                     "utils_nextflow_pipeline": {
                         "branch": "master",
                         "git_sha": "c2b22d85f30a706a3073387f30380704fcae013b",
-                        "installed_by": ["subworkflows"]
+                        "installed_by": [
+                            "subworkflows"
+                        ]
                     },
                     "utils_nfcore_pipeline": {
                         "branch": "master",
                         "git_sha": "51ae5406a030d4da1e49e4dab49756844fdd6c7a",
-                        "installed_by": ["subworkflows"]
+                        "installed_by": [
+                            "subworkflows"
+                        ]
                     },
                     "utils_nfschema_plugin": {
                         "branch": "master",
                         "git_sha": "2fd2cd6d0e7b273747f32e465fdc6bcc3ae0814e",
-                        "installed_by": ["subworkflows"]
+                        "installed_by": [
+                            "subworkflows"
+                        ]
                     }
                 }
             }
         }
     }
-}
+}
\ No newline at end of file
diff --git a/modules/nf-core/bbmap/bbnorm/bbmap-bbnorm.diff b/modules/nf-core/bbmap/bbnorm/bbmap-bbnorm.diff
new file mode 100644
index 000000000..973b1071b
--- /dev/null
+++ b/modules/nf-core/bbmap/bbnorm/bbmap-bbnorm.diff
@@ -0,0 +1,20 @@
+Changes in component 'nf-core/bbmap/bbnorm'
+'modules/nf-core/bbmap/bbnorm/meta.yml' is unchanged
+Changes in 'bbmap/bbnorm/main.nf':
+--- modules/nf-core/bbmap/bbnorm/main.nf
++++ modules/nf-core/bbmap/bbnorm/main.nf
+@@ -29,7 +29,7 @@
+     if ( ! task.memory ) {
+         log.info '[BBNorm]: Available memory not known, defaulting to 3 GB. Specify process memory requirements to change this.'
+     } else {
+-        memory = "-Xmx${Math.round(Math.max(1, Math.floor(task.memory.toGiga() * 0.95)))}g"
++        memory = "-Xmx${Math.round(Math.max(1, Math.floor(task.memory.toGiga() * 0.8)))}g"
+     }
+ 
+     """
+
+'modules/nf-core/bbmap/bbnorm/environment.yml' is unchanged
+'modules/nf-core/bbmap/bbnorm/tests/nextflow.config' is unchanged
+'modules/nf-core/bbmap/bbnorm/tests/main.nf.test.snap' is unchanged
+'modules/nf-core/bbmap/bbnorm/tests/main.nf.test' is unchanged
+************************************************************

From 78be40b3dac97b8c2c44ce8169211119b3035217 Mon Sep 17 00:00:00 2001
From: Daniel Lundin <erik.rikard.daniel@gmail.com>
Date: Wed, 13 Aug 2025 09:59:11 +0200
Subject: [PATCH 024/288] Update CHANGELOG.md

---
 CHANGELOG.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index d307452ef..936fbe989 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -28,6 +28,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### `Fixed`
 
 - [#843](https://github.com/nf-core/mag/pull/843) - Fixed issue with large format Bowtie2 index files not being emitted from index module (reported by Nick Eckersley, fix by @jfy133)
+- [#847](https://github.com/nf-core/mag/pull/847) - Allow the BBNorm process to use only 0.8 of the memory allocated to the task to stop if from oversubscribing memory (reported by and fix by @erikrikarddaniel)
 
 ### `Dependencies`
 

From dffc7847abf6162c7a050b61186f9ea26f02e3ea Mon Sep 17 00:00:00 2001
From: Daniel Lundin <erik.rikard.daniel@gmail.com>
Date: Wed, 13 Aug 2025 10:00:15 +0200
Subject: [PATCH 025/288] Prettier

---
 modules.json | 282 +++++++++++++--------------------------------------
 1 file changed, 71 insertions(+), 211 deletions(-)

diff --git a/modules.json b/modules.json
index 2fdbc7fe7..f88662a1c 100644
--- a/modules.json
+++ b/modules.json
@@ -8,465 +8,333 @@
                     "adapterremoval": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "bbmap/bbnorm": {
                         "branch": "master",
                         "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
-                        "installed_by": [
-                            "modules"
-                        ],
+                        "installed_by": ["modules"],
                         "patch": "modules/nf-core/bbmap/bbnorm/bbmap-bbnorm.diff"
                     },
                     "bcftools/consensus": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "bcftools/index": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "bcftools/view": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "busco/busco": {
                         "branch": "master",
                         "git_sha": "deeb89c7a9150091e69c9d7644836c40982c683b",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "cat/fastq": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "catpack/addnames": {
                         "branch": "master",
                         "git_sha": "81880787133db07d9b4c1febd152c090eb8325dc",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "catpack/bins": {
                         "branch": "master",
                         "git_sha": "8e6e124ee1e7b9d6b8dacca408a936d56865322f",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "catpack/contigs": {
                         "branch": "master",
                         "git_sha": "81880787133db07d9b4c1febd152c090eb8325dc",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "catpack/download": {
                         "branch": "master",
                         "git_sha": "8c5c99341e42d34288b35af6a4fbbf300f21681f",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "catpack/prepare": {
                         "branch": "master",
                         "git_sha": "8c5c99341e42d34288b35af6a4fbbf300f21681f",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "catpack/summarise": {
                         "branch": "master",
                         "git_sha": "8e6e124ee1e7b9d6b8dacca408a936d56865322f",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "checkm/lineagewf": {
                         "branch": "master",
                         "git_sha": "3ea318161b8788623cec477bde0f089180b2245b",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "checkm/qa": {
                         "branch": "master",
                         "git_sha": "867961a8ef91135475ca48c83743646038be4196",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "checkm2/databasedownload": {
                         "branch": "master",
                         "git_sha": "6b8947dd401a58b08ca19f1952dc1182d66e4d89",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "checkm2/predict": {
                         "branch": "master",
                         "git_sha": "6b8947dd401a58b08ca19f1952dc1182d66e4d89",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "chopper": {
                         "branch": "master",
                         "git_sha": "22737835af2db3dd0d5b6b332e75e160d0199fae",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "concoct/concoct": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": [
-                            "fasta_binning_concoct"
-                        ]
+                        "installed_by": ["fasta_binning_concoct"]
                     },
                     "concoct/concoctcoveragetable": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": [
-                            "fasta_binning_concoct"
-                        ]
+                        "installed_by": ["fasta_binning_concoct"]
                     },
                     "concoct/cutupfasta": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": [
-                            "fasta_binning_concoct"
-                        ]
+                        "installed_by": ["fasta_binning_concoct"]
                     },
                     "concoct/extractfastabins": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": [
-                            "fasta_binning_concoct"
-                        ]
+                        "installed_by": ["fasta_binning_concoct"]
                     },
                     "concoct/mergecutupclustering": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": [
-                            "fasta_binning_concoct"
-                        ]
+                        "installed_by": ["fasta_binning_concoct"]
                     },
                     "csvtk/concat": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "dastool/dastool": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "dastool/fastatocontig2bin": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "fastp": {
                         "branch": "master",
                         "git_sha": "d497a4868ace3302016ea8ed4b395072d5e833cd",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "fastqc": {
                         "branch": "master",
                         "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "filtlong": {
                         "branch": "master",
                         "git_sha": "666652151335353eef2fcd58880bcef5bc2928e1",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "flye": {
                         "branch": "master",
                         "git_sha": "666652151335353eef2fcd58880bcef5bc2928e1",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "freebayes": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "genomad/download": {
                         "branch": "master",
                         "git_sha": "ca813f3f73adedf3547a5a677e992d9d43a71870",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "genomad/endtoend": {
                         "branch": "master",
                         "git_sha": "ca813f3f73adedf3547a5a677e992d9d43a71870",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "gtdbtk/classifywf": {
                         "branch": "master",
                         "git_sha": "ed189847152de823c0cf9836cd394ad25ecb6835",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "gunc/downloaddb": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "gunc/mergecheckm": {
                         "branch": "master",
                         "git_sha": "b6515a01897b11b64b3368858c0359b4c813ad1e",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "gunc/run": {
                         "branch": "master",
                         "git_sha": "b6515a01897b11b64b3368858c0359b4c813ad1e",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "gunzip": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "maxbin2": {
                         "branch": "master",
                         "git_sha": "376c622c91dc6a06af19f4de7f0c103bc0573b3f",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "megahit": {
                         "branch": "master",
                         "git_sha": "d6ff43e046fcbc552d18050470592c9974a23e67",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "metabat2/jgisummarizebamcontigdepths": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "metabat2/metabat2": {
                         "branch": "master",
                         "git_sha": "d2e220fdec3aa2f4482c70017df4cdf8a4c94f27",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "metaeuk/easypredict": {
                         "branch": "master",
                         "git_sha": "30d06da5bd7ae67be32758bf512cd75a4325d386",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "metamdbg/asm": {
                         "branch": "master",
                         "git_sha": "c912aa8b29a17d6dbec3fdda71185fbe3e77ba59",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "minimap2/align": {
                         "branch": "master",
                         "git_sha": "666652151335353eef2fcd58880bcef5bc2928e1",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "minimap2/index": {
                         "branch": "master",
                         "git_sha": "666652151335353eef2fcd58880bcef5bc2928e1",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "mmseqs/databases": {
                         "branch": "master",
                         "git_sha": "699e078133f580548aeb43114f93ac29928c6143",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "multiqc": {
                         "branch": "master",
                         "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "nanolyse": {
                         "branch": "master",
                         "git_sha": "81880787133db07d9b4c1febd152c090eb8325dc",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "nanoplot": {
                         "branch": "master",
                         "git_sha": "457e8b54d1d2d3ec9208c55b66cdd573c976372f",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "nanoq": {
                         "branch": "master",
                         "git_sha": "666652151335353eef2fcd58880bcef5bc2928e1",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "porechop/abi": {
                         "branch": "master",
                         "git_sha": "06c8865e36741e05ad32ef70ab3fac127486af48",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "porechop/porechop": {
                         "branch": "master",
                         "git_sha": "dbf496251becaa54933305bb494b880253a84ee6",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "prodigal": {
                         "branch": "master",
                         "git_sha": "666652151335353eef2fcd58880bcef5bc2928e1",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "prokka": {
                         "branch": "master",
                         "git_sha": "81880787133db07d9b4c1febd152c090eb8325dc",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "pydamage/analyze": {
                         "branch": "master",
                         "git_sha": "accaad2af97d7bf7304eeff8435aa755384660a6",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "pydamage/filter": {
                         "branch": "master",
                         "git_sha": "4637ad17a068e1dd608f0e971293a64ae1310fa2",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "samtools/faidx": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "samtools/index": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "samtools/stats": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "seqkit/stats": {
                         "branch": "master",
                         "git_sha": "9fe7867a4f012db581d7bd560228ded1074eb0e5",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "seqtk/mergepe": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "spades": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "tiara/tiara": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "trimmomatic": {
                         "branch": "master",
                         "git_sha": "8864afe586537bf562eac7b83349c26207f3cb4d",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "untar": {
                         "branch": "master",
                         "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
-                        "installed_by": [
-                            "modules"
-                        ],
+                        "installed_by": ["modules"],
                         "patch": "modules/nf-core/untar/untar.diff"
                     }
                 }
@@ -476,33 +344,25 @@
                     "fasta_binning_concoct": {
                         "branch": "master",
                         "git_sha": "c60c14b285b89bdd0607e371417dadb80385ad6e",
-                        "installed_by": [
-                            "subworkflows"
-                        ]
+                        "installed_by": ["subworkflows"]
                     },
                     "utils_nextflow_pipeline": {
                         "branch": "master",
                         "git_sha": "c2b22d85f30a706a3073387f30380704fcae013b",
-                        "installed_by": [
-                            "subworkflows"
-                        ]
+                        "installed_by": ["subworkflows"]
                     },
                     "utils_nfcore_pipeline": {
                         "branch": "master",
                         "git_sha": "51ae5406a030d4da1e49e4dab49756844fdd6c7a",
-                        "installed_by": [
-                            "subworkflows"
-                        ]
+                        "installed_by": ["subworkflows"]
                     },
                     "utils_nfschema_plugin": {
                         "branch": "master",
                         "git_sha": "2fd2cd6d0e7b273747f32e465fdc6bcc3ae0814e",
-                        "installed_by": [
-                            "subworkflows"
-                        ]
+                        "installed_by": ["subworkflows"]
                     }
                 }
             }
         }
     }
-}
\ No newline at end of file
+}

From e40a4be2ac60444487f287a6c8bede1eee08b915 Mon Sep 17 00:00:00 2001
From: Vini Salazar <17276653+vinisalazar@users.noreply.github.com>
Date: Tue, 12 Aug 2025 15:23:14 +1000
Subject: [PATCH 026/288] docs: add `group` parameter heading

  Describes how the `group` parameter works. Closes #839.
---
 docs/usage.md | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/docs/usage.md b/docs/usage.md
index 1c3c223a6..c7d1a71ae 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -77,7 +77,11 @@ Please note the following requirements:
 - Within one samplesheet either only single-end or only paired-end short reads can be specified
 - If single-end reads are specified, the command line parameter `--single_end` must be specified as well
 
-Again, by default, the group information is only used to compute co-abundances for the binning step, but not for group-wise co-assembly (see the parameter docs for [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode) for more information about how this group information can be used).
+### The `group` parameter
+
+In MAG reconstruction, there are different strategies on how to both _assemble_ and _bin_ the samples. These are usually referred to as "individual" or "single" assembly and binning, versus "co-" or "pooled" assembly and binning. In the former, samples are processed individually. In the latter, samples are processed together. A common strategy is to assemble each sample individually (single assembly) and then pool all of the contigs together and map the reads against them (co-binning). This is usually chosen because since assembly is a computationally intensive process, it is very costly to assemble all samples together, even if it were to lead to better contigs. For binning, however, this isn't as limiting, and binning algorithms can leverage the fact that there is multiple samples for it to draw information from, hence the common strategy of combining single assembly and co-binning.
+
+In nf-core/mag, by default, the group information is only used to compute co-abundances for the binning step, but not for group-wise co-assembly. That means that if you define one group for all of your samples, they will be assembled individually, and then binned in a pooled fashion, with samples being mapped to all contigs of all other samples. If you'd like to also _assemble_ your samples in a pooled fashion, see the parameter docs for [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).
 
 ### Supplying pre-computed assemblies
 

From c055741f7a9b63ef979633bfa24779575d12e15e Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 13 Aug 2025 15:46:24 +0200
Subject: [PATCH 027/288] Update docs/usage.md

---
 docs/usage.md | 15 ++++++++++++---
 1 file changed, 12 insertions(+), 3 deletions(-)

diff --git a/docs/usage.md b/docs/usage.md
index c7d1a71ae..f5188a38e 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -79,9 +79,18 @@ Please note the following requirements:
 
 ### The `group` parameter
 
-In MAG reconstruction, there are different strategies on how to both _assemble_ and _bin_ the samples. These are usually referred to as "individual" or "single" assembly and binning, versus "co-" or "pooled" assembly and binning. In the former, samples are processed individually. In the latter, samples are processed together. A common strategy is to assemble each sample individually (single assembly) and then pool all of the contigs together and map the reads against them (co-binning). This is usually chosen because since assembly is a computationally intensive process, it is very costly to assemble all samples together, even if it were to lead to better contigs. For binning, however, this isn't as limiting, and binning algorithms can leverage the fact that there is multiple samples for it to draw information from, hence the common strategy of combining single assembly and co-binning.
-
-In nf-core/mag, by default, the group information is only used to compute co-abundances for the binning step, but not for group-wise co-assembly. That means that if you define one group for all of your samples, they will be assembled individually, and then binned in a pooled fashion, with samples being mapped to all contigs of all other samples. If you'd like to also _assemble_ your samples in a pooled fashion, see the parameter docs for [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).
+In MAG reconstruction, there are different strategies on how to both _assemble_ and _bin_ the samples.
+These are usually referred to as "individual" or "single" assembly and binning, versus "co-" or "pooled" assembly and binning.
+In the former, samples are processed individually.
+In the latter, samples are processed together.
+A common strategy is to assemble each sample individually (single assembly) and then pool all of the contigs together and map the reads against them (co-binning).
+This is usually chosen because since assembly is a computationally intensive process, it is very costly to assemble all samples together, even if it were to lead to better contigs.
+For binning, however, this isn't as limiting, and binning algorithms can leverage the fact that there is multiple samples for it to draw information from, hence the common strategy of combining single assembly and co-binning.
+
+In nf-core/mag, by default, the group information from the input sample sheet in the is only used to compute co-abundances for the binning step, but not for group-wise co-assembly.
+That means that if you define one group for all of your samples, they will be assembled individually, and then binned in a pooled fashion, with samples being mapped to all contigs of all other samples.
+
+If you'd like to also _assemble_ your samples in a pooled fashion, see the parameter docs for [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).
 
 ### Supplying pre-computed assemblies
 

From b4d8295be5c8edc45b23c23fe5b785890e095e40 Mon Sep 17 00:00:00 2001
From: Vini Salazar <17276653+vinisalazar@users.noreply.github.com>
Date: Fri, 15 Aug 2025 09:23:19 +1000
Subject: [PATCH 028/288] docs: editing `group` description

Apply suggestions from code review (#846)

Co-authored-by: Jim Downie <19718667+prototaxites@users.noreply.github.com>
Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 docs/usage.md | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/docs/usage.md b/docs/usage.md
index f5188a38e..1f4032977 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -77,17 +77,17 @@ Please note the following requirements:
 - Within one samplesheet either only single-end or only paired-end short reads can be specified
 - If single-end reads are specified, the command line parameter `--single_end` must be specified as well
 
-### The `group` parameter
+### The `group` column
 
-In MAG reconstruction, there are different strategies on how to both _assemble_ and _bin_ the samples.
+In metagenomics, there are different strategies to deal with the _assembly_ and _binning_ of multiple samples.
 These are usually referred to as "individual" or "single" assembly and binning, versus "co-" or "pooled" assembly and binning.
-In the former, samples are processed individually.
+In the former, samples are processed independently.
 In the latter, samples are processed together.
 A common strategy is to assemble each sample individually (single assembly) and then pool all of the contigs together and map the reads against them (co-binning).
-This is usually chosen because since assembly is a computationally intensive process, it is very costly to assemble all samples together, even if it were to lead to better contigs.
-For binning, however, this isn't as limiting, and binning algorithms can leverage the fact that there is multiple samples for it to draw information from, hence the common strategy of combining single assembly and co-binning.
+This is usually chosen because since assembly is a computationally intensive process, it is very costly to assemble all samples together.
+For binning, however, resources aren't as limiting, and binning algorithms can leverage the fact that there are multiple samples from which to draw information, which can improve the quality of output bins.
 
-In nf-core/mag, by default, the group information from the input sample sheet in the is only used to compute co-abundances for the binning step, but not for group-wise co-assembly.
+nf-core/mag, by default, follows this approach: the group information from the input sample sheet in is only used to compute co-abundances for the binning step (co-binning), but not for group-wise co-assembly (thus single assembly).
 That means that if you define one group for all of your samples, they will be assembled individually, and then binned in a pooled fashion, with samples being mapped to all contigs of all other samples.
 
 If you'd like to also _assemble_ your samples in a pooled fashion, see the parameter docs for [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).

From 22eda4f294f7716d5cfa56b290cfb02bcd1c0196 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 15 Aug 2025 06:27:58 +0200
Subject: [PATCH 029/288] Update docs/usage.md

---
 docs/usage.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/usage.md b/docs/usage.md
index 1f4032977..e3c9ce171 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -90,7 +90,7 @@ For binning, however, resources aren't as limiting, and binning algorithms can l
 nf-core/mag, by default, follows this approach: the group information from the input sample sheet in is only used to compute co-abundances for the binning step (co-binning), but not for group-wise co-assembly (thus single assembly).
 That means that if you define one group for all of your samples, they will be assembled individually, and then binned in a pooled fashion, with samples being mapped to all contigs of all other samples.
 
-If you'd like to also _assemble_ your samples in a pooled fashion, see the parameter docs for [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).
+If you'd like to also _assemble_ your samples in a pooled fashion (co-assembly), see the parameter docs for [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).
 
 ### Supplying pre-computed assemblies
 

From c68b83da13028cab14fe9ca88f3689d531c195fe Mon Sep 17 00:00:00 2001
From: Vini Salazar <17276653+vinisalazar@users.noreply.github.com>
Date: Fri, 15 Aug 2025 16:06:43 +1000
Subject: [PATCH 030/288] Update CHANGELOG.md and README.md

Follow-up to #846.
---
 CHANGELOG.md | 1 +
 README.md    | 1 +
 2 files changed, 2 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 936fbe989..faa0bfcd8 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,6 +12,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#718](https://github.com/nf-core/mag/pull/718) - Added host removal for long reads using minimap2 as aligner (added by @muabnezor)
 - [#827](https://github.com/nf-core/mag/pull/827) - Added nf-test CI testing for all test profiles (added by @jfy133)
 - [#829](https://github.com/nf-core/mag/pull/829) - Add `--skip_shortread_qc` and `--skip_longread_qc` params for skipping certain default preprocessing steps (added by @erikrikarddaniel)
+- [#846](https://github.com/nf-core/mag/pull/846) - Improve documentation of `group` samplesheet column (added by @vinisalazar)
 
 ### `Changed`
 
diff --git a/README.md b/README.md
index 5046fbb04..7662b2792 100644
--- a/README.md
+++ b/README.md
@@ -99,6 +99,7 @@ Other code contributors include:
 - [Diego Alvarez](https://github.com/dialvarezs)
 - [Nikolaos Vergoulidis](https://github.com/IceGreb)
 - [Greg Fedewa](https://github.com/harper357)
+- [Vini Salazar](https://github.com/vinisalazar)
 
 Long read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)
 

From f898fff3ea91751ef7b45097b0a9ac37af9b9036 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 15 Aug 2025 07:59:57 +0000
Subject: [PATCH 031/288] Fix RO crate

---
 ro-crate-metadata.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ro-crate-metadata.json b/ro-crate-metadata.json
index 93872648c..f0f5322a3 100644
--- a/ro-crate-metadata.json
+++ b/ro-crate-metadata.json
@@ -23,7 +23,7 @@
             "@type": "Dataset",
             "creativeWorkStatus": "InProgress",
             "datePublished": "2025-07-16T17:34:55+00:00",
-            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.3.2-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.3.2)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p align=\"center\">\n    <img src=\"docs/images/mag_workflow.png\" alt=\"nf-core/mag workflow overview\" width=\"90%\">\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), and/or with [CONCOCT](https://github.com/BinPro/CONCOCT), and checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/).\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>\n```\n\nor\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [@willros](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
+            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.3.2-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.3.2)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p align=\"center\">\n    <img src=\"docs/images/mag_workflow.png\" alt=\"nf-core/mag workflow overview\" width=\"90%\">\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), and/or with [CONCOCT](https://github.com/BinPro/CONCOCT), and checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/).\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>\n```\n\nor\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [@willros](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
             "hasPart": [
                 {
                     "@id": "main.nf"

From 888c6fa49e284bca0d08e854b9556c67fda224fd Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 15 Aug 2025 15:15:01 +0200
Subject: [PATCH 032/288] Remove incorrectly used `.first()`

---
 CHANGELOG.md     | 1 +
 workflows/mag.nf | 2 +-
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index faa0bfcd8..2dd33a728 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -30,6 +30,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#843](https://github.com/nf-core/mag/pull/843) - Fixed issue with large format Bowtie2 index files not being emitted from index module (reported by Nick Eckersley, fix by @jfy133)
 - [#847](https://github.com/nf-core/mag/pull/847) - Allow the BBNorm process to use only 0.8 of the memory allocated to the task to stop if from oversubscribing memory (reported by and fix by @erikrikarddaniel)
+- [#855](https://github.com/nf-core/mag/pull/855) - Fixed some modules of the GDTBTk subworkflow not being represented in version lists (reported by @user, fix by @jfy133)
 
 ### `Dependencies`
 
diff --git a/workflows/mag.nf b/workflows/mag.nf
index 63c5b5885..4dbb1d518 100644
--- a/workflows/mag.nf
+++ b/workflows/mag.nf
@@ -441,7 +441,7 @@ workflow MAG {
                     gtdb,
                     gtdb_mash,
                 )
-                ch_versions = ch_versions.mix(GTDBTK.out.versions.first())
+                ch_versions = ch_versions.mix(GTDBTK.out.versions)
                 ch_gtdbtk_summary = GTDBTK.out.summary
             }
         }

From 1666485c25bcd92dfdb5adfdef0902e8e8ba6280 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 15 Aug 2025 15:20:02 +0200
Subject: [PATCH 033/288] Update CHANGELOG.md

---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 2dd33a728..7ba4d8d2e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -30,7 +30,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#843](https://github.com/nf-core/mag/pull/843) - Fixed issue with large format Bowtie2 index files not being emitted from index module (reported by Nick Eckersley, fix by @jfy133)
 - [#847](https://github.com/nf-core/mag/pull/847) - Allow the BBNorm process to use only 0.8 of the memory allocated to the task to stop if from oversubscribing memory (reported by and fix by @erikrikarddaniel)
-- [#855](https://github.com/nf-core/mag/pull/855) - Fixed some modules of the GDTBTk subworkflow not being represented in version lists (reported by @user, fix by @jfy133)
+- [#850](https://github.com/nf-core/mag/pull/850) - Fixed some modules of the GDTBTk subworkflow not being represented in version lists (reported by @user, fix by @jfy133)
 
 ### `Dependencies`
 

From 21ce24bc7ab7a3f98e40ebdae3347eb3d4f8a0aa Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 15 Aug 2025 15:28:14 +0200
Subject: [PATCH 034/288] Update CHANGELOG.md

---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7ba4d8d2e..20526b2b9 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -30,7 +30,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#843](https://github.com/nf-core/mag/pull/843) - Fixed issue with large format Bowtie2 index files not being emitted from index module (reported by Nick Eckersley, fix by @jfy133)
 - [#847](https://github.com/nf-core/mag/pull/847) - Allow the BBNorm process to use only 0.8 of the memory allocated to the task to stop if from oversubscribing memory (reported by and fix by @erikrikarddaniel)
-- [#850](https://github.com/nf-core/mag/pull/850) - Fixed some modules of the GDTBTk subworkflow not being represented in version lists (reported by @user, fix by @jfy133)
+- [#850](https://github.com/nf-core/mag/pull/850) - Fixed some modules of the GDTBTk subworkflow not being represented in version lists (fix by @jfy133)
 
 ### `Dependencies`
 

From ea1fecbf2dbbcad0fd98bd484dcb277ca4bdad79 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Wed, 13 Aug 2025 18:05:04 -0300
Subject: [PATCH 035/288] Test alternatives (WIP)

---
 conf/test_alternatives.config                 |  40 ++++
 modules.json                                  |   2 +-
 .../nf-core/checkm2/databasedownload/main.nf  |  25 +-
 .../nf-core/checkm2/databasedownload/meta.yml |  23 +-
 .../checkm2/databasedownload/tests/tags.yml   |   2 -
 nextflow.config                               |   3 +
 tests/test_alternatives.nf.test               |  36 +++
 tests/test_alternatives.nf.test.snap          | 224 ++++++++++++++++++
 8 files changed, 336 insertions(+), 19 deletions(-)
 create mode 100644 conf/test_alternatives.config
 delete mode 100644 modules/nf-core/checkm2/databasedownload/tests/tags.yml
 create mode 100644 tests/test_alternatives.nf.test
 create mode 100644 tests/test_alternatives.nf.test.snap

diff --git a/conf/test_alternatives.config b/conf/test_alternatives.config
new file mode 100644
index 000000000..71d1e9deb
--- /dev/null
+++ b/conf/test_alternatives.config
@@ -0,0 +1,40 @@
+/*
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+    Nextflow config file for running alternative tools
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+    Runs input data but skipping all possible steps to allow for a fast testing
+    profile for input checks etc.
+
+    Use as follows:
+        nextflow run nf-core/mag -profile test_alternatives,<docker/singularity> --outdir <OUTDIR>
+
+----------------------------------------------------------------------------------------
+*/
+
+// Limit resources so that this can run on GitHub Actions
+process {
+    resourceLimits = [
+        cpus: 4,
+        memory: '15.GB',
+        time: '1.h',
+    ]
+}
+
+params {
+    config_profile_name        = 'Test alternatives profile'
+    config_profile_description = 'Minimal test dataset to check pipeline function'
+
+    // Input data
+    input                         = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.v4.csv'
+	clip_tool                     = 'trimmomatic'
+	binqc_tool                    = 'checkm2'
+	bin_domain_classification     = true
+    skip_spades                   = true
+    skip_quast                    = true
+    skip_prodigal                 = true
+	skip_prokka                   = true
+    skip_gtdbtk                   = true
+    skip_maxbin2                  = true
+    skip_concoct                  = true
+    skip_metaeuk                  = true
+}
diff --git a/modules.json b/modules.json
index f88662a1c..0a698bb2f 100644
--- a/modules.json
+++ b/modules.json
@@ -83,7 +83,7 @@
                     },
                     "checkm2/databasedownload": {
                         "branch": "master",
-                        "git_sha": "6b8947dd401a58b08ca19f1952dc1182d66e4d89",
+                        "git_sha": "bcba09053293bbc4fcfecbe094af6d0127f2e0ec",
                         "installed_by": ["modules"]
                     },
                     "checkm2/predict": {
diff --git a/modules/nf-core/checkm2/databasedownload/main.nf b/modules/nf-core/checkm2/databasedownload/main.nf
index e144ce12f..3b6e85b2d 100644
--- a/modules/nf-core/checkm2/databasedownload/main.nf
+++ b/modules/nf-core/checkm2/databasedownload/main.nf
@@ -1,3 +1,16 @@
+def downloadZenodoApiEntry(zenodo_id) {
+    // Download metadata from Zenodo API, setting "Accept: application/json" header
+    def api_url  = "https://zenodo.org/api/records/${zenodo_id}"
+    def conn     = new URL(api_url).openConnection()
+    conn.setRequestProperty('Accept', 'application/json')
+    conn.setRequestProperty('User-Agent', "Nextflow ${nextflow.version ?: ''}".trim())
+
+    def api_text = conn.getInputStream().getText('UTF-8')
+    def parser   = new groovy.json.JsonSlurper()
+
+    return parser.parseText(api_text)
+}
+
 process CHECKM2_DATABASEDOWNLOAD {
     label 'process_single'
 
@@ -17,12 +30,12 @@ process CHECKM2_DATABASEDOWNLOAD {
     task.ext.when == null || task.ext.when
 
     script:
-    def args        = task.ext.args ?: ''
-    zenodo_id       = db_zenodo_id ?: 14897628  // Default to version 3 if no ID provided
-    api_data        = (new groovy.json.JsonSlurper()).parseText(file("https://zenodo.org/api/records/${zenodo_id}").text)
-    db_version      = api_data.metadata.version
-    checksum        = api_data.files[0].checksum.replaceFirst(/^md5:/, "md5=")
-    meta            = [id: 'checkm2_db', version: db_version]
+    def args   = task.ext.args ?: ''
+    zenodo_id  = db_zenodo_id ?: 14897628  // Default to version 3 if no ID provided
+    api_data   = downloadZenodoApiEntry(zenodo_id)
+    db_version = api_data.metadata.version
+    checksum   = api_data.files[0].checksum.replaceFirst(/^md5:/, "md5=")
+    meta       = [id: 'checkm2_db', version: db_version]
     """
     # Automatic download is broken when using singularity/apptainer (https://github.com/chklovski/CheckM2/issues/73)
     # So it's necessary to download the database manually
diff --git a/modules/nf-core/checkm2/databasedownload/meta.yml b/modules/nf-core/checkm2/databasedownload/meta.yml
index 632b49221..f91104ade 100644
--- a/modules/nf-core/checkm2/databasedownload/meta.yml
+++ b/modules/nf-core/checkm2/databasedownload/meta.yml
@@ -18,13 +18,13 @@ tools:
       identifier: ""
 
 input:
-  - - db_zenodo_id:
-        type: integer
-        description: Zenodo ID of the CheckM2 database to download
+  - db_zenodo_id:
+      type: integer
+      description: Zenodo ID of the CheckM2 database to download
 
 output:
-  - database:
-      - meta:
+  database:
+    - - meta:
           type: map
           description: |
             Groovy Map containing database information
@@ -33,10 +33,13 @@ output:
           type: file
           description: CheckM2 database file
           pattern: "checkm2_db_v*.dmnd"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@dialvarezs"
diff --git a/modules/nf-core/checkm2/databasedownload/tests/tags.yml b/modules/nf-core/checkm2/databasedownload/tests/tags.yml
deleted file mode 100644
index 46266770c..000000000
--- a/modules/nf-core/checkm2/databasedownload/tests/tags.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-checkm2/databasedownload:
-  - modules/nf-core/checkm2/databasedownload/**
diff --git a/nextflow.config b/nextflow.config
index 320778d70..d2310179f 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -371,6 +371,9 @@ profiles {
     test_longread {
         includeConfig 'conf/test_longread.config'
     }
+    test_alternatives {
+        includeConfig 'conf/test_alternatives.config'
+    }
 }
 
 // Load nf-core custom profiles from different institutions
diff --git a/tests/test_alternatives.nf.test b/tests/test_alternatives.nf.test
new file mode 100644
index 000000000..71827ea29
--- /dev/null
+++ b/tests/test_alternatives.nf.test
@@ -0,0 +1,36 @@
+nextflow_pipeline {
+
+    name "Test pipeline"
+    script "../main.nf"
+    tag "pipeline"
+    tag "test_alternatives"
+    profile "test_alternatives"
+
+    test("-profile test_alternatives") {
+
+        when {
+            params {
+                outdir = "$outputDir"
+            }
+        }
+
+        then {
+
+            // Output directory: multiqc
+            def stable_name_multiqc = getAllFilesFromDir("$outputDir/multiqc"            , relative: true, includeDir: false )
+            def stable_path_multiqc = getAllFilesFromDir("$outputDir/multiqc"            , ignore: ['**/*.{yaml,pdf,log,svg}', '**/general_stats_table.png', 'multiqc_report.html', '**/multiqc.log', '**/multiqc_data.json', '**/*-multiqc.parquet'])
+
+            assertAll(
+                { assert workflow.success },
+                { assert snapshot(
+                        // Number of successful tasks
+                        workflow.trace.succeeded().size(),
+                        // pipeline versions.yml file for multiqc from which Nextflow version is removed because we test pipelines on multiple Nextflow versions
+                        removeNextflowVersion("$outputDir/pipeline_info/nf_core_mag_software_mqc_versions.yml"),
+                    ).match()
+                },
+                { assert snapshot( stable_name_multiqc,       stable_path_multiqc       ).match('multiqc') },
+            )
+        }
+    }
+}
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
new file mode 100644
index 000000000..1fd1a18bd
--- /dev/null
+++ b/tests/test_alternatives.nf.test.snap
@@ -0,0 +1,224 @@
+{
+    "-profile test_alternatives": {
+        "content": [
+            41,
+            {
+                "BOWTIE2_ASSEMBLY_ALIGN": {
+                    "bowtie2": "2.4.2",
+                    "samtools": 1.11,
+                    "pigz": "2.3.4"
+                },
+                "BOWTIE2_PHIX_REMOVAL_ALIGN": {
+                    "bowtie2": "2.4.2"
+                },
+                "CHECKM2_PREDICT": {
+                    "checkm2": "1.1.0"
+                },
+                "CONCAT_BINQC_TSV": {
+                    "csvtk": "0.31.0"
+                },
+                "DASTOOL_FASTATOCONTIG2BIN_TIARA": {
+                    "dastool": "1.1.6"
+                },
+                "FASTQC_RAW": {
+                    "fastqc": "0.12.1"
+                },
+                "FASTQC_TRIMMED": {
+                    "fastqc": "0.12.1"
+                },
+                "GUNZIP_BINS": {
+                    "gunzip": 1.13
+                },
+                "GUNZIP_SHORTREAD_ASSEMBLIES": {
+                    "gunzip": 1.13
+                },
+                "MAG_DEPTHS": {
+                    "python": "3.6.7",
+                    "pandas": "1.1.5"
+                },
+                "MAG_DEPTHS_PLOT": {
+                    "python": "3.9.6",
+                    "pandas": "1.3.0",
+                    "seaborn": "0.11.0"
+                },
+                "MAG_DEPTHS_SUMMARY": {
+                    "python": "3.10.6",
+                    "pandas": "1.4.3"
+                },
+                "MEGAHIT": {
+                    "megahit": "1.2.9"
+                },
+                "METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD": {
+                    "metabat2": 2.15
+                },
+                "METABAT2_METABAT2": {
+                    "metabat2": 2.15
+                },
+                "SPLIT_FASTA": {
+                    "python": "3.6.7",
+                    "biopython": "1.7.4",
+                    "pandas": "1.1.5"
+                },
+                "TIARA_TIARA": {
+                    "tiara": "1.0.3"
+                },
+                "TRIMMOMATIC": {
+                    "trimmomatic": 0.39
+                },
+                "Workflow": {
+                    "nf-core/mag": "v4.1.0dev"
+                },
+                "r-base": "4.1.3",
+                "r-tidyverse": "1.3.1"
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-08-13T17:53:37.133922735"
+    },
+    "multiqc": {
+        "content": [
+            [
+                "multiqc_data/BETA-multiqc.parquet",
+                "multiqc_data/bowtie2_pe_plot.yaml",
+                "multiqc_data/checkm2-first-table.yaml",
+                "multiqc_data/fastqc-1-status-check-heatmap.yaml",
+                "multiqc_data/fastqc-1_per_base_n_content_plot.yaml",
+                "multiqc_data/fastqc-1_per_base_sequence_quality_plot.yaml",
+                "multiqc_data/fastqc-1_per_sequence_gc_content_plot_Counts.yaml",
+                "multiqc_data/fastqc-1_per_sequence_gc_content_plot_Percentages.yaml",
+                "multiqc_data/fastqc-1_per_sequence_quality_scores_plot.yaml",
+                "multiqc_data/fastqc-1_sequence_counts_plot.yaml",
+                "multiqc_data/fastqc-1_sequence_duplication_levels_plot.yaml",
+                "multiqc_data/fastqc-status-check-heatmap.yaml",
+                "multiqc_data/fastqc_per_base_n_content_plot.yaml",
+                "multiqc_data/fastqc_per_base_sequence_quality_plot.yaml",
+                "multiqc_data/fastqc_per_sequence_gc_content_plot_Counts.yaml",
+                "multiqc_data/fastqc_per_sequence_gc_content_plot_Percentages.yaml",
+                "multiqc_data/fastqc_per_sequence_quality_scores_plot.yaml",
+                "multiqc_data/fastqc_sequence_counts_plot.yaml",
+                "multiqc_data/fastqc_sequence_duplication_levels_plot.yaml",
+                "multiqc_data/fastqc_sequence_length_distribution_plot.yaml",
+                "multiqc_data/multiqc.log",
+                "multiqc_data/multiqc_bowtie2.yaml",
+                "multiqc_data/multiqc_bowtie2_bowtie2-2.yaml",
+                "multiqc_data/multiqc_checkm2.yaml",
+                "multiqc_data/multiqc_citations.yaml",
+                "multiqc_data/multiqc_data.json",
+                "multiqc_data/multiqc_fastqc.yaml",
+                "multiqc_data/multiqc_fastqc_fastqc-1.yaml",
+                "multiqc_data/multiqc_general_stats.yaml",
+                "multiqc_data/multiqc_software_versions.yaml",
+                "multiqc_data/multiqc_sources.yaml",
+                "multiqc_data/multiqc_trimmomatic.yaml",
+                "multiqc_data/trimmomatic_plot.yaml",
+                "multiqc_plots/pdf/bowtie2_pe_plot-cnt.pdf",
+                "multiqc_plots/pdf/bowtie2_pe_plot-pct.pdf",
+                "multiqc_plots/pdf/checkm2-first-table.pdf",
+                "multiqc_plots/pdf/fastqc-1-status-check-heatmap.pdf",
+                "multiqc_plots/pdf/fastqc-1_per_base_n_content_plot.pdf",
+                "multiqc_plots/pdf/fastqc-1_per_base_sequence_quality_plot.pdf",
+                "multiqc_plots/pdf/fastqc-1_per_sequence_gc_content_plot_Counts.pdf",
+                "multiqc_plots/pdf/fastqc-1_per_sequence_gc_content_plot_Percentages.pdf",
+                "multiqc_plots/pdf/fastqc-1_per_sequence_quality_scores_plot.pdf",
+                "multiqc_plots/pdf/fastqc-1_sequence_counts_plot-cnt.pdf",
+                "multiqc_plots/pdf/fastqc-1_sequence_counts_plot-pct.pdf",
+                "multiqc_plots/pdf/fastqc-1_sequence_duplication_levels_plot.pdf",
+                "multiqc_plots/pdf/fastqc-status-check-heatmap.pdf",
+                "multiqc_plots/pdf/fastqc_per_base_n_content_plot.pdf",
+                "multiqc_plots/pdf/fastqc_per_base_sequence_quality_plot.pdf",
+                "multiqc_plots/pdf/fastqc_per_sequence_gc_content_plot_Counts.pdf",
+                "multiqc_plots/pdf/fastqc_per_sequence_gc_content_plot_Percentages.pdf",
+                "multiqc_plots/pdf/fastqc_per_sequence_quality_scores_plot.pdf",
+                "multiqc_plots/pdf/fastqc_sequence_counts_plot-cnt.pdf",
+                "multiqc_plots/pdf/fastqc_sequence_counts_plot-pct.pdf",
+                "multiqc_plots/pdf/fastqc_sequence_duplication_levels_plot.pdf",
+                "multiqc_plots/pdf/fastqc_sequence_length_distribution_plot.pdf",
+                "multiqc_plots/pdf/trimmomatic_plot-cnt.pdf",
+                "multiqc_plots/pdf/trimmomatic_plot-pct.pdf",
+                "multiqc_plots/png/bowtie2_pe_plot-cnt.png",
+                "multiqc_plots/png/bowtie2_pe_plot-pct.png",
+                "multiqc_plots/png/checkm2-first-table.png",
+                "multiqc_plots/png/fastqc-1-status-check-heatmap.png",
+                "multiqc_plots/png/fastqc-1_per_base_n_content_plot.png",
+                "multiqc_plots/png/fastqc-1_per_base_sequence_quality_plot.png",
+                "multiqc_plots/png/fastqc-1_per_sequence_gc_content_plot_Counts.png",
+                "multiqc_plots/png/fastqc-1_per_sequence_gc_content_plot_Percentages.png",
+                "multiqc_plots/png/fastqc-1_per_sequence_quality_scores_plot.png",
+                "multiqc_plots/png/fastqc-1_sequence_counts_plot-cnt.png",
+                "multiqc_plots/png/fastqc-1_sequence_counts_plot-pct.png",
+                "multiqc_plots/png/fastqc-1_sequence_duplication_levels_plot.png",
+                "multiqc_plots/png/fastqc-status-check-heatmap.png",
+                "multiqc_plots/png/fastqc_per_base_n_content_plot.png",
+                "multiqc_plots/png/fastqc_per_base_sequence_quality_plot.png",
+                "multiqc_plots/png/fastqc_per_sequence_gc_content_plot_Counts.png",
+                "multiqc_plots/png/fastqc_per_sequence_gc_content_plot_Percentages.png",
+                "multiqc_plots/png/fastqc_per_sequence_quality_scores_plot.png",
+                "multiqc_plots/png/fastqc_sequence_counts_plot-cnt.png",
+                "multiqc_plots/png/fastqc_sequence_counts_plot-pct.png",
+                "multiqc_plots/png/fastqc_sequence_duplication_levels_plot.png",
+                "multiqc_plots/png/fastqc_sequence_length_distribution_plot.png",
+                "multiqc_plots/png/trimmomatic_plot-cnt.png",
+                "multiqc_plots/png/trimmomatic_plot-pct.png",
+                "multiqc_plots/svg/bowtie2_pe_plot-cnt.svg",
+                "multiqc_plots/svg/bowtie2_pe_plot-pct.svg",
+                "multiqc_plots/svg/checkm2-first-table.svg",
+                "multiqc_plots/svg/fastqc-1-status-check-heatmap.svg",
+                "multiqc_plots/svg/fastqc-1_per_base_n_content_plot.svg",
+                "multiqc_plots/svg/fastqc-1_per_base_sequence_quality_plot.svg",
+                "multiqc_plots/svg/fastqc-1_per_sequence_gc_content_plot_Counts.svg",
+                "multiqc_plots/svg/fastqc-1_per_sequence_gc_content_plot_Percentages.svg",
+                "multiqc_plots/svg/fastqc-1_per_sequence_quality_scores_plot.svg",
+                "multiqc_plots/svg/fastqc-1_sequence_counts_plot-cnt.svg",
+                "multiqc_plots/svg/fastqc-1_sequence_counts_plot-pct.svg",
+                "multiqc_plots/svg/fastqc-1_sequence_duplication_levels_plot.svg",
+                "multiqc_plots/svg/fastqc-status-check-heatmap.svg",
+                "multiqc_plots/svg/fastqc_per_base_n_content_plot.svg",
+                "multiqc_plots/svg/fastqc_per_base_sequence_quality_plot.svg",
+                "multiqc_plots/svg/fastqc_per_sequence_gc_content_plot_Counts.svg",
+                "multiqc_plots/svg/fastqc_per_sequence_gc_content_plot_Percentages.svg",
+                "multiqc_plots/svg/fastqc_per_sequence_quality_scores_plot.svg",
+                "multiqc_plots/svg/fastqc_sequence_counts_plot-cnt.svg",
+                "multiqc_plots/svg/fastqc_sequence_counts_plot-pct.svg",
+                "multiqc_plots/svg/fastqc_sequence_duplication_levels_plot.svg",
+                "multiqc_plots/svg/fastqc_sequence_length_distribution_plot.svg",
+                "multiqc_plots/svg/trimmomatic_plot-cnt.svg",
+                "multiqc_plots/svg/trimmomatic_plot-pct.svg",
+                "multiqc_report.html"
+            ],
+            [
+                "bowtie2_pe_plot-cnt.png:md5,204e795789223efc6e42db637fd0fa7e",
+                "bowtie2_pe_plot-pct.png:md5,cb1fcf8d2837b690232f56c2906ded8b",
+                "checkm2-first-table.png:md5,5e98c243e0e3e6bee43de182eef8dae9",
+                "fastqc-1-status-check-heatmap.png:md5,a9be0f08ad4d38d3aca490845a42f523",
+                "fastqc-1_per_base_n_content_plot.png:md5,768a99278da1c2176196a5660e632afc",
+                "fastqc-1_per_base_sequence_quality_plot.png:md5,75bfbadc318295c97b1ee890145739f1",
+                "fastqc-1_per_sequence_gc_content_plot_Counts.png:md5,c3577b2dc9eb7949d315e4f54e9bbfd8",
+                "fastqc-1_per_sequence_gc_content_plot_Percentages.png:md5,f349e45b5aae289fc78978cd0e324daa",
+                "fastqc-1_per_sequence_quality_scores_plot.png:md5,8ef9ed01251bdb1d6f17ffe7fcc7f39a",
+                "fastqc-1_sequence_counts_plot-cnt.png:md5,90068f0af1c79fd3794b0333b5d6f6d5",
+                "fastqc-1_sequence_counts_plot-pct.png:md5,b9d32e71c4865664748a1f4a437b5704",
+                "fastqc-1_sequence_duplication_levels_plot.png:md5,cf8764db119fc480966dbf9ae0a0085c",
+                "fastqc-status-check-heatmap.png:md5,473d87c9a227f6679980bc01293f748f",
+                "fastqc_per_base_n_content_plot.png:md5,1aa0fec0580581ace6d7f6cb2627149c",
+                "fastqc_per_base_sequence_quality_plot.png:md5,00460797814f60e7ca119694cbefe137",
+                "fastqc_per_sequence_gc_content_plot_Counts.png:md5,13eaedd412f382314db5c6a96128cdf8",
+                "fastqc_per_sequence_gc_content_plot_Percentages.png:md5,61d09915e01f43b51963f21fcccd618a",
+                "fastqc_per_sequence_quality_scores_plot.png:md5,a23c76ee8753b916e617556cc5914a95",
+                "fastqc_sequence_counts_plot-cnt.png:md5,2db0a5dbbb9e0ff02d2a59f49f173605",
+                "fastqc_sequence_counts_plot-pct.png:md5,994d66d2361ddb596aedffa4e9ad351b",
+                "fastqc_sequence_duplication_levels_plot.png:md5,e0ac2799f10d769c094a2845c3dfbddb",
+                "fastqc_sequence_length_distribution_plot.png:md5,f437a087d35f84725eab16638556aca8",
+                "trimmomatic_plot-cnt.png:md5,2bdece70a73dc7dcc4f18b55abe7236d",
+                "trimmomatic_plot-pct.png:md5,1587f68182c8cd2784e80e3108efb1d0"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-08-13T18:00:16.981416113"
+    }
+}
\ No newline at end of file

From 52f53f22f33102bf8986bb4298536d8a84e41b2c Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Thu, 14 Aug 2025 19:11:09 -0300
Subject: [PATCH 036/288] Test alternatives (WIP 2)

---
 tests/.nftignore                     |  20 ++++-
 tests/test_alternatives.nf.test      |  51 ++++++++++-
 tests/test_alternatives.nf.test.snap | 126 +++++++++++++++++++++++++--
 3 files changed, 183 insertions(+), 14 deletions(-)

diff --git a/tests/.nftignore b/tests/.nftignore
index 158c83c59..826ad7e30 100644
--- a/tests/.nftignore
+++ b/tests/.nftignore
@@ -1,11 +1,23 @@
 .DS_Store
-multiqc/multiqc_data/fastqc_top_overrepresented_sequences_table.txt
+Assembly/*/*.contigs.fa.gz
+Assembly/MEGAHIT/*.log
+Assembly/MEGAHIT/QC/*/*.bowtie2.log
+fastqc/*_fastqc.{html,zip}
+GenomeBinning/{MaxBin2,MetaBAT2}/**/*.fa.gz
+GenomeBinning/{MaxBin2,MetaBAT2}/**/*.faa
+GenomeBinning/**/{tiara,checkm2}_summary.tsv
+GenomeBinning/bin_summary.tsv
+GenomeBinning/depths/**/*-depth.txt.gz
+GenomeBinning/QC/CheckM2/*_checkm2_report.tsv
+GenomeBinning/QC/CheckM2/**/{DIAMOND_RESULTS.tsv,quality_report.tsv}
+GenomeBinning/QC/CheckM2/*/checkm2.log
 multiqc/multiqc_data/BETA-multiqc.parquet
-multiqc/multiqc_data/multiqc.log
+multiqc/multiqc_data/fastqc_top_overrepresented_sequences_table.txt
 multiqc/multiqc_data/multiqc_data.json
-multiqc/multiqc_data/multiqc_sources.txt
 multiqc/multiqc_data/multiqc_software_versions.txt
+multiqc/multiqc_data/multiqc_sources.txt
+multiqc/multiqc_data/multiqc.log
 multiqc/multiqc_plots/{svg,pdf,png}/*.{svg,pdf,png}
 multiqc/multiqc_report.html
-fastqc/*_fastqc.{html,zip}
 pipeline_info/*.{html,json,txt,yml}
+QC_shortreads/remove_phix/*.log
diff --git a/tests/test_alternatives.nf.test b/tests/test_alternatives.nf.test
index 71827ea29..6a896a751 100644
--- a/tests/test_alternatives.nf.test
+++ b/tests/test_alternatives.nf.test
@@ -16,9 +16,49 @@ nextflow_pipeline {
 
         then {
 
-            // Output directory: multiqc
-            def stable_name_multiqc = getAllFilesFromDir("$outputDir/multiqc"            , relative: true, includeDir: false )
-            def stable_path_multiqc = getAllFilesFromDir("$outputDir/multiqc"            , ignore: ['**/*.{yaml,pdf,log,svg}', '**/general_stats_table.png', 'multiqc_report.html', '**/multiqc.log', '**/multiqc_data.json', '**/*-multiqc.parquet'])
+            // Output dir: QC_shortreads
+            def stable_name_qc = getAllFilesFromDir(
+                "$outputDir/QC_shortreads",
+                relative: true,
+                includeDir: false,
+            )
+            def stable_path_qc = getAllFilesFromDir(
+                "$outputDir/QC_shortreads",
+                ignore: ['remove_phix/*.log']
+            )
+
+            // Output dir: Assembly
+            def stable_name_assembly = getAllFilesFromDir(
+                "$outputDir/Assembly",
+                relative: true,
+                includeDir: false,
+            )
+            def stable_path_assembly = getAllFilesFromDir(
+                "$outputDir/Assembly",
+                ignore: ['MEGAHIT/*.log', 'MEGAHIT/QC/*/*.bowtie2.log']
+            )
+
+            // Output dir: GenomeBinning
+            def stable_name_binning = getAllFilesFromDir(
+                "$outputDir/GenomeBinning",
+                relative: true,
+                includeDir: false,
+            )
+            def stable_path_binning = getAllFilesFromDir(
+                "$outputDir/GenomeBinning",
+                ignore: ['**/{tiara,checkm2}_summary.tsv', 'depths/**/*-depth.txt.gz', 'QC/CheckM2/*_checkm2_report.tsv', 'QC/CheckM2/*/checkm2.log', 'QC/CheckM2/**/{DIAMOND_RESULTS.tsv,quality_report.tsv}']
+            )
+
+            // Output dir: multiqc
+            def stable_name_multiqc = getAllFilesFromDir(
+                "$outputDir/multiqc",
+                relative: true,
+                includeDir: false,
+            )
+            def stable_path_multiqc = getAllFilesFromDir(
+                "$outputDir/multiqc",
+                ignore: ['**/*.{yaml,pdf,log,svg}', '**/general_stats_table.png', 'multiqc_report.html', '**/multiqc.log', '**/multiqc_data.json', '**/*-multiqc.parquet', '**/bowtie2_pe_plot-*.png', '**/checkm2-*.png'],
+            )
 
             assertAll(
                 { assert workflow.success },
@@ -29,7 +69,10 @@ nextflow_pipeline {
                         removeNextflowVersion("$outputDir/pipeline_info/nf_core_mag_software_mqc_versions.yml"),
                     ).match()
                 },
-                { assert snapshot( stable_name_multiqc,       stable_path_multiqc       ).match('multiqc') },
+                { assert snapshot(stable_name_qc,       stable_path_qc      ).match('qc') },
+                { assert snapshot(stable_name_assembly, stable_path_assembly).match('assembly') },
+                { assert snapshot(stable_name_binning,  stable_path_binning ).match('binning') },
+                { assert snapshot(stable_name_multiqc,  stable_path_multiqc ).match('multiqc') },
             )
         }
     }
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index 1fd1a18bd..d1909746a 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -1,7 +1,7 @@
 {
     "-profile test_alternatives": {
         "content": [
-            41,
+            40,
             {
                 "BOWTIE2_ASSEMBLY_ALIGN": {
                     "bowtie2": "2.4.2",
@@ -76,7 +76,124 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-13T17:53:37.133922735"
+        "timestamp": "2025-08-14T18:57:23.348145135"
+    },
+    "qc": {
+        "content": [
+            [
+                "fastqc/test_minigut_run0_raw_1_fastqc.html",
+                "fastqc/test_minigut_run0_raw_2_fastqc.html",
+                "fastqc/test_minigut_run0_trimmed_1_fastqc.html",
+                "fastqc/test_minigut_run0_trimmed_2_fastqc.html",
+                "fastqc/test_minigut_sample2_run0_raw_1_fastqc.html",
+                "fastqc/test_minigut_sample2_run0_raw_2_fastqc.html",
+                "fastqc/test_minigut_sample2_run0_trimmed_1_fastqc.html",
+                "fastqc/test_minigut_sample2_run0_trimmed_2_fastqc.html",
+                "remove_phix/test_minigut_run0_phix_removed.bowtie2.log",
+                "remove_phix/test_minigut_sample2_run0_phix_removed.bowtie2.log",
+                "trimmomatic/test_minigut/test_minigut_run0_trimmomatic_trim.log",
+                "trimmomatic/test_minigut_sample2/test_minigut_sample2_run0_trimmomatic_trim.log"
+            ],
+            [
+                "test_minigut_run0_phix_removed.bowtie2.log:md5,b3406dce012289623d9e6c020100a5ed",
+                "test_minigut_sample2_run0_phix_removed.bowtie2.log:md5,46552e3e7fac13bf10bff005cb32f52c",
+                "test_minigut_run0_trimmomatic_trim.log:md5,1d755bf9117ce0af4c47b4ad0b358f53",
+                "test_minigut_sample2_run0_trimmomatic_trim.log:md5,ea9f15adce3091c96ef7ba6285957676"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-08-14T19:09:32.168898628"
+    },
+    "assembly": {
+        "content": [
+            [
+                "MEGAHIT/MEGAHIT-test_minigut.contigs.fa.gz",
+                "MEGAHIT/MEGAHIT-test_minigut.log",
+                "MEGAHIT/MEGAHIT-test_minigut_sample2.contigs.fa.gz",
+                "MEGAHIT/MEGAHIT-test_minigut_sample2.log",
+                "MEGAHIT/QC/test_minigut/MEGAHIT-test_minigut-test_minigut_sample2.bowtie2.log",
+                "MEGAHIT/QC/test_minigut/MEGAHIT-test_minigut.bowtie2.log",
+                "MEGAHIT/QC/test_minigut_sample2/MEGAHIT-test_minigut_sample2-test_minigut.bowtie2.log",
+                "MEGAHIT/QC/test_minigut_sample2/MEGAHIT-test_minigut_sample2.bowtie2.log"
+            ],
+            [
+                "MEGAHIT-test_minigut.contigs.fa.gz:md5,b964dc86c76d96f6e18e6d5791eabea7",
+                "MEGAHIT-test_minigut.log:md5,9783e24cc645ac2eb2ddc88a5cb04ed3",
+                "MEGAHIT-test_minigut_sample2.contigs.fa.gz:md5,a75ff5a3eb824e47794fc18c3cb4f12f",
+                "MEGAHIT-test_minigut_sample2.log:md5,6e380e65e7234b909d98b2be377846b6",
+                "MEGAHIT-test_minigut-test_minigut_sample2.bowtie2.log:md5,cf6a587181bc39323c74bf41c0df63e1",
+                "MEGAHIT-test_minigut.bowtie2.log:md5,6bb26aa5ad901a75f95001ed0eb3bcd9",
+                "MEGAHIT-test_minigut_sample2-test_minigut.bowtie2.log:md5,8b0db6759d9e0b6bae2001cdafbd29c9",
+                "MEGAHIT-test_minigut_sample2.bowtie2.log:md5,527b513d48feccf6b58f410544d3020b"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-08-14T19:09:32.312238307"
+    },
+    "binning": {
+        "content": [
+            [
+                "MetaBAT2/bins/MEGAHIT-MetaBAT2-test_minigut.1.fa.gz",
+                "MetaBAT2/bins/MEGAHIT-MetaBAT2-test_minigut.2.fa.gz",
+                "MetaBAT2/discarded/MEGAHIT-MetaBAT2-test_minigut.lowDepth.fa.gz",
+                "MetaBAT2/discarded/MEGAHIT-MetaBAT2-test_minigut.tooShort.fa.gz",
+                "MetaBAT2/discarded/MEGAHIT-MetaBAT2-test_minigut_sample2.lowDepth.fa.gz",
+                "MetaBAT2/discarded/MEGAHIT-MetaBAT2-test_minigut_sample2.tooShort.fa.gz",
+                "MetaBAT2/unbinned/discarded/MEGAHIT-MetaBAT2-test_minigut.unbinned.pooled.fa.gz",
+                "MetaBAT2/unbinned/discarded/MEGAHIT-MetaBAT2-test_minigut.unbinned.remaining.fa.gz",
+                "MetaBAT2/unbinned/discarded/MEGAHIT-MetaBAT2-test_minigut_sample2.unbinned.pooled.fa.gz",
+                "MetaBAT2/unbinned/discarded/MEGAHIT-MetaBAT2-test_minigut_sample2.unbinned.remaining.fa.gz",
+                "QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut/checkm2.log",
+                "QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut/diamond_output/DIAMOND_RESULTS.tsv",
+                "QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut/protein_files/MEGAHIT-MetaBAT2-test_minigut.1.faa",
+                "QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut/protein_files/MEGAHIT-MetaBAT2-test_minigut.2.faa",
+                "QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut/quality_report.tsv",
+                "QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut_checkm2_report.tsv",
+                "QC/checkm2_summary.tsv",
+                "Tiara/tiara_summary.tsv",
+                "bin_summary.tsv",
+                "depths/bins/MEGAHIT-MetaBAT2-test_minigut-binDepths.heatmap.png",
+                "depths/bins/bin_depths_summary.tsv",
+                "depths/contigs/MEGAHIT-test_minigut-depth.txt.gz",
+                "depths/contigs/MEGAHIT-test_minigut_sample2-depth.txt.gz"
+            ],
+            [
+                "MEGAHIT-MetaBAT2-test_minigut.1.fa.gz:md5,8031c69573a673d51f9e7baaa54d6f65",
+                "MEGAHIT-MetaBAT2-test_minigut.2.fa.gz:md5,34d9c7dad05601f1a199de19723bcbd3",
+                "MEGAHIT-MetaBAT2-test_minigut.lowDepth.fa.gz:md5,d41d8cd98f00b204e9800998ecf8427e",
+                "MEGAHIT-MetaBAT2-test_minigut.tooShort.fa.gz:md5,486411cbebb4f8f9e56cc2593ad13e96",
+                "MEGAHIT-MetaBAT2-test_minigut_sample2.lowDepth.fa.gz:md5,d41d8cd98f00b204e9800998ecf8427e",
+                "MEGAHIT-MetaBAT2-test_minigut_sample2.tooShort.fa.gz:md5,c1ec324c515b71708ddbc23251f598bd",
+                "MEGAHIT-MetaBAT2-test_minigut.unbinned.pooled.fa.gz:md5,8c5d775a08f5a1ffde9a4f2a917a3b69",
+                "MEGAHIT-MetaBAT2-test_minigut.unbinned.remaining.fa.gz:md5,4e4239c4c82e4b8f55f42688c096193a",
+                "MEGAHIT-MetaBAT2-test_minigut_sample2.unbinned.pooled.fa.gz:md5,a4a11a392f0c2c5cbc5ae2a1a98ec5c1",
+                "MEGAHIT-MetaBAT2-test_minigut_sample2.unbinned.remaining.fa.gz:md5,51f1e6cea231ab99c07936d5458542d0",
+                "checkm2.log:md5,3dd5753da3d4ae4f9a76fde5339dfc78",
+                "DIAMOND_RESULTS.tsv:md5,ebc5e64a218a0233f141661d3a52c7a8",
+                "MEGAHIT-MetaBAT2-test_minigut.1.faa:md5,bdbf532e2537e21b48aa99f77720e1cb",
+                "MEGAHIT-MetaBAT2-test_minigut.2.faa:md5,08363907d46ab20c8a3aa56e7e6000d2",
+                "quality_report.tsv:md5,b034a905fddb961140787b852396d37c",
+                "MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut_checkm2_report.tsv:md5,b034a905fddb961140787b852396d37c",
+                "checkm2_summary.tsv:md5,b034a905fddb961140787b852396d37c",
+                "tiara_summary.tsv:md5,475223cc83afd11cdaffbb8ad65a9cdc",
+                "bin_summary.tsv:md5,292383e23a8ec59850c60842db980b6e",
+                "MEGAHIT-MetaBAT2-test_minigut-binDepths.heatmap.png:md5,cda6984f0899f6ccb6dd05b504da2445",
+                "bin_depths_summary.tsv:md5,645bb2cd93dc14cdf6a39ae3fd45067d",
+                "MEGAHIT-test_minigut-depth.txt.gz:md5,9642f71b00f9fe8a3701922599cd69a2",
+                "MEGAHIT-test_minigut_sample2-depth.txt.gz:md5,a1bd20c606eab1a798df09ca17c5051e"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-08-14T19:09:32.527368312"
     },
     "multiqc": {
         "content": [
@@ -189,9 +306,6 @@
                 "multiqc_report.html"
             ],
             [
-                "bowtie2_pe_plot-cnt.png:md5,204e795789223efc6e42db637fd0fa7e",
-                "bowtie2_pe_plot-pct.png:md5,cb1fcf8d2837b690232f56c2906ded8b",
-                "checkm2-first-table.png:md5,5e98c243e0e3e6bee43de182eef8dae9",
                 "fastqc-1-status-check-heatmap.png:md5,a9be0f08ad4d38d3aca490845a42f523",
                 "fastqc-1_per_base_n_content_plot.png:md5,768a99278da1c2176196a5660e632afc",
                 "fastqc-1_per_base_sequence_quality_plot.png:md5,75bfbadc318295c97b1ee890145739f1",
@@ -219,6 +333,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-13T18:00:16.981416113"
+        "timestamp": "2025-08-14T12:11:08.832084028"
     }
 }
\ No newline at end of file

From c88244016d86fc41d8c24f06eeef4556478e85a1 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Sat, 16 Aug 2025 00:35:04 -0300
Subject: [PATCH 037/288] Test alternatives (complete)

---
 conf/test_alternatives.config        |   1 +
 tests/.nftignore                     |  15 +-
 tests/test_alternatives.nf.test      |  30 +-
 tests/test_alternatives.nf.test.snap | 404 +++++++++++++--------------
 4 files changed, 214 insertions(+), 236 deletions(-)

diff --git a/conf/test_alternatives.config b/conf/test_alternatives.config
index 71d1e9deb..b004e29a9 100644
--- a/conf/test_alternatives.config
+++ b/conf/test_alternatives.config
@@ -37,4 +37,5 @@ params {
     skip_maxbin2                  = true
     skip_concoct                  = true
     skip_metaeuk                  = true
+    megahit_fix_cpu_1             = true
 }
diff --git a/tests/.nftignore b/tests/.nftignore
index 826ad7e30..9f75dcae5 100644
--- a/tests/.nftignore
+++ b/tests/.nftignore
@@ -1,23 +1,18 @@
 .DS_Store
-Assembly/*/*.contigs.fa.gz
 Assembly/MEGAHIT/*.log
 Assembly/MEGAHIT/QC/*/*.bowtie2.log
-fastqc/*_fastqc.{html,zip}
-GenomeBinning/{MaxBin2,MetaBAT2}/**/*.fa.gz
-GenomeBinning/{MaxBin2,MetaBAT2}/**/*.faa
-GenomeBinning/**/{tiara,checkm2}_summary.tsv
-GenomeBinning/bin_summary.tsv
 GenomeBinning/depths/**/*-depth.txt.gz
-GenomeBinning/QC/CheckM2/*_checkm2_report.tsv
-GenomeBinning/QC/CheckM2/**/{DIAMOND_RESULTS.tsv,quality_report.tsv}
+GenomeBinning/depths/bins/*.png
+GenomeBinning/MetaBAT2/unbinned/discarded/*.unbinned.pooled.fa.gz
 GenomeBinning/QC/CheckM2/*/checkm2.log
 multiqc/multiqc_data/BETA-multiqc.parquet
 multiqc/multiqc_data/fastqc_top_overrepresented_sequences_table.txt
 multiqc/multiqc_data/multiqc_data.json
 multiqc/multiqc_data/multiqc_software_versions.txt
-multiqc/multiqc_data/multiqc_sources.txt
+multiqc/multiqc_data/multiqc_sources.{txt,yaml}
 multiqc/multiqc_data/multiqc.log
 multiqc/multiqc_plots/{svg,pdf,png}/*.{svg,pdf,png}
 multiqc/multiqc_report.html
 pipeline_info/*.{html,json,txt,yml}
-QC_shortreads/remove_phix/*.log
+QC_shortreads/fastqc/*_fastqc.{html,zip}
+QC_shortreads/remove_phix/*.log
\ No newline at end of file
diff --git a/tests/test_alternatives.nf.test b/tests/test_alternatives.nf.test
index 6a896a751..93136d4c0 100644
--- a/tests/test_alternatives.nf.test
+++ b/tests/test_alternatives.nf.test
@@ -18,46 +18,34 @@ nextflow_pipeline {
 
             // Output dir: QC_shortreads
             def stable_name_qc = getAllFilesFromDir(
-                "$outputDir/QC_shortreads",
-                relative: true,
-                includeDir: false,
+                params.outdir, include: ['QC_shortreads/**'], relative: true, includeDir: false
             )
             def stable_path_qc = getAllFilesFromDir(
-                "$outputDir/QC_shortreads",
-                ignore: ['remove_phix/*.log']
+                params.outdir, include: ['QC_shortreads/**'], ignoreFile: 'tests/.nftignore'
             )
 
             // Output dir: Assembly
             def stable_name_assembly = getAllFilesFromDir(
-                "$outputDir/Assembly",
-                relative: true,
-                includeDir: false,
+                params.outdir, include: ['Assembly/**'], relative: true, includeDir: false
             )
             def stable_path_assembly = getAllFilesFromDir(
-                "$outputDir/Assembly",
-                ignore: ['MEGAHIT/*.log', 'MEGAHIT/QC/*/*.bowtie2.log']
+                params.outdir, include: ['Assembly/**'], ignoreFile: 'tests/.nftignore'
             )
 
             // Output dir: GenomeBinning
             def stable_name_binning = getAllFilesFromDir(
-                "$outputDir/GenomeBinning",
-                relative: true,
-                includeDir: false,
+                params.outdir, include: ['GenomeBinning/**'], relative: true, includeDir: false
             )
             def stable_path_binning = getAllFilesFromDir(
-                "$outputDir/GenomeBinning",
-                ignore: ['**/{tiara,checkm2}_summary.tsv', 'depths/**/*-depth.txt.gz', 'QC/CheckM2/*_checkm2_report.tsv', 'QC/CheckM2/*/checkm2.log', 'QC/CheckM2/**/{DIAMOND_RESULTS.tsv,quality_report.tsv}']
+                params.outdir, include: ['GenomeBinning/**'], ignoreFile: 'tests/.nftignore'
             )
 
             // Output dir: multiqc
             def stable_name_multiqc = getAllFilesFromDir(
-                "$outputDir/multiqc",
-                relative: true,
-                includeDir: false,
+                params.outdir, include: ['multiqc/**'], relative: true, includeDir: false
             )
             def stable_path_multiqc = getAllFilesFromDir(
-                "$outputDir/multiqc",
-                ignore: ['**/*.{yaml,pdf,log,svg}', '**/general_stats_table.png', 'multiqc_report.html', '**/multiqc.log', '**/multiqc_data.json', '**/*-multiqc.parquet', '**/bowtie2_pe_plot-*.png', '**/checkm2-*.png'],
+                params.outdir, include: ['multiqc/**'], ignoreFile: 'tests/.nftignore'
             )
 
             assertAll(
@@ -66,7 +54,7 @@ nextflow_pipeline {
                         // Number of successful tasks
                         workflow.trace.succeeded().size(),
                         // pipeline versions.yml file for multiqc from which Nextflow version is removed because we test pipelines on multiple Nextflow versions
-                        removeNextflowVersion("$outputDir/pipeline_info/nf_core_mag_software_mqc_versions.yml"),
+                        removeNextflowVersion("${outputDir}/pipeline_info/nf_core_mag_software_mqc_versions.yml"),
                     ).match()
                 },
                 { assert snapshot(stable_name_qc,       stable_path_qc      ).match('qc') },
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index d1909746a..fb1a996a6 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -81,22 +81,20 @@
     "qc": {
         "content": [
             [
-                "fastqc/test_minigut_run0_raw_1_fastqc.html",
-                "fastqc/test_minigut_run0_raw_2_fastqc.html",
-                "fastqc/test_minigut_run0_trimmed_1_fastqc.html",
-                "fastqc/test_minigut_run0_trimmed_2_fastqc.html",
-                "fastqc/test_minigut_sample2_run0_raw_1_fastqc.html",
-                "fastqc/test_minigut_sample2_run0_raw_2_fastqc.html",
-                "fastqc/test_minigut_sample2_run0_trimmed_1_fastqc.html",
-                "fastqc/test_minigut_sample2_run0_trimmed_2_fastqc.html",
-                "remove_phix/test_minigut_run0_phix_removed.bowtie2.log",
-                "remove_phix/test_minigut_sample2_run0_phix_removed.bowtie2.log",
-                "trimmomatic/test_minigut/test_minigut_run0_trimmomatic_trim.log",
-                "trimmomatic/test_minigut_sample2/test_minigut_sample2_run0_trimmomatic_trim.log"
+                "QC_shortreads/fastqc/test_minigut_run0_raw_1_fastqc.html",
+                "QC_shortreads/fastqc/test_minigut_run0_raw_2_fastqc.html",
+                "QC_shortreads/fastqc/test_minigut_run0_trimmed_1_fastqc.html",
+                "QC_shortreads/fastqc/test_minigut_run0_trimmed_2_fastqc.html",
+                "QC_shortreads/fastqc/test_minigut_sample2_run0_raw_1_fastqc.html",
+                "QC_shortreads/fastqc/test_minigut_sample2_run0_raw_2_fastqc.html",
+                "QC_shortreads/fastqc/test_minigut_sample2_run0_trimmed_1_fastqc.html",
+                "QC_shortreads/fastqc/test_minigut_sample2_run0_trimmed_2_fastqc.html",
+                "QC_shortreads/remove_phix/test_minigut_run0_phix_removed.bowtie2.log",
+                "QC_shortreads/remove_phix/test_minigut_sample2_run0_phix_removed.bowtie2.log",
+                "QC_shortreads/trimmomatic/test_minigut/test_minigut_run0_trimmomatic_trim.log",
+                "QC_shortreads/trimmomatic/test_minigut_sample2/test_minigut_sample2_run0_trimmomatic_trim.log"
             ],
             [
-                "test_minigut_run0_phix_removed.bowtie2.log:md5,b3406dce012289623d9e6c020100a5ed",
-                "test_minigut_sample2_run0_phix_removed.bowtie2.log:md5,46552e3e7fac13bf10bff005cb32f52c",
                 "test_minigut_run0_trimmomatic_trim.log:md5,1d755bf9117ce0af4c47b4ad0b358f53",
                 "test_minigut_sample2_run0_trimmomatic_trim.log:md5,ea9f15adce3091c96ef7ba6285957676"
             ]
@@ -105,234 +103,230 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-14T19:09:32.168898628"
+        "timestamp": "2025-08-15T17:19:55.404846039"
     },
     "assembly": {
         "content": [
             [
-                "MEGAHIT/MEGAHIT-test_minigut.contigs.fa.gz",
-                "MEGAHIT/MEGAHIT-test_minigut.log",
-                "MEGAHIT/MEGAHIT-test_minigut_sample2.contigs.fa.gz",
-                "MEGAHIT/MEGAHIT-test_minigut_sample2.log",
-                "MEGAHIT/QC/test_minigut/MEGAHIT-test_minigut-test_minigut_sample2.bowtie2.log",
-                "MEGAHIT/QC/test_minigut/MEGAHIT-test_minigut.bowtie2.log",
-                "MEGAHIT/QC/test_minigut_sample2/MEGAHIT-test_minigut_sample2-test_minigut.bowtie2.log",
-                "MEGAHIT/QC/test_minigut_sample2/MEGAHIT-test_minigut_sample2.bowtie2.log"
+                "Assembly/MEGAHIT/MEGAHIT-test_minigut.contigs.fa.gz",
+                "Assembly/MEGAHIT/MEGAHIT-test_minigut.log",
+                "Assembly/MEGAHIT/MEGAHIT-test_minigut_sample2.contigs.fa.gz",
+                "Assembly/MEGAHIT/MEGAHIT-test_minigut_sample2.log",
+                "Assembly/MEGAHIT/QC/test_minigut/MEGAHIT-test_minigut-test_minigut_sample2.bowtie2.log",
+                "Assembly/MEGAHIT/QC/test_minigut/MEGAHIT-test_minigut.bowtie2.log",
+                "Assembly/MEGAHIT/QC/test_minigut_sample2/MEGAHIT-test_minigut_sample2-test_minigut.bowtie2.log",
+                "Assembly/MEGAHIT/QC/test_minigut_sample2/MEGAHIT-test_minigut_sample2.bowtie2.log"
             ],
             [
-                "MEGAHIT-test_minigut.contigs.fa.gz:md5,b964dc86c76d96f6e18e6d5791eabea7",
-                "MEGAHIT-test_minigut.log:md5,9783e24cc645ac2eb2ddc88a5cb04ed3",
-                "MEGAHIT-test_minigut_sample2.contigs.fa.gz:md5,a75ff5a3eb824e47794fc18c3cb4f12f",
-                "MEGAHIT-test_minigut_sample2.log:md5,6e380e65e7234b909d98b2be377846b6",
-                "MEGAHIT-test_minigut-test_minigut_sample2.bowtie2.log:md5,cf6a587181bc39323c74bf41c0df63e1",
-                "MEGAHIT-test_minigut.bowtie2.log:md5,6bb26aa5ad901a75f95001ed0eb3bcd9",
-                "MEGAHIT-test_minigut_sample2-test_minigut.bowtie2.log:md5,8b0db6759d9e0b6bae2001cdafbd29c9",
-                "MEGAHIT-test_minigut_sample2.bowtie2.log:md5,527b513d48feccf6b58f410544d3020b"
+                "MEGAHIT-test_minigut.contigs.fa.gz:md5,281287b2e105d82cc9d2900c7f624769",
+                "MEGAHIT-test_minigut_sample2.contigs.fa.gz:md5,e88019689caed5802fe5596d94a38df8"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-14T19:09:32.312238307"
+        "timestamp": "2025-08-15T17:59:00.017784737"
     },
     "binning": {
         "content": [
             [
-                "MetaBAT2/bins/MEGAHIT-MetaBAT2-test_minigut.1.fa.gz",
-                "MetaBAT2/bins/MEGAHIT-MetaBAT2-test_minigut.2.fa.gz",
-                "MetaBAT2/discarded/MEGAHIT-MetaBAT2-test_minigut.lowDepth.fa.gz",
-                "MetaBAT2/discarded/MEGAHIT-MetaBAT2-test_minigut.tooShort.fa.gz",
-                "MetaBAT2/discarded/MEGAHIT-MetaBAT2-test_minigut_sample2.lowDepth.fa.gz",
-                "MetaBAT2/discarded/MEGAHIT-MetaBAT2-test_minigut_sample2.tooShort.fa.gz",
-                "MetaBAT2/unbinned/discarded/MEGAHIT-MetaBAT2-test_minigut.unbinned.pooled.fa.gz",
-                "MetaBAT2/unbinned/discarded/MEGAHIT-MetaBAT2-test_minigut.unbinned.remaining.fa.gz",
-                "MetaBAT2/unbinned/discarded/MEGAHIT-MetaBAT2-test_minigut_sample2.unbinned.pooled.fa.gz",
-                "MetaBAT2/unbinned/discarded/MEGAHIT-MetaBAT2-test_minigut_sample2.unbinned.remaining.fa.gz",
-                "QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut/checkm2.log",
-                "QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut/diamond_output/DIAMOND_RESULTS.tsv",
-                "QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut/protein_files/MEGAHIT-MetaBAT2-test_minigut.1.faa",
-                "QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut/protein_files/MEGAHIT-MetaBAT2-test_minigut.2.faa",
-                "QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut/quality_report.tsv",
-                "QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut_checkm2_report.tsv",
-                "QC/checkm2_summary.tsv",
-                "Tiara/tiara_summary.tsv",
-                "bin_summary.tsv",
-                "depths/bins/MEGAHIT-MetaBAT2-test_minigut-binDepths.heatmap.png",
-                "depths/bins/bin_depths_summary.tsv",
-                "depths/contigs/MEGAHIT-test_minigut-depth.txt.gz",
-                "depths/contigs/MEGAHIT-test_minigut_sample2-depth.txt.gz"
+                "GenomeBinning/MetaBAT2/bins/MEGAHIT-MetaBAT2-test_minigut.1.fa.gz",
+                "GenomeBinning/MetaBAT2/bins/MEGAHIT-MetaBAT2-test_minigut.2.fa.gz",
+                "GenomeBinning/MetaBAT2/discarded/MEGAHIT-MetaBAT2-test_minigut.lowDepth.fa.gz",
+                "GenomeBinning/MetaBAT2/discarded/MEGAHIT-MetaBAT2-test_minigut.tooShort.fa.gz",
+                "GenomeBinning/MetaBAT2/discarded/MEGAHIT-MetaBAT2-test_minigut_sample2.lowDepth.fa.gz",
+                "GenomeBinning/MetaBAT2/discarded/MEGAHIT-MetaBAT2-test_minigut_sample2.tooShort.fa.gz",
+                "GenomeBinning/MetaBAT2/unbinned/discarded/MEGAHIT-MetaBAT2-test_minigut.unbinned.pooled.fa.gz",
+                "GenomeBinning/MetaBAT2/unbinned/discarded/MEGAHIT-MetaBAT2-test_minigut.unbinned.remaining.fa.gz",
+                "GenomeBinning/MetaBAT2/unbinned/discarded/MEGAHIT-MetaBAT2-test_minigut_sample2.unbinned.pooled.fa.gz",
+                "GenomeBinning/MetaBAT2/unbinned/discarded/MEGAHIT-MetaBAT2-test_minigut_sample2.unbinned.remaining.fa.gz",
+                "GenomeBinning/QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut/checkm2.log",
+                "GenomeBinning/QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut/diamond_output/DIAMOND_RESULTS.tsv",
+                "GenomeBinning/QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut/protein_files/MEGAHIT-MetaBAT2-test_minigut.1.faa",
+                "GenomeBinning/QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut/protein_files/MEGAHIT-MetaBAT2-test_minigut.2.faa",
+                "GenomeBinning/QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut/quality_report.tsv",
+                "GenomeBinning/QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut_checkm2_report.tsv",
+                "GenomeBinning/QC/checkm2_summary.tsv",
+                "GenomeBinning/Tiara/tiara_summary.tsv",
+                "GenomeBinning/bin_summary.tsv",
+                "GenomeBinning/depths/bins/MEGAHIT-MetaBAT2-test_minigut-binDepths.heatmap.png",
+                "GenomeBinning/depths/bins/bin_depths_summary.tsv",
+                "GenomeBinning/depths/contigs/MEGAHIT-test_minigut-depth.txt.gz",
+                "GenomeBinning/depths/contigs/MEGAHIT-test_minigut_sample2-depth.txt.gz"
             ],
             [
-                "MEGAHIT-MetaBAT2-test_minigut.1.fa.gz:md5,8031c69573a673d51f9e7baaa54d6f65",
-                "MEGAHIT-MetaBAT2-test_minigut.2.fa.gz:md5,34d9c7dad05601f1a199de19723bcbd3",
+                "MEGAHIT-MetaBAT2-test_minigut.1.fa.gz:md5,44b77f8e1a059011e45896cb80dbf361",
+                "MEGAHIT-MetaBAT2-test_minigut.2.fa.gz:md5,10fb6fc82494beda78e6b1c6c2d4d8d2",
                 "MEGAHIT-MetaBAT2-test_minigut.lowDepth.fa.gz:md5,d41d8cd98f00b204e9800998ecf8427e",
-                "MEGAHIT-MetaBAT2-test_minigut.tooShort.fa.gz:md5,486411cbebb4f8f9e56cc2593ad13e96",
+                "MEGAHIT-MetaBAT2-test_minigut.tooShort.fa.gz:md5,4b65a9dd07c9b4bcdc828c104a7df36d",
                 "MEGAHIT-MetaBAT2-test_minigut_sample2.lowDepth.fa.gz:md5,d41d8cd98f00b204e9800998ecf8427e",
-                "MEGAHIT-MetaBAT2-test_minigut_sample2.tooShort.fa.gz:md5,c1ec324c515b71708ddbc23251f598bd",
-                "MEGAHIT-MetaBAT2-test_minigut.unbinned.pooled.fa.gz:md5,8c5d775a08f5a1ffde9a4f2a917a3b69",
-                "MEGAHIT-MetaBAT2-test_minigut.unbinned.remaining.fa.gz:md5,4e4239c4c82e4b8f55f42688c096193a",
-                "MEGAHIT-MetaBAT2-test_minigut_sample2.unbinned.pooled.fa.gz:md5,a4a11a392f0c2c5cbc5ae2a1a98ec5c1",
-                "MEGAHIT-MetaBAT2-test_minigut_sample2.unbinned.remaining.fa.gz:md5,51f1e6cea231ab99c07936d5458542d0",
-                "checkm2.log:md5,3dd5753da3d4ae4f9a76fde5339dfc78",
-                "DIAMOND_RESULTS.tsv:md5,ebc5e64a218a0233f141661d3a52c7a8",
-                "MEGAHIT-MetaBAT2-test_minigut.1.faa:md5,bdbf532e2537e21b48aa99f77720e1cb",
-                "MEGAHIT-MetaBAT2-test_minigut.2.faa:md5,08363907d46ab20c8a3aa56e7e6000d2",
-                "quality_report.tsv:md5,b034a905fddb961140787b852396d37c",
-                "MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut_checkm2_report.tsv:md5,b034a905fddb961140787b852396d37c",
-                "checkm2_summary.tsv:md5,b034a905fddb961140787b852396d37c",
-                "tiara_summary.tsv:md5,475223cc83afd11cdaffbb8ad65a9cdc",
-                "bin_summary.tsv:md5,292383e23a8ec59850c60842db980b6e",
-                "MEGAHIT-MetaBAT2-test_minigut-binDepths.heatmap.png:md5,cda6984f0899f6ccb6dd05b504da2445",
-                "bin_depths_summary.tsv:md5,645bb2cd93dc14cdf6a39ae3fd45067d",
-                "MEGAHIT-test_minigut-depth.txt.gz:md5,9642f71b00f9fe8a3701922599cd69a2",
-                "MEGAHIT-test_minigut_sample2-depth.txt.gz:md5,a1bd20c606eab1a798df09ca17c5051e"
+                "MEGAHIT-MetaBAT2-test_minigut_sample2.tooShort.fa.gz:md5,f9479e7fb34586a2892cd7bc323d414a",
+                "MEGAHIT-MetaBAT2-test_minigut.unbinned.remaining.fa.gz:md5,7ac001a38113812061f8ef5c94e3f579",
+                "MEGAHIT-MetaBAT2-test_minigut_sample2.unbinned.remaining.fa.gz:md5,e1a969d6e292e10a81ef4236907984a9",
+                "DIAMOND_RESULTS.tsv:md5,41bf8167f7042fa93499757d0d8c12aa",
+                "MEGAHIT-MetaBAT2-test_minigut.1.faa:md5,ba436cbba64ce111f228da1e2daac642",
+                "MEGAHIT-MetaBAT2-test_minigut.2.faa:md5,577adc1aa1ebd51fed46f726ad90d9b3",
+                "quality_report.tsv:md5,9365828b072487af69333ecb35353255",
+                "MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut_checkm2_report.tsv:md5,9365828b072487af69333ecb35353255",
+                "checkm2_summary.tsv:md5,9365828b072487af69333ecb35353255",
+                "tiara_summary.tsv:md5,6f97d6016921205c7913e54850b52dad",
+                "bin_summary.tsv:md5,8901f5aee83fa37cfce832d60b51687e",
+                "bin_depths_summary.tsv:md5,ef8b1a8aad59ad4f56515d0fb7045a6d"
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         "meta": {
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-14T19:09:32.527368312"
+        "timestamp": "2025-08-16T00:27:09.239614324"
     },
     "multiqc": {
         "content": [
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-                "multiqc_data/checkm2-first-table.yaml",
-                "multiqc_data/fastqc-1-status-check-heatmap.yaml",
-                "multiqc_data/fastqc-1_per_base_n_content_plot.yaml",
-                "multiqc_data/fastqc-1_per_base_sequence_quality_plot.yaml",
-                "multiqc_data/fastqc-1_per_sequence_gc_content_plot_Counts.yaml",
-                "multiqc_data/fastqc-1_per_sequence_gc_content_plot_Percentages.yaml",
-                "multiqc_data/fastqc-1_per_sequence_quality_scores_plot.yaml",
-                "multiqc_data/fastqc-1_sequence_counts_plot.yaml",
-                "multiqc_data/fastqc-1_sequence_duplication_levels_plot.yaml",
-                "multiqc_data/fastqc-status-check-heatmap.yaml",
-                "multiqc_data/fastqc_per_base_n_content_plot.yaml",
-                "multiqc_data/fastqc_per_base_sequence_quality_plot.yaml",
-                "multiqc_data/fastqc_per_sequence_gc_content_plot_Counts.yaml",
-                "multiqc_data/fastqc_per_sequence_gc_content_plot_Percentages.yaml",
-                "multiqc_data/fastqc_per_sequence_quality_scores_plot.yaml",
-                "multiqc_data/fastqc_sequence_counts_plot.yaml",
-                "multiqc_data/fastqc_sequence_duplication_levels_plot.yaml",
-                "multiqc_data/fastqc_sequence_length_distribution_plot.yaml",
-                "multiqc_data/multiqc.log",
-                "multiqc_data/multiqc_bowtie2.yaml",
-                "multiqc_data/multiqc_bowtie2_bowtie2-2.yaml",
-                "multiqc_data/multiqc_checkm2.yaml",
-                "multiqc_data/multiqc_citations.yaml",
-                "multiqc_data/multiqc_data.json",
-                "multiqc_data/multiqc_fastqc.yaml",
-                "multiqc_data/multiqc_fastqc_fastqc-1.yaml",
-                "multiqc_data/multiqc_general_stats.yaml",
-                "multiqc_data/multiqc_software_versions.yaml",
-                "multiqc_data/multiqc_sources.yaml",
-                "multiqc_data/multiqc_trimmomatic.yaml",
-                "multiqc_data/trimmomatic_plot.yaml",
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-                "multiqc_plots/svg/bowtie2_pe_plot-cnt.svg",
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-                "multiqc_plots/svg/fastqc_sequence_counts_plot-pct.svg",
-                "multiqc_plots/svg/fastqc_sequence_duplication_levels_plot.svg",
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-                "multiqc_plots/svg/trimmomatic_plot-cnt.svg",
-                "multiqc_plots/svg/trimmomatic_plot-pct.svg",
-                "multiqc_report.html"
+                "multiqc/multiqc_data/BETA-multiqc.parquet",
+                "multiqc/multiqc_data/bowtie2_pe_plot.yaml",
+                "multiqc/multiqc_data/checkm2-first-table.yaml",
+                "multiqc/multiqc_data/fastqc-1-status-check-heatmap.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_base_n_content_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_base_sequence_quality_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_sequence_gc_content_plot_Counts.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_sequence_gc_content_plot_Percentages.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_sequence_quality_scores_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_sequence_counts_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_sequence_duplication_levels_plot.yaml",
+                "multiqc/multiqc_data/fastqc-status-check-heatmap.yaml",
+                "multiqc/multiqc_data/fastqc_per_base_n_content_plot.yaml",
+                "multiqc/multiqc_data/fastqc_per_base_sequence_quality_plot.yaml",
+                "multiqc/multiqc_data/fastqc_per_sequence_gc_content_plot_Counts.yaml",
+                "multiqc/multiqc_data/fastqc_per_sequence_gc_content_plot_Percentages.yaml",
+                "multiqc/multiqc_data/fastqc_per_sequence_quality_scores_plot.yaml",
+                "multiqc/multiqc_data/fastqc_sequence_counts_plot.yaml",
+                "multiqc/multiqc_data/fastqc_sequence_duplication_levels_plot.yaml",
+                "multiqc/multiqc_data/fastqc_sequence_length_distribution_plot.yaml",
+                "multiqc/multiqc_data/multiqc.log",
+                "multiqc/multiqc_data/multiqc_bowtie2.yaml",
+                "multiqc/multiqc_data/multiqc_bowtie2_bowtie2-2.yaml",
+                "multiqc/multiqc_data/multiqc_checkm2.yaml",
+                "multiqc/multiqc_data/multiqc_citations.yaml",
+                "multiqc/multiqc_data/multiqc_data.json",
+                "multiqc/multiqc_data/multiqc_fastqc.yaml",
+                "multiqc/multiqc_data/multiqc_fastqc_fastqc-1.yaml",
+                "multiqc/multiqc_data/multiqc_general_stats.yaml",
+                "multiqc/multiqc_data/multiqc_software_versions.yaml",
+                "multiqc/multiqc_data/multiqc_sources.yaml",
+                "multiqc/multiqc_data/multiqc_trimmomatic.yaml",
+                "multiqc/multiqc_data/trimmomatic_plot.yaml",
+                "multiqc/multiqc_plots/pdf/bowtie2_pe_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/bowtie2_pe_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/checkm2-first-table.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1-status-check-heatmap.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_base_n_content_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_base_sequence_quality_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_sequence_gc_content_plot_Counts.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_sequence_gc_content_plot_Percentages.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_sequence_quality_scores_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_sequence_counts_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_sequence_counts_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_sequence_duplication_levels_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-status-check-heatmap.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_base_n_content_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_base_sequence_quality_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_sequence_gc_content_plot_Counts.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_sequence_gc_content_plot_Percentages.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_sequence_quality_scores_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_sequence_counts_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_sequence_counts_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_sequence_duplication_levels_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_sequence_length_distribution_plot.pdf",
+                "multiqc/multiqc_plots/pdf/trimmomatic_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/trimmomatic_plot-pct.pdf",
+                "multiqc/multiqc_plots/png/bowtie2_pe_plot-cnt.png",
+                "multiqc/multiqc_plots/png/bowtie2_pe_plot-pct.png",
+                "multiqc/multiqc_plots/png/checkm2-first-table.png",
+                "multiqc/multiqc_plots/png/fastqc-1-status-check-heatmap.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_base_n_content_plot.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_base_sequence_quality_plot.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_sequence_gc_content_plot_Counts.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_sequence_gc_content_plot_Percentages.png",
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+                "multiqc/multiqc_plots/png/fastqc-1_sequence_counts_plot-cnt.png",
+                "multiqc/multiqc_plots/png/fastqc-1_sequence_counts_plot-pct.png",
+                "multiqc/multiqc_plots/png/fastqc-1_sequence_duplication_levels_plot.png",
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+                "multiqc/multiqc_plots/png/fastqc_per_base_n_content_plot.png",
+                "multiqc/multiqc_plots/png/fastqc_per_base_sequence_quality_plot.png",
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+                "multiqc/multiqc_plots/png/fastqc_sequence_counts_plot-pct.png",
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+                "multiqc/multiqc_plots/png/trimmomatic_plot-cnt.png",
+                "multiqc/multiqc_plots/png/trimmomatic_plot-pct.png",
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+                "checkm2-first-table.yaml:md5,d1141b2bc74b8929807dcd93ece8143d",
+                "fastqc-1-status-check-heatmap.yaml:md5,30f0c0bbefd3e9c549116c8b7cc2ac25",
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+                "fastqc-1_per_sequence_gc_content_plot_Counts.yaml:md5,8bd25680506b10fe51bc4945b1656c4c",
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+                "fastqc-1_per_sequence_quality_scores_plot.yaml:md5,833a15c40019cb984d098baa07e221b9",
+                "fastqc-1_sequence_counts_plot.yaml:md5,f0bcde34333ad21ba714a6aeb8d6a858",
+                "fastqc-1_sequence_duplication_levels_plot.yaml:md5,93c7de02685a5a922b310ad94b67cf2f",
+                "fastqc-status-check-heatmap.yaml:md5,45096eff6b0531cbe7ba0771e272d65d",
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+                "fastqc_sequence_duplication_levels_plot.yaml:md5,73719c3f3fa610204a42cd7155d73db1",
+                "fastqc_sequence_length_distribution_plot.yaml:md5,78c762e20322ee4d63f869961186c15c",
+                "multiqc_bowtie2.yaml:md5,6607915ea98168dbcad83cda2ec464dc",
+                "multiqc_bowtie2_bowtie2-2.yaml:md5,294c48fecbf1bdc5030550552a32497d",
+                "multiqc_checkm2.yaml:md5,9b48d1b569bae456409527610b56a2a0",
+                "multiqc_citations.yaml:md5,dcac7876946630b831fad3d816e8050f",
+                "multiqc_fastqc.yaml:md5,f50da8bfd062b9399911ba19b34831db",
+                "multiqc_fastqc_fastqc-1.yaml:md5,4c2c5a5e7b370b0668c1360b7927d0a8",
+                "multiqc_general_stats.yaml:md5,8b8cbb9d6fe349084e3d2fe2ffdecda8",
+                "multiqc_software_versions.yaml:md5,f4434599f453d081b78d4bc377993ba8",
+                "multiqc_trimmomatic.yaml:md5,d4aaff3725c28801ae0577d97c2f9b30",
+                "trimmomatic_plot.yaml:md5,9557cd587ace0a93912179cb0deafe3b"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-14T12:11:08.832084028"
+        "timestamp": "2025-08-16T00:16:39.223340186"
     }
 }
\ No newline at end of file

From bbbebf175a1774dfc39f417c8553613e6e8917f7 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Sat, 16 Aug 2025 00:54:07 -0300
Subject: [PATCH 038/288] Exclude file from test

---
 tests/.nftignore                     | 1 +
 tests/test_alternatives.nf.test.snap | 1 -
 2 files changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/.nftignore b/tests/.nftignore
index 9f75dcae5..bd8fff822 100644
--- a/tests/.nftignore
+++ b/tests/.nftignore
@@ -4,6 +4,7 @@ Assembly/MEGAHIT/QC/*/*.bowtie2.log
 GenomeBinning/depths/**/*-depth.txt.gz
 GenomeBinning/depths/bins/*.png
 GenomeBinning/MetaBAT2/unbinned/discarded/*.unbinned.pooled.fa.gz
+GenomeBinning/QC/CheckM2/**/DIAMOND_RESULTS.tsv
 GenomeBinning/QC/CheckM2/*/checkm2.log
 multiqc/multiqc_data/BETA-multiqc.parquet
 multiqc/multiqc_data/fastqc_top_overrepresented_sequences_table.txt
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index fb1a996a6..7e6942bca 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -164,7 +164,6 @@
                 "MEGAHIT-MetaBAT2-test_minigut_sample2.tooShort.fa.gz:md5,f9479e7fb34586a2892cd7bc323d414a",
                 "MEGAHIT-MetaBAT2-test_minigut.unbinned.remaining.fa.gz:md5,7ac001a38113812061f8ef5c94e3f579",
                 "MEGAHIT-MetaBAT2-test_minigut_sample2.unbinned.remaining.fa.gz:md5,e1a969d6e292e10a81ef4236907984a9",
-                "DIAMOND_RESULTS.tsv:md5,41bf8167f7042fa93499757d0d8c12aa",
                 "MEGAHIT-MetaBAT2-test_minigut.1.faa:md5,ba436cbba64ce111f228da1e2daac642",
                 "MEGAHIT-MetaBAT2-test_minigut.2.faa:md5,577adc1aa1ebd51fed46f726ad90d9b3",
                 "quality_report.tsv:md5,9365828b072487af69333ecb35353255",

From 1fc5dd4ad330ef6275244a41112cae2b6afb71a3 Mon Sep 17 00:00:00 2001
From: nf-core-bot <core@nf-co.re>
Date: Sat, 16 Aug 2025 03:42:58 +0000
Subject: [PATCH 039/288] [automated] Fix code linting

---
 tests/.nftignore | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/.nftignore b/tests/.nftignore
index bd8fff822..37f07362b 100644
--- a/tests/.nftignore
+++ b/tests/.nftignore
@@ -16,4 +16,4 @@ multiqc/multiqc_plots/{svg,pdf,png}/*.{svg,pdf,png}
 multiqc/multiqc_report.html
 pipeline_info/*.{html,json,txt,yml}
 QC_shortreads/fastqc/*_fastqc.{html,zip}
-QC_shortreads/remove_phix/*.log
\ No newline at end of file
+QC_shortreads/remove_phix/*.log

From 4865c13e15aef7ddfcf31a8db11925d06319d8c8 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Sat, 16 Aug 2025 01:10:09 -0300
Subject: [PATCH 040/288] Fix count of  successful tasks

---
 tests/test_alternatives.nf.test.snap | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index 7e6942bca..6ab47607e 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -1,7 +1,7 @@
 {
     "-profile test_alternatives": {
         "content": [
-            40,
+            41,
             {
                 "BOWTIE2_ASSEMBLY_ALIGN": {
                     "bowtie2": "2.4.2",

From 55bfda5d54405822c77d4c451512b3f7aa35bd35 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 19 Aug 2025 05:16:46 -0300
Subject: [PATCH 041/288] Indentation

---
 conf/test_alternatives.config | 26 +++++++++++++-------------
 1 file changed, 13 insertions(+), 13 deletions(-)

diff --git a/conf/test_alternatives.config b/conf/test_alternatives.config
index b004e29a9..dc32afaa9 100644
--- a/conf/test_alternatives.config
+++ b/conf/test_alternatives.config
@@ -25,17 +25,17 @@ params {
     config_profile_description = 'Minimal test dataset to check pipeline function'
 
     // Input data
-    input                         = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.v4.csv'
-	clip_tool                     = 'trimmomatic'
-	binqc_tool                    = 'checkm2'
-	bin_domain_classification     = true
-    skip_spades                   = true
-    skip_quast                    = true
-    skip_prodigal                 = true
-	skip_prokka                   = true
-    skip_gtdbtk                   = true
-    skip_maxbin2                  = true
-    skip_concoct                  = true
-    skip_metaeuk                  = true
-    megahit_fix_cpu_1             = true
+    input                      = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.v4.csv'
+    clip_tool                  = 'trimmomatic'
+    binqc_tool                 = 'checkm2'
+    bin_domain_classification  = true
+    skip_spades                = true
+    skip_quast                 = true
+    skip_prodigal              = true
+    skip_prokka                = true
+    skip_gtdbtk                = true
+    skip_maxbin2               = true
+    skip_concoct               = true
+    skip_metaeuk               = true
+    megahit_fix_cpu_1          = true
 }

From 1c1aa9ad2a8e8a0e0f611d72df32335d49c880bd Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 19 Aug 2025 08:00:30 -0300
Subject: [PATCH 042/288] Add log checks

---
 tests/test_alternatives.nf.test      | 38 +++++++++++++++++++--
 tests/test_alternatives.nf.test.snap | 50 ++++++++++++++++++++++++----
 2 files changed, 79 insertions(+), 9 deletions(-)

diff --git a/tests/test_alternatives.nf.test b/tests/test_alternatives.nf.test
index 93136d4c0..26b5ee790 100644
--- a/tests/test_alternatives.nf.test
+++ b/tests/test_alternatives.nf.test
@@ -1,6 +1,6 @@
 nextflow_pipeline {
 
-    name "Test pipeline"
+    name "Test nf-core/mag"
     script "../main.nf"
     tag "pipeline"
     tag "test_alternatives"
@@ -23,6 +23,9 @@ nextflow_pipeline {
             def stable_path_qc = getAllFilesFromDir(
                 params.outdir, include: ['QC_shortreads/**'], ignoreFile: 'tests/.nftignore'
             )
+            def remove_phix_logs = getAllFilesFromDir(
+                params.outdir, include: ['QC_shortreads/remove_phix/*.log']
+            )
 
             // Output dir: Assembly
             def stable_name_assembly = getAllFilesFromDir(
@@ -31,6 +34,12 @@ nextflow_pipeline {
             def stable_path_assembly = getAllFilesFromDir(
                 params.outdir, include: ['Assembly/**'], ignoreFile: 'tests/.nftignore'
             )
+            def megahit_logs = getAllFilesFromDir(
+                params.outdir, include: ['Assembly/MEGAHIT/*.log']
+            )
+            def bowtie2_logs = getAllFilesFromDir(
+                params.outdir, include: ['Assembly/MEGAHIT/QC/*/*.bowtie2.log']
+            )
 
             // Output dir: GenomeBinning
             def stable_name_binning = getAllFilesFromDir(
@@ -39,6 +48,12 @@ nextflow_pipeline {
             def stable_path_binning = getAllFilesFromDir(
                 params.outdir, include: ['GenomeBinning/**'], ignoreFile: 'tests/.nftignore'
             )
+            def checkm2_logs = getAllFilesFromDir(
+                params.outdir, include: ['GenomeBinning/QC/CheckM2/*/checkm2.log']
+            )
+            def checkm2_diamond_results = getAllFilesFromDir(
+                params.outdir, include: ['GenomeBinning/QC/CheckM2/**/DIAMOND_RESULTS.tsv']
+            )
 
             // Output dir: multiqc
             def stable_name_multiqc = getAllFilesFromDir(
@@ -51,9 +66,7 @@ nextflow_pipeline {
             assertAll(
                 { assert workflow.success },
                 { assert snapshot(
-                        // Number of successful tasks
                         workflow.trace.succeeded().size(),
-                        // pipeline versions.yml file for multiqc from which Nextflow version is removed because we test pipelines on multiple Nextflow versions
                         removeNextflowVersion("${outputDir}/pipeline_info/nf_core_mag_software_mqc_versions.yml"),
                     ).match()
                 },
@@ -61,6 +74,25 @@ nextflow_pipeline {
                 { assert snapshot(stable_name_assembly, stable_path_assembly).match('assembly') },
                 { assert snapshot(stable_name_binning,  stable_path_binning ).match('binning') },
                 { assert snapshot(stable_name_multiqc,  stable_path_multiqc ).match('multiqc') },
+                { assert snapshot(
+                        remove_phix_logs.collect {
+                            log -> (log.readLines().last() =~ /[0-9.]+% overall alignment rate/).find()
+                        },
+                        megahit_logs.collect {
+                            log -> (log.readLines().last() =~ /ALL DONE. Time elapsed: [0-9.]+ seconds/).find()
+                        },
+                        bowtie2_logs.collect {
+                            log -> (log.readLines().last() =~ /[0-9.]+% overall alignment rate/).find()
+                        },
+                        checkm2_logs.collect {
+                            log -> log.readLines().last().contains('CheckM2 finished successfully.')
+                        }
+                    ).match('logs')
+                },
+                { assert snapshot(
+                        checkm2_diamond_results.collect { results -> results.text.readLines().size() }
+                    ).match('checkm2_diamond_results')
+                }
             )
         }
     }
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index 6ab47607e..69fbe69df 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -1,7 +1,7 @@
 {
     "-profile test_alternatives": {
         "content": [
-            41,
+            40,
             {
                 "BOWTIE2_ASSEMBLY_ALIGN": {
                     "bowtie2": "2.4.2",
@@ -76,7 +76,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-14T18:57:23.348145135"
+        "timestamp": "2025-08-19T05:34:45.454821445"
     },
     "qc": {
         "content": [
@@ -103,7 +103,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-15T17:19:55.404846039"
+        "timestamp": "2025-08-19T05:48:02.545908468"
     },
     "assembly": {
         "content": [
@@ -126,7 +126,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-15T17:59:00.017784737"
+        "timestamp": "2025-08-19T05:48:02.627859864"
     },
     "binning": {
         "content": [
@@ -178,7 +178,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-16T00:27:09.239614324"
+        "timestamp": "2025-08-19T05:48:02.751413853"
     },
     "multiqc": {
         "content": [
@@ -326,6 +326,44 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-16T00:16:39.223340186"
+        "timestamp": "2025-08-19T05:48:02.887052224"
+    },
+    "logs": {
+        "content": [
+            [
+                true,
+                true
+            ],
+            [
+                true,
+                true
+            ],
+            [
+                true,
+                true,
+                true,
+                true
+            ],
+            [
+                true
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-08-19T06:16:18.46461972"
+    },
+    "checkm2_diamond_results": {
+        "content": [
+            [
+                806
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-08-19T07:54:53.522803327"
     }
 }
\ No newline at end of file

From 982ee8cbe09aab746693114c03f35285851dca4d Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 19 Aug 2025 08:42:59 -0300
Subject: [PATCH 043/288] Fix task counter

---
 tests/test_alternatives.nf.test.snap | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index 69fbe69df..1a9737b35 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -1,7 +1,7 @@
 {
     "-profile test_alternatives": {
         "content": [
-            40,
+            41,
             {
                 "BOWTIE2_ASSEMBLY_ALIGN": {
                     "bowtie2": "2.4.2",

From d78c6d52a51851ce8bedf67d4ff0dfead21cbf91 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 19 Aug 2025 09:03:27 -0300
Subject: [PATCH 044/288] Improve checks

---
 tests/test_alternatives.nf.test | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/test_alternatives.nf.test b/tests/test_alternatives.nf.test
index 26b5ee790..92e819ee4 100644
--- a/tests/test_alternatives.nf.test
+++ b/tests/test_alternatives.nf.test
@@ -76,13 +76,13 @@ nextflow_pipeline {
                 { assert snapshot(stable_name_multiqc,  stable_path_multiqc ).match('multiqc') },
                 { assert snapshot(
                         remove_phix_logs.collect {
-                            log -> (log.readLines().last() =~ /[0-9.]+% overall alignment rate/).find()
+                            log -> log.readLines().last() ==~ /[0-9.]+% overall alignment rate/
                         },
                         megahit_logs.collect {
                             log -> (log.readLines().last() =~ /ALL DONE. Time elapsed: [0-9.]+ seconds/).find()
                         },
                         bowtie2_logs.collect {
-                            log -> (log.readLines().last() =~ /[0-9.]+% overall alignment rate/).find()
+                            log -> log.readLines().last() ==~ /[0-9.]+% overall alignment rate/
                         },
                         checkm2_logs.collect {
                             log -> log.readLines().last().contains('CheckM2 finished successfully.')

From 40f68e4dd71fb16b6c60a3f2aa16b0808ef21dd3 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Thu, 21 Aug 2025 04:43:04 -0300
Subject: [PATCH 045/288] Add fasta tests

---
 nf-test.config                       |  1 +
 tests/test_alternatives.nf.test      | 22 +++++++++-
 tests/test_alternatives.nf.test.snap | 60 +++++++++++++++++++++-------
 3 files changed, 67 insertions(+), 16 deletions(-)

diff --git a/nf-test.config b/nf-test.config
index 3a1fff59f..338739a88 100644
--- a/nf-test.config
+++ b/nf-test.config
@@ -20,5 +20,6 @@ config {
     // load the necessary plugins
     plugins {
         load "nft-utils@0.0.3"
+        load "nft-fasta@1.0.0"
     }
 }
diff --git a/tests/test_alternatives.nf.test b/tests/test_alternatives.nf.test
index 92e819ee4..8716dd710 100644
--- a/tests/test_alternatives.nf.test
+++ b/tests/test_alternatives.nf.test
@@ -40,6 +40,9 @@ nextflow_pipeline {
             def bowtie2_logs = getAllFilesFromDir(
                 params.outdir, include: ['Assembly/MEGAHIT/QC/*/*.bowtie2.log']
             )
+            def megahit_contigs = getAllFilesFromDir(
+                params.outdir, include: ['Assembly/MEGAHIT/*.contigs.fa.gz']
+            )
 
             // Output dir: GenomeBinning
             def stable_name_binning = getAllFilesFromDir(
@@ -54,6 +57,12 @@ nextflow_pipeline {
             def checkm2_diamond_results = getAllFilesFromDir(
                 params.outdir, include: ['GenomeBinning/QC/CheckM2/**/DIAMOND_RESULTS.tsv']
             )
+            def metabat2_bins = getAllFilesFromDir(
+                params.outdir, include: ['GenomeBinning/MetaBAT2/bins/*.fa.gz']
+            )
+            def metabat2_unbins = getAllFilesFromDir(
+                params.outdir, include: ['GenomeBinning/MetaBAT2/{discarded,unbinned}/*.fa.gz']
+            )
 
             // Output dir: multiqc
             def stable_name_multiqc = getAllFilesFromDir(
@@ -86,12 +95,21 @@ nextflow_pipeline {
                         },
                         checkm2_logs.collect {
                             log -> log.readLines().last().contains('CheckM2 finished successfully.')
-                        }
+                        },
                     ).match('logs')
                 },
                 { assert snapshot(
-                        checkm2_diamond_results.collect { results -> results.text.readLines().size() }
+                        checkm2_diamond_results.collect { results -> results.text.readLines().size() },
                     ).match('checkm2_diamond_results')
+                },
+                { assert snapshot(
+                        megahit_contigs.collect { contigs -> path("${contigs}").fasta.size() > 0 },
+                    ).match('contigs')
+                },
+                { assert snapshot(
+                        metabat2_bins.collect { bins -> path("${bins}").fasta.size() > 0 },
+                        metabat2_unbins.collect { bins -> path("${bins}").fasta.size() >= 0 },
+                    ).match('bins')
                 }
             )
         }
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index 1a9737b35..62aec11c6 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -1,7 +1,19 @@
 {
+    "checkm2_diamond_results": {
+        "content": [
+            [
+                806
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-08-19T07:54:53.522803327"
+    },
     "-profile test_alternatives": {
         "content": [
-            41,
+            40,
             {
                 "BOWTIE2_ASSEMBLY_ALIGN": {
                     "bowtie2": "2.4.2",
@@ -76,7 +88,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-19T05:34:45.454821445"
+        "timestamp": "2025-08-21T03:43:55.915364699"
     },
     "qc": {
         "content": [
@@ -105,6 +117,38 @@
         },
         "timestamp": "2025-08-19T05:48:02.545908468"
     },
+    "bins": {
+        "content": [
+            [
+                true,
+                true
+            ],
+            [
+                true,
+                true,
+                true,
+                true
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-08-21T04:41:35.257078639"
+    },
+    "contigs": {
+        "content": [
+            [
+                true,
+                true
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-08-21T03:06:20.0402864"
+    },
     "assembly": {
         "content": [
             [
@@ -353,17 +397,5 @@
             "nextflow": "25.04.6"
         },
         "timestamp": "2025-08-19T06:16:18.46461972"
-    },
-    "checkm2_diamond_results": {
-        "content": [
-            [
-                806
-            ]
-        ],
-        "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
-        },
-        "timestamp": "2025-08-19T07:54:53.522803327"
     }
 }
\ No newline at end of file

From 0a12e4abdf09beaa21f9b06ea97802cf41294fbd Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Thu, 21 Aug 2025 04:43:45 -0300
Subject: [PATCH 046/288] Fix tasks number

---
 tests/test_alternatives.nf.test.snap | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index 62aec11c6..e4190e525 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -13,7 +13,7 @@
     },
     "-profile test_alternatives": {
         "content": [
-            40,
+            41,
             {
                 "BOWTIE2_ASSEMBLY_ALIGN": {
                     "bowtie2": "2.4.2",

From 5b959eba36aed801d3661082d5e6072f2bf17bc0 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Thu, 21 Aug 2025 06:21:44 -0300
Subject: [PATCH 047/288] Improve truthy checks

---
 tests/test_alternatives.nf.test      | 43 ++++++++--------
 tests/test_alternatives.nf.test.snap | 74 +++-------------------------
 2 files changed, 28 insertions(+), 89 deletions(-)

diff --git a/tests/test_alternatives.nf.test b/tests/test_alternatives.nf.test
index 8716dd710..2268dc57d 100644
--- a/tests/test_alternatives.nf.test
+++ b/tests/test_alternatives.nf.test
@@ -83,34 +83,31 @@ nextflow_pipeline {
                 { assert snapshot(stable_name_assembly, stable_path_assembly).match('assembly') },
                 { assert snapshot(stable_name_binning,  stable_path_binning ).match('binning') },
                 { assert snapshot(stable_name_multiqc,  stable_path_multiqc ).match('multiqc') },
-                { assert snapshot(
-                        remove_phix_logs.collect {
-                            log -> log.readLines().last() ==~ /[0-9.]+% overall alignment rate/
-                        },
-                        megahit_logs.collect {
-                            log -> (log.readLines().last() =~ /ALL DONE. Time elapsed: [0-9.]+ seconds/).find()
-                        },
-                        bowtie2_logs.collect {
-                            log -> log.readLines().last() ==~ /[0-9.]+% overall alignment rate/
-                        },
-                        checkm2_logs.collect {
-                            log -> log.readLines().last().contains('CheckM2 finished successfully.')
-                        },
-                    ).match('logs')
-                },
                 { assert snapshot(
                         checkm2_diamond_results.collect { results -> results.text.readLines().size() },
                     ).match('checkm2_diamond_results')
                 },
-                { assert snapshot(
-                        megahit_contigs.collect { contigs -> path("${contigs}").fasta.size() > 0 },
-                    ).match('contigs')
+                // FASTA checks
+                { assert megahit_contigs.collect { contigs -> path("${contigs}").fasta.size() > 0 }.every() },
+                { assert metabat2_bins.collect { contigs -> path("${contigs}").fasta.size() > 0 }.every() },
+                { assert metabat2_unbins.collect { contigs -> path("${contigs}").fasta.size() >= 0 }.every() },
+                // Log checks
+                { assert remove_phix_logs.collect {
+                        log -> log.readLines().last() ==~ /[0-9.]+% overall alignment rate/
+                    }.every()
+                },
+                { assert megahit_logs.collect {
+                        log -> (log.readLines().last() =~ /ALL DONE. Time elapsed: [0-9.]+ seconds/).find()
+                    }.every()
+                },
+                { assert bowtie2_logs.collect {
+                        log -> log.readLines().last() ==~ /[0-9.]+% overall alignment rate/
+                    }.every()
+                },
+                { assert checkm2_logs.collect {
+                        log -> log.readLines().last().contains('CheckM2 finished successfully.')
+                    }.every()
                 },
-                { assert snapshot(
-                        metabat2_bins.collect { bins -> path("${bins}").fasta.size() > 0 },
-                        metabat2_unbins.collect { bins -> path("${bins}").fasta.size() >= 0 },
-                    ).match('bins')
-                }
             )
         }
     }
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index e4190e525..108e819cf 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -1,16 +1,4 @@
 {
-    "checkm2_diamond_results": {
-        "content": [
-            [
-                806
-            ]
-        ],
-        "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
-        },
-        "timestamp": "2025-08-19T07:54:53.522803327"
-    },
     "-profile test_alternatives": {
         "content": [
             41,
@@ -88,7 +76,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-21T03:43:55.915364699"
+        "timestamp": "2025-08-21T06:18:58.772774309"
     },
     "qc": {
         "content": [
@@ -115,39 +103,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-19T05:48:02.545908468"
-    },
-    "bins": {
-        "content": [
-            [
-                true,
-                true
-            ],
-            [
-                true,
-                true,
-                true,
-                true
-            ]
-        ],
-        "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
-        },
-        "timestamp": "2025-08-21T04:41:35.257078639"
-    },
-    "contigs": {
-        "content": [
-            [
-                true,
-                true
-            ]
-        ],
-        "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
-        },
-        "timestamp": "2025-08-21T03:06:20.0402864"
+        "timestamp": "2025-08-21T06:18:58.788514681"
     },
     "assembly": {
         "content": [
@@ -170,7 +126,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-19T05:48:02.627859864"
+        "timestamp": "2025-08-21T06:18:58.837281134"
     },
     "binning": {
         "content": [
@@ -222,7 +178,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-19T05:48:02.751413853"
+        "timestamp": "2025-08-21T06:18:58.895769923"
     },
     "multiqc": {
         "content": [
@@ -370,32 +326,18 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-19T05:48:02.887052224"
+        "timestamp": "2025-08-21T06:18:58.993087395"
     },
-    "logs": {
+    "checkm2_diamond_results": {
         "content": [
             [
-                true,
-                true
-            ],
-            [
-                true,
-                true
-            ],
-            [
-                true,
-                true,
-                true,
-                true
-            ],
-            [
-                true
+                806
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-19T06:16:18.46461972"
+        "timestamp": "2025-08-21T06:18:59.114965285"
     }
 }
\ No newline at end of file

From 42b0470bb26d74c2241228728990dfb3d84f0939 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Sat, 16 Aug 2025 01:48:22 -0300
Subject: [PATCH 048/288] Replace local pool_ modules by cat/fastq

---
 modules.json                       |  2 +-
 modules/local/pool_paired_reads.nf | 26 ---------------------
 modules/local/pool_single_reads.nf | 25 --------------------
 modules/nf-core/cat/fastq/meta.yml | 18 +++++++++------
 subworkflows/local/assembly.nf     | 37 +++++++++++++++---------------
 5 files changed, 31 insertions(+), 77 deletions(-)
 delete mode 100644 modules/local/pool_paired_reads.nf
 delete mode 100644 modules/local/pool_single_reads.nf

diff --git a/modules.json b/modules.json
index 0a698bb2f..6927ac6af 100644
--- a/modules.json
+++ b/modules.json
@@ -38,7 +38,7 @@
                     },
                     "cat/fastq": {
                         "branch": "master",
-                        "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "catpack/addnames": {
diff --git a/modules/local/pool_paired_reads.nf b/modules/local/pool_paired_reads.nf
deleted file mode 100644
index 9e73028e1..000000000
--- a/modules/local/pool_paired_reads.nf
+++ /dev/null
@@ -1,26 +0,0 @@
-process POOL_PAIRED_READS {
-    tag "$meta.id"
-
-    conda "conda-forge::sed=4.7"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/ubuntu:20.04' :
-        'nf-core/ubuntu:20.04' }"
-
-    input:
-    tuple val(meta), path(reads1), path(reads2)
-
-    output:
-    tuple val(meta), path("pooled_${meta.id}_*.fastq.gz"), emit: reads
-    path "versions.yml"                                  , emit: versions
-
-    script:
-    """
-    cat ${reads1} > "pooled_${meta.id}_1.fastq.gz"
-    cat ${reads2} > "pooled_${meta.id}_2.fastq.gz"
-
-    cat <<-END_VERSIONS > versions.yml
-    "${task.process}":
-        cat: \$(cat --version 2>&1 | sed -n 1p | sed 's/cat (GNU coreutils) //')
-    END_VERSIONS
-    """
-}
diff --git a/modules/local/pool_single_reads.nf b/modules/local/pool_single_reads.nf
deleted file mode 100644
index 3ab6cc7c7..000000000
--- a/modules/local/pool_single_reads.nf
+++ /dev/null
@@ -1,25 +0,0 @@
-process POOL_SINGLE_READS {
-    tag "$meta.id"
-
-    conda "conda-forge::sed=4.7"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/ubuntu:20.04' :
-        'nf-core/ubuntu:20.04' }"
-
-    input:
-    tuple val(meta), path(reads)
-
-    output:
-    tuple val(meta), path("pooled_${meta.id}.fastq.gz"), emit: reads
-    path "versions.yml"                                , emit: versions
-
-    script:
-    """
-    cat ${reads} > "pooled_${meta.id}.fastq.gz"
-
-    cat <<-END_VERSIONS > versions.yml
-    "${task.process}":
-        cat: \$(cat --version 2>&1 | sed -n 1p | sed 's/cat (GNU coreutils) //')
-    END_VERSIONS
-    """
-}
diff --git a/modules/nf-core/cat/fastq/meta.yml b/modules/nf-core/cat/fastq/meta.yml
index 91ff2fb5f..40d2f627c 100644
--- a/modules/nf-core/cat/fastq/meta.yml
+++ b/modules/nf-core/cat/fastq/meta.yml
@@ -21,9 +21,10 @@ input:
         type: file
         description: |
           List of input FastQ files to be concatenated.
+        ontologies: []
 output:
-  - reads:
-      - meta:
+  reads:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -32,11 +33,14 @@ output:
           type: file
           description: Merged fastq file
           pattern: "*.{merged.fastq.gz}"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@joseespinosa"
   - "@drpatelh"
diff --git a/subworkflows/local/assembly.nf b/subworkflows/local/assembly.nf
index ed9c657b0..7360b7d5e 100644
--- a/subworkflows/local/assembly.nf
+++ b/subworkflows/local/assembly.nf
@@ -1,19 +1,19 @@
 // SUBWORKFLOWS
-include { SHORTREAD_ASSEMBLY } from './shortread_assembly'
-include { LONGREAD_ASSEMBLY  } from './longread_assembly'
-include { HYBRID_ASSEMBLY    } from './hybrid_assembly'
+include { SHORTREAD_ASSEMBLY                    } from './shortread_assembly'
+include { LONGREAD_ASSEMBLY                     } from './longread_assembly'
+include { HYBRID_ASSEMBLY                       } from './hybrid_assembly'
 
 // MODULES
-include { POOL_SINGLE_READS as POOL_SHORT_SINGLE_READS          } from '../../modules/local/pool_single_reads'
-include { POOL_PAIRED_READS                                     } from '../../modules/local/pool_paired_reads'
-include { POOL_SINGLE_READS as POOL_LONG_READS                  } from '../../modules/local/pool_single_reads'
-include { GUNZIP as GUNZIP_SHORTREAD_ASSEMBLIES                 } from '../../modules/nf-core/gunzip'
-include { GUNZIP as GUNZIP_LONGREAD_ASSEMBLIES                  } from '../../modules/nf-core/gunzip'
+include { CAT_FASTQ as POOL_SHORT_SINGLE_READS  } from '../../modules/nf-core/cat/fastq'
+include { CAT_FASTQ as POOL_PAIRED_READS        } from '../../modules/nf-core/cat/fastq'
+include { CAT_FASTQ as POOL_LONG_READS          } from '../../modules/nf-core/cat/fastq'
+include { GUNZIP as GUNZIP_SHORTREAD_ASSEMBLIES } from '../../modules/nf-core/gunzip'
+include { GUNZIP as GUNZIP_LONGREAD_ASSEMBLIES  } from '../../modules/nf-core/gunzip'
 
 workflow ASSEMBLY {
     take:
-    ch_short_reads           // [ [meta] , fastq1, fastq2] (mandatory)
-    ch_long_reads            // [ [meta] , fastq] (mandatory)
+    ch_short_reads // [ [meta] , fastq1, fastq2] (mandatory)
+    ch_long_reads  // [ [meta] , fastq] (mandatory)
 
     main:
 
@@ -92,9 +92,11 @@ workflow ASSEMBLY {
         // long reads
         if (!params.single_end && !params.skip_spadeshybrid) {
 
-            ch_long_reads_grouped_for_pool = ch_long_reads_grouped.map { meta, reads -> [meta.id, meta, reads] }
+            ch_long_reads_grouped_for_pool = ch_long_reads_grouped
+                .map { meta, reads -> [meta.id, meta, reads] }
                 .combine(ch_short_reads_grouped.map { meta, _reads1, _reads2 -> [meta.id, meta] }, by: 0)
-                .map { [it[1], it[2]] } //make sure no long reads are pooled for spades if there are no short reads
+                .map { [it[1], it[2]] }
+            //make sure no long reads are pooled for spades if there are no short reads
 
             POOL_LONG_READS(ch_long_reads_grouped_for_pool)
             ch_versions = ch_versions.mix(POOL_LONG_READS.out.versions.first())
@@ -121,14 +123,14 @@ workflow ASSEMBLY {
     // SHORTREAD ASSEMBLY
     SHORTREAD_ASSEMBLY(
         ch_short_reads_grouped,
-        ch_short_reads_spades
+        ch_short_reads_spades,
     )
     ch_versions = ch_versions.mix(SHORTREAD_ASSEMBLY.out.versions)
 
     // HYBRID ASSEMBLY
     HYBRID_ASSEMBLY(
         ch_short_reads_spades,
-        ch_long_reads_spades
+        ch_long_reads_spades,
     )
     ch_versions = ch_versions.mix(HYBRID_ASSEMBLY.out.versions)
 
@@ -151,8 +153,7 @@ workflow ASSEMBLY {
 
     emit:
     shortread_assemblies = ch_shortread_assemblies
-    longread_assemblies = ch_longread_assemblies
-    versions = ch_versions
-    multiqc_files = ch_multiqc_files
-
+    longread_assemblies  = ch_longread_assemblies
+    versions             = ch_versions
+    multiqc_files        = ch_multiqc_files
 }

From dc1e74fe25cc345238d61e6e9d828aba1587fbaa Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Sat, 16 Aug 2025 03:03:27 -0300
Subject: [PATCH 049/288] Improve local modules structure

---
 .../main.nf}                                  |  0
 .../{bin_summary.nf => bin_summary/main.nf}   |  0
 .../assembly_align/main.nf}                   |  0
 .../assembly_build/main.nf}                   |  0
 .../removal_align/main.nf}                    |  0
 .../removal_build/main.nf}                    |  0
 .../rename_post/main.nf}                      |  0
 .../rename_pre/main.nf}                       |  0
 .../db_preparation/main.nf}                   |  0
 .../summary/main.nf}                          |  0
 .../convert/main.nf}                          |  0
 .../{mag_depths.nf => mag_depths/get/main.nf} |  0
 .../plot/main.nf}                             |  0
 .../summary/main.nf}                          |  0
 .../local/{nanolyse.nf => nanolyse/main.nf}   |  0
 .../{quast_bins.nf => quast/bins/main.nf}     |  0
 .../bins_summary/main.nf}                     |  0
 modules/local/{quast.nf => quast/run/main.nf} |  0
 .../unmapped}/environment.yml                 |  0
 .../unmapped}/main.nf                         |  0
 .../{split_fasta.nf => split_fasta/main.nf}   |  0
 .../classify/main.nf}                         |  0
 subworkflows/local/ancient_dna.nf             | 10 +--
 subworkflows/local/binning.nf                 | 18 ++---
 subworkflows/local/binning_preparation.nf     | 35 +++++----
 subworkflows/local/binning_refinement.nf      |  9 ++-
 subworkflows/local/depths.nf                  | 65 ++++++++--------
 subworkflows/local/domain_classification.nf   | 10 +--
 subworkflows/local/gtdbtk.nf                  | 33 +++++----
 subworkflows/local/hybrid_assembly.nf         |  2 +-
 .../local/longread_binning_preparation.nf     | 62 ++++++++--------
 subworkflows/local/longread_hostremoval.nf    | 74 +++++++++----------
 subworkflows/local/longread_preprocessing.nf  | 40 +++++-----
 subworkflows/local/shortread_assembly.nf      | 10 +--
 .../local/shortread_binning_preparation.nf    | 18 ++---
 subworkflows/local/shortread_preprocessing.nf | 21 +++---
 subworkflows/local/tiara.nf                   | 17 +++--
 workflows/mag.nf                              |  8 +-
 38 files changed, 212 insertions(+), 220 deletions(-)
 rename modules/local/{adjust_maxbin2_ext.nf => adjust_maxbin2_ext/main.nf} (100%)
 rename modules/local/{bin_summary.nf => bin_summary/main.nf} (100%)
 rename modules/local/{bowtie2_assembly_align.nf => bowtie2/assembly_align/main.nf} (100%)
 rename modules/local/{bowtie2_assembly_build.nf => bowtie2/assembly_build/main.nf} (100%)
 rename modules/local/{bowtie2_removal_align.nf => bowtie2/removal_align/main.nf} (100%)
 rename modules/local/{bowtie2_removal_build.nf => bowtie2/removal_build/main.nf} (100%)
 rename modules/local/{rename_postdastool.nf => dastool/rename_post/main.nf} (100%)
 rename modules/local/{rename_predastool.nf => dastool/rename_pre/main.nf} (100%)
 rename modules/local/{gtdbtk_db_preparation.nf => gtdbtk/db_preparation/main.nf} (100%)
 rename modules/local/{gtdbtk_summary.nf => gtdbtk/summary/main.nf} (100%)
 rename modules/local/{convert_depths.nf => mag_depths/convert/main.nf} (100%)
 rename modules/local/{mag_depths.nf => mag_depths/get/main.nf} (100%)
 rename modules/local/{mag_depths_plot.nf => mag_depths/plot/main.nf} (100%)
 rename modules/local/{mag_depths_summary.nf => mag_depths/summary/main.nf} (100%)
 rename modules/local/{nanolyse.nf => nanolyse/main.nf} (100%)
 rename modules/local/{quast_bins.nf => quast/bins/main.nf} (100%)
 rename modules/local/{quast_bins_summary.nf => quast/bins_summary/main.nf} (100%)
 rename modules/local/{quast.nf => quast/run/main.nf} (100%)
 rename modules/local/{samtoolsunmapped => samtools/unmapped}/environment.yml (100%)
 rename modules/local/{samtoolsunmapped => samtools/unmapped}/main.nf (100%)
 rename modules/local/{split_fasta.nf => split_fasta/main.nf} (100%)
 rename modules/local/{tiara_classify.nf => tiara/classify/main.nf} (100%)

diff --git a/modules/local/adjust_maxbin2_ext.nf b/modules/local/adjust_maxbin2_ext/main.nf
similarity index 100%
rename from modules/local/adjust_maxbin2_ext.nf
rename to modules/local/adjust_maxbin2_ext/main.nf
diff --git a/modules/local/bin_summary.nf b/modules/local/bin_summary/main.nf
similarity index 100%
rename from modules/local/bin_summary.nf
rename to modules/local/bin_summary/main.nf
diff --git a/modules/local/bowtie2_assembly_align.nf b/modules/local/bowtie2/assembly_align/main.nf
similarity index 100%
rename from modules/local/bowtie2_assembly_align.nf
rename to modules/local/bowtie2/assembly_align/main.nf
diff --git a/modules/local/bowtie2_assembly_build.nf b/modules/local/bowtie2/assembly_build/main.nf
similarity index 100%
rename from modules/local/bowtie2_assembly_build.nf
rename to modules/local/bowtie2/assembly_build/main.nf
diff --git a/modules/local/bowtie2_removal_align.nf b/modules/local/bowtie2/removal_align/main.nf
similarity index 100%
rename from modules/local/bowtie2_removal_align.nf
rename to modules/local/bowtie2/removal_align/main.nf
diff --git a/modules/local/bowtie2_removal_build.nf b/modules/local/bowtie2/removal_build/main.nf
similarity index 100%
rename from modules/local/bowtie2_removal_build.nf
rename to modules/local/bowtie2/removal_build/main.nf
diff --git a/modules/local/rename_postdastool.nf b/modules/local/dastool/rename_post/main.nf
similarity index 100%
rename from modules/local/rename_postdastool.nf
rename to modules/local/dastool/rename_post/main.nf
diff --git a/modules/local/rename_predastool.nf b/modules/local/dastool/rename_pre/main.nf
similarity index 100%
rename from modules/local/rename_predastool.nf
rename to modules/local/dastool/rename_pre/main.nf
diff --git a/modules/local/gtdbtk_db_preparation.nf b/modules/local/gtdbtk/db_preparation/main.nf
similarity index 100%
rename from modules/local/gtdbtk_db_preparation.nf
rename to modules/local/gtdbtk/db_preparation/main.nf
diff --git a/modules/local/gtdbtk_summary.nf b/modules/local/gtdbtk/summary/main.nf
similarity index 100%
rename from modules/local/gtdbtk_summary.nf
rename to modules/local/gtdbtk/summary/main.nf
diff --git a/modules/local/convert_depths.nf b/modules/local/mag_depths/convert/main.nf
similarity index 100%
rename from modules/local/convert_depths.nf
rename to modules/local/mag_depths/convert/main.nf
diff --git a/modules/local/mag_depths.nf b/modules/local/mag_depths/get/main.nf
similarity index 100%
rename from modules/local/mag_depths.nf
rename to modules/local/mag_depths/get/main.nf
diff --git a/modules/local/mag_depths_plot.nf b/modules/local/mag_depths/plot/main.nf
similarity index 100%
rename from modules/local/mag_depths_plot.nf
rename to modules/local/mag_depths/plot/main.nf
diff --git a/modules/local/mag_depths_summary.nf b/modules/local/mag_depths/summary/main.nf
similarity index 100%
rename from modules/local/mag_depths_summary.nf
rename to modules/local/mag_depths/summary/main.nf
diff --git a/modules/local/nanolyse.nf b/modules/local/nanolyse/main.nf
similarity index 100%
rename from modules/local/nanolyse.nf
rename to modules/local/nanolyse/main.nf
diff --git a/modules/local/quast_bins.nf b/modules/local/quast/bins/main.nf
similarity index 100%
rename from modules/local/quast_bins.nf
rename to modules/local/quast/bins/main.nf
diff --git a/modules/local/quast_bins_summary.nf b/modules/local/quast/bins_summary/main.nf
similarity index 100%
rename from modules/local/quast_bins_summary.nf
rename to modules/local/quast/bins_summary/main.nf
diff --git a/modules/local/quast.nf b/modules/local/quast/run/main.nf
similarity index 100%
rename from modules/local/quast.nf
rename to modules/local/quast/run/main.nf
diff --git a/modules/local/samtoolsunmapped/environment.yml b/modules/local/samtools/unmapped/environment.yml
similarity index 100%
rename from modules/local/samtoolsunmapped/environment.yml
rename to modules/local/samtools/unmapped/environment.yml
diff --git a/modules/local/samtoolsunmapped/main.nf b/modules/local/samtools/unmapped/main.nf
similarity index 100%
rename from modules/local/samtoolsunmapped/main.nf
rename to modules/local/samtools/unmapped/main.nf
diff --git a/modules/local/split_fasta.nf b/modules/local/split_fasta/main.nf
similarity index 100%
rename from modules/local/split_fasta.nf
rename to modules/local/split_fasta/main.nf
diff --git a/modules/local/tiara_classify.nf b/modules/local/tiara/classify/main.nf
similarity index 100%
rename from modules/local/tiara_classify.nf
rename to modules/local/tiara/classify/main.nf
diff --git a/subworkflows/local/ancient_dna.nf b/subworkflows/local/ancient_dna.nf
index b4b27fe60..a1fa276c3 100644
--- a/subworkflows/local/ancient_dna.nf
+++ b/subworkflows/local/ancient_dna.nf
@@ -8,12 +8,12 @@ include { SAMTOOLS_FAIDX as FAIDX}
 
 workflow ANCIENT_DNA_ASSEMBLY_VALIDATION {
     take:
-        input //channel: [val(meta), path(contigs), path(bam), path(bam_index)]
+        ch_input //channel: [val(meta), path(contigs), path(bam), path(bam_index)]
     main:
         ch_versions = Channel.empty()
 
         PYDAMAGE_ANALYZE(
-            input.map {
+            ch_input.map {
                 meta, _contigs, bam, bai -> [
                     meta, bam[0], bai[0]
                 ]
@@ -28,8 +28,8 @@ workflow ANCIENT_DNA_ASSEMBLY_VALIDATION {
         }
 
         if ( !params.skip_ancient_damagecorrection ) {
-            FAIDX(input.map { item -> [ item[0], item[1] ] }, [[],[]], false )
-            freebayes_input = input.join(FAIDX.out.fai)  // [val(meta), path(contigs), path(bam), path(bam_index), path(fai)]
+            FAIDX(ch_input.map { item -> [ item[0], item[1] ] }, [[],[]], false )
+            freebayes_input = ch_input.join(FAIDX.out.fai)  // [val(meta), path(contigs), path(bam), path(bam_index), path(fai)]
                                 .multiMap{
                                     meta, contigs, bam, bai, fai ->
                                         reads: [ meta, bam, bai, [], [], [] ]
@@ -48,7 +48,7 @@ workflow ANCIENT_DNA_ASSEMBLY_VALIDATION {
             BCFTOOLS_INDEX_POST(BCFTOOLS_VIEW.out.vcf)
             BCFTOOLS_CONSENSUS(BCFTOOLS_VIEW.out.vcf
                                     .join(BCFTOOLS_INDEX_POST.out.tbi)
-                                    .join(input.map { item -> [ item[0], item[1] ] }))
+                                    .join(ch_input.map { item -> [ item[0], item[1] ] }))
 
             ch_corrected_contigs = BCFTOOLS_CONSENSUS.out.fasta
 
diff --git a/subworkflows/local/binning.nf b/subworkflows/local/binning.nf
index 58c091a0d..24848169f 100644
--- a/subworkflows/local/binning.nf
+++ b/subworkflows/local/binning.nf
@@ -1,6 +1,7 @@
 /*
  * Binning with MetaBAT2 and MaxBin2
  */
+include { FASTA_BINNING_CONCOCT                                                                  } from '../../subworkflows/nf-core/fasta_binning_concoct/main'
 
 include { METABAT2_METABAT2                                                                      } from '../../modules/nf-core/metabat2/metabat2/main'
 include { METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS as METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD } from '../../modules/nf-core/metabat2/jgisummarizebamcontigdepths/main'
@@ -10,14 +11,13 @@ include { GUNZIP as GUNZIP_BINS
 include { GUNZIP as GUNZIP_UNBINS                                                                } from '../../modules/nf-core/gunzip/main'
 include { SEQKIT_STATS                                                                           } from '../../modules/nf-core/seqkit/stats/main'
 
-include { CONVERT_DEPTHS                                                                         } from '../../modules/local/convert_depths'
-include { ADJUST_MAXBIN2_EXT                                                                     } from '../../modules/local/adjust_maxbin2_ext'
-include { SPLIT_FASTA                                                                            } from '../../modules/local/split_fasta'
-include { FASTA_BINNING_CONCOCT                                                                  } from '../../subworkflows/nf-core/fasta_binning_concoct/main'
+include { CONVERT_DEPTHS                                                                         } from '../../modules/local/mag_depths/convert/main'
+include { ADJUST_MAXBIN2_EXT                                                                     } from '../../modules/local/adjust_maxbin2_ext/main'
+include { SPLIT_FASTA                                                                            } from '../../modules/local/split_fasta/main'
 
 workflow BINNING {
     take:
-    assemblies       // channel: [ val(meta), path(assembly), path(bams), path(bais) ]
+    ch_assemblies       // channel: [ val(meta), path(assembly), path(bams), path(bais) ]
     val_bin_min_size
     val_bin_max_size
 
@@ -26,8 +26,8 @@ workflow BINNING {
     ch_versions = Channel.empty()
 
     // generate coverage depths for each contig and branch by assembler type
-    ch_summarizedepth_input = assemblies
-        .map { meta, assembly, bams, bais ->
+    ch_summarizedepth_input = ch_assemblies
+        .map { meta, _assembly, bams, bais ->
             [meta, bams, bais]
         }
         .branch {
@@ -50,7 +50,7 @@ workflow BINNING {
     ch_versions = ch_versions.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD.out.versions.first())
 
     // combine depths back with assemblies
-    ch_metabat2_input = assemblies
+    ch_metabat2_input = ch_assemblies
         .map { meta, assembly, bams, bais ->
             def meta_new = meta + [binner: 'MetaBAT2']
             [meta_new, assembly, bams, bais]
@@ -93,7 +93,7 @@ workflow BINNING {
     }
     if (!params.skip_concoct) {
 
-        ch_concoct_input = assemblies
+        ch_concoct_input = ch_assemblies
             .map { meta, bins, bams, bais ->
                 def meta_new = meta + [binner: 'CONCOCT']
                 [meta_new, bins, bams, bais]
diff --git a/subworkflows/local/binning_preparation.nf b/subworkflows/local/binning_preparation.nf
index 4f6f2b432..b048a354a 100644
--- a/subworkflows/local/binning_preparation.nf
+++ b/subworkflows/local/binning_preparation.nf
@@ -1,29 +1,28 @@
-
-include { SHORTREAD_BINNING_PREPARATION  } from './shortread_binning_preparation'
-include { LONGREAD_BINNING_PREPARATION    } from './longread_binning_preparation'
+include { SHORTREAD_BINNING_PREPARATION } from './shortread_binning_preparation'
+include { LONGREAD_BINNING_PREPARATION  } from './longread_binning_preparation'
 
 workflow BINNING_PREPARATION {
     take:
-    shortread_assemblies           // channel: [ val(meta), path(assembly) ]
-    shortreads                // channel: [ val(meta), [ reads ] ]
-    longread_assemblies           // channel: [ val(meta), path(assembly) ]
-    longreads                // channel: [ val(meta), [ reads ] ]
+    ch_shortread_assemblies // channel: [ val(meta), path(assembly) ]
+    ch_shortreads           // channel: [ val(meta), [ reads ] ]
+    ch_longread_assemblies  // channel: [ val(meta), path(assembly) ]
+    ch_longreads            // channel: [ val(meta), [ reads ] ]
 
     main:
-    ch_versions       = Channel.empty()
-    ch_multiqc_files  = Channel.empty()
-    SHORTREAD_BINNING_PREPARATION ( shortread_assemblies, shortreads )
-    LONGREAD_BINNING_PREPARATION ( longread_assemblies, longreads )
+    ch_versions = Channel.empty()
+    ch_multiqc_files = Channel.empty()
+    SHORTREAD_BINNING_PREPARATION(ch_shortread_assemblies, ch_shortreads)
+    LONGREAD_BINNING_PREPARATION(ch_longread_assemblies, ch_longreads)
 
     ch_grouped_mappings = SHORTREAD_BINNING_PREPARATION.out.grouped_mappings
-        .mix( LONGREAD_BINNING_PREPARATION.out.grouped_mappings )
+        .mix(LONGREAD_BINNING_PREPARATION.out.grouped_mappings)
 
-    ch_versions = ch_versions.mix( SHORTREAD_BINNING_PREPARATION.out.versions )
-    ch_versions = ch_versions.mix( LONGREAD_BINNING_PREPARATION.out.versions )
-    ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_BINNING_PREPARATION.out.bowtie2_assembly_multiqc )
+    ch_versions = ch_versions.mix(SHORTREAD_BINNING_PREPARATION.out.versions)
+    ch_versions = ch_versions.mix(LONGREAD_BINNING_PREPARATION.out.versions)
+    ch_multiqc_files = ch_multiqc_files.mix(SHORTREAD_BINNING_PREPARATION.out.bowtie2_assembly_multiqc)
 
     emit:
-    grouped_mappings         = ch_grouped_mappings
-    versions                 = ch_versions
-    multiqc_files            = ch_multiqc_files
+    grouped_mappings = ch_grouped_mappings
+    versions         = ch_versions
+    multiqc_files    = ch_multiqc_files
 }
diff --git a/subworkflows/local/binning_refinement.nf b/subworkflows/local/binning_refinement.nf
index ba3210eac..e5c727ba0 100644
--- a/subworkflows/local/binning_refinement.nf
+++ b/subworkflows/local/binning_refinement.nf
@@ -6,8 +6,9 @@ include { DASTOOL_FASTATOCONTIG2BIN as DASTOOL_FASTATOCONTIG2BIN_METABAT2 } from
 include { DASTOOL_FASTATOCONTIG2BIN as DASTOOL_FASTATOCONTIG2BIN_MAXBIN2  } from '../../modules/nf-core/dastool/fastatocontig2bin/main.nf'
 include { DASTOOL_FASTATOCONTIG2BIN as DASTOOL_FASTATOCONTIG2BIN_CONCOCT  } from '../../modules/nf-core/dastool/fastatocontig2bin/main.nf'
 include { DASTOOL_DASTOOL                                                 } from '../../modules/nf-core/dastool/dastool/main.nf'
-include { RENAME_PREDASTOOL                                               } from '../../modules/local/rename_predastool'
-include { RENAME_POSTDASTOOL                                              } from '../../modules/local/rename_postdastool'
+
+include { RENAME_PREDASTOOL                                               } from '../../modules/local/dastool/rename_pre/main'
+include { RENAME_POSTDASTOOL                                              } from '../../modules/local/dastool/rename_post/main'
 
 /*
  * Get number of columns in file (first line)
@@ -16,14 +17,14 @@ include { RENAME_POSTDASTOOL                                              } from
 workflow BINNING_REFINEMENT {
     take:
     ch_contigs_for_dastool // channel: [ val(meta), path(contigs) ]
-    bins                   // channel: [ val(meta), path(bins) ]
+    ch_bins                   // channel: [ val(meta), path(bins) ]
 
     main:
     ch_versions = Channel.empty()
 
     // remove domain information, will add it back later
     // everything here is either unclassified or a prokaryote
-    ch_bins = bins
+    ch_bins = ch_bins
         .map { meta, bin_list ->
             def meta_new = meta - meta.subMap(['domain','refinement'])
             [meta_new, bin_list]
diff --git a/subworkflows/local/depths.nf b/subworkflows/local/depths.nf
index 5c0656d12..09369f3ea 100644
--- a/subworkflows/local/depths.nf
+++ b/subworkflows/local/depths.nf
@@ -1,12 +1,12 @@
-include { MAG_DEPTHS                            } from '../../modules/local/mag_depths'
-include { MAG_DEPTHS_PLOT                       } from '../../modules/local/mag_depths_plot'
-include { MAG_DEPTHS_SUMMARY                    } from '../../modules/local/mag_depths_summary'
+include { MAG_DEPTHS         } from '../../modules/local/mag_depths/get/main'
+include { MAG_DEPTHS_PLOT    } from '../../modules/local/mag_depths/plot/main'
+include { MAG_DEPTHS_SUMMARY } from '../../modules/local/mag_depths/summary/main'
 
 /*
  * Get number of columns in file (first line)
  */
 def getColNo(filename) {
-    def lines  = file(filename).readLines()
+    def lines = file(filename).readLines()
     return lines[0].split('\t').size()
 }
 
@@ -20,9 +20,9 @@ def getRowNo(filename) {
 
 workflow DEPTHS {
     take:
-    bins_unbins     //channel: val(meta), [ path(bins) ]
-    depths          //channel: val(meta), path(depths)
-    reads           //channel: val(meta), path(reads)
+    ch_bins_unbins // channel: val(meta), [ path(bins) ]
+    ch_depths      // channel: val(meta), path(depths)
+    ch_reads       // channel: val(meta), path(reads)
 
     main:
     ch_versions = Channel.empty()
@@ -30,55 +30,50 @@ workflow DEPTHS {
     // Compute bin depths for different samples (according to `binning_map_mode`)
     // Create a new meta combine key first, but copy meta so that
     // we retain the information about binners and domain classification
-    ch_depth_input = bins_unbins
-        .map {
-            meta, bins ->
-            def meta_combine = meta - meta.subMap('binner','domain','refinement')
+    ch_depth_input = ch_bins_unbins
+        .map { meta, bins ->
+            def meta_combine = meta - meta.subMap('binner', 'domain', 'refinement')
             [meta_combine, meta, bins]
         }
         .groupTuple()
-        .combine(depths, by: 0)
+        .combine(ch_depths, by: 0)
         .transpose()
-        .map {
-            _meta_combine, meta, bins, depth ->
-            def meta_new = meta - meta.subMap('domain','refinement')
+        .map { _meta_combine, meta, bins, depth ->
+            def meta_new = meta - meta.subMap('domain', 'refinement')
             [meta_new, bins, depth]
         }
-        .groupTuple(by: [0,2])
-        .map {
-            meta, bins, depth ->
+        .groupTuple(by: [0, 2])
+        .map { meta, bins, depth ->
             [meta, bins.unique().flatten(), depth]
         }
 
-    MAG_DEPTHS ( ch_depth_input )
+    MAG_DEPTHS(ch_depth_input)
     ch_versions = ch_versions.mix(MAG_DEPTHS.out.versions)
 
     // Plot bin depths heatmap for each assembly and mapped samples (according to `binning_map_mode`)
     // create file containing group information for all samples
-    ch_sample_groups = reads
-        .collectFile(name:'sample_groups.tsv'){ meta, _sample_reads -> meta.id + '\t' + meta.group + '\n' }
+    ch_sample_groups = ch_reads.collectFile(name: 'sample_groups.tsv') { meta, _sample_reads -> meta.id + '\t' + meta.group + '\n' }
 
     // Filter MAG depth files: use only those for plotting that contain depths for > 2 samples
     // as well as > 2 bins
-    ch_mag_depths_plot = MAG_DEPTHS.out.depths
-        .map { meta, bin_depths_file ->
-            if (getColNo(bin_depths_file) > 2 && getRowNo(bin_depths_file) > 2) [ meta, bin_depths_file ]
+    ch_mag_depths_plot = MAG_DEPTHS.out.depths.map { meta, bin_depths_file ->
+        if (getColNo(bin_depths_file) > 2 && getRowNo(bin_depths_file) > 2) {
+            [meta, bin_depths_file]
         }
+    }
 
-    MAG_DEPTHS_PLOT ( ch_mag_depths_plot, ch_sample_groups.collect() )
+    MAG_DEPTHS_PLOT(ch_mag_depths_plot, ch_sample_groups.collect())
 
     //Depth files that are coming from bins and failed binning refinement are concatenated per meta
-    ch_mag_depth_out = MAG_DEPTHS.out.depths
-        .collectFile(keepHeader: true) {
-            meta, depth ->
-            [meta.id, depth]
-        }
+    ch_mag_depth_out = MAG_DEPTHS.out.depths.collectFile(keepHeader: true) { meta, depth ->
+        [meta.id, depth]
+    }
 
-    MAG_DEPTHS_SUMMARY ( ch_mag_depth_out.collect() )
-    ch_versions = ch_versions.mix( MAG_DEPTHS_PLOT.out.versions )
-    ch_versions = ch_versions.mix( MAG_DEPTHS_SUMMARY.out.versions )
+    MAG_DEPTHS_SUMMARY(ch_mag_depth_out.collect())
+    ch_versions = ch_versions.mix(MAG_DEPTHS_PLOT.out.versions)
+    ch_versions = ch_versions.mix(MAG_DEPTHS_SUMMARY.out.versions)
 
     emit:
-    depths_summary  = MAG_DEPTHS_SUMMARY.out.summary
-    versions        = ch_versions
+    depths_summary = MAG_DEPTHS_SUMMARY.out.summary
+    versions       = ch_versions
 }
diff --git a/subworkflows/local/domain_classification.nf b/subworkflows/local/domain_classification.nf
index 382918881..a59cebf98 100644
--- a/subworkflows/local/domain_classification.nf
+++ b/subworkflows/local/domain_classification.nf
@@ -6,15 +6,15 @@ include { TIARA } from '../../subworkflows/local/tiara'
 
 workflow DOMAIN_CLASSIFICATION {
     take:
-    assemblies // tuple val(meta), path(assembly)
-    bins       // tuple val(meta), path( [ bins ] )
-    unbins     // tuple val(meta), path( [ unbins ] )
+    ch_assemblies // tuple val(meta), path(assembly)
+    ch_bins       // tuple val(meta), path( [ bins ] )
+    ch_unbins     // tuple val(meta), path( [ unbins ] )
 
     main:
     ch_versions = Channel.empty()
 
-    if ( params.bin_domain_classification_tool == "tiara") {
-        TIARA (assemblies, bins, unbins)
+    if (params.bin_domain_classification_tool == "tiara") {
+        TIARA(ch_assemblies, ch_bins, ch_unbins)
     }
 
     ch_classified_bins = TIARA.out.classified_bins
diff --git a/subworkflows/local/gtdbtk.nf b/subworkflows/local/gtdbtk.nf
index ea97cea36..66ea3b1a5 100644
--- a/subworkflows/local/gtdbtk.nf
+++ b/subworkflows/local/gtdbtk.nf
@@ -2,16 +2,17 @@
  * GTDB-Tk bin classification, using BUSCO QC to filter bins
  */
 
-include { GTDBTK_DB_PREPARATION } from '../../modules/local/gtdbtk_db_preparation'
 include { GTDBTK_CLASSIFYWF     } from '../../modules/nf-core/gtdbtk/classifywf/main'
-include { GTDBTK_SUMMARY        } from '../../modules/local/gtdbtk_summary'
+
+include { GTDBTK_DB_PREPARATION } from '../../modules/local/gtdbtk/db_preparation/main'
+include { GTDBTK_SUMMARY        } from '../../modules/local/gtdbtk/summary/main'
 
 workflow GTDBTK {
     take:
-    bins           // channel: [ val(meta), [bins] ]
-    bin_qc_summary // channel: path
-    gtdb           // channel: path
-    gtdb_mash      // channel: path
+    ch_bins           // channel: [ val(meta), [bins] ]
+    ch_bin_qc_summary // channel: path
+    ch_gtdb           // channel: path
+    ch_gtdb_mash      // channel: path
 
     main:
     // Collect bin quality metrics
@@ -21,12 +22,12 @@ workflow GTDBTK {
         checkm2: ['Name', 'Completeness', 'Contamination'],
     ]
 
-    ch_bin_metrics = bin_qc_summary
+    ch_bin_metrics = ch_bin_qc_summary
         .splitCsv(header: true, sep: '\t')
         .map { row -> qc_columns[params.binqc_tool].collect { col -> row[col] } }
         .filter { row -> row[1] != '' }
         .map { row ->
-            row = [row[0]] + row[1..2].collect { value -> Double.parseDouble(value) }
+            row = [row[0]] + row[1..2].collect { value -> Double.parseDouble("${value}") }
             // CheckM / CheckM2 removes the .fa extension from the bin name
             if (params.binqc_tool in ['checkm', 'checkm2']) {
                 row[0] = row[0] + '.fa'
@@ -35,7 +36,7 @@ workflow GTDBTK {
         }
 
     // Filter bins based on collected metrics: completeness, contamination
-    ch_filtered_bins = bins
+    ch_filtered_bins = ch_bins
         .transpose()
         .map { meta, bin -> [bin.getName(), bin, meta] }
         .join(ch_bin_metrics, failOnDuplicate: true)
@@ -47,12 +48,12 @@ workflow GTDBTK {
             return [it[0], it[1]]
         }
 
-    if (gtdb.extension == 'gz') {
+    if (ch_gtdb.extension == 'gz') {
         // Expects to be tar.gz!
-        ch_db_for_gtdbtk = GTDBTK_DB_PREPARATION(gtdb).db
+        ch_db_for_gtdbtk = GTDBTK_DB_PREPARATION(ch_gtdb).db
     }
-    else if (gtdb.isDirectory()) {
-        ch_db_for_gtdbtk = [gtdb.simpleName, gtdb]
+    else if (ch_gtdb.isDirectory()) {
+        ch_db_for_gtdbtk = [ch_gtdb.simpleName, ch_gtdb]
     }
     else {
         error("Unsupported object given to --gtdb, database must be supplied as either a directory or a .tar.gz file!")
@@ -69,7 +70,7 @@ workflow GTDBTK {
         ch_filtered_bins.passed.groupTuple(),
         ch_db_for_gtdbtk,
         params.gtdbtk_pplacer_useram ? false : true,
-        gtdb_mash,
+        ch_gtdb_mash,
     )
 
     GTDBTK_SUMMARY(
@@ -80,7 +81,7 @@ workflow GTDBTK {
     )
 
     emit:
-    summary  = GTDBTK_SUMMARY.out.summary
+    summary       = GTDBTK_SUMMARY.out.summary
     multiqc_files = GTDBTK_SUMMARY.out.summary
-    versions = GTDBTK_CLASSIFYWF.out.versions
+    versions      = GTDBTK_CLASSIFYWF.out.versions
 }
diff --git a/subworkflows/local/hybrid_assembly.nf b/subworkflows/local/hybrid_assembly.nf
index a7974e21e..c7c8db3f5 100644
--- a/subworkflows/local/hybrid_assembly.nf
+++ b/subworkflows/local/hybrid_assembly.nf
@@ -18,7 +18,7 @@ workflow HYBRID_ASSEMBLY {
         ch_reads_spadeshybrid = ch_long_reads_spades
             .map { meta, reads -> [meta.id, meta, reads] }
             .combine(ch_short_reads_spades_tmp, by: 0)
-            .map { id, meta_long, long_reads, meta_short, short_reads ->
+            .map { _id, meta_long, long_reads, meta_short, short_reads ->
                 if (meta_long.lr_platform == "OXFORD_NANOPORE" || meta_long.lr_platform == "OXFORD_NANOPORE_HQ") {
                     [meta_short, short_reads, [], long_reads]
                 } else {
diff --git a/subworkflows/local/longread_binning_preparation.nf b/subworkflows/local/longread_binning_preparation.nf
index 0e0056707..d9d4c2c24 100644
--- a/subworkflows/local/longread_binning_preparation.nf
+++ b/subworkflows/local/longread_binning_preparation.nf
@@ -1,54 +1,50 @@
-include { MINIMAP2_INDEX as MINIMAP2_ASSEMBLY_INDEX                 } from '../../modules/nf-core/minimap2/index/main'
-include { MINIMAP2_ALIGN as MINIMAP2_ASSEMBLY_ALIGN                 } from '../../modules/nf-core/minimap2/align/main'
+include { MINIMAP2_INDEX as MINIMAP2_ASSEMBLY_INDEX } from '../../modules/nf-core/minimap2/index/main'
+include { MINIMAP2_ALIGN as MINIMAP2_ASSEMBLY_ALIGN } from '../../modules/nf-core/minimap2/align/main'
 
 workflow LONGREAD_BINNING_PREPARATION {
     take:
-    assemblies // channel: [ val(meta), path(assembly) ]
-    reads      // channel: [ val(meta), [ reads ] ]
+    ch_assemblies // channel: [ val(meta), path(assembly) ]
+    ch_reads      // channel: [ val(meta), [ reads ] ]
 
     main:
-    ch_versions       = Channel.empty()
+    ch_versions = Channel.empty()
 
-    MINIMAP2_ASSEMBLY_INDEX ( assemblies )
+    MINIMAP2_ASSEMBLY_INDEX(ch_assemblies)
 
-    if (params.binning_map_mode == 'all'){
+    if (params.binning_map_mode == 'all') {
         ch_minimap2_input = MINIMAP2_ASSEMBLY_INDEX.out.index
-            .combine(reads)
-            .map { meta_idx, idx, meta_reads, reads -> [ meta_idx, idx,  meta_reads, reads ] }
-
-    } else if (params.binning_map_mode == 'group') {
-        ch_reads_minimap2 = reads.map{ meta, reads -> [ meta.group, meta, reads ] }
+            .combine(ch_reads)
+            .map { meta_idx, idx, meta_reads, reads -> [meta_idx, idx, meta_reads, reads] }
+    }
+    else if (params.binning_map_mode == 'group') {
+        ch_reads_minimap2 = ch_reads.map { meta, reads -> [meta.group, meta, reads] }
         ch_minimap2_input = MINIMAP2_ASSEMBLY_INDEX.out.index
-            .map { meta_idx, index -> [ meta_idx.group, meta_idx, index ] }
+            .map { meta_idx, index -> [meta_idx.group, meta_idx, index] }
             .combine(ch_reads_minimap2, by: 0)
-            .map { group, meta_idx, idx, meta_reads, reads -> [ meta_idx, idx, meta_reads, reads ] }
-
-    } else {
-        ch_reads_minimap2 = reads.map{ meta, reads -> [ meta.id, meta, reads ] }
+            .map { _group, meta_idx, idx, meta_reads, reads -> [meta_idx, idx, meta_reads, reads] }
+    }
+    else {
+        ch_reads_minimap2 = ch_reads.map { meta, reads -> [meta.id, meta, reads] }
         ch_minimap2_input = MINIMAP2_ASSEMBLY_INDEX.out.index
-            .map { meta_idx, index -> [ meta_idx.id, meta_idx, index ] }
+            .map { meta_idx, index -> [meta_idx.id, meta_idx, index] }
             .combine(ch_reads_minimap2, by: 0)
-            .map { id, meta_idx, idx, meta_reads, reads -> [ meta_idx, idx, meta_reads, reads ] }
+            .map { _id, meta_idx, idx, meta_reads, reads -> [meta_idx, idx, meta_reads, reads] }
     }
 
-    ch_minimap2_input_reads = ch_minimap2_input
-        .map { meta_idx, index, meta, reads -> [ meta_idx, reads ] }
-    ch_minimap2_input_idx = ch_minimap2_input
-        .map { meta_idx, index, meta, reads -> [ meta, index ] }
+    ch_minimap2_input_reads = ch_minimap2_input.map { meta_idx, _index, _meta, reads -> [meta_idx, reads] }
+    ch_minimap2_input_idx = ch_minimap2_input.map { _meta_idx, index, meta, _reads -> [meta, index] }
 
-    MINIMAP2_ASSEMBLY_ALIGN ( ch_minimap2_input_reads, ch_minimap2_input_idx, true, 'bai', false, false )
-    ch_versions      = ch_versions.mix( MINIMAP2_ASSEMBLY_ALIGN.out.versions.first() )
+    MINIMAP2_ASSEMBLY_ALIGN(ch_minimap2_input_reads, ch_minimap2_input_idx, true, 'bai', false, false)
+    ch_versions = ch_versions.mix(MINIMAP2_ASSEMBLY_ALIGN.out.versions.first())
 
-    ch_grouped_mappings_reads = MINIMAP2_ASSEMBLY_ALIGN.out.bam
-        .groupTuple(by: 0)
-    ch_grouped_mappings_index = MINIMAP2_ASSEMBLY_ALIGN.out.index
-        .groupTuple(by: 0)
+    ch_grouped_mappings_reads = MINIMAP2_ASSEMBLY_ALIGN.out.bam.groupTuple(by: 0)
+    ch_grouped_mappings_index = MINIMAP2_ASSEMBLY_ALIGN.out.index.groupTuple(by: 0)
     ch_grouped_mappings = ch_grouped_mappings_reads
         .combine(ch_grouped_mappings_index, by: 0)
-        .combine(assemblies, by: 0)
-        .map { meta, bams, bais, assembly -> [ meta, assembly, bams, bais ] }
+        .combine(ch_assemblies, by: 0)
+        .map { meta, bams, bais, assembly -> [meta, assembly, bams, bais] }
 
     emit:
-    versions           = ch_versions
-    grouped_mappings   = ch_grouped_mappings
+    versions         = ch_versions
+    grouped_mappings = ch_grouped_mappings
 }
diff --git a/subworkflows/local/longread_hostremoval.nf b/subworkflows/local/longread_hostremoval.nf
index fa90648f6..8ecfa6286 100644
--- a/subworkflows/local/longread_hostremoval.nf
+++ b/subworkflows/local/longread_hostremoval.nf
@@ -1,58 +1,58 @@
-
 //
 // Remove host reads via alignment and export off-target reads
 //
 
-include { MINIMAP2_INDEX as MINIMAP2_HOST_INDEX                 } from '../../modules/nf-core/minimap2/index/main'
-include { MINIMAP2_ALIGN as MINIMAP2_HOST_ALIGN                 } from '../../modules/nf-core/minimap2/align/main'
-include { SAMTOOLS_UNMAPPED as SAMTOOLS_HOSTREMOVED_UNMAPPED    } from '../../modules/local/samtoolsunmapped/main'
-include { SAMTOOLS_INDEX as SAMTOOLS_HOSTREMOVED_INDEX          } from '../../modules/nf-core/samtools/index/main'
-include { SAMTOOLS_STATS as SAMTOOLS_HOSTREMOVED_STATS          } from '../../modules/nf-core/samtools/stats/main'
+include { MINIMAP2_INDEX as MINIMAP2_HOST_INDEX              } from '../../modules/nf-core/minimap2/index/main'
+include { MINIMAP2_ALIGN as MINIMAP2_HOST_ALIGN              } from '../../modules/nf-core/minimap2/align/main'
+include { SAMTOOLS_INDEX as SAMTOOLS_HOSTREMOVED_INDEX       } from '../../modules/nf-core/samtools/index/main'
+include { SAMTOOLS_STATS as SAMTOOLS_HOSTREMOVED_STATS       } from '../../modules/nf-core/samtools/stats/main'
+
+include { SAMTOOLS_UNMAPPED as SAMTOOLS_HOSTREMOVED_UNMAPPED } from '../../modules/local/samtools/unmapped/main'
 
 
 workflow LONGREAD_HOSTREMOVAL {
     take:
-    reads     // [ [ meta ], [ reads ] ]
-    reference // /path/to/fasta
+    ch_reads  // [ [ meta ], [ reads ] ]
+    val_reference // path
 
     main:
-    ch_versions       = Channel.empty()
-    ch_multiqc_files  = Channel.empty()
-
-    ch_host_reference = reference.map { [ [:], it ] }
-    ch_host_fasta_for_build = ch_host_reference.combine(reads)
-                .map { host_meta, host_fasta, _meta, _reads ->
-                    [ host_meta, host_fasta ]
-                }.first() // makes sure to only use the host fasta if the long read channel is not empty
-    ch_minimap2_index = MINIMAP2_HOST_INDEX ( ch_host_fasta_for_build ).index
-    ch_versions       = ch_versions.mix( MINIMAP2_HOST_INDEX.out.versions )
-
-    MINIMAP2_HOST_ALIGN ( reads, ch_minimap2_index, true, 'bai', false, false )
-    ch_versions        = ch_versions.mix( MINIMAP2_HOST_ALIGN.out.versions.first() )
-    ch_minimap2_mapped = MINIMAP2_HOST_ALIGN.out.bam
-        .map {
-            meta, reads ->
-                [ meta, reads, [] ]
+    ch_versions = Channel.empty()
+    ch_multiqc_files = Channel.empty()
+
+    ch_host_reference = val_reference.map { [[:], it] }
+    ch_host_fasta_for_build = ch_host_reference
+        .combine(ch_reads)
+        .map { host_meta, host_fasta, _meta, _reads ->
+            [host_meta, host_fasta]
         }
+        .first()
+    // makes sure to only use the host fasta if the long read channel is not empty
+    ch_minimap2_index = MINIMAP2_HOST_INDEX(ch_host_fasta_for_build).index
+    ch_versions = ch_versions.mix(MINIMAP2_HOST_INDEX.out.versions)
+
+    MINIMAP2_HOST_ALIGN(ch_reads, ch_minimap2_index, true, 'bai', false, false)
+    ch_versions = ch_versions.mix(MINIMAP2_HOST_ALIGN.out.versions.first())
+    ch_minimap2_mapped = MINIMAP2_HOST_ALIGN.out.bam.map { meta, reads ->
+        [meta, reads, []]
+    }
 
     // Generate unmapped reads FASTQ for downstream taxprofiling
-    SAMTOOLS_HOSTREMOVED_UNMAPPED ( ch_minimap2_mapped )
-    ch_versions      = ch_versions.mix( SAMTOOLS_HOSTREMOVED_UNMAPPED.out.versions.first() )
+    SAMTOOLS_HOSTREMOVED_UNMAPPED(ch_minimap2_mapped)
+    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_UNMAPPED.out.versions.first())
 
     // Indexing whole BAM for host removal statistics
-    SAMTOOLS_HOSTREMOVED_INDEX ( MINIMAP2_HOST_ALIGN.out.bam )
-    ch_versions      = ch_versions.mix( SAMTOOLS_HOSTREMOVED_INDEX.out.versions.first() )
+    SAMTOOLS_HOSTREMOVED_INDEX(MINIMAP2_HOST_ALIGN.out.bam)
+    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_INDEX.out.versions.first())
 
-    bam_bai = MINIMAP2_HOST_ALIGN.out.bam
-        .join(SAMTOOLS_HOSTREMOVED_INDEX.out.bai)
+    bam_bai = MINIMAP2_HOST_ALIGN.out.bam.join(SAMTOOLS_HOSTREMOVED_INDEX.out.bai)
 
-    SAMTOOLS_HOSTREMOVED_STATS ( bam_bai, ch_host_fasta_for_build )
+    SAMTOOLS_HOSTREMOVED_STATS(bam_bai, ch_host_fasta_for_build)
     ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_STATS.out.versions.first())
-    ch_multiqc_files = ch_multiqc_files.mix( SAMTOOLS_HOSTREMOVED_STATS.out.stats )
+    ch_multiqc_files = ch_multiqc_files.mix(SAMTOOLS_HOSTREMOVED_STATS.out.stats)
 
     emit:
-    stats              = SAMTOOLS_HOSTREMOVED_STATS.out.stats     //channel: [val(meta), [reads  ] ]
-    reads              = SAMTOOLS_HOSTREMOVED_UNMAPPED.out.fastq   // channel: [ val(meta), [ reads ] ]
-    versions           = ch_versions                 // channel: [ versions.yml ]
-    multiqc_files      = ch_multiqc_files
+    stats         = SAMTOOLS_HOSTREMOVED_STATS.out.stats    //channel: [val(meta), [reads  ] ]
+    reads         = SAMTOOLS_HOSTREMOVED_UNMAPPED.out.fastq // channel: [ val(meta), [ reads ] ]
+    versions      = ch_versions                             // channel: [ versions.yml ]
+    multiqc_files = ch_multiqc_files
 }
diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index 9938c0ecf..7c5cc9599 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -2,26 +2,26 @@
  * LONGREAD_PREPROCESSING: Preprocessing and QC for long reads
  */
 
-include { NANOPLOT as NANOPLOT_RAW                              } from '../../modules/nf-core/nanoplot/main'
-include { NANOPLOT as NANOPLOT_FILTERED                         } from '../../modules/nf-core/nanoplot/main'
-include { NANOLYSE                                              } from '../../modules/nf-core/nanolyse/main'
-include { PORECHOP_PORECHOP                                     } from '../../modules/nf-core/porechop/porechop/main'
-include { PORECHOP_ABI                                          } from '../../modules/nf-core/porechop/abi/main'
-include { FILTLONG                                              } from '../../modules/nf-core/filtlong'
-include { CHOPPER                                               } from '../../modules/nf-core/chopper'
-include { NANOQ                                                 } from '../../modules/nf-core/nanoq'
-include { CAT_FASTQ as CAT_FASTQ_LONGREADS                      } from '../../modules/nf-core/cat/fastq/main'
+include { NANOPLOT as NANOPLOT_RAW         } from '../../modules/nf-core/nanoplot/main'
+include { NANOPLOT as NANOPLOT_FILTERED    } from '../../modules/nf-core/nanoplot/main'
+include { NANOLYSE                         } from '../../modules/nf-core/nanolyse/main'
+include { PORECHOP_PORECHOP                } from '../../modules/nf-core/porechop/porechop/main'
+include { PORECHOP_ABI                     } from '../../modules/nf-core/porechop/abi/main'
+include { FILTLONG                         } from '../../modules/nf-core/filtlong'
+include { CHOPPER                          } from '../../modules/nf-core/chopper'
+include { NANOQ                            } from '../../modules/nf-core/nanoq'
+include { CAT_FASTQ as CAT_FASTQ_LONGREADS } from '../../modules/nf-core/cat/fastq/main'
 
 // include other subworkflows here
-include { LONGREAD_HOSTREMOVAL                                  } from './longread_hostremoval'
+include { LONGREAD_HOSTREMOVAL             } from './longread_hostremoval'
 
 workflow LONGREAD_PREPROCESSING {
     take:
-    ch_raw_long_reads         // [ [meta] , fastq] (mandatory)
-    ch_short_reads            // [ [meta] , fastq1, fastq2] (mandatory)
-    ch_lambda_db              // [fasta]
-    ch_host_fasta             // [fasta]
-    skip_qc                   // [boolean]
+    ch_raw_long_reads // [ [meta] , fastq] (mandatory)
+    ch_short_reads    // [ [meta] , fastq1, fastq2] (mandatory)
+    ch_lambda_db      // [fasta]
+    ch_host_fasta     // [fasta]
+    val_skip_qc           // [boolean]
 
     main:
     ch_versions = Channel.empty()
@@ -33,7 +33,7 @@ workflow LONGREAD_PREPROCESSING {
     ch_versions = ch_versions.mix(NANOPLOT_RAW.out.versions.first())
 
     if ( !params.assembly_input ) {
-        if (!params.skip_adapter_trimming && !skip_qc) {
+        if (!params.skip_adapter_trimming && !val_skip_qc) {
             if (params.longread_adaptertrimming_tool &&
                 params.longread_adaptertrimming_tool == 'porechop_abi') {
                 PORECHOP_ABI (
@@ -54,7 +54,7 @@ workflow LONGREAD_PREPROCESSING {
             ch_long_reads = ch_raw_long_reads
         }
 
-        if (!params.keep_lambda && params.longread_filtering_tool != 'chopper' && !skip_qc) {
+        if (!params.keep_lambda && params.longread_filtering_tool != 'chopper' && !val_skip_qc) {
             NANOLYSE (
                 ch_long_reads,
                 ch_lambda_db
@@ -62,7 +62,7 @@ workflow LONGREAD_PREPROCESSING {
             ch_long_reads = NANOLYSE.out.fastq
             ch_versions = ch_versions.mix(NANOLYSE.out.versions.first())
         }
-        if (!params.skip_longread_filtering && !skip_qc) {
+        if (!params.skip_longread_filtering && !val_skip_qc) {
             if (params.longread_filtering_tool == 'filtlong') {
                 // join long and short reads by sample name
                 ch_short_reads_tmp = ch_short_reads
@@ -72,7 +72,7 @@ workflow LONGREAD_PREPROCESSING {
                     .map { meta, lr -> [ meta.id, meta, lr ] }
                     .join(ch_short_reads_tmp, by: 0, remainder: true)
                     .filter { it[1] != null } // Make sure long reads are not null, which happens if ch_short_reads is empty
-                    .map { id, meta_lr, lr, sr -> [ meta_lr, sr ? sr : [], lr ] }  // should not occur for single-end, since SPAdes (hybrid) does not support single-end
+                    .map { _id, meta_lr, lr, sr -> [ meta_lr, sr ? sr : [], lr ] }  // should not occur for single-end, since SPAdes (hybrid) does not support single-end
 
                 FILTLONG (
                     ch_short_and_long_reads
@@ -114,7 +114,7 @@ workflow LONGREAD_PREPROCESSING {
          * - No host removal and skip_qc (params.skip_longread_qc)
          * - No host removal and *all* --keep_lambda, --skip_adapter_trimming, --skip_longread_filtering
          */
-        if ( !( ( skip_qc && !( params.host_fasta || params.host_genome ) ) ) ) {
+        if ( !( ( val_skip_qc && !( params.host_fasta || params.host_genome ) ) ) ) {
             if (
                 !(
                     params.skip_adapter_trimming && params.skip_longread_filtering && params.keep_lambda &&
diff --git a/subworkflows/local/shortread_assembly.nf b/subworkflows/local/shortread_assembly.nf
index efec33640..3b5e314bd 100644
--- a/subworkflows/local/shortread_assembly.nf
+++ b/subworkflows/local/shortread_assembly.nf
@@ -1,11 +1,10 @@
-
 //MODULES
-include { MEGAHIT                                               } from '../../modules/nf-core/megahit/main'
-include { SPADES as METASPADES                                  } from '../../modules/nf-core/spades/main'
+include { MEGAHIT              } from '../../modules/nf-core/megahit/main'
+include { SPADES as METASPADES } from '../../modules/nf-core/spades/main'
 
 workflow SHORTREAD_ASSEMBLY {
     take:
-    ch_short_reads_grouped           // [ [meta] , fastq1, fastq2] (mandatory)
+    ch_short_reads_grouped // [ [meta] , fastq1, fastq2] (mandatory)
     ch_short_reads_spades
 
     main:
@@ -34,6 +33,5 @@ workflow SHORTREAD_ASSEMBLY {
 
     emit:
     assembled_contigs = ch_assembled_contigs
-    versions = ch_versions
-
+    versions          = ch_versions
 }
diff --git a/subworkflows/local/shortread_binning_preparation.nf b/subworkflows/local/shortread_binning_preparation.nf
index 162a3410f..816e1399b 100644
--- a/subworkflows/local/shortread_binning_preparation.nf
+++ b/subworkflows/local/shortread_binning_preparation.nf
@@ -2,28 +2,28 @@
  * Binning preparation with Bowtie2
  */
 
-include { BOWTIE2_ASSEMBLY_BUILD    } from '../../modules/local/bowtie2_assembly_build'
-include { BOWTIE2_ASSEMBLY_ALIGN    } from '../../modules/local/bowtie2_assembly_align'
+include { BOWTIE2_ASSEMBLY_BUILD } from '../../modules/local/bowtie2/assembly_build/main'
+include { BOWTIE2_ASSEMBLY_ALIGN } from '../../modules/local/bowtie2/assembly_align/main'
 
 workflow SHORTREAD_BINNING_PREPARATION {
     take:
-    assemblies           // channel: [ val(meta), path(assembly) ]
-    reads                // channel: [ val(meta), [ reads ] ]
+    ch_assemblies           // channel: [ val(meta), path(assembly) ]
+    ch_reads                // channel: [ val(meta), [ reads ] ]
 
     main:
 
     ch_versions = Channel.empty()
     // build bowtie2 index for all assemblies
-    BOWTIE2_ASSEMBLY_BUILD ( assemblies )
+    BOWTIE2_ASSEMBLY_BUILD ( ch_assemblies )
 
     // combine assemblies with sample reads for binning depending on specified mapping mode
     if (params.binning_map_mode == 'all'){
         // combine assemblies with reads of all samples
         ch_bowtie2_input = BOWTIE2_ASSEMBLY_BUILD.out.assembly_index
-            .combine(reads)
+            .combine(ch_reads)
     } else if (params.binning_map_mode == 'group'){
         // combine assemblies with reads of samples from same group
-        ch_reads_bowtie2 = reads.map{ meta, sample_reads -> [ meta.group, meta, sample_reads ] }
+        ch_reads_bowtie2 = ch_reads.map{ meta, sample_reads -> [ meta.group, meta, sample_reads ] }
         ch_bowtie2_input = BOWTIE2_ASSEMBLY_BUILD.out.assembly_index
             .map { meta, assembly, index -> [ meta.group, meta, assembly, index ] }
             .combine(ch_reads_bowtie2, by: 0)
@@ -34,7 +34,7 @@ workflow SHORTREAD_BINNING_PREPARATION {
     } else {
         // i.e. --binning_map_mode 'own'
         // combine assemblies (not co-assembled) with reads from own sample
-        ch_reads_bowtie2 = reads.map{ meta, sample_reads -> [ meta.id, meta, sample_reads ] }
+        ch_reads_bowtie2 = ch_reads.map{ meta, sample_reads -> [ meta.id, meta, sample_reads ] }
         ch_bowtie2_input = BOWTIE2_ASSEMBLY_BUILD.out.assembly_index
             .map { meta, assembly, index -> [ meta.id, meta, assembly, index ] }
             .combine(ch_reads_bowtie2, by: 0)
@@ -53,7 +53,7 @@ workflow SHORTREAD_BINNING_PREPARATION {
     ch_versions = ch_versions.mix( BOWTIE2_ASSEMBLY_ALIGN.out.versions.first() )
 
     emit:
-    bowtie2_assembly_multiqc = BOWTIE2_ASSEMBLY_ALIGN.out.log.map { assembly_meta, reads_meta, log -> [ log ] }
+    bowtie2_assembly_multiqc = BOWTIE2_ASSEMBLY_ALIGN.out.log.map { _assembly_meta, _reads_meta, log -> [ log ] }
     versions                 = ch_versions
     grouped_mappings         = ch_grouped_mappings
 }
diff --git a/subworkflows/local/shortread_preprocessing.nf b/subworkflows/local/shortread_preprocessing.nf
index b495203e7..286666f37 100644
--- a/subworkflows/local/shortread_preprocessing.nf
+++ b/subworkflows/local/shortread_preprocessing.nf
@@ -8,21 +8,22 @@ include { FASTP                                               } from '../../modu
 include { TRIMMOMATIC                                         } from '../../modules/nf-core/trimmomatic/main'
 include { ADAPTERREMOVAL as ADAPTERREMOVAL_PE                 } from '../../modules/nf-core/adapterremoval/main'
 include { ADAPTERREMOVAL as ADAPTERREMOVAL_SE                 } from '../../modules/nf-core/adapterremoval/main'
-include { BOWTIE2_REMOVAL_BUILD as BOWTIE2_HOST_REMOVAL_BUILD } from '../../modules/local/bowtie2_removal_build'
-include { BOWTIE2_REMOVAL_ALIGN as BOWTIE2_HOST_REMOVAL_ALIGN } from '../../modules/local/bowtie2_removal_align'
-include { BOWTIE2_REMOVAL_BUILD as BOWTIE2_PHIX_REMOVAL_BUILD } from '../../modules/local/bowtie2_removal_build'
-include { BOWTIE2_REMOVAL_ALIGN as BOWTIE2_PHIX_REMOVAL_ALIGN } from '../../modules/local/bowtie2_removal_align'
 include { CAT_FASTQ                                           } from '../../modules/nf-core/cat/fastq/main'
 include { SEQTK_MERGEPE                                       } from '../../modules/nf-core/seqtk/mergepe/main'
 include { BBMAP_BBNORM                                        } from '../../modules/nf-core/bbmap/bbnorm/main'
 
+include { BOWTIE2_REMOVAL_BUILD as BOWTIE2_HOST_REMOVAL_BUILD } from '../../modules/local/bowtie2/removal_build/main'
+include { BOWTIE2_REMOVAL_ALIGN as BOWTIE2_HOST_REMOVAL_ALIGN } from '../../modules/local/bowtie2/removal_align/main'
+include { BOWTIE2_REMOVAL_BUILD as BOWTIE2_PHIX_REMOVAL_BUILD } from '../../modules/local/bowtie2/removal_build/main'
+include { BOWTIE2_REMOVAL_ALIGN as BOWTIE2_PHIX_REMOVAL_ALIGN } from '../../modules/local/bowtie2/removal_align/main'
+
 workflow SHORTREAD_PREPROCESSING {
     take:
     ch_raw_short_reads   // [ [meta] , fastq1, fastq2] (mandatory)
     ch_host_fasta        // [fasta] (optional)
     ch_host_genome_index // fasta (optional)
     ch_phix_db_file      // [fasta] (optional)
-    skip_qc              // [boolean]
+    val_skip_qc              // [boolean]
 
     main:
     ch_versions = Channel.empty()
@@ -34,7 +35,7 @@ workflow SHORTREAD_PREPROCESSING {
     ch_versions = ch_versions.mix(FASTQC_RAW.out.versions.first())
     ch_multiqc_files = ch_multiqc_files.mix(FASTQC_RAW.out.zip)
 
-    if (!params.skip_clipping && !skip_qc) {
+    if (!params.skip_clipping && !val_skip_qc) {
         if (params.clip_tool == 'fastp') {
             FASTP(
                 ch_raw_short_reads,
@@ -86,7 +87,7 @@ workflow SHORTREAD_PREPROCESSING {
         }
         else {
             ch_host_fasta_for_build = ch_host_fasta.combine(ch_short_reads_prepped)
-                .map { host_fasta, meta, reads ->
+                .map { host_fasta, _meta, _reads ->
                     host_fasta
                 }.first() // makes sure to only use the host fasta if the short read channel is not empty
             BOWTIE2_HOST_REMOVAL_BUILD(
@@ -112,9 +113,9 @@ workflow SHORTREAD_PREPROCESSING {
         ch_short_reads_hostremoved = ch_short_reads_prepped
     }
 
-    if (!params.keep_phix && !skip_qc) {
+    if (!params.keep_phix && !val_skip_qc) {
         ch_phix_fasta_for_build = ch_phix_db_file.combine(ch_short_reads_prepped)
-                .map { host_fasta, meta, reads ->
+                .map { host_fasta, _meta, _reads ->
                     host_fasta
                 }.first()
         BOWTIE2_PHIX_REMOVAL_BUILD(
@@ -137,7 +138,7 @@ workflow SHORTREAD_PREPROCESSING {
      * - No host removal and skip_qc (params.skip_shortread_qc)
      * - No host removal and *both* --keep_phix --skip_clipping
      */
-    if ( !( ( skip_qc && !( params.host_fasta || params.host_genome ) ) ) ) {
+    if ( !( ( val_skip_qc && !( params.host_fasta || params.host_genome ) ) ) ) {
         if (
             !(
                 params.keep_phix && params.skip_clipping &&
diff --git a/subworkflows/local/tiara.nf b/subworkflows/local/tiara.nf
index 1954141fa..9bc94f0bd 100644
--- a/subworkflows/local/tiara.nf
+++ b/subworkflows/local/tiara.nf
@@ -1,33 +1,34 @@
 include { TIARA_TIARA                                                  } from '../../modules/nf-core/tiara/tiara/main'
-include { TIARA_CLASSIFY                                               } from '../../modules/local/tiara_classify'
 include { DASTOOL_FASTATOCONTIG2BIN as DASTOOL_FASTATOCONTIG2BIN_TIARA } from '../../modules/nf-core/dastool/fastatocontig2bin/main'
 include { CSVTK_CONCAT as TIARA_SUMMARY                                } from '../../modules/nf-core/csvtk/concat/main'
 
+include { TIARA_CLASSIFY                                               } from '../../modules/local/tiara/classify/main'
+
 workflow TIARA {
     take:
-    assemblies // tuple val(meta), path(assembly)
-    bins       // tuple val(meta), path( [ bins ] )
-    unbins     // tuple val(meta), path( [ unbins ] )
+    ch_assemblies // tuple val(meta), path(assembly)
+    ch_bins       // tuple val(meta), path( [ bins ] )
+    ch_unbins     // tuple val(meta), path( [ unbins ] )
 
     main:
     ch_versions = Channel.empty()
 
-    bins = bins
+    ch_bins = ch_bins
         .map { meta, bin_list ->
             def meta_new = meta + [bin: 'bins']
             meta_new.bin = 'bins'
             [meta_new, bin_list]
         }
 
-    unbins = unbins
+    ch_unbins = ch_unbins
         .map { meta, unbin_list ->
             def meta_new = meta + [bin: 'unbins']
             [meta_new, unbin_list]
         }
 
-    ch_tiara_input = bins.mix(unbins)
+    ch_tiara_input = ch_bins.mix(ch_unbins)
 
-    TIARA_TIARA ( assemblies )
+    TIARA_TIARA ( ch_assemblies )
     ch_versions = ch_versions.mix(TIARA_TIARA.out.versions.first())
 
     // Need contig2bin file for each bin group
diff --git a/workflows/mag.nf b/workflows/mag.nf
index 4dbb1d518..3adef5b55 100644
--- a/workflows/mag.nf
+++ b/workflows/mag.nf
@@ -38,10 +38,10 @@ include { METAEUK_EASYPREDICT             } from '../modules/nf-core/metaeuk/eas
 //
 // MODULE: Local to the pipeline
 //
-include { QUAST                           } from '../modules/local/quast'
-include { QUAST_BINS                      } from '../modules/local/quast_bins'
-include { QUAST_BINS_SUMMARY              } from '../modules/local/quast_bins_summary'
-include { BIN_SUMMARY                     } from '../modules/local/bin_summary'
+include { QUAST                           } from '../modules/local/quast/run/main'
+include { QUAST_BINS                      } from '../modules/local/quast/bins/main'
+include { QUAST_BINS_SUMMARY              } from '../modules/local/quast/bins_summary/main'
+include { BIN_SUMMARY                     } from '../modules/local/bin_summary/main'
 
 workflow MAG {
     take:

From 25fcaa8042e29ceac98921b91088dcf441c9c524 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Sat, 16 Aug 2025 03:18:26 -0300
Subject: [PATCH 050/288] Remove local nanolyse module

---
 modules/local/nanolyse/main.nf | 30 ------------------------------
 1 file changed, 30 deletions(-)
 delete mode 100644 modules/local/nanolyse/main.nf

diff --git a/modules/local/nanolyse/main.nf b/modules/local/nanolyse/main.nf
deleted file mode 100644
index 9e800ef0f..000000000
--- a/modules/local/nanolyse/main.nf
+++ /dev/null
@@ -1,30 +0,0 @@
-process NANOLYSE {
-    tag "$meta.id"
-
-    conda "bioconda::nanolyse=1.1.0"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/nanolyse:1.1.0--py36_1' :
-        'biocontainers/nanolyse:1.1.0--py36_1' }"
-
-    input:
-    tuple val(meta), path(reads)
-    path nanolyse_db
-
-    output:
-    tuple val(meta), path("${meta.id}_nanolyse.fastq.gz"), emit: reads
-    path  "${meta.id}_nanolyse.log"                      , emit: log
-    path "versions.yml"                                  , emit: versions
-
-    script:
-    """
-    zcat ${reads} | NanoLyse --reference $nanolyse_db | gzip > ${meta.id}_nanolyse.fastq.gz
-    echo "NanoLyse reference: $params.lambda_reference" >${meta.id}_nanolyse.log
-    zcat ${reads} | echo "total reads before NanoLyse: \$((`wc -l`/4))" >>${meta.id}_nanolyse.log
-    gunzip -c ${meta.id}_nanolyse.fastq.gz | echo "total reads after NanoLyse: \$((`wc -l`/4))" >> ${meta.id}_nanolyse.log
-
-    cat <<-END_VERSIONS > versions.yml
-    "${task.process}":
-        NanoLyse: \$(NanoLyse --version | sed -e "s/NanoLyse //g")
-    END_VERSIONS
-    """
-}

From e18e0b87782a325c734e8d11de9bc3f4456d8dbb Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Sat, 16 Aug 2025 03:42:04 -0300
Subject: [PATCH 051/288] Improve structure of local subworkflows

---
 .../{ancient_dna.nf => ancient_dna/main.nf}   | 14 +++++-----
 .../hybrid/main.nf}                           |  2 +-
 .../longread/main.nf}                         |  4 +--
 .../local/{assembly.nf => assembly/main.nf}   | 16 +++++------
 .../shortread/main.nf}                        |  4 +--
 .../local/{bin_qc.nf => bin_qc/main.nf}       | 25 ++++++++---------
 .../local/{binning.nf => binning/main.nf}     | 26 ++++++++---------
 .../preparation/longread/main.nf}             |  4 +--
 .../preparation/main.nf}                      |  4 +--
 .../preparation/shortread/main.nf}            |  4 +--
 .../refinement/main.nf}                       | 12 ++++----
 .../local/{catpack.nf => catpack/main.nf}     | 18 ++++++------
 .../local/{depths.nf => depths/main.nf}       |  6 ++--
 .../main.nf}                                  |  2 +-
 .../local/{gtdbtk.nf => gtdbtk/main.nf}       |  6 ++--
 .../longread/main.nf}                         | 10 +++----
 .../longread/main.nf}                         | 20 ++++++-------
 .../shortread/main.nf}                        | 28 +++++++++----------
 .../local/{tiara.nf => tiara/main.nf}         |  8 +++---
 .../main.nf}                                  |  6 ++--
 workflows/mag.nf                              | 26 ++++++++---------
 21 files changed, 121 insertions(+), 124 deletions(-)
 rename subworkflows/local/{ancient_dna.nf => ancient_dna/main.nf} (84%)
 rename subworkflows/local/{hybrid_assembly.nf => assembly/hybrid/main.nf} (94%)
 rename subworkflows/local/{longread_assembly.nf => assembly/longread/main.nf} (93%)
 rename subworkflows/local/{assembly.nf => assembly/main.nf} (92%)
 rename subworkflows/local/{shortread_assembly.nf => assembly/shortread/main.nf} (88%)
 rename subworkflows/local/{bin_qc.nf => bin_qc/main.nf} (85%)
 rename subworkflows/local/{binning.nf => binning/main.nf} (88%)
 rename subworkflows/local/{longread_binning_preparation.nf => binning/preparation/longread/main.nf} (95%)
 rename subworkflows/local/{binning_preparation.nf => binning/preparation/main.nf} (86%)
 rename subworkflows/local/{shortread_binning_preparation.nf => binning/preparation/shortread/main.nf} (92%)
 rename subworkflows/local/{binning_refinement.nf => binning/refinement/main.nf} (92%)
 rename subworkflows/local/{catpack.nf => catpack/main.nf} (92%)
 rename subworkflows/local/{depths.nf => depths/main.nf} (91%)
 rename subworkflows/local/{domain_classification.nf => domain_classification/main.nf} (92%)
 rename subworkflows/local/{gtdbtk.nf => gtdbtk/main.nf} (91%)
 rename subworkflows/local/{longread_hostremoval.nf => hostremoval/longread/main.nf} (89%)
 rename subworkflows/local/{longread_preprocessing.nf => preprocessing/longread/main.nf} (86%)
 rename subworkflows/local/{shortread_preprocessing.nf => preprocessing/shortread/main.nf} (92%)
 rename subworkflows/local/{tiara.nf => tiara/main.nf} (94%)
 rename subworkflows/local/{virus_identification.nf => virus_identification/main.nf} (80%)

diff --git a/subworkflows/local/ancient_dna.nf b/subworkflows/local/ancient_dna/main.nf
similarity index 84%
rename from subworkflows/local/ancient_dna.nf
rename to subworkflows/local/ancient_dna/main.nf
index a1fa276c3..ed045ce7a 100644
--- a/subworkflows/local/ancient_dna.nf
+++ b/subworkflows/local/ancient_dna/main.nf
@@ -1,10 +1,10 @@
-include { BCFTOOLS_CONSENSUS }                                                           from '../../modules/nf-core/bcftools/consensus/main'
-include { BCFTOOLS_INDEX as BCFTOOLS_INDEX_PRE ; BCFTOOLS_INDEX as BCFTOOLS_INDEX_POST } from '../../modules/nf-core/bcftools/index/main'
-include { BCFTOOLS_VIEW }                                                                from '../../modules/nf-core/bcftools/view/main'
-include { FREEBAYES }                                                                    from '../../modules/nf-core/freebayes/main'
-include { PYDAMAGE_ANALYZE }                                                             from '../../modules/nf-core/pydamage/analyze/main'
-include { PYDAMAGE_FILTER }                                                              from '../../modules/nf-core/pydamage/filter/main'
-include { SAMTOOLS_FAIDX as FAIDX}                                                       from '../../modules/nf-core/samtools/faidx/main'
+include { BCFTOOLS_CONSENSUS }                                                           from '../../../modules/nf-core/bcftools/consensus/main'
+include { BCFTOOLS_INDEX as BCFTOOLS_INDEX_PRE ; BCFTOOLS_INDEX as BCFTOOLS_INDEX_POST } from '../../../modules/nf-core/bcftools/index/main'
+include { BCFTOOLS_VIEW }                                                                from '../../../modules/nf-core/bcftools/view/main'
+include { FREEBAYES }                                                                    from '../../../modules/nf-core/freebayes/main'
+include { PYDAMAGE_ANALYZE }                                                             from '../../../modules/nf-core/pydamage/analyze/main'
+include { PYDAMAGE_FILTER }                                                              from '../../../modules/nf-core/pydamage/filter/main'
+include { SAMTOOLS_FAIDX as FAIDX}                                                       from '../../../modules/nf-core/samtools/faidx/main'
 
 workflow ANCIENT_DNA_ASSEMBLY_VALIDATION {
     take:
diff --git a/subworkflows/local/hybrid_assembly.nf b/subworkflows/local/assembly/hybrid/main.nf
similarity index 94%
rename from subworkflows/local/hybrid_assembly.nf
rename to subworkflows/local/assembly/hybrid/main.nf
index c7c8db3f5..e785f54e3 100644
--- a/subworkflows/local/hybrid_assembly.nf
+++ b/subworkflows/local/assembly/hybrid/main.nf
@@ -1,5 +1,5 @@
 // MODULES
-include { SPADES as METASPADESHYBRID } from '../../modules/nf-core/spades/main'
+include { SPADES as METASPADESHYBRID } from '../../../../modules/nf-core/spades/main'
 
 workflow HYBRID_ASSEMBLY {
 
diff --git a/subworkflows/local/longread_assembly.nf b/subworkflows/local/assembly/longread/main.nf
similarity index 93%
rename from subworkflows/local/longread_assembly.nf
rename to subworkflows/local/assembly/longread/main.nf
index 103b412fc..395885f42 100644
--- a/subworkflows/local/longread_assembly.nf
+++ b/subworkflows/local/assembly/longread/main.nf
@@ -2,8 +2,8 @@
 * LONGREAD_ASSEMBLY: Assembly of long reads
 */
 
-include { FLYE         } from '../../modules/nf-core/flye/main'
-include { METAMDBG_ASM } from '../../modules/nf-core/metamdbg/asm/main'
+include { FLYE         } from '../../../../modules/nf-core/flye/main'
+include { METAMDBG_ASM } from '../../../../modules/nf-core/metamdbg/asm/main'
 
 workflow LONGREAD_ASSEMBLY {
     take:
diff --git a/subworkflows/local/assembly.nf b/subworkflows/local/assembly/main.nf
similarity index 92%
rename from subworkflows/local/assembly.nf
rename to subworkflows/local/assembly/main.nf
index 7360b7d5e..26bc1b3e6 100644
--- a/subworkflows/local/assembly.nf
+++ b/subworkflows/local/assembly/main.nf
@@ -1,14 +1,14 @@
 // SUBWORKFLOWS
-include { SHORTREAD_ASSEMBLY                    } from './shortread_assembly'
-include { LONGREAD_ASSEMBLY                     } from './longread_assembly'
-include { HYBRID_ASSEMBLY                       } from './hybrid_assembly'
+include { SHORTREAD_ASSEMBLY                    } from './shortread/main'
+include { LONGREAD_ASSEMBLY                     } from './longread/main'
+include { HYBRID_ASSEMBLY                       } from './hybrid/main'
 
 // MODULES
-include { CAT_FASTQ as POOL_SHORT_SINGLE_READS  } from '../../modules/nf-core/cat/fastq'
-include { CAT_FASTQ as POOL_PAIRED_READS        } from '../../modules/nf-core/cat/fastq'
-include { CAT_FASTQ as POOL_LONG_READS          } from '../../modules/nf-core/cat/fastq'
-include { GUNZIP as GUNZIP_SHORTREAD_ASSEMBLIES } from '../../modules/nf-core/gunzip'
-include { GUNZIP as GUNZIP_LONGREAD_ASSEMBLIES  } from '../../modules/nf-core/gunzip'
+include { CAT_FASTQ as POOL_SHORT_SINGLE_READS  } from '../../../modules/nf-core/cat/fastq'
+include { CAT_FASTQ as POOL_PAIRED_READS        } from '../../../modules/nf-core/cat/fastq'
+include { CAT_FASTQ as POOL_LONG_READS          } from '../../../modules/nf-core/cat/fastq'
+include { GUNZIP as GUNZIP_SHORTREAD_ASSEMBLIES } from '../../../modules/nf-core/gunzip'
+include { GUNZIP as GUNZIP_LONGREAD_ASSEMBLIES  } from '../../../modules/nf-core/gunzip'
 
 workflow ASSEMBLY {
     take:
diff --git a/subworkflows/local/shortread_assembly.nf b/subworkflows/local/assembly/shortread/main.nf
similarity index 88%
rename from subworkflows/local/shortread_assembly.nf
rename to subworkflows/local/assembly/shortread/main.nf
index 3b5e314bd..851c64c51 100644
--- a/subworkflows/local/shortread_assembly.nf
+++ b/subworkflows/local/assembly/shortread/main.nf
@@ -1,6 +1,6 @@
 //MODULES
-include { MEGAHIT              } from '../../modules/nf-core/megahit/main'
-include { SPADES as METASPADES } from '../../modules/nf-core/spades/main'
+include { MEGAHIT              } from '../../../../modules/nf-core/megahit/main'
+include { SPADES as METASPADES } from '../../../../modules/nf-core/spades/main'
 
 workflow SHORTREAD_ASSEMBLY {
     take:
diff --git a/subworkflows/local/bin_qc.nf b/subworkflows/local/bin_qc/main.nf
similarity index 85%
rename from subworkflows/local/bin_qc.nf
rename to subworkflows/local/bin_qc/main.nf
index 4ba2c1568..daa059619 100644
--- a/subworkflows/local/bin_qc.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -2,20 +2,17 @@
  * BUSCO/CheckM/CheckM2/GUNC: Quantitative measures for the assessment of genome assembly
  */
 
-include { BUSCO_BUSCO                      } from '../../modules/nf-core/busco/busco/main'
-include { CHECKM2_DATABASEDOWNLOAD         } from '../../modules/nf-core/checkm2/databasedownload/main'
-include { CHECKM_QA                        } from '../../modules/nf-core/checkm/qa/main'
-include { CHECKM_LINEAGEWF                 } from '../../modules/nf-core/checkm/lineagewf/main'
-include { CHECKM2_PREDICT                  } from '../../modules/nf-core/checkm2/predict/main'
-include { CSVTK_CONCAT as CONCAT_BINQC_TSV } from '../../modules/nf-core/csvtk/concat/main'
-include { CSVTK_CONCAT as CONCAT_BUSCO_TSV } from '../../modules/nf-core/csvtk/concat/main'
-include { CSVTK_CONCAT as CONCAT_CHECKM_TSV } from '../../modules/nf-core/csvtk/concat/main'
-include { CSVTK_CONCAT as CONCAT_CHECKM2_TSV } from '../../modules/nf-core/csvtk/concat/main'
-include { GUNC_DOWNLOADDB                  } from '../../modules/nf-core/gunc/downloaddb/main'
-include { GUNC_RUN                         } from '../../modules/nf-core/gunc/run/main'
-include { GUNC_MERGECHECKM                 } from '../../modules/nf-core/gunc/mergecheckm/main'
-include { UNTAR as BUSCO_UNTAR             } from '../../modules/nf-core/untar/main'
-include { UNTAR as CHECKM_UNTAR            } from '../../modules/nf-core/untar/main'
+include { BUSCO_BUSCO                      } from '../../../modules/nf-core/busco/busco/main'
+include { CHECKM2_DATABASEDOWNLOAD         } from '../../../modules/nf-core/checkm2/databasedownload/main'
+include { CHECKM_QA                        } from '../../../modules/nf-core/checkm/qa/main'
+include { CHECKM_LINEAGEWF                 } from '../../../modules/nf-core/checkm/lineagewf/main'
+include { CHECKM2_PREDICT                  } from '../../../modules/nf-core/checkm2/predict/main'
+include { CSVTK_CONCAT as CONCAT_BINQC_TSV } from '../../../modules/nf-core/csvtk/concat/main'
+include { GUNC_DOWNLOADDB                  } from '../../../modules/nf-core/gunc/downloaddb/main'
+include { GUNC_RUN                         } from '../../../modules/nf-core/gunc/run/main'
+include { GUNC_MERGECHECKM                 } from '../../../modules/nf-core/gunc/mergecheckm/main'
+include { UNTAR as BUSCO_UNTAR             } from '../../../modules/nf-core/untar/main'
+include { UNTAR as CHECKM_UNTAR            } from '../../../modules/nf-core/untar/main'
 
 
 workflow BIN_QC {
diff --git a/subworkflows/local/binning.nf b/subworkflows/local/binning/main.nf
similarity index 88%
rename from subworkflows/local/binning.nf
rename to subworkflows/local/binning/main.nf
index 24848169f..30d6bae8e 100644
--- a/subworkflows/local/binning.nf
+++ b/subworkflows/local/binning/main.nf
@@ -1,19 +1,19 @@
 /*
  * Binning with MetaBAT2 and MaxBin2
  */
-include { FASTA_BINNING_CONCOCT                                                                  } from '../../subworkflows/nf-core/fasta_binning_concoct/main'
-
-include { METABAT2_METABAT2                                                                      } from '../../modules/nf-core/metabat2/metabat2/main'
-include { METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS as METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD } from '../../modules/nf-core/metabat2/jgisummarizebamcontigdepths/main'
-include { METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS as METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD  } from '../../modules/nf-core/metabat2/jgisummarizebamcontigdepths/main'
-include { MAXBIN2                                                                                } from '../../modules/nf-core/maxbin2/main'
-include { GUNZIP as GUNZIP_BINS                                                                  } from '../../modules/nf-core/gunzip/main'
-include { GUNZIP as GUNZIP_UNBINS                                                                } from '../../modules/nf-core/gunzip/main'
-include { SEQKIT_STATS                                                                           } from '../../modules/nf-core/seqkit/stats/main'
-
-include { CONVERT_DEPTHS                                                                         } from '../../modules/local/mag_depths/convert/main'
-include { ADJUST_MAXBIN2_EXT                                                                     } from '../../modules/local/adjust_maxbin2_ext/main'
-include { SPLIT_FASTA                                                                            } from '../../modules/local/split_fasta/main'
+include { FASTA_BINNING_CONCOCT                                                                  } from '../../../subworkflows/nf-core/fasta_binning_concoct/main'
+
+include { METABAT2_METABAT2                                                                      } from '../../../modules/nf-core/metabat2/metabat2/main'
+include { METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS as METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD } from '../../../modules/nf-core/metabat2/jgisummarizebamcontigdepths/main'
+include { METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS as METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD  } from '../../../modules/nf-core/metabat2/jgisummarizebamcontigdepths/main'
+include { MAXBIN2                                                                                } from '../../../modules/nf-core/maxbin2/main'
+include { GUNZIP as GUNZIP_BINS                                                                  } from '../../../modules/nf-core/gunzip/main'
+include { GUNZIP as GUNZIP_UNBINS                                                                } from '../../../modules/nf-core/gunzip/main'
+include { SEQKIT_STATS                                                                           } from '../../../modules/nf-core/seqkit/stats/main'
+
+include { CONVERT_DEPTHS                                                                         } from '../../../modules/local/mag_depths/convert/main'
+include { ADJUST_MAXBIN2_EXT                                                                     } from '../../../modules/local/adjust_maxbin2_ext/main'
+include { SPLIT_FASTA                                                                            } from '../../../modules/local/split_fasta/main'
 
 workflow BINNING {
     take:
diff --git a/subworkflows/local/longread_binning_preparation.nf b/subworkflows/local/binning/preparation/longread/main.nf
similarity index 95%
rename from subworkflows/local/longread_binning_preparation.nf
rename to subworkflows/local/binning/preparation/longread/main.nf
index d9d4c2c24..8fa43891d 100644
--- a/subworkflows/local/longread_binning_preparation.nf
+++ b/subworkflows/local/binning/preparation/longread/main.nf
@@ -1,5 +1,5 @@
-include { MINIMAP2_INDEX as MINIMAP2_ASSEMBLY_INDEX } from '../../modules/nf-core/minimap2/index/main'
-include { MINIMAP2_ALIGN as MINIMAP2_ASSEMBLY_ALIGN } from '../../modules/nf-core/minimap2/align/main'
+include { MINIMAP2_INDEX as MINIMAP2_ASSEMBLY_INDEX } from '../../../../../modules/nf-core/minimap2/index/main'
+include { MINIMAP2_ALIGN as MINIMAP2_ASSEMBLY_ALIGN } from '../../../../../modules/nf-core/minimap2/align/main'
 
 workflow LONGREAD_BINNING_PREPARATION {
     take:
diff --git a/subworkflows/local/binning_preparation.nf b/subworkflows/local/binning/preparation/main.nf
similarity index 86%
rename from subworkflows/local/binning_preparation.nf
rename to subworkflows/local/binning/preparation/main.nf
index b048a354a..f56b054d6 100644
--- a/subworkflows/local/binning_preparation.nf
+++ b/subworkflows/local/binning/preparation/main.nf
@@ -1,5 +1,5 @@
-include { SHORTREAD_BINNING_PREPARATION } from './shortread_binning_preparation'
-include { LONGREAD_BINNING_PREPARATION  } from './longread_binning_preparation'
+include { SHORTREAD_BINNING_PREPARATION } from './shortread/main'
+include { LONGREAD_BINNING_PREPARATION  } from './longread/main'
 
 workflow BINNING_PREPARATION {
     take:
diff --git a/subworkflows/local/shortread_binning_preparation.nf b/subworkflows/local/binning/preparation/shortread/main.nf
similarity index 92%
rename from subworkflows/local/shortread_binning_preparation.nf
rename to subworkflows/local/binning/preparation/shortread/main.nf
index 816e1399b..85af86944 100644
--- a/subworkflows/local/shortread_binning_preparation.nf
+++ b/subworkflows/local/binning/preparation/shortread/main.nf
@@ -2,8 +2,8 @@
  * Binning preparation with Bowtie2
  */
 
-include { BOWTIE2_ASSEMBLY_BUILD } from '../../modules/local/bowtie2/assembly_build/main'
-include { BOWTIE2_ASSEMBLY_ALIGN } from '../../modules/local/bowtie2/assembly_align/main'
+include { BOWTIE2_ASSEMBLY_BUILD } from '../../../../../modules/local/bowtie2/assembly_build/main'
+include { BOWTIE2_ASSEMBLY_ALIGN } from '../../../../../modules/local/bowtie2/assembly_align/main'
 
 workflow SHORTREAD_BINNING_PREPARATION {
     take:
diff --git a/subworkflows/local/binning_refinement.nf b/subworkflows/local/binning/refinement/main.nf
similarity index 92%
rename from subworkflows/local/binning_refinement.nf
rename to subworkflows/local/binning/refinement/main.nf
index e5c727ba0..1b98af80c 100644
--- a/subworkflows/local/binning_refinement.nf
+++ b/subworkflows/local/binning/refinement/main.nf
@@ -2,13 +2,13 @@
  * Binning with MetaBAT2 and MaxBin2
  */
 
-include { DASTOOL_FASTATOCONTIG2BIN as DASTOOL_FASTATOCONTIG2BIN_METABAT2 } from '../../modules/nf-core/dastool/fastatocontig2bin/main.nf'
-include { DASTOOL_FASTATOCONTIG2BIN as DASTOOL_FASTATOCONTIG2BIN_MAXBIN2  } from '../../modules/nf-core/dastool/fastatocontig2bin/main.nf'
-include { DASTOOL_FASTATOCONTIG2BIN as DASTOOL_FASTATOCONTIG2BIN_CONCOCT  } from '../../modules/nf-core/dastool/fastatocontig2bin/main.nf'
-include { DASTOOL_DASTOOL                                                 } from '../../modules/nf-core/dastool/dastool/main.nf'
+include { DASTOOL_FASTATOCONTIG2BIN as DASTOOL_FASTATOCONTIG2BIN_METABAT2 } from '../../../../modules/nf-core/dastool/fastatocontig2bin/main.nf'
+include { DASTOOL_FASTATOCONTIG2BIN as DASTOOL_FASTATOCONTIG2BIN_MAXBIN2  } from '../../../../modules/nf-core/dastool/fastatocontig2bin/main.nf'
+include { DASTOOL_FASTATOCONTIG2BIN as DASTOOL_FASTATOCONTIG2BIN_CONCOCT  } from '../../../../modules/nf-core/dastool/fastatocontig2bin/main.nf'
+include { DASTOOL_DASTOOL                                                 } from '../../../../modules/nf-core/dastool/dastool/main.nf'
 
-include { RENAME_PREDASTOOL                                               } from '../../modules/local/dastool/rename_pre/main'
-include { RENAME_POSTDASTOOL                                              } from '../../modules/local/dastool/rename_post/main'
+include { RENAME_PREDASTOOL                                               } from '../../../../modules/local/dastool/rename_pre/main'
+include { RENAME_POSTDASTOOL                                              } from '../../../../modules/local/dastool/rename_post/main'
 
 /*
  * Get number of columns in file (first line)
diff --git a/subworkflows/local/catpack.nf b/subworkflows/local/catpack/main.nf
similarity index 92%
rename from subworkflows/local/catpack.nf
rename to subworkflows/local/catpack/main.nf
index 3981358cd..6626da778 100644
--- a/subworkflows/local/catpack.nf
+++ b/subworkflows/local/catpack/main.nf
@@ -1,15 +1,15 @@
 /*
  * CAT/BAT/RAT: tools for taxonomic classification of contigs and metagenome-assembled genomes (MAGs) and for taxonomic profiling of metagenomes
  */
-include { CATPACK_ADDNAMES as CATPACK_ADDNAMES_BINS     } from '../../modules/nf-core/catpack/addnames/main'
-include { CATPACK_ADDNAMES as CATPACK_ADDNAMES_UNBINS   } from '../../modules/nf-core/catpack/addnames/main'
-include { CATPACK_BINS                                  } from '../../modules/nf-core/catpack/bins/main'
-include { CATPACK_CONTIGS as CATPACK_UNBINS             } from '../../modules/nf-core/catpack/contigs/main'
-include { CATPACK_DOWNLOAD                              } from '../../modules/nf-core/catpack/download/main'
-include { CATPACK_PREPARE                               } from '../../modules/nf-core/catpack/prepare/main'
-include { CATPACK_SUMMARISE as CATPACK_SUMMARISE_BINS   } from '../../modules/nf-core/catpack/summarise/main'
-include { CATPACK_SUMMARISE as CATPACK_SUMMARISE_UNBINS } from '../../modules/nf-core/catpack/summarise/main'
-include { UNTAR as CAT_DB_UNTAR                         } from '../../modules/nf-core/untar/main'
+include { CATPACK_ADDNAMES as CATPACK_ADDNAMES_BINS     } from '../../../modules/nf-core/catpack/addnames/main'
+include { CATPACK_ADDNAMES as CATPACK_ADDNAMES_UNBINS   } from '../../../modules/nf-core/catpack/addnames/main'
+include { CATPACK_BINS                                  } from '../../../modules/nf-core/catpack/bins/main'
+include { CATPACK_CONTIGS as CATPACK_UNBINS             } from '../../../modules/nf-core/catpack/contigs/main'
+include { CATPACK_DOWNLOAD                              } from '../../../modules/nf-core/catpack/download/main'
+include { CATPACK_PREPARE                               } from '../../../modules/nf-core/catpack/prepare/main'
+include { CATPACK_SUMMARISE as CATPACK_SUMMARISE_BINS   } from '../../../modules/nf-core/catpack/summarise/main'
+include { CATPACK_SUMMARISE as CATPACK_SUMMARISE_UNBINS } from '../../../modules/nf-core/catpack/summarise/main'
+include { UNTAR as CAT_DB_UNTAR                         } from '../../../modules/nf-core/untar/main'
 
 
 workflow CATPACK {
diff --git a/subworkflows/local/depths.nf b/subworkflows/local/depths/main.nf
similarity index 91%
rename from subworkflows/local/depths.nf
rename to subworkflows/local/depths/main.nf
index 09369f3ea..c947b144f 100644
--- a/subworkflows/local/depths.nf
+++ b/subworkflows/local/depths/main.nf
@@ -1,6 +1,6 @@
-include { MAG_DEPTHS         } from '../../modules/local/mag_depths/get/main'
-include { MAG_DEPTHS_PLOT    } from '../../modules/local/mag_depths/plot/main'
-include { MAG_DEPTHS_SUMMARY } from '../../modules/local/mag_depths/summary/main'
+include { MAG_DEPTHS         } from '../../../modules/local/mag_depths/get/main'
+include { MAG_DEPTHS_PLOT    } from '../../../modules/local/mag_depths/plot/main'
+include { MAG_DEPTHS_SUMMARY } from '../../../modules/local/mag_depths/summary/main'
 
 /*
  * Get number of columns in file (first line)
diff --git a/subworkflows/local/domain_classification.nf b/subworkflows/local/domain_classification/main.nf
similarity index 92%
rename from subworkflows/local/domain_classification.nf
rename to subworkflows/local/domain_classification/main.nf
index a59cebf98..81b9a2fd1 100644
--- a/subworkflows/local/domain_classification.nf
+++ b/subworkflows/local/domain_classification/main.nf
@@ -2,7 +2,7 @@
 * Domain classification with Tiara
 */
 
-include { TIARA } from '../../subworkflows/local/tiara'
+include { TIARA } from '../../../subworkflows/local/tiara'
 
 workflow DOMAIN_CLASSIFICATION {
     take:
diff --git a/subworkflows/local/gtdbtk.nf b/subworkflows/local/gtdbtk/main.nf
similarity index 91%
rename from subworkflows/local/gtdbtk.nf
rename to subworkflows/local/gtdbtk/main.nf
index 66ea3b1a5..99cf90c8c 100644
--- a/subworkflows/local/gtdbtk.nf
+++ b/subworkflows/local/gtdbtk/main.nf
@@ -2,10 +2,10 @@
  * GTDB-Tk bin classification, using BUSCO QC to filter bins
  */
 
-include { GTDBTK_CLASSIFYWF     } from '../../modules/nf-core/gtdbtk/classifywf/main'
+include { GTDBTK_CLASSIFYWF     } from '../../../modules/nf-core/gtdbtk/classifywf/main'
 
-include { GTDBTK_DB_PREPARATION } from '../../modules/local/gtdbtk/db_preparation/main'
-include { GTDBTK_SUMMARY        } from '../../modules/local/gtdbtk/summary/main'
+include { GTDBTK_DB_PREPARATION } from '../../../modules/local/gtdbtk/db_preparation/main'
+include { GTDBTK_SUMMARY        } from '../../../modules/local/gtdbtk/summary/main'
 
 workflow GTDBTK {
     take:
diff --git a/subworkflows/local/longread_hostremoval.nf b/subworkflows/local/hostremoval/longread/main.nf
similarity index 89%
rename from subworkflows/local/longread_hostremoval.nf
rename to subworkflows/local/hostremoval/longread/main.nf
index 8ecfa6286..27220badb 100644
--- a/subworkflows/local/longread_hostremoval.nf
+++ b/subworkflows/local/hostremoval/longread/main.nf
@@ -2,12 +2,12 @@
 // Remove host reads via alignment and export off-target reads
 //
 
-include { MINIMAP2_INDEX as MINIMAP2_HOST_INDEX              } from '../../modules/nf-core/minimap2/index/main'
-include { MINIMAP2_ALIGN as MINIMAP2_HOST_ALIGN              } from '../../modules/nf-core/minimap2/align/main'
-include { SAMTOOLS_INDEX as SAMTOOLS_HOSTREMOVED_INDEX       } from '../../modules/nf-core/samtools/index/main'
-include { SAMTOOLS_STATS as SAMTOOLS_HOSTREMOVED_STATS       } from '../../modules/nf-core/samtools/stats/main'
+include { MINIMAP2_INDEX as MINIMAP2_HOST_INDEX              } from '../../../../modules/nf-core/minimap2/index/main'
+include { MINIMAP2_ALIGN as MINIMAP2_HOST_ALIGN              } from '../../../../modules/nf-core/minimap2/align/main'
+include { SAMTOOLS_INDEX as SAMTOOLS_HOSTREMOVED_INDEX       } from '../../../../modules/nf-core/samtools/index/main'
+include { SAMTOOLS_STATS as SAMTOOLS_HOSTREMOVED_STATS       } from '../../../../modules/nf-core/samtools/stats/main'
 
-include { SAMTOOLS_UNMAPPED as SAMTOOLS_HOSTREMOVED_UNMAPPED } from '../../modules/local/samtools/unmapped/main'
+include { SAMTOOLS_UNMAPPED as SAMTOOLS_HOSTREMOVED_UNMAPPED } from '../../../../modules/local/samtools/unmapped/main'
 
 
 workflow LONGREAD_HOSTREMOVAL {
diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/preprocessing/longread/main.nf
similarity index 86%
rename from subworkflows/local/longread_preprocessing.nf
rename to subworkflows/local/preprocessing/longread/main.nf
index 7c5cc9599..633ad87bd 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/preprocessing/longread/main.nf
@@ -2,18 +2,18 @@
  * LONGREAD_PREPROCESSING: Preprocessing and QC for long reads
  */
 
-include { NANOPLOT as NANOPLOT_RAW         } from '../../modules/nf-core/nanoplot/main'
-include { NANOPLOT as NANOPLOT_FILTERED    } from '../../modules/nf-core/nanoplot/main'
-include { NANOLYSE                         } from '../../modules/nf-core/nanolyse/main'
-include { PORECHOP_PORECHOP                } from '../../modules/nf-core/porechop/porechop/main'
-include { PORECHOP_ABI                     } from '../../modules/nf-core/porechop/abi/main'
-include { FILTLONG                         } from '../../modules/nf-core/filtlong'
-include { CHOPPER                          } from '../../modules/nf-core/chopper'
-include { NANOQ                            } from '../../modules/nf-core/nanoq'
-include { CAT_FASTQ as CAT_FASTQ_LONGREADS } from '../../modules/nf-core/cat/fastq/main'
+include { NANOPLOT as NANOPLOT_RAW         } from '../../../../modules/nf-core/nanoplot/main'
+include { NANOPLOT as NANOPLOT_FILTERED    } from '../../../../modules/nf-core/nanoplot/main'
+include { NANOLYSE                         } from '../../../../modules/nf-core/nanolyse/main'
+include { PORECHOP_PORECHOP                } from '../../../../modules/nf-core/porechop/porechop/main'
+include { PORECHOP_ABI                     } from '../../../../modules/nf-core/porechop/abi/main'
+include { FILTLONG                         } from '../../../../modules/nf-core/filtlong'
+include { CHOPPER                          } from '../../../../modules/nf-core/chopper'
+include { NANOQ                            } from '../../../../modules/nf-core/nanoq'
+include { CAT_FASTQ as CAT_FASTQ_LONGREADS } from '../../../../modules/nf-core/cat/fastq/main'
 
 // include other subworkflows here
-include { LONGREAD_HOSTREMOVAL             } from './longread_hostremoval'
+include { LONGREAD_HOSTREMOVAL             } from '../../hostremoval/longread/main'
 
 workflow LONGREAD_PREPROCESSING {
     take:
diff --git a/subworkflows/local/shortread_preprocessing.nf b/subworkflows/local/preprocessing/shortread/main.nf
similarity index 92%
rename from subworkflows/local/shortread_preprocessing.nf
rename to subworkflows/local/preprocessing/shortread/main.nf
index 286666f37..21dc369e6 100644
--- a/subworkflows/local/shortread_preprocessing.nf
+++ b/subworkflows/local/preprocessing/shortread/main.nf
@@ -2,20 +2,20 @@
  * SHORTREAD_PREPROCESSING: Preprocessing and QC for short reads
  */
 
-include { FASTQC as FASTQC_RAW                                } from '../../modules/nf-core/fastqc/main'
-include { FASTQC as FASTQC_TRIMMED                            } from '../../modules/nf-core/fastqc/main'
-include { FASTP                                               } from '../../modules/nf-core/fastp/main'
-include { TRIMMOMATIC                                         } from '../../modules/nf-core/trimmomatic/main'
-include { ADAPTERREMOVAL as ADAPTERREMOVAL_PE                 } from '../../modules/nf-core/adapterremoval/main'
-include { ADAPTERREMOVAL as ADAPTERREMOVAL_SE                 } from '../../modules/nf-core/adapterremoval/main'
-include { CAT_FASTQ                                           } from '../../modules/nf-core/cat/fastq/main'
-include { SEQTK_MERGEPE                                       } from '../../modules/nf-core/seqtk/mergepe/main'
-include { BBMAP_BBNORM                                        } from '../../modules/nf-core/bbmap/bbnorm/main'
-
-include { BOWTIE2_REMOVAL_BUILD as BOWTIE2_HOST_REMOVAL_BUILD } from '../../modules/local/bowtie2/removal_build/main'
-include { BOWTIE2_REMOVAL_ALIGN as BOWTIE2_HOST_REMOVAL_ALIGN } from '../../modules/local/bowtie2/removal_align/main'
-include { BOWTIE2_REMOVAL_BUILD as BOWTIE2_PHIX_REMOVAL_BUILD } from '../../modules/local/bowtie2/removal_build/main'
-include { BOWTIE2_REMOVAL_ALIGN as BOWTIE2_PHIX_REMOVAL_ALIGN } from '../../modules/local/bowtie2/removal_align/main'
+include { FASTQC as FASTQC_RAW                                } from '../../../../modules/nf-core/fastqc/main'
+include { FASTQC as FASTQC_TRIMMED                            } from '../../../../modules/nf-core/fastqc/main'
+include { FASTP                                               } from '../../../../modules/nf-core/fastp/main'
+include { TRIMMOMATIC                                         } from '../../../../modules/nf-core/trimmomatic/main'
+include { ADAPTERREMOVAL as ADAPTERREMOVAL_PE                 } from '../../../../modules/nf-core/adapterremoval/main'
+include { ADAPTERREMOVAL as ADAPTERREMOVAL_SE                 } from '../../../../modules/nf-core/adapterremoval/main'
+include { CAT_FASTQ                                           } from '../../../../modules/nf-core/cat/fastq/main'
+include { SEQTK_MERGEPE                                       } from '../../../../modules/nf-core/seqtk/mergepe/main'
+include { BBMAP_BBNORM                                        } from '../../../../modules/nf-core/bbmap/bbnorm/main'
+
+include { BOWTIE2_REMOVAL_BUILD as BOWTIE2_HOST_REMOVAL_BUILD } from '../../../../modules/local/bowtie2/removal_build/main'
+include { BOWTIE2_REMOVAL_ALIGN as BOWTIE2_HOST_REMOVAL_ALIGN } from '../../../../modules/local/bowtie2/removal_align/main'
+include { BOWTIE2_REMOVAL_BUILD as BOWTIE2_PHIX_REMOVAL_BUILD } from '../../../../modules/local/bowtie2/removal_build/main'
+include { BOWTIE2_REMOVAL_ALIGN as BOWTIE2_PHIX_REMOVAL_ALIGN } from '../../../../modules/local/bowtie2/removal_align/main'
 
 workflow SHORTREAD_PREPROCESSING {
     take:
diff --git a/subworkflows/local/tiara.nf b/subworkflows/local/tiara/main.nf
similarity index 94%
rename from subworkflows/local/tiara.nf
rename to subworkflows/local/tiara/main.nf
index 9bc94f0bd..0e6170c02 100644
--- a/subworkflows/local/tiara.nf
+++ b/subworkflows/local/tiara/main.nf
@@ -1,8 +1,8 @@
-include { TIARA_TIARA                                                  } from '../../modules/nf-core/tiara/tiara/main'
-include { DASTOOL_FASTATOCONTIG2BIN as DASTOOL_FASTATOCONTIG2BIN_TIARA } from '../../modules/nf-core/dastool/fastatocontig2bin/main'
-include { CSVTK_CONCAT as TIARA_SUMMARY                                } from '../../modules/nf-core/csvtk/concat/main'
+include { TIARA_TIARA                                                  } from '../../../modules/nf-core/tiara/tiara/main'
+include { DASTOOL_FASTATOCONTIG2BIN as DASTOOL_FASTATOCONTIG2BIN_TIARA } from '../../../modules/nf-core/dastool/fastatocontig2bin/main'
+include { CSVTK_CONCAT as TIARA_SUMMARY                                } from '../../../modules/nf-core/csvtk/concat/main'
 
-include { TIARA_CLASSIFY                                               } from '../../modules/local/tiara/classify/main'
+include { TIARA_CLASSIFY                                               } from '../../../modules/local/tiara/classify/main'
 
 workflow TIARA {
     take:
diff --git a/subworkflows/local/virus_identification.nf b/subworkflows/local/virus_identification/main.nf
similarity index 80%
rename from subworkflows/local/virus_identification.nf
rename to subworkflows/local/virus_identification/main.nf
index ebd892cf5..c0f951ff8 100644
--- a/subworkflows/local/virus_identification.nf
+++ b/subworkflows/local/virus_identification/main.nf
@@ -2,9 +2,9 @@
  * geNomad: Identification of mobile genetic elements
  */
 
-include { GENOMAD_DOWNLOAD       } from '../../modules/nf-core/genomad/download/main'
-include { GENOMAD_ENDTOEND       } from '../../modules/nf-core/genomad/endtoend/main'
-include { UNTAR as GENOMAD_UNTAR } from '../../modules/nf-core/untar/main'
+include { GENOMAD_DOWNLOAD       } from '../../../modules/nf-core/genomad/download/main'
+include { GENOMAD_ENDTOEND       } from '../../../modules/nf-core/genomad/endtoend/main'
+include { UNTAR as GENOMAD_UNTAR } from '../../../modules/nf-core/untar/main'
 
 workflow VIRUS_IDENTIFICATION {
     take:
diff --git a/workflows/mag.nf b/workflows/mag.nf
index 3adef5b55..2cecb95c5 100644
--- a/workflows/mag.nf
+++ b/workflows/mag.nf
@@ -12,19 +12,19 @@ include { methodsDescriptionText          } from '../subworkflows/local/utils_nf
 //
 // SUBWORKFLOW: Consisting of a mix of local and nf-core/modules
 //
-include { BINNING_PREPARATION             } from '../subworkflows/local/binning_preparation'
-include { BINNING                         } from '../subworkflows/local/binning'
-include { BIN_QC                          } from '../subworkflows/local/bin_qc'
-include { BINNING_REFINEMENT              } from '../subworkflows/local/binning_refinement'
-include { VIRUS_IDENTIFICATION            } from '../subworkflows/local/virus_identification'
-include { GTDBTK                          } from '../subworkflows/local/gtdbtk'
-include { ANCIENT_DNA_ASSEMBLY_VALIDATION } from '../subworkflows/local/ancient_dna'
-include { DOMAIN_CLASSIFICATION           } from '../subworkflows/local/domain_classification'
-include { DEPTHS                          } from '../subworkflows/local/depths'
-include { LONGREAD_PREPROCESSING          } from '../subworkflows/local/longread_preprocessing'
-include { SHORTREAD_PREPROCESSING         } from '../subworkflows/local/shortread_preprocessing'
-include { ASSEMBLY                        } from '../subworkflows/local/assembly'
-include { CATPACK                         } from '../subworkflows/local/catpack'
+include { BINNING_PREPARATION             } from '../subworkflows/local/binning/preparation/main'
+include { BINNING                         } from '../subworkflows/local/binning/main'
+include { BIN_QC                          } from '../subworkflows/local/bin_qc/main'
+include { BINNING_REFINEMENT              } from '../subworkflows/local/binning/refinement/main'
+include { VIRUS_IDENTIFICATION            } from '../subworkflows/local/virus_identification/main'
+include { GTDBTK                          } from '../subworkflows/local/gtdbtk/main'
+include { ANCIENT_DNA_ASSEMBLY_VALIDATION } from '../subworkflows/local/ancient_dna/main'
+include { DOMAIN_CLASSIFICATION           } from '../subworkflows/local/domain_classification/main'
+include { DEPTHS                          } from '../subworkflows/local/depths/main'
+include { LONGREAD_PREPROCESSING          } from '../subworkflows/local/preprocessing/longread/main'
+include { SHORTREAD_PREPROCESSING         } from '../subworkflows/local/preprocessing/shortread/main'
+include { ASSEMBLY                        } from '../subworkflows/local/assembly/main'
+include { CATPACK                         } from '../subworkflows/local/catpack/main'
 
 //
 // MODULE: Installed directly from nf-core/modules

From bfff38e0043b7e0c12ebbba241ac2c0b65f2d13e Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Sat, 16 Aug 2025 03:47:19 -0300
Subject: [PATCH 052/288] Formatting

---
 modules/local/samtools/unmapped/main.nf       | 23 +++++++++----------
 subworkflows/local/tiara/main.nf              |  3 +--
 .../local/utils_nfcore_mag_pipeline/main.nf   |  8 +++----
 3 files changed, 15 insertions(+), 19 deletions(-)

diff --git a/modules/local/samtools/unmapped/main.nf b/modules/local/samtools/unmapped/main.nf
index 39dd3e44e..65aedafee 100644
--- a/modules/local/samtools/unmapped/main.nf
+++ b/modules/local/samtools/unmapped/main.nf
@@ -1,18 +1,18 @@
 process SAMTOOLS_UNMAPPED {
-    tag "$meta.id"
+    tag "${meta.id}"
     label 'process_low'
 
     conda "bioconda::samtools=1.21"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/9e/9edc2564215d5cd137a8b25ca8a311600987186d406b092022444adf3c4447f7/data' :
-        'community.wave.seqera.io/library/htslib_samtools:1.21--6cb89bfd40cbaabf' }"
+    container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
+        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/9e/9edc2564215d5cd137a8b25ca8a311600987186d406b092022444adf3c4447f7/data'
+        : 'community.wave.seqera.io/library/htslib_samtools:1.21--6cb89bfd40cbaabf'}"
 
     input:
     tuple val(meta), path(input), path(index)
 
     output:
     tuple val(meta), path("*hostremoved.fastq.gz"), emit: fastq
-    path  "versions.yml",                        emit: versions
+    path "versions.yml"                           , emit: versions
 
     when:
     task.ext.when == null || task.ext.when
@@ -26,16 +26,16 @@ process SAMTOOLS_UNMAPPED {
     """
     samtools \\
         view \\
-        --threads ${task.cpus-1} \\
-        $args \\
-        $input \\
+        --threads ${task.cpus - 1} \\
+        ${args} \\
+        ${input} \\
         | \\
     samtools \\
         fastq \\
-        $args2 \\
-        --threads ${task.cpus-1} \\
+        ${args2} \\
+        --threads ${task.cpus - 1} \\
         -0 ${prefix}.fastq.gz \\
-        $mapped
+        ${mapped}
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
@@ -44,7 +44,6 @@ process SAMTOOLS_UNMAPPED {
     """
 
     stub:
-    def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.id}"
     """
     touch ${prefix}.fastq.gz
diff --git a/subworkflows/local/tiara/main.nf b/subworkflows/local/tiara/main.nf
index 0e6170c02..2069caaa7 100644
--- a/subworkflows/local/tiara/main.nf
+++ b/subworkflows/local/tiara/main.nf
@@ -118,8 +118,7 @@ workflow TIARA {
         .map { _meta, classification ->
             [ classification ]
         }
-        .collect()
-        .map { classifications ->
+        .collect { classifications ->
             [[:], classifications]
         }
 
diff --git a/subworkflows/local/utils_nfcore_mag_pipeline/main.nf b/subworkflows/local/utils_nfcore_mag_pipeline/main.nf
index aa52e6835..3d02460fa 100644
--- a/subworkflows/local/utils_nfcore_mag_pipeline/main.nf
+++ b/subworkflows/local/utils_nfcore_mag_pipeline/main.nf
@@ -97,8 +97,7 @@ workflow PIPELINE_INITIALISATION {
         ch_samplesheet
             .map { meta, _sr1, _sr2, _lr -> meta.sr_platform }
             .unique()
-            .collect()
-            .map {
+            .collect {
                 if (it.size() > 1) {
                     error("[nf-core/mag] ERROR: Multiple short read sequencing platforms found in samplesheet. Use same platform for all samples when running with binning_map_mode 'all'.")
                 }
@@ -106,8 +105,7 @@ workflow PIPELINE_INITIALISATION {
         ch_samplesheet
             .map { meta, _sr1, _sr2, _lr -> meta.lr_platform }
             .unique()
-            .collect()
-            .map {
+            .collect {
                 if (it.size() > 1) {
                     error("[nf-core/mag] ERROR: Multiple long read sequencing platforms found in samplesheet. Use same platform for all samples when running with binning_map_mode 'all'.")
                 }
@@ -138,7 +136,7 @@ workflow PIPELINE_INITIALISATION {
     ch_raw_long_reads
         .map { meta, lr -> [ meta.id, lr ] }
         .join(ch_raw_long_reads.map {meta, sr1 -> [meta.id, sr1] }, by: 0, remainder: true)
-        .map { id, lr, sr1 ->
+        .map { _id, lr, sr1 ->
             if (lr && sr1) {
                 hybrid = true
             }

From f91f6cb3ddb6607324aab8502bb6421b22c6fdcc Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Sat, 16 Aug 2025 03:55:22 -0300
Subject: [PATCH 053/288] Update changelog

---
 CHANGELOG.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 20526b2b9..fa8d0e80d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -25,6 +25,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#827](https://github.com/nf-core/mag/pull/827) - Updated to nf-core 3.3.2`TEMPLATE` (by @dialvarezs)
 - [#841](https://github.com/nf-core/mag/pull/841) - MultiQC config updated to support CheckM, CheckM2, and GTDB-Tk (by @harper357)
 - [#844](https://github.com/nf-core/mag/pull/843) - Change loading mechanism of internal PhiX/Lambda databases to improve Dev UX when schema building (by @jfy133)
+- [#851](https://github.com/nf-core/mag/pull/851) - Improve structure of local modules and subworkflows (by @dialvarezs)
 
 ### `Fixed`
 

From ee65a2ac6437c3d1b63553035fed630a2facabe0 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 19 Aug 2025 08:25:11 -0300
Subject: [PATCH 054/288] Address review comments

---
 subworkflows/local/assembly/main.nf           | 15 ++++-----------
 subworkflows/local/binning/refinement/main.nf |  4 ++--
 subworkflows/local/gtdbtk/main.nf             | 14 +++++++-------
 subworkflows/local/tiara/main.nf              |  8 ++++----
 4 files changed, 17 insertions(+), 24 deletions(-)

diff --git a/subworkflows/local/assembly/main.nf b/subworkflows/local/assembly/main.nf
index 26bc1b3e6..0d3f66f66 100644
--- a/subworkflows/local/assembly/main.nf
+++ b/subworkflows/local/assembly/main.nf
@@ -4,8 +4,7 @@ include { LONGREAD_ASSEMBLY                     } from './longread/main'
 include { HYBRID_ASSEMBLY                       } from './hybrid/main'
 
 // MODULES
-include { CAT_FASTQ as POOL_SHORT_SINGLE_READS  } from '../../../modules/nf-core/cat/fastq'
-include { CAT_FASTQ as POOL_PAIRED_READS        } from '../../../modules/nf-core/cat/fastq'
+include { CAT_FASTQ as POOL_SHORT_READS         } from '../../../modules/nf-core/cat/fastq'
 include { CAT_FASTQ as POOL_LONG_READS          } from '../../../modules/nf-core/cat/fastq'
 include { GUNZIP as GUNZIP_SHORTREAD_ASSEMBLIES } from '../../../modules/nf-core/gunzip'
 include { GUNZIP as GUNZIP_LONGREAD_ASSEMBLIES  } from '../../../modules/nf-core/gunzip'
@@ -75,15 +74,9 @@ workflow ASSEMBLY {
                 ch_short_reads_spades = ch_short_reads_grouped.map { [it[0], it[1]] }
             }
             else {
-                POOL_SHORT_SINGLE_READS(
-                    ch_short_reads_grouped.filter { it[0].single_end }
-                )
-                ch_versions = ch_versions.mix(POOL_SHORT_SINGLE_READS.out.versions.first())
-                POOL_PAIRED_READS(
-                    ch_short_reads_grouped.filter { !it[0].single_end }
-                )
-                ch_versions = ch_versions.mix(POOL_PAIRED_READS.out.versions.first())
-                ch_short_reads_spades = POOL_SHORT_SINGLE_READS.out.reads.mix(POOL_PAIRED_READS.out.reads)
+                POOL_SHORT_READS(ch_short_reads_grouped)
+                ch_versions = ch_versions.mix(POOL_SHORT_READS.out.versions.first())
+                ch_short_reads_spades = POOL_SHORT_READS.out.reads
             }
         }
         else {
diff --git a/subworkflows/local/binning/refinement/main.nf b/subworkflows/local/binning/refinement/main.nf
index 1b98af80c..d60e90306 100644
--- a/subworkflows/local/binning/refinement/main.nf
+++ b/subworkflows/local/binning/refinement/main.nf
@@ -17,14 +17,14 @@ include { RENAME_POSTDASTOOL                                              } from
 workflow BINNING_REFINEMENT {
     take:
     ch_contigs_for_dastool // channel: [ val(meta), path(contigs) ]
-    ch_bins                   // channel: [ val(meta), path(bins) ]
+    ch_in_bins             // channel: [ val(meta), path(bins) ]
 
     main:
     ch_versions = Channel.empty()
 
     // remove domain information, will add it back later
     // everything here is either unclassified or a prokaryote
-    ch_bins = ch_bins
+    ch_bins = ch_in_bins
         .map { meta, bin_list ->
             def meta_new = meta - meta.subMap(['domain','refinement'])
             [meta_new, bin_list]
diff --git a/subworkflows/local/gtdbtk/main.nf b/subworkflows/local/gtdbtk/main.nf
index 99cf90c8c..0ebdd67f0 100644
--- a/subworkflows/local/gtdbtk/main.nf
+++ b/subworkflows/local/gtdbtk/main.nf
@@ -11,8 +11,8 @@ workflow GTDBTK {
     take:
     ch_bins           // channel: [ val(meta), [bins] ]
     ch_bin_qc_summary // channel: path
-    ch_gtdb           // channel: path
-    ch_gtdb_mash      // channel: path
+    val_gtdb          // value: path
+    val_gtdb_mash     // value: path
 
     main:
     // Collect bin quality metrics
@@ -48,12 +48,12 @@ workflow GTDBTK {
             return [it[0], it[1]]
         }
 
-    if (ch_gtdb.extension == 'gz') {
+    if (val_gtdb.extension == 'gz') {
         // Expects to be tar.gz!
-        ch_db_for_gtdbtk = GTDBTK_DB_PREPARATION(ch_gtdb).db
+        ch_db_for_gtdbtk = GTDBTK_DB_PREPARATION(val_gtdb).db
     }
-    else if (ch_gtdb.isDirectory()) {
-        ch_db_for_gtdbtk = [ch_gtdb.simpleName, ch_gtdb]
+    else if (val_gtdb.isDirectory()) {
+        ch_db_for_gtdbtk = [val_gtdb.simpleName, val_gtdb]
     }
     else {
         error("Unsupported object given to --gtdb, database must be supplied as either a directory or a .tar.gz file!")
@@ -70,7 +70,7 @@ workflow GTDBTK {
         ch_filtered_bins.passed.groupTuple(),
         ch_db_for_gtdbtk,
         params.gtdbtk_pplacer_useram ? false : true,
-        ch_gtdb_mash,
+        val_gtdb_mash,
     )
 
     GTDBTK_SUMMARY(
diff --git a/subworkflows/local/tiara/main.nf b/subworkflows/local/tiara/main.nf
index 2069caaa7..c97a648f7 100644
--- a/subworkflows/local/tiara/main.nf
+++ b/subworkflows/local/tiara/main.nf
@@ -7,20 +7,20 @@ include { TIARA_CLASSIFY                                               } from '.
 workflow TIARA {
     take:
     ch_assemblies // tuple val(meta), path(assembly)
-    ch_bins       // tuple val(meta), path( [ bins ] )
-    ch_unbins     // tuple val(meta), path( [ unbins ] )
+    ch_in_bins    // tuple val(meta), path( [ bins ] )
+    ch_in_unbins     // tuple val(meta), path( [ unbins ] )
 
     main:
     ch_versions = Channel.empty()
 
-    ch_bins = ch_bins
+    ch_bins = ch_in_bins
         .map { meta, bin_list ->
             def meta_new = meta + [bin: 'bins']
             meta_new.bin = 'bins'
             [meta_new, bin_list]
         }
 
-    ch_unbins = ch_unbins
+    ch_unbins = ch_in_unbins
         .map { meta, unbin_list ->
             def meta_new = meta + [bin: 'unbins']
             [meta_new, unbin_list]

From a830852eda84bfd3d67e6ea0081fc669f5d8c3a3 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 19 Aug 2025 08:29:30 -0300
Subject: [PATCH 055/288] Update changelog

---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index fa8d0e80d..86048afca 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -25,7 +25,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#827](https://github.com/nf-core/mag/pull/827) - Updated to nf-core 3.3.2`TEMPLATE` (by @dialvarezs)
 - [#841](https://github.com/nf-core/mag/pull/841) - MultiQC config updated to support CheckM, CheckM2, and GTDB-Tk (by @harper357)
 - [#844](https://github.com/nf-core/mag/pull/843) - Change loading mechanism of internal PhiX/Lambda databases to improve Dev UX when schema building (by @jfy133)
-- [#851](https://github.com/nf-core/mag/pull/851) - Improve structure of local modules and subworkflows (by @dialvarezs)
+- [#851](https://github.com/nf-core/mag/pull/851) - Improve structure of local modules and subworkflows, remove `POOL_READ_*` local modules in favor of nf-core cat/fastq (by @dialvarezs)
 
 ### `Fixed`
 

From 52efb5c22a07dec3095b1b1e17ac4c364c0a8132 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 19 Aug 2025 08:26:36 -0300
Subject: [PATCH 056/288] Update modules/local/samtools/unmapped/main.nf

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 modules/local/samtools/unmapped/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/samtools/unmapped/main.nf b/modules/local/samtools/unmapped/main.nf
index 65aedafee..2204eba7b 100644
--- a/modules/local/samtools/unmapped/main.nf
+++ b/modules/local/samtools/unmapped/main.nf
@@ -2,7 +2,7 @@ process SAMTOOLS_UNMAPPED {
     tag "${meta.id}"
     label 'process_low'
 
-    conda "bioconda::samtools=1.21"
+    conda "${moduleDir}/environment.yml"
     container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
         ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/9e/9edc2564215d5cd137a8b25ca8a311600987186d406b092022444adf3c4447f7/data'
         : 'community.wave.seqera.io/library/htslib_samtools:1.21--6cb89bfd40cbaabf'}"

From 9596572e26328f39303b911dbd998a851ab91363 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Wed, 20 Aug 2025 15:22:37 -0300
Subject: [PATCH 057/288] Flatten local modules and subworkflows

---
 .../main.nf                                   |  0
 .../main.nf                                   |  0
 .../main.nf                                   |  0
 .../main.nf                                   |  0
 .../main.nf                                   |  0
 .../rename_pre => dastool_rename_pre}/main.nf |  0
 .../main.nf                                   |  0
 .../summary => gtdbtk_summary}/main.nf        |  0
 modules/local/mag_depths/{get => }/main.nf    |  0
 .../convert => mag_depths_convert}/main.nf    |  0
 .../plot => mag_depths_plot}/main.nf          |  0
 .../summary => mag_depths_summary}/main.nf    |  0
 .../local/{quast/bins => quast_bins}/main.nf  |  0
 .../main.nf                                   |  0
 .../local/{quast/run => quast_run}/main.nf    |  0
 .../environment.yml                           |  0
 .../unmapped => samtools_unmapped}/main.nf    |  0
 .../classify => tiara_classify}/main.nf       |  0
 subworkflows/local/assembly/main.nf           |  6 ++--
 .../hybrid => assembly_hybrid}/main.nf        |  2 +-
 .../longread => assembly_longread}/main.nf    |  4 +--
 .../shortread => assembly_shortread}/main.nf  |  4 +--
 subworkflows/local/binning/main.nf            |  2 +-
 .../main.nf                                   |  4 +--
 .../main.nf                                   |  4 +--
 .../main.nf                                   |  4 +--
 .../refinement => binning_refinement}/main.nf | 12 ++++----
 subworkflows/local/depths/main.nf             |  6 ++--
 subworkflows/local/gtdbtk/main.nf             |  4 +--
 .../longread => hostremoval_longread}/main.nf | 10 +++----
 .../main.nf                                   | 20 ++++++-------
 .../main.nf                                   | 28 +++++++++----------
 subworkflows/local/tiara/main.nf              |  2 +-
 workflows/mag.nf                              | 14 +++++-----
 34 files changed, 63 insertions(+), 63 deletions(-)
 rename modules/local/{bowtie2/assembly_align => bowtie2_assembly_align}/main.nf (100%)
 rename modules/local/{bowtie2/assembly_build => bowtie2_assembly_build}/main.nf (100%)
 rename modules/local/{bowtie2/removal_align => bowtie2_removal_align}/main.nf (100%)
 rename modules/local/{bowtie2/removal_build => bowtie2_removal_build}/main.nf (100%)
 rename modules/local/{dastool/rename_post => dastool_rename_post}/main.nf (100%)
 rename modules/local/{dastool/rename_pre => dastool_rename_pre}/main.nf (100%)
 rename modules/local/{gtdbtk/db_preparation => gtdbtk_db_preparation}/main.nf (100%)
 rename modules/local/{gtdbtk/summary => gtdbtk_summary}/main.nf (100%)
 rename modules/local/mag_depths/{get => }/main.nf (100%)
 rename modules/local/{mag_depths/convert => mag_depths_convert}/main.nf (100%)
 rename modules/local/{mag_depths/plot => mag_depths_plot}/main.nf (100%)
 rename modules/local/{mag_depths/summary => mag_depths_summary}/main.nf (100%)
 rename modules/local/{quast/bins => quast_bins}/main.nf (100%)
 rename modules/local/{quast/bins_summary => quast_bins_summary}/main.nf (100%)
 rename modules/local/{quast/run => quast_run}/main.nf (100%)
 rename modules/local/{samtools/unmapped => samtools_unmapped}/environment.yml (100%)
 rename modules/local/{samtools/unmapped => samtools_unmapped}/main.nf (100%)
 rename modules/local/{tiara/classify => tiara_classify}/main.nf (100%)
 rename subworkflows/local/{assembly/hybrid => assembly_hybrid}/main.nf (94%)
 rename subworkflows/local/{assembly/longread => assembly_longread}/main.nf (93%)
 rename subworkflows/local/{assembly/shortread => assembly_shortread}/main.nf (88%)
 rename subworkflows/local/{binning/preparation => binning_preparation}/main.nf (86%)
 rename subworkflows/local/{binning/preparation/longread => binning_preparation_longread}/main.nf (95%)
 rename subworkflows/local/{binning/preparation/shortread => binning_preparation_shortread}/main.nf (92%)
 rename subworkflows/local/{binning/refinement => binning_refinement}/main.nf (92%)
 rename subworkflows/local/{hostremoval/longread => hostremoval_longread}/main.nf (89%)
 rename subworkflows/local/{preprocessing/longread => preprocessing_longread}/main.nf (86%)
 rename subworkflows/local/{preprocessing/shortread => preprocessing_shortread}/main.nf (92%)

diff --git a/modules/local/bowtie2/assembly_align/main.nf b/modules/local/bowtie2_assembly_align/main.nf
similarity index 100%
rename from modules/local/bowtie2/assembly_align/main.nf
rename to modules/local/bowtie2_assembly_align/main.nf
diff --git a/modules/local/bowtie2/assembly_build/main.nf b/modules/local/bowtie2_assembly_build/main.nf
similarity index 100%
rename from modules/local/bowtie2/assembly_build/main.nf
rename to modules/local/bowtie2_assembly_build/main.nf
diff --git a/modules/local/bowtie2/removal_align/main.nf b/modules/local/bowtie2_removal_align/main.nf
similarity index 100%
rename from modules/local/bowtie2/removal_align/main.nf
rename to modules/local/bowtie2_removal_align/main.nf
diff --git a/modules/local/bowtie2/removal_build/main.nf b/modules/local/bowtie2_removal_build/main.nf
similarity index 100%
rename from modules/local/bowtie2/removal_build/main.nf
rename to modules/local/bowtie2_removal_build/main.nf
diff --git a/modules/local/dastool/rename_post/main.nf b/modules/local/dastool_rename_post/main.nf
similarity index 100%
rename from modules/local/dastool/rename_post/main.nf
rename to modules/local/dastool_rename_post/main.nf
diff --git a/modules/local/dastool/rename_pre/main.nf b/modules/local/dastool_rename_pre/main.nf
similarity index 100%
rename from modules/local/dastool/rename_pre/main.nf
rename to modules/local/dastool_rename_pre/main.nf
diff --git a/modules/local/gtdbtk/db_preparation/main.nf b/modules/local/gtdbtk_db_preparation/main.nf
similarity index 100%
rename from modules/local/gtdbtk/db_preparation/main.nf
rename to modules/local/gtdbtk_db_preparation/main.nf
diff --git a/modules/local/gtdbtk/summary/main.nf b/modules/local/gtdbtk_summary/main.nf
similarity index 100%
rename from modules/local/gtdbtk/summary/main.nf
rename to modules/local/gtdbtk_summary/main.nf
diff --git a/modules/local/mag_depths/get/main.nf b/modules/local/mag_depths/main.nf
similarity index 100%
rename from modules/local/mag_depths/get/main.nf
rename to modules/local/mag_depths/main.nf
diff --git a/modules/local/mag_depths/convert/main.nf b/modules/local/mag_depths_convert/main.nf
similarity index 100%
rename from modules/local/mag_depths/convert/main.nf
rename to modules/local/mag_depths_convert/main.nf
diff --git a/modules/local/mag_depths/plot/main.nf b/modules/local/mag_depths_plot/main.nf
similarity index 100%
rename from modules/local/mag_depths/plot/main.nf
rename to modules/local/mag_depths_plot/main.nf
diff --git a/modules/local/mag_depths/summary/main.nf b/modules/local/mag_depths_summary/main.nf
similarity index 100%
rename from modules/local/mag_depths/summary/main.nf
rename to modules/local/mag_depths_summary/main.nf
diff --git a/modules/local/quast/bins/main.nf b/modules/local/quast_bins/main.nf
similarity index 100%
rename from modules/local/quast/bins/main.nf
rename to modules/local/quast_bins/main.nf
diff --git a/modules/local/quast/bins_summary/main.nf b/modules/local/quast_bins_summary/main.nf
similarity index 100%
rename from modules/local/quast/bins_summary/main.nf
rename to modules/local/quast_bins_summary/main.nf
diff --git a/modules/local/quast/run/main.nf b/modules/local/quast_run/main.nf
similarity index 100%
rename from modules/local/quast/run/main.nf
rename to modules/local/quast_run/main.nf
diff --git a/modules/local/samtools/unmapped/environment.yml b/modules/local/samtools_unmapped/environment.yml
similarity index 100%
rename from modules/local/samtools/unmapped/environment.yml
rename to modules/local/samtools_unmapped/environment.yml
diff --git a/modules/local/samtools/unmapped/main.nf b/modules/local/samtools_unmapped/main.nf
similarity index 100%
rename from modules/local/samtools/unmapped/main.nf
rename to modules/local/samtools_unmapped/main.nf
diff --git a/modules/local/tiara/classify/main.nf b/modules/local/tiara_classify/main.nf
similarity index 100%
rename from modules/local/tiara/classify/main.nf
rename to modules/local/tiara_classify/main.nf
diff --git a/subworkflows/local/assembly/main.nf b/subworkflows/local/assembly/main.nf
index 0d3f66f66..414931d01 100644
--- a/subworkflows/local/assembly/main.nf
+++ b/subworkflows/local/assembly/main.nf
@@ -1,7 +1,7 @@
 // SUBWORKFLOWS
-include { SHORTREAD_ASSEMBLY                    } from './shortread/main'
-include { LONGREAD_ASSEMBLY                     } from './longread/main'
-include { HYBRID_ASSEMBLY                       } from './hybrid/main'
+include { SHORTREAD_ASSEMBLY                    } from '../assembly_shortread/main'
+include { LONGREAD_ASSEMBLY                     } from '../assembly_longread/main'
+include { HYBRID_ASSEMBLY                       } from '../assembly_hybrid/main'
 
 // MODULES
 include { CAT_FASTQ as POOL_SHORT_READS         } from '../../../modules/nf-core/cat/fastq'
diff --git a/subworkflows/local/assembly/hybrid/main.nf b/subworkflows/local/assembly_hybrid/main.nf
similarity index 94%
rename from subworkflows/local/assembly/hybrid/main.nf
rename to subworkflows/local/assembly_hybrid/main.nf
index e785f54e3..aa1acc8ce 100644
--- a/subworkflows/local/assembly/hybrid/main.nf
+++ b/subworkflows/local/assembly_hybrid/main.nf
@@ -1,5 +1,5 @@
 // MODULES
-include { SPADES as METASPADESHYBRID } from '../../../../modules/nf-core/spades/main'
+include { SPADES as METASPADESHYBRID } from '../../../modules/nf-core/spades/main'
 
 workflow HYBRID_ASSEMBLY {
 
diff --git a/subworkflows/local/assembly/longread/main.nf b/subworkflows/local/assembly_longread/main.nf
similarity index 93%
rename from subworkflows/local/assembly/longread/main.nf
rename to subworkflows/local/assembly_longread/main.nf
index 395885f42..0aa35c2f6 100644
--- a/subworkflows/local/assembly/longread/main.nf
+++ b/subworkflows/local/assembly_longread/main.nf
@@ -2,8 +2,8 @@
 * LONGREAD_ASSEMBLY: Assembly of long reads
 */
 
-include { FLYE         } from '../../../../modules/nf-core/flye/main'
-include { METAMDBG_ASM } from '../../../../modules/nf-core/metamdbg/asm/main'
+include { FLYE         } from '../../../modules/nf-core/flye/main'
+include { METAMDBG_ASM } from '../../../modules/nf-core/metamdbg/asm/main'
 
 workflow LONGREAD_ASSEMBLY {
     take:
diff --git a/subworkflows/local/assembly/shortread/main.nf b/subworkflows/local/assembly_shortread/main.nf
similarity index 88%
rename from subworkflows/local/assembly/shortread/main.nf
rename to subworkflows/local/assembly_shortread/main.nf
index 851c64c51..a90088c75 100644
--- a/subworkflows/local/assembly/shortread/main.nf
+++ b/subworkflows/local/assembly_shortread/main.nf
@@ -1,6 +1,6 @@
 //MODULES
-include { MEGAHIT              } from '../../../../modules/nf-core/megahit/main'
-include { SPADES as METASPADES } from '../../../../modules/nf-core/spades/main'
+include { MEGAHIT              } from '../../../modules/nf-core/megahit/main'
+include { SPADES as METASPADES } from '../../../modules/nf-core/spades/main'
 
 workflow SHORTREAD_ASSEMBLY {
     take:
diff --git a/subworkflows/local/binning/main.nf b/subworkflows/local/binning/main.nf
index 30d6bae8e..e62b4c769 100644
--- a/subworkflows/local/binning/main.nf
+++ b/subworkflows/local/binning/main.nf
@@ -11,7 +11,7 @@ include { GUNZIP as GUNZIP_BINS
 include { GUNZIP as GUNZIP_UNBINS                                                                } from '../../../modules/nf-core/gunzip/main'
 include { SEQKIT_STATS                                                                           } from '../../../modules/nf-core/seqkit/stats/main'
 
-include { CONVERT_DEPTHS                                                                         } from '../../../modules/local/mag_depths/convert/main'
+include { CONVERT_DEPTHS                                                                         } from '../../../modules/local/mag_depths_convert/main'
 include { ADJUST_MAXBIN2_EXT                                                                     } from '../../../modules/local/adjust_maxbin2_ext/main'
 include { SPLIT_FASTA                                                                            } from '../../../modules/local/split_fasta/main'
 
diff --git a/subworkflows/local/binning/preparation/main.nf b/subworkflows/local/binning_preparation/main.nf
similarity index 86%
rename from subworkflows/local/binning/preparation/main.nf
rename to subworkflows/local/binning_preparation/main.nf
index f56b054d6..89f26bb76 100644
--- a/subworkflows/local/binning/preparation/main.nf
+++ b/subworkflows/local/binning_preparation/main.nf
@@ -1,5 +1,5 @@
-include { SHORTREAD_BINNING_PREPARATION } from './shortread/main'
-include { LONGREAD_BINNING_PREPARATION  } from './longread/main'
+include { SHORTREAD_BINNING_PREPARATION } from '../binning_preparation_shortread/main'
+include { LONGREAD_BINNING_PREPARATION  } from '../binning_preparation_longread/main'
 
 workflow BINNING_PREPARATION {
     take:
diff --git a/subworkflows/local/binning/preparation/longread/main.nf b/subworkflows/local/binning_preparation_longread/main.nf
similarity index 95%
rename from subworkflows/local/binning/preparation/longread/main.nf
rename to subworkflows/local/binning_preparation_longread/main.nf
index 8fa43891d..bbe3b0608 100644
--- a/subworkflows/local/binning/preparation/longread/main.nf
+++ b/subworkflows/local/binning_preparation_longread/main.nf
@@ -1,5 +1,5 @@
-include { MINIMAP2_INDEX as MINIMAP2_ASSEMBLY_INDEX } from '../../../../../modules/nf-core/minimap2/index/main'
-include { MINIMAP2_ALIGN as MINIMAP2_ASSEMBLY_ALIGN } from '../../../../../modules/nf-core/minimap2/align/main'
+include { MINIMAP2_INDEX as MINIMAP2_ASSEMBLY_INDEX } from '../../../modules/nf-core/minimap2/index/main'
+include { MINIMAP2_ALIGN as MINIMAP2_ASSEMBLY_ALIGN } from '../../../modules/nf-core/minimap2/align/main'
 
 workflow LONGREAD_BINNING_PREPARATION {
     take:
diff --git a/subworkflows/local/binning/preparation/shortread/main.nf b/subworkflows/local/binning_preparation_shortread/main.nf
similarity index 92%
rename from subworkflows/local/binning/preparation/shortread/main.nf
rename to subworkflows/local/binning_preparation_shortread/main.nf
index 85af86944..29bbf8ef4 100644
--- a/subworkflows/local/binning/preparation/shortread/main.nf
+++ b/subworkflows/local/binning_preparation_shortread/main.nf
@@ -2,8 +2,8 @@
  * Binning preparation with Bowtie2
  */
 
-include { BOWTIE2_ASSEMBLY_BUILD } from '../../../../../modules/local/bowtie2/assembly_build/main'
-include { BOWTIE2_ASSEMBLY_ALIGN } from '../../../../../modules/local/bowtie2/assembly_align/main'
+include { BOWTIE2_ASSEMBLY_BUILD } from '../../../modules/local/bowtie2_assembly_build/main'
+include { BOWTIE2_ASSEMBLY_ALIGN } from '../../../modules/local/bowtie2_assembly_align/main'
 
 workflow SHORTREAD_BINNING_PREPARATION {
     take:
diff --git a/subworkflows/local/binning/refinement/main.nf b/subworkflows/local/binning_refinement/main.nf
similarity index 92%
rename from subworkflows/local/binning/refinement/main.nf
rename to subworkflows/local/binning_refinement/main.nf
index d60e90306..c6da5a00e 100644
--- a/subworkflows/local/binning/refinement/main.nf
+++ b/subworkflows/local/binning_refinement/main.nf
@@ -2,13 +2,13 @@
  * Binning with MetaBAT2 and MaxBin2
  */
 
-include { DASTOOL_FASTATOCONTIG2BIN as DASTOOL_FASTATOCONTIG2BIN_METABAT2 } from '../../../../modules/nf-core/dastool/fastatocontig2bin/main.nf'
-include { DASTOOL_FASTATOCONTIG2BIN as DASTOOL_FASTATOCONTIG2BIN_MAXBIN2  } from '../../../../modules/nf-core/dastool/fastatocontig2bin/main.nf'
-include { DASTOOL_FASTATOCONTIG2BIN as DASTOOL_FASTATOCONTIG2BIN_CONCOCT  } from '../../../../modules/nf-core/dastool/fastatocontig2bin/main.nf'
-include { DASTOOL_DASTOOL                                                 } from '../../../../modules/nf-core/dastool/dastool/main.nf'
+include { DASTOOL_FASTATOCONTIG2BIN as DASTOOL_FASTATOCONTIG2BIN_METABAT2 } from '../../../modules/nf-core/dastool/fastatocontig2bin/main.nf'
+include { DASTOOL_FASTATOCONTIG2BIN as DASTOOL_FASTATOCONTIG2BIN_MAXBIN2  } from '../../../modules/nf-core/dastool/fastatocontig2bin/main.nf'
+include { DASTOOL_FASTATOCONTIG2BIN as DASTOOL_FASTATOCONTIG2BIN_CONCOCT  } from '../../../modules/nf-core/dastool/fastatocontig2bin/main.nf'
+include { DASTOOL_DASTOOL                                                 } from '../../../modules/nf-core/dastool/dastool/main.nf'
 
-include { RENAME_PREDASTOOL                                               } from '../../../../modules/local/dastool/rename_pre/main'
-include { RENAME_POSTDASTOOL                                              } from '../../../../modules/local/dastool/rename_post/main'
+include { RENAME_PREDASTOOL                                               } from '../../../modules/local/dastool_rename_pre/main'
+include { RENAME_POSTDASTOOL                                              } from '../../../modules/local/dastool_rename_post/main'
 
 /*
  * Get number of columns in file (first line)
diff --git a/subworkflows/local/depths/main.nf b/subworkflows/local/depths/main.nf
index c947b144f..447941eac 100644
--- a/subworkflows/local/depths/main.nf
+++ b/subworkflows/local/depths/main.nf
@@ -1,6 +1,6 @@
-include { MAG_DEPTHS         } from '../../../modules/local/mag_depths/get/main'
-include { MAG_DEPTHS_PLOT    } from '../../../modules/local/mag_depths/plot/main'
-include { MAG_DEPTHS_SUMMARY } from '../../../modules/local/mag_depths/summary/main'
+include { MAG_DEPTHS         } from '../../../modules/local/mag_depths/main'
+include { MAG_DEPTHS_PLOT    } from '../../../modules/local/mag_depths_plot/main'
+include { MAG_DEPTHS_SUMMARY } from '../../../modules/local/mag_depths_summary/main'
 
 /*
  * Get number of columns in file (first line)
diff --git a/subworkflows/local/gtdbtk/main.nf b/subworkflows/local/gtdbtk/main.nf
index 0ebdd67f0..326f48347 100644
--- a/subworkflows/local/gtdbtk/main.nf
+++ b/subworkflows/local/gtdbtk/main.nf
@@ -4,8 +4,8 @@
 
 include { GTDBTK_CLASSIFYWF     } from '../../../modules/nf-core/gtdbtk/classifywf/main'
 
-include { GTDBTK_DB_PREPARATION } from '../../../modules/local/gtdbtk/db_preparation/main'
-include { GTDBTK_SUMMARY        } from '../../../modules/local/gtdbtk/summary/main'
+include { GTDBTK_DB_PREPARATION } from '../../../modules/local/gtdbtk_db_preparation/main'
+include { GTDBTK_SUMMARY        } from '../../../modules/local/gtdbtk_summary/main'
 
 workflow GTDBTK {
     take:
diff --git a/subworkflows/local/hostremoval/longread/main.nf b/subworkflows/local/hostremoval_longread/main.nf
similarity index 89%
rename from subworkflows/local/hostremoval/longread/main.nf
rename to subworkflows/local/hostremoval_longread/main.nf
index 27220badb..696d93634 100644
--- a/subworkflows/local/hostremoval/longread/main.nf
+++ b/subworkflows/local/hostremoval_longread/main.nf
@@ -2,12 +2,12 @@
 // Remove host reads via alignment and export off-target reads
 //
 
-include { MINIMAP2_INDEX as MINIMAP2_HOST_INDEX              } from '../../../../modules/nf-core/minimap2/index/main'
-include { MINIMAP2_ALIGN as MINIMAP2_HOST_ALIGN              } from '../../../../modules/nf-core/minimap2/align/main'
-include { SAMTOOLS_INDEX as SAMTOOLS_HOSTREMOVED_INDEX       } from '../../../../modules/nf-core/samtools/index/main'
-include { SAMTOOLS_STATS as SAMTOOLS_HOSTREMOVED_STATS       } from '../../../../modules/nf-core/samtools/stats/main'
+include { MINIMAP2_INDEX as MINIMAP2_HOST_INDEX              } from '../../../modules/nf-core/minimap2/index/main'
+include { MINIMAP2_ALIGN as MINIMAP2_HOST_ALIGN              } from '../../../modules/nf-core/minimap2/align/main'
+include { SAMTOOLS_INDEX as SAMTOOLS_HOSTREMOVED_INDEX       } from '../../../modules/nf-core/samtools/index/main'
+include { SAMTOOLS_STATS as SAMTOOLS_HOSTREMOVED_STATS       } from '../../../modules/nf-core/samtools/stats/main'
 
-include { SAMTOOLS_UNMAPPED as SAMTOOLS_HOSTREMOVED_UNMAPPED } from '../../../../modules/local/samtools/unmapped/main'
+include { SAMTOOLS_UNMAPPED as SAMTOOLS_HOSTREMOVED_UNMAPPED } from '../../../modules/local/samtools_unmapped/main'
 
 
 workflow LONGREAD_HOSTREMOVAL {
diff --git a/subworkflows/local/preprocessing/longread/main.nf b/subworkflows/local/preprocessing_longread/main.nf
similarity index 86%
rename from subworkflows/local/preprocessing/longread/main.nf
rename to subworkflows/local/preprocessing_longread/main.nf
index 633ad87bd..dc159edcb 100644
--- a/subworkflows/local/preprocessing/longread/main.nf
+++ b/subworkflows/local/preprocessing_longread/main.nf
@@ -2,18 +2,18 @@
  * LONGREAD_PREPROCESSING: Preprocessing and QC for long reads
  */
 
-include { NANOPLOT as NANOPLOT_RAW         } from '../../../../modules/nf-core/nanoplot/main'
-include { NANOPLOT as NANOPLOT_FILTERED    } from '../../../../modules/nf-core/nanoplot/main'
-include { NANOLYSE                         } from '../../../../modules/nf-core/nanolyse/main'
-include { PORECHOP_PORECHOP                } from '../../../../modules/nf-core/porechop/porechop/main'
-include { PORECHOP_ABI                     } from '../../../../modules/nf-core/porechop/abi/main'
-include { FILTLONG                         } from '../../../../modules/nf-core/filtlong'
-include { CHOPPER                          } from '../../../../modules/nf-core/chopper'
-include { NANOQ                            } from '../../../../modules/nf-core/nanoq'
-include { CAT_FASTQ as CAT_FASTQ_LONGREADS } from '../../../../modules/nf-core/cat/fastq/main'
+include { NANOPLOT as NANOPLOT_RAW         } from '../../../modules/nf-core/nanoplot/main'
+include { NANOPLOT as NANOPLOT_FILTERED    } from '../../../modules/nf-core/nanoplot/main'
+include { NANOLYSE                         } from '../../../modules/nf-core/nanolyse/main'
+include { PORECHOP_PORECHOP                } from '../../../modules/nf-core/porechop/porechop/main'
+include { PORECHOP_ABI                     } from '../../../modules/nf-core/porechop/abi/main'
+include { FILTLONG                         } from '../../../modules/nf-core/filtlong'
+include { CHOPPER                          } from '../../../modules/nf-core/chopper'
+include { NANOQ                            } from '../../../modules/nf-core/nanoq'
+include { CAT_FASTQ as CAT_FASTQ_LONGREADS } from '../../../modules/nf-core/cat/fastq/main'
 
 // include other subworkflows here
-include { LONGREAD_HOSTREMOVAL             } from '../../hostremoval/longread/main'
+include { LONGREAD_HOSTREMOVAL             } from '../hostremoval_longread/main'
 
 workflow LONGREAD_PREPROCESSING {
     take:
diff --git a/subworkflows/local/preprocessing/shortread/main.nf b/subworkflows/local/preprocessing_shortread/main.nf
similarity index 92%
rename from subworkflows/local/preprocessing/shortread/main.nf
rename to subworkflows/local/preprocessing_shortread/main.nf
index 21dc369e6..8e4d068bb 100644
--- a/subworkflows/local/preprocessing/shortread/main.nf
+++ b/subworkflows/local/preprocessing_shortread/main.nf
@@ -2,20 +2,20 @@
  * SHORTREAD_PREPROCESSING: Preprocessing and QC for short reads
  */
 
-include { FASTQC as FASTQC_RAW                                } from '../../../../modules/nf-core/fastqc/main'
-include { FASTQC as FASTQC_TRIMMED                            } from '../../../../modules/nf-core/fastqc/main'
-include { FASTP                                               } from '../../../../modules/nf-core/fastp/main'
-include { TRIMMOMATIC                                         } from '../../../../modules/nf-core/trimmomatic/main'
-include { ADAPTERREMOVAL as ADAPTERREMOVAL_PE                 } from '../../../../modules/nf-core/adapterremoval/main'
-include { ADAPTERREMOVAL as ADAPTERREMOVAL_SE                 } from '../../../../modules/nf-core/adapterremoval/main'
-include { CAT_FASTQ                                           } from '../../../../modules/nf-core/cat/fastq/main'
-include { SEQTK_MERGEPE                                       } from '../../../../modules/nf-core/seqtk/mergepe/main'
-include { BBMAP_BBNORM                                        } from '../../../../modules/nf-core/bbmap/bbnorm/main'
-
-include { BOWTIE2_REMOVAL_BUILD as BOWTIE2_HOST_REMOVAL_BUILD } from '../../../../modules/local/bowtie2/removal_build/main'
-include { BOWTIE2_REMOVAL_ALIGN as BOWTIE2_HOST_REMOVAL_ALIGN } from '../../../../modules/local/bowtie2/removal_align/main'
-include { BOWTIE2_REMOVAL_BUILD as BOWTIE2_PHIX_REMOVAL_BUILD } from '../../../../modules/local/bowtie2/removal_build/main'
-include { BOWTIE2_REMOVAL_ALIGN as BOWTIE2_PHIX_REMOVAL_ALIGN } from '../../../../modules/local/bowtie2/removal_align/main'
+include { FASTQC as FASTQC_RAW                                } from '../../../modules/nf-core/fastqc/main'
+include { FASTQC as FASTQC_TRIMMED                            } from '../../../modules/nf-core/fastqc/main'
+include { FASTP                                               } from '../../../modules/nf-core/fastp/main'
+include { TRIMMOMATIC                                         } from '../../../modules/nf-core/trimmomatic/main'
+include { ADAPTERREMOVAL as ADAPTERREMOVAL_PE                 } from '../../../modules/nf-core/adapterremoval/main'
+include { ADAPTERREMOVAL as ADAPTERREMOVAL_SE                 } from '../../../modules/nf-core/adapterremoval/main'
+include { CAT_FASTQ                                           } from '../../../modules/nf-core/cat/fastq/main'
+include { SEQTK_MERGEPE                                       } from '../../../modules/nf-core/seqtk/mergepe/main'
+include { BBMAP_BBNORM                                        } from '../../../modules/nf-core/bbmap/bbnorm/main'
+
+include { BOWTIE2_REMOVAL_BUILD as BOWTIE2_HOST_REMOVAL_BUILD } from '../../../modules/local/bowtie2_removal_build/main'
+include { BOWTIE2_REMOVAL_ALIGN as BOWTIE2_HOST_REMOVAL_ALIGN } from '../../../modules/local/bowtie2_removal_align/main'
+include { BOWTIE2_REMOVAL_BUILD as BOWTIE2_PHIX_REMOVAL_BUILD } from '../../../modules/local/bowtie2_removal_build/main'
+include { BOWTIE2_REMOVAL_ALIGN as BOWTIE2_PHIX_REMOVAL_ALIGN } from '../../../modules/local/bowtie2_removal_align/main'
 
 workflow SHORTREAD_PREPROCESSING {
     take:
diff --git a/subworkflows/local/tiara/main.nf b/subworkflows/local/tiara/main.nf
index c97a648f7..e1550e538 100644
--- a/subworkflows/local/tiara/main.nf
+++ b/subworkflows/local/tiara/main.nf
@@ -2,7 +2,7 @@ include { TIARA_TIARA                                                  } from '.
 include { DASTOOL_FASTATOCONTIG2BIN as DASTOOL_FASTATOCONTIG2BIN_TIARA } from '../../../modules/nf-core/dastool/fastatocontig2bin/main'
 include { CSVTK_CONCAT as TIARA_SUMMARY                                } from '../../../modules/nf-core/csvtk/concat/main'
 
-include { TIARA_CLASSIFY                                               } from '../../../modules/local/tiara/classify/main'
+include { TIARA_CLASSIFY                                               } from '../../../modules/local/tiara_classify/main'
 
 workflow TIARA {
     take:
diff --git a/workflows/mag.nf b/workflows/mag.nf
index 2cecb95c5..6f0b9d653 100644
--- a/workflows/mag.nf
+++ b/workflows/mag.nf
@@ -12,17 +12,17 @@ include { methodsDescriptionText          } from '../subworkflows/local/utils_nf
 //
 // SUBWORKFLOW: Consisting of a mix of local and nf-core/modules
 //
-include { BINNING_PREPARATION             } from '../subworkflows/local/binning/preparation/main'
+include { BINNING_PREPARATION             } from '../subworkflows/local/binning_preparation/main'
 include { BINNING                         } from '../subworkflows/local/binning/main'
 include { BIN_QC                          } from '../subworkflows/local/bin_qc/main'
-include { BINNING_REFINEMENT              } from '../subworkflows/local/binning/refinement/main'
+include { BINNING_REFINEMENT              } from '../subworkflows/local/binning_refinement/main'
 include { VIRUS_IDENTIFICATION            } from '../subworkflows/local/virus_identification/main'
 include { GTDBTK                          } from '../subworkflows/local/gtdbtk/main'
 include { ANCIENT_DNA_ASSEMBLY_VALIDATION } from '../subworkflows/local/ancient_dna/main'
 include { DOMAIN_CLASSIFICATION           } from '../subworkflows/local/domain_classification/main'
 include { DEPTHS                          } from '../subworkflows/local/depths/main'
-include { LONGREAD_PREPROCESSING          } from '../subworkflows/local/preprocessing/longread/main'
-include { SHORTREAD_PREPROCESSING         } from '../subworkflows/local/preprocessing/shortread/main'
+include { LONGREAD_PREPROCESSING          } from '../subworkflows/local/preprocessing_longread/main'
+include { SHORTREAD_PREPROCESSING         } from '../subworkflows/local/preprocessing_shortread/main'
 include { ASSEMBLY                        } from '../subworkflows/local/assembly/main'
 include { CATPACK                         } from '../subworkflows/local/catpack/main'
 
@@ -38,9 +38,9 @@ include { METAEUK_EASYPREDICT             } from '../modules/nf-core/metaeuk/eas
 //
 // MODULE: Local to the pipeline
 //
-include { QUAST                           } from '../modules/local/quast/run/main'
-include { QUAST_BINS                      } from '../modules/local/quast/bins/main'
-include { QUAST_BINS_SUMMARY              } from '../modules/local/quast/bins_summary/main'
+include { QUAST                           } from '../modules/local/quast_run/main'
+include { QUAST_BINS                      } from '../modules/local/quast_bins/main'
+include { QUAST_BINS_SUMMARY              } from '../modules/local/quast_bins_summary/main'
 include { BIN_SUMMARY                     } from '../modules/local/bin_summary/main'
 
 workflow MAG {

From d59b55d0fe384e4280f6424b5050132db49baf7c Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Thu, 21 Aug 2025 08:16:32 -0300
Subject: [PATCH 058/288] Add local subwf meta files

---
 subworkflows/local/ancient_dna/main.nf        |   2 +-
 subworkflows/local/ancient_dna/meta.yml       |  78 +++++++++++++
 subworkflows/local/assembly/main.nf           |   2 -
 subworkflows/local/assembly/meta.yml          |  73 ++++++++++++
 subworkflows/local/assembly_hybrid/meta.yml   |  60 ++++++++++
 subworkflows/local/assembly_longread/meta.yml |  47 ++++++++
 .../local/assembly_shortread/meta.yml         |  60 ++++++++++
 subworkflows/local/bin_qc/meta.yml            |  66 +++++++++++
 subworkflows/local/binning/meta.yml           | 107 ++++++++++++++++++
 .../local/binning_preparation/meta.yml        |  90 +++++++++++++++
 .../binning_preparation_longread/meta.yml     |  66 +++++++++++
 .../binning_preparation_shortread/meta.yml    |  77 +++++++++++++
 .../local/binning_refinement/meta.yml         |  68 +++++++++++
 subworkflows/local/catpack/meta.yml           |  62 ++++++++++
 subworkflows/local/depths/meta.yml            |  64 +++++++++++
 .../local/domain_classification/meta.yml      |  75 ++++++++++++
 subworkflows/local/gtdbtk/meta.yml            |  62 ++++++++++
 .../local/hostremoval_longread/meta.yml       |  72 ++++++++++++
 .../local/preprocessing_longread/main.nf      |   4 +-
 .../local/preprocessing_longread/meta.yml     |  89 +++++++++++++++
 .../local/preprocessing_shortread/main.nf     |   2 +-
 .../local/preprocessing_shortread/meta.yml    | 100 ++++++++++++++++
 subworkflows/local/tiara/meta.yml             |  79 +++++++++++++
 .../local/utils_nfcore_mag_pipeline/meta.yml  |  82 ++++++++++++++
 .../local/virus_identification/meta.yml       |  50 ++++++++
 25 files changed, 1531 insertions(+), 6 deletions(-)
 create mode 100644 subworkflows/local/ancient_dna/meta.yml
 create mode 100644 subworkflows/local/assembly/meta.yml
 create mode 100644 subworkflows/local/assembly_hybrid/meta.yml
 create mode 100644 subworkflows/local/assembly_longread/meta.yml
 create mode 100644 subworkflows/local/assembly_shortread/meta.yml
 create mode 100644 subworkflows/local/bin_qc/meta.yml
 create mode 100644 subworkflows/local/binning/meta.yml
 create mode 100644 subworkflows/local/binning_preparation/meta.yml
 create mode 100644 subworkflows/local/binning_preparation_longread/meta.yml
 create mode 100644 subworkflows/local/binning_preparation_shortread/meta.yml
 create mode 100644 subworkflows/local/binning_refinement/meta.yml
 create mode 100644 subworkflows/local/catpack/meta.yml
 create mode 100644 subworkflows/local/depths/meta.yml
 create mode 100644 subworkflows/local/domain_classification/meta.yml
 create mode 100644 subworkflows/local/gtdbtk/meta.yml
 create mode 100644 subworkflows/local/hostremoval_longread/meta.yml
 create mode 100644 subworkflows/local/preprocessing_longread/meta.yml
 create mode 100644 subworkflows/local/preprocessing_shortread/meta.yml
 create mode 100644 subworkflows/local/tiara/meta.yml
 create mode 100644 subworkflows/local/utils_nfcore_mag_pipeline/meta.yml
 create mode 100644 subworkflows/local/virus_identification/meta.yml

diff --git a/subworkflows/local/ancient_dna/main.nf b/subworkflows/local/ancient_dna/main.nf
index ed045ce7a..3875fea60 100644
--- a/subworkflows/local/ancient_dna/main.nf
+++ b/subworkflows/local/ancient_dna/main.nf
@@ -60,7 +60,7 @@ workflow ANCIENT_DNA_ASSEMBLY_VALIDATION {
 
 
     emit:
-        contigs_recalled          = ch_corrected_contigs // channel: [ val(meta), path(fasta) ]
+        contigs_recalled          = ch_corrected_contigs         // channel: [ val(meta), path(fasta) ]
         pydamage_results          = PYDAMAGE_ANALYZE.out.csv     // channel: [ val(meta), path(csv) ]
         pydamage_filtered_results = PYDAMAGE_FILTER.out.csv      // channel: [ val(meta), path(csv) ]
         versions                  = ch_versions                  // channel: [ versions.yml ]
diff --git a/subworkflows/local/ancient_dna/meta.yml b/subworkflows/local/ancient_dna/meta.yml
new file mode 100644
index 000000000..00bdf78da
--- /dev/null
+++ b/subworkflows/local/ancient_dna/meta.yml
@@ -0,0 +1,78 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "ancient_dna_assembly_validation"
+description: Ancient DNA analysis workflow for metagenomic samples
+keywords:
+  - ancient DNA
+  - aDNA
+  - metagenomics
+  - authentication
+  - damage patterns
+components:
+  - bcftools/consensus
+  - bcftools/view
+  - freebayes
+  - pydamage/analyze
+  - pydamage/filter
+  - samtools/faidx
+input:
+  - ch_input:
+      description: Assembled contigs with alignment data
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - contigs:
+            type: file
+            description: Assembled contigs in FASTA format
+            pattern: "*.{fasta,fa}"
+        - bam:
+            type: file
+            description: BAM alignment files
+            pattern: "*.bam"
+        - bam_index:
+            type: file
+            description: BAM index files
+            pattern: "*.bai"
+output:
+  - contigs_recalled:
+      description: Damage-corrected contigs
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fasta:
+            type: file
+            description: Corrected contigs in FASTA format
+            pattern: "*.{fasta,fa}"
+  - pydamage_results:
+      description: PyDamage analysis results
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - csv:
+            type: file
+            description: Damage pattern analysis in CSV format
+            pattern: "*.csv"
+  - pydamage_filtered_results:
+      description: Filtered PyDamage results
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - csv:
+            type: file
+            description: Filtered damage pattern results in CSV format
+            pattern: "*.csv"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@jfy133"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/assembly/main.nf b/subworkflows/local/assembly/main.nf
index 414931d01..72bbc54ad 100644
--- a/subworkflows/local/assembly/main.nf
+++ b/subworkflows/local/assembly/main.nf
@@ -17,7 +17,6 @@ workflow ASSEMBLY {
     main:
 
     ch_versions = Channel.empty()
-    ch_multiqc_files = Channel.empty()
 
     /*
     ================================================================================
@@ -148,5 +147,4 @@ workflow ASSEMBLY {
     shortread_assemblies = ch_shortread_assemblies
     longread_assemblies  = ch_longread_assemblies
     versions             = ch_versions
-    multiqc_files        = ch_multiqc_files
 }
diff --git a/subworkflows/local/assembly/meta.yml b/subworkflows/local/assembly/meta.yml
new file mode 100644
index 000000000..996c79022
--- /dev/null
+++ b/subworkflows/local/assembly/meta.yml
@@ -0,0 +1,73 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "assembly"
+description: Performs genome assembly using short-read, long-read, and hybrid assembly approaches
+keywords:
+  - assembly
+  - metagenomics
+  - shortread
+  - longread
+  - hybrid
+components:
+  - shortread_assembly
+  - longread_assembly
+  - hybrid_assembly
+  - cat/fastq
+  - gunzip
+input:
+  - ch_short_reads:
+      description: Short-read sequencing data
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fastq1:
+            type: file
+            description: First pair of short-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+        - fastq2:
+            type: file
+            description: Second pair of short-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+  - ch_long_reads:
+      description: Long-read sequencing data
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fastq:
+            type: file
+            description: Long-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+output:
+  - shortread_assemblies:
+      description: Assembled contigs from short-read or hybrid approaches
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fasta:
+            type: file
+            description: Assembled contigs in FASTA format
+            pattern: "*.fasta"
+  - longread_assemblies:
+      description: Assembled contigs from long-read approaches
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fasta:
+            type: file
+            description: Assembled contigs in FASTA format
+            pattern: "*.fasta"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@jfy133"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/assembly_hybrid/meta.yml b/subworkflows/local/assembly_hybrid/meta.yml
new file mode 100644
index 000000000..6b1687055
--- /dev/null
+++ b/subworkflows/local/assembly_hybrid/meta.yml
@@ -0,0 +1,60 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "hybrid_assembly"
+description: Hybrid genome assembly using both short and long reads with SPAdes
+keywords:
+  - assembly
+  - hybrid
+  - short reads
+  - long reads
+  - metagenomics
+  - spades
+components:
+  - spades
+input:
+  - ch_short_reads_spades:
+      description: Short-read data
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fastq1:
+            type: file
+            description: First pair of short-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+        - fastq2:
+            type: file
+            description: Second pair of short-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+  - ch_long_reads_spades:
+      description: Long-read data
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fastq:
+            type: file
+            description: Long-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+output:
+  - assembled_contigs:
+      description: Assembled contigs
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fasta:
+            type: file
+            description: Assembled contigs in FASTA format
+            pattern: "*.fasta.gz"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@muabnezor"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/assembly_longread/meta.yml b/subworkflows/local/assembly_longread/meta.yml
new file mode 100644
index 000000000..4f9bdd36b
--- /dev/null
+++ b/subworkflows/local/assembly_longread/meta.yml
@@ -0,0 +1,47 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "longread_assembly"
+description: Long-read genome assembly using Flye and other long-read assemblers
+keywords:
+  - assembly
+  - long reads
+  - metagenomics
+  - flye
+  - nanopore
+  - pacbio
+components:
+  - flye
+  - metamdbg/asm
+input:
+  - ch_long_reads:
+      description: Grouped long-read data
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fastq:
+            type: file
+            description: Long-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+output:
+  - assembled_contigs:
+      description: Assembled contigs
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fasta:
+            type: file
+            description: Assembled contigs in FASTA format
+            pattern: "*.fasta.gz"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@muabnezor"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/assembly_shortread/meta.yml b/subworkflows/local/assembly_shortread/meta.yml
new file mode 100644
index 000000000..c97a66fdc
--- /dev/null
+++ b/subworkflows/local/assembly_shortread/meta.yml
@@ -0,0 +1,60 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "shortread_assembly"
+description: Short-read genome assembly using SPAdes and MEGAHIT
+keywords:
+  - assembly
+  - short reads
+  - metagenomics
+  - spades
+  - megahit
+components:
+  - spades
+  - megahit
+input:
+  - ch_short_reads_grouped:
+      description: Grouped short-read data
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fastq1:
+            type: file
+            description: First pair of short-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+        - fastq2:
+            type: file
+            description: Second pair of short-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+  - ch_short_reads_spades:
+      description: Short-read data prepared for SPAdes
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - reads:
+            type: file
+            description: Short-read FASTQ files (array)
+            pattern: "*.{fastq,fq}.gz"
+output:
+  - assembled_contigs:
+      description: Assembled contigs
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fasta:
+            type: file
+            description: Assembled contigs in FASTA format
+            pattern: "*.fasta.gz"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@muabnezor"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/bin_qc/meta.yml b/subworkflows/local/bin_qc/meta.yml
new file mode 100644
index 000000000..784aad8f4
--- /dev/null
+++ b/subworkflows/local/bin_qc/meta.yml
@@ -0,0 +1,66 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "bin_qc"
+description: Quality assessment of metagenomic bins using BUSCO, CheckM, CheckM2, and GUNC
+keywords:
+  - quality control
+  - bins
+  - metagenomics
+  - busco
+  - checkm
+  - checkm2
+  - gunc
+components:
+  - busco/busco
+  - checkm2/databasedownload
+  - checkm/qa
+  - checkm/lineagewf
+  - checkm2/predict
+  - csvtk/concat
+  - gunc/downloaddb
+  - gunc/run
+  - gunc/mergecheckm
+  - untar
+input:
+  - ch_bins:
+      description: Metagenomic bins in FASTA format
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fasta:
+            type: file
+            description: Metagenomic bins in FASTA format
+            pattern: "*.{fasta,fa}"
+output:
+  - qc_summary:
+      description: Combined quality assessment summary
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - tsv:
+            type: file
+            description: Quality assessment summary in TSV format
+            pattern: "*.tsv"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+  - multiqc_files:
+      description: MultiQC files for quality control statistics
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - "*":
+            type: file
+            description: MultiQC report files
+            pattern: "*"
+authors:
+  - "@dialvarezs"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/binning/meta.yml b/subworkflows/local/binning/meta.yml
new file mode 100644
index 000000000..0c55c270b
--- /dev/null
+++ b/subworkflows/local/binning/meta.yml
@@ -0,0 +1,107 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "binning"
+description: Performs metagenomic binning using MetaBAT2, MaxBin2, and CONCOCT
+keywords:
+  - binning
+  - metagenomics
+  - metabat2
+  - maxbin2
+  - concoct
+components:
+  - fasta/binning/concoct
+  - metabat2/metabat2
+  - metabat2/jgisummarizebamcontigdepths
+  - maxbin2
+  - gunzip
+  - seqkit/stats
+  - convert/depths
+  - adjust/maxbin2/ext
+  - split/fasta
+input:
+  - ch_assemblies:
+      description: Assembled contigs with corresponding BAM files and indices
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - assembly:
+            type: file
+            description: Assembled contigs in FASTA format
+            pattern: "*.fasta"
+        - bams:
+            type: file
+            description: BAM alignment files
+            pattern: "*.bam"
+        - bais:
+            type: file
+            description: BAM index files
+            pattern: "*.bai"
+  - val_bin_min_size:
+      type: val
+      description: Minimum bin size threshold for filtering
+  - val_bin_max_size:
+      type: val
+      description: Maximum bin size threshold for filtering
+output:
+  - bins:
+      description: Uncompressed FASTA files with binned sequences
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fasta:
+            type: file
+            description: Binned sequences in FASTA format
+            pattern: "*.fasta"
+  - bins_gz:
+      description: Compressed FASTA files with binned sequences
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fasta:
+            type: file
+            description: Binned sequences in compressed FASTA format
+            pattern: "*.fasta.gz"
+  - unbinned:
+      description: Uncompressed FASTA files with unbinned sequences
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fasta:
+            type: file
+            description: Unbinned sequences in FASTA format
+            pattern: "*.fasta"
+  - unbinned_gz:
+      description: Compressed FASTA files with unbinned sequences
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fasta:
+            type: file
+            description: Unbinned sequences in compressed FASTA format
+            pattern: "*.fasta.gz"
+  - metabat2depths:
+      description: Coverage depth files from MetaBAT2
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - txt:
+            type: file
+            description: Coverage depth information
+            pattern: "*.txt"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@jfy133"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/binning_preparation/meta.yml b/subworkflows/local/binning_preparation/meta.yml
new file mode 100644
index 000000000..6ed1ecd7a
--- /dev/null
+++ b/subworkflows/local/binning_preparation/meta.yml
@@ -0,0 +1,90 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "binning_preparation"
+description: Wrapper subworkflow that prepares short and long-read assemblies for binning
+keywords:
+  - binning
+  - preparation
+  - metagenomics
+  - contigs
+  - filtering
+components:
+  - shortread_binning_preparation
+  - longread_binning_preparation
+input:
+  - ch_shortread_assemblies:
+      description: Short-read assemblies to prepare
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - assembly:
+            type: file
+            description: Short-read assembled contigs
+            pattern: "*.{fasta,fa}"
+  - ch_shortreads:
+      description: Short-read sequencing data
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - reads:
+            type: file
+            description: Short-read FASTQ files (array)
+            pattern: "*.{fastq,fq}.gz"
+  - ch_longread_assemblies:
+      description: Long-read assemblies to prepare
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - assembly:
+            type: file
+            description: Long-read assembled contigs
+            pattern: "*.{fasta,fa}"
+  - ch_longreads:
+      description: Long-read sequencing data
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - reads:
+            type: file
+            description: Long-read FASTQ files (array)
+            pattern: "*.{fastq,fq}.gz"
+output:
+  - grouped_mappings:
+      description: Grouped mappings of reads to assemblies
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - assembly:
+            type: file
+            description: Assembly FASTA file
+            pattern: "*.{fasta,fa}"
+        - bam:
+            type: file
+            description: BAM alignment files (array)
+            pattern: "*.bam"
+        - bai:
+            type: file
+            description: BAM index files (array)
+            pattern: "*.bai"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+  - multiqc_files:
+      description: MultiQC files for preparation statistics
+      structure:
+        - "*":
+            type: file
+            description: MultiQC report files
+authors:
+  - "@jfy133"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/binning_preparation_longread/meta.yml b/subworkflows/local/binning_preparation_longread/meta.yml
new file mode 100644
index 000000000..ac55f1deb
--- /dev/null
+++ b/subworkflows/local/binning_preparation_longread/meta.yml
@@ -0,0 +1,66 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "longread_binning_preparation"
+description: Preparation of long-read assemblies for metagenomic binning
+keywords:
+  - binning
+  - preparation
+  - long reads
+  - metagenomics
+  - mapping
+components:
+  - minimap2/index
+  - minimap2/align
+  - samtools/sort
+  - samtools/index
+input:
+  - ch_assemblies:
+      description: Long-read assembled contigs
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fasta:
+            type: file
+            description: Long-read assembled contigs in FASTA format
+            pattern: "*.{fasta,fa}"
+  - ch_reads:
+      description: Long reads
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fastq:
+            type: file
+            description: Long-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+output:
+  - grouped_mappings:
+      description: Grouped mappings of reads to assemblies
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - assembly:
+            type: file
+            description: Assembly FASTA file
+            pattern: "*.{fasta,fa}"
+        - bam:
+            type: file
+            description: BAM alignment files (array)
+            pattern: "*.bam"
+        - bai:
+            type: file
+            description: BAM index files (array)
+            pattern: "*.bai"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@muabnezor"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/binning_preparation_shortread/meta.yml b/subworkflows/local/binning_preparation_shortread/meta.yml
new file mode 100644
index 000000000..806f4afb1
--- /dev/null
+++ b/subworkflows/local/binning_preparation_shortread/meta.yml
@@ -0,0 +1,77 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "shortread_binning_preparation"
+description: Preparation of short-read assemblies for metagenomic binning
+keywords:
+  - binning
+  - preparation
+  - short reads
+  - metagenomics
+  - mapping
+components:
+  - bowtie2/assembly/build
+  - bowtie2/assembly/align
+  - samtools/sort
+  - samtools/index
+input:
+  - ch_assemblies:
+      description: Short-read assembled contigs
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fasta:
+            type: file
+            description: Short-read assembled contigs in FASTA format
+            pattern: "*.{fasta,fa}"
+  - ch_reads:
+      description: Short reads
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fastq1:
+            type: file
+            description: First pair of short-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+        - fastq2:
+            type: file
+            description: Second pair of short-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+output:
+  - grouped_mappings:
+      description: Grouped mappings of reads to assemblies
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - assembly:
+            type: file
+            description: Assembly FASTA file
+            pattern: "*.{fasta,fa}"
+        - bam:
+            type: file
+            description: BAM alignment files (array)
+            pattern: "*.bam"
+        - bai:
+            type: file
+            description: BAM index files (array)
+            pattern: "*.bai"
+  - bowtie2_assembly_multiqc:
+      description: Bowtie2 alignment log files for MultiQC
+      structure:
+        - log:
+            type: file
+            description: Bowtie2 alignment log files
+            pattern: "*.log"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@muabnezor"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/binning_refinement/meta.yml b/subworkflows/local/binning_refinement/meta.yml
new file mode 100644
index 000000000..3e957ed89
--- /dev/null
+++ b/subworkflows/local/binning_refinement/meta.yml
@@ -0,0 +1,68 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "binning_refinement"
+description: Refinement and optimization of metagenomic bins using DAS Tool and other methods
+keywords:
+  - binning
+  - refinement
+  - metagenomics
+  - das_tool
+  - optimization
+components:
+  - dastool/dastool
+  - dastool/fastatocontig2bin
+  - rename/postdastool
+  - rename/predastool
+input:
+  - ch_contigs_for_dastool:
+      description: Contigs for DAS Tool refinement
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - contigs:
+            type: file
+            description: Assembled contigs in FASTA format
+            pattern: "*.{fasta,fa}"
+  - ch_in_bins:
+      description: Metagenomic bins from different binning tools
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - bins:
+            type: file
+            description: Metagenomic bins in FASTA format
+            pattern: "*.{fasta,fa}"
+output:
+  - refined_bins:
+      description: Refined metagenomic bins
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fasta:
+            type: file
+            description: Refined metagenomic bins in FASTA format
+            pattern: "*.{fasta,fa}"
+  - refined_unbins:
+      description: Refined unbinned sequences
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fasta:
+            type: file
+            description: Refined unbinned sequences in FASTA format
+            pattern: "*.{fasta,fa}"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@jfy133"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/catpack/meta.yml b/subworkflows/local/catpack/meta.yml
new file mode 100644
index 000000000..cb6cc30b1
--- /dev/null
+++ b/subworkflows/local/catpack/meta.yml
@@ -0,0 +1,62 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "catpack"
+description: CAT/BAT taxonomic classification and gene prediction for metagenomic bins
+keywords:
+  - taxonomy
+  - classification
+  - gene prediction
+  - metagenomics
+  - CAT
+  - BAT
+components:
+  - catpack/addnames
+  - catpack/bins
+  - catpack/contigs
+  - catpack/download
+  - catpack/prepare
+  - catpack/summarise
+  - untar
+input:
+  - ch_bins:
+      description: Metagenomic bins
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - bins:
+            type: file
+            description: Metagenomic bins in FASTA format
+            pattern: "*.{fasta,fa}"
+  - ch_unbins:
+      description: Unbinned contigs
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - unbins:
+            type: file
+            description: Unbinned contigs in FASTA format
+            pattern: "*.{fasta,fa}"
+output:
+  - summary:
+      description: CAT/BAT bin summary file
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - tsv:
+            type: file
+            description: Taxonomic classification summary
+            pattern: "*.tsv"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@dialvarezs"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/depths/meta.yml b/subworkflows/local/depths/meta.yml
new file mode 100644
index 000000000..d3afbe18e
--- /dev/null
+++ b/subworkflows/local/depths/meta.yml
@@ -0,0 +1,64 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "depths"
+description: Calculate sequencing depth and coverage statistics for assembled contigs
+keywords:
+  - coverage
+  - depth
+  - mapping
+  - metagenomics
+  - contigs
+components:
+  - mag/depths
+  - mag/depths/plot
+  - mag/depths/summary
+input:
+  - ch_bins_unbins:
+      description: Metagenomic bins and unbinned contigs
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - bins:
+            type: file
+            description: Bins in FASTA format
+            pattern: "*.{fasta,fa}"
+  - ch_depths:
+      description: Depth files with bin/contig information
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - depths:
+            type: file
+            description: Depth files
+            pattern: "*.txt"
+  - ch_reads:
+      description: Sequencing reads
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - reads:
+            type: file
+            description: Sequencing reads
+            pattern: "*.{fastq,fq}.gz"
+output:
+  - depths_summary:
+      description: Summary of depth statistics across all samples
+      structure:
+        - summary:
+            type: file
+            description: Depth summary file
+            pattern: "*.txt"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@prototaxites"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/domain_classification/meta.yml b/subworkflows/local/domain_classification/meta.yml
new file mode 100644
index 000000000..596f4aec4
--- /dev/null
+++ b/subworkflows/local/domain_classification/meta.yml
@@ -0,0 +1,75 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "domain_classification"
+description: Domain-level classification of metagenomic sequences using Tiara and other tools
+keywords:
+  - domain classification
+  - metagenomics
+  - tiara
+  - prokaryote
+  - eukaryote
+components:
+  - tiara
+input:
+  - ch_assemblies:
+      description: Assembled contigs
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - assembly:
+            type: file
+            description: Assembled contigs in FASTA format
+            pattern: "*.{fasta,fa}"
+  - ch_bins:
+      description: Metagenomic bins
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - bins:
+            type: file
+            description: Metagenomic bins in FASTA format
+            pattern: "*.{fasta,fa}"
+  - ch_unbins:
+      description: Unbinned contigs
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - unbins:
+            type: file
+            description: Unbinned contigs in FASTA format
+            pattern: "*.{fasta,fa}"
+output:
+  - classified_bins:
+      description: Domain-classified bins
+      structure:
+        - meta:
+            type: map
+            description: Metadata map with domain information
+        - bins:
+            type: file
+            description: Domain-classified bins
+            pattern: "*.{fasta,fa}"
+  - classified_unbins:
+      description: Domain-classified unbinned contigs
+      structure:
+        - meta:
+            type: map
+            description: Metadata map with domain information
+        - unbins:
+            type: file
+            description: Domain-classified unbinned contigs
+            pattern: "*.{fasta,fa}"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@prototaxites"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/gtdbtk/meta.yml b/subworkflows/local/gtdbtk/meta.yml
new file mode 100644
index 000000000..0136c8fd5
--- /dev/null
+++ b/subworkflows/local/gtdbtk/meta.yml
@@ -0,0 +1,62 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "gtdbtk"
+description: Taxonomic classification of metagenomic bins using GTDB-Tk with quality filtering
+keywords:
+  - taxonomy
+  - classification
+  - metagenomics
+  - bins
+  - gtdb-tk
+  - phylogenetics
+components:
+  - gtdbtk/classifywf
+  - gtdbtk/db/preparation
+  - gtdbtk/summary
+input:
+  - ch_bins:
+      description: Metagenomic bins in FASTA format
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fasta:
+            type: file
+            description: Metagenomic bins in FASTA format
+            pattern: "*.{fasta,fa}"
+  - ch_bin_qc_summary:
+      type: file
+      description: Quality control summary to filter high-quality bins
+      pattern: "*.tsv"
+  - val_gtdb:
+      type: val
+      description: Path to GTDB-Tk reference database
+  - val_gtdb_mash:
+      type: val
+      description: Path to GTDB-Tk MASH database for species assignment
+output:
+  - summary:
+      description: Summary of taxonomic classifications
+      structure:
+        - tsv:
+            type: file
+            description: Taxonomic classification summary in TSV format
+            pattern: "*.tsv"
+  - multiqc_files:
+      description: MultiQC files for classification results
+      structure:
+        - tsv:
+            type: file
+            description: GTDB-Tk classification summary for MultiQC
+            pattern: "*.tsv"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@skrakau"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/hostremoval_longread/meta.yml b/subworkflows/local/hostremoval_longread/meta.yml
new file mode 100644
index 000000000..a54360a44
--- /dev/null
+++ b/subworkflows/local/hostremoval_longread/meta.yml
@@ -0,0 +1,72 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "longread_hostremoval"
+description: Host genome contamination removal from long-read sequencing data
+keywords:
+  - host removal
+  - contamination
+  - long reads
+  - nanopore
+  - pacbio
+components:
+  - minimap2/index
+  - minimap2/align
+  - samtools/index
+  - samtools/stats
+  - samtools/unmapped
+input:
+  - ch_reads:
+      description: Long-read sequencing data
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - reads:
+            type: file
+            description: Long-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+  - val_reference:
+      type: val
+      description: Path to host genome reference
+output:
+  - stats:
+      description: Alignment statistics
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - stats:
+            type: file
+            description: Alignment statistics files
+            pattern: "*.txt"
+  - reads:
+      description: Host-removed long reads
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fastq:
+            type: file
+            description: Host-removed long-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+  - multiqc_files:
+      description: MultiQC files for statistics
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - "*":
+            type: file
+            description: MultiQC report files
+            pattern: "*"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@muabnezor"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/preprocessing_longread/main.nf b/subworkflows/local/preprocessing_longread/main.nf
index dc159edcb..e3c8e67f5 100644
--- a/subworkflows/local/preprocessing_longread/main.nf
+++ b/subworkflows/local/preprocessing_longread/main.nf
@@ -18,10 +18,10 @@ include { LONGREAD_HOSTREMOVAL             } from '../hostremoval_longread/main'
 workflow LONGREAD_PREPROCESSING {
     take:
     ch_raw_long_reads // [ [meta] , fastq] (mandatory)
-    ch_short_reads    // [ [meta] , fastq1, fastq2] (mandatory)
+    ch_short_reads    // [ [meta] , fastq1, fastq2]
     ch_lambda_db      // [fasta]
     ch_host_fasta     // [fasta]
-    val_skip_qc           // [boolean]
+    val_skip_qc       // [boolean]
 
     main:
     ch_versions = Channel.empty()
diff --git a/subworkflows/local/preprocessing_longread/meta.yml b/subworkflows/local/preprocessing_longread/meta.yml
new file mode 100644
index 000000000..08b8f3d88
--- /dev/null
+++ b/subworkflows/local/preprocessing_longread/meta.yml
@@ -0,0 +1,89 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "longread_preprocessing"
+description: Quality control and preprocessing of long-read sequencing data
+keywords:
+  - preprocessing
+  - quality control
+  - long reads
+  - nanopore
+  - pacbio
+  - trimming
+components:
+  - nanoplot
+  - nanolyse
+  - porechop/porechop
+  - porechop/abi
+  - filtlong
+  - chopper
+  - nanoq
+  - cat/fastq
+  - longread_hostremoval
+input:
+  - ch_raw_long_reads:
+      description: Raw long-read sequencing data
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fastq:
+            type: file
+            description: Raw long-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+  - ch_short_reads:
+      description: Short-read data for hybrid filtering
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fastq1:
+            type: file
+            description: First pair of short-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+        - fastq2:
+            type: file
+            description: Second pair of short-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+  - ch_lambda_db:
+      type: file
+      description: Lambda DNA reference for spike-in removal (optional)
+      pattern: "*.{fasta,fa}"
+  - ch_host_fasta:
+      type: file
+      description: Host genome reference for contamination removal (optional)
+      pattern: "*.{fasta,fa}"
+  - val_skip_qc:
+      type: val
+      description: Boolean flag to skip quality control steps
+output:
+  - long_reads:
+      description: Quality-controlled and preprocessed long reads
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fastq:
+            type: file
+            description: Preprocessed long-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+  - multiqc_files:
+      description: MultiQC files for statistics
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - "*":
+            type: file
+            description: MultiQC report files
+            pattern: "*"
+authors:
+  - "@muabnezor"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/preprocessing_shortread/main.nf b/subworkflows/local/preprocessing_shortread/main.nf
index 8e4d068bb..9da1c5ae5 100644
--- a/subworkflows/local/preprocessing_shortread/main.nf
+++ b/subworkflows/local/preprocessing_shortread/main.nf
@@ -23,7 +23,7 @@ workflow SHORTREAD_PREPROCESSING {
     ch_host_fasta        // [fasta] (optional)
     ch_host_genome_index // fasta (optional)
     ch_phix_db_file      // [fasta] (optional)
-    val_skip_qc              // [boolean]
+    val_skip_qc          // [boolean]
 
     main:
     ch_versions = Channel.empty()
diff --git a/subworkflows/local/preprocessing_shortread/meta.yml b/subworkflows/local/preprocessing_shortread/meta.yml
new file mode 100644
index 000000000..b404724bb
--- /dev/null
+++ b/subworkflows/local/preprocessing_shortread/meta.yml
@@ -0,0 +1,100 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "shortread_preprocessing"
+description: Quality control and preprocessing of short-read sequencing data
+keywords:
+  - preprocessing
+  - quality control
+  - short reads
+  - trimming
+  - adapter removal
+components:
+  - fastqc
+  - fastp
+  - trimmomatic
+  - adapterremoval
+  - cat/fastq
+  - seqtk/mergepe
+  - bbmap/bbnorm
+  - bowtie2/removal/build
+  - bowtie2/removal/align
+input:
+  - ch_raw_short_reads:
+      description: Raw short-read sequencing data
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fastq1:
+            type: file
+            description: First pair of raw short-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+        - fastq2:
+            type: file
+            description: Second pair of raw short-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+  - ch_host_fasta:
+      type: file
+      description: Host genome reference for contamination removal (optional)
+      pattern: "*.{fasta,fa,fna}"
+  - ch_host_genome_index:
+      type: file
+      description: Pre-built host genome index for contamination removal (optional)
+      pattern: "*"
+  - ch_phix_db_file:
+      type: file
+      description: PhiX reference for spike-in removal (optional)
+      pattern: "*.{fasta,fa,fna}"
+  - val_skip_qc:
+      type: val
+      description: Boolean flag to skip quality control steps
+output:
+  - short_reads:
+      description: Quality-controlled and preprocessed short reads
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fastq1:
+            type: file
+            description: First pair of preprocessed short-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+        - fastq2:
+            type: file
+            description: Second pair of preprocessed short-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+  - short_reads_assembly:
+      description: Short reads prepared for assembly
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fastq1:
+            type: file
+            description: First pair of assembly-ready short-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+        - fastq2:
+            type: file
+            description: Second pair of assembly-ready short-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+  - multiqc_files:
+      description: MultiQC files for preprocessing statistics
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - "*":
+            type: file
+            description: MultiQC report files
+            pattern: "*"
+authors:
+  - "@muabnezor"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/tiara/meta.yml b/subworkflows/local/tiara/meta.yml
new file mode 100644
index 000000000..7fda1aad7
--- /dev/null
+++ b/subworkflows/local/tiara/meta.yml
@@ -0,0 +1,79 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "tiara"
+description: Domain classification of DNA sequences using Tiara deep learning classifier
+keywords:
+  - domain classification
+  - tiara
+  - deep learning
+  - prokaryote
+  - eukaryote
+  - organelle
+components:
+  - csvtk/concat
+  - dastool/fastatocontig2bin
+  - tiara/tiara
+  - tiara/classify
+input:
+  - ch_assemblies:
+      description: Assembled contigs
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - assembly:
+            type: file
+            description: Assembled contigs in FASTA format
+            pattern: "*.{fasta,fa}"
+  - ch_in_bins:
+      description: Metagenomic bins
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - bins:
+            type: file
+            description: Metagenomic bins in FASTA format
+            pattern: "*.{fasta,fa}"
+  - ch_in_unbins:
+      description: Unbinned contigs
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - unbins:
+            type: file
+            description: Unbinned contigs in FASTA format
+            pattern: "*.{fasta,fa}"
+output:
+  - classified_bins:
+      description: Domain-classified bins
+      structure:
+        - meta:
+            type: map
+            description: Metadata map with domain information
+        - bins:
+            type: file
+            description: Domain-classified bins
+            pattern: "*.{fasta,fa}"
+  - classified_unbins:
+      description: Domain-classified unbinned contigs
+      structure:
+        - meta:
+            type: map
+            description: Metadata map with domain information
+        - unbins:
+            type: file
+            description: Domain-classified unbinned contigs
+            pattern: "*.{fasta,fa}"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@muabnezor"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/utils_nfcore_mag_pipeline/meta.yml b/subworkflows/local/utils_nfcore_mag_pipeline/meta.yml
new file mode 100644
index 000000000..51f734d62
--- /dev/null
+++ b/subworkflows/local/utils_nfcore_mag_pipeline/meta.yml
@@ -0,0 +1,82 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "pipeline_initialisation"
+description: Utility functions and common operations specific to nf-core/mag pipeline
+keywords:
+  - utilities
+  - pipeline
+  - mag
+  - metagenomics
+  - nf-core
+components:
+  - completionemail
+  - completionsummary
+  - imnotification
+  - utils_nfschema_plugin
+  - utils_nextflow_pipeline
+  - utils_nfcore_pipeline
+input:
+  - version:
+      type: val
+      description: Display version and exit
+  - validate_params:
+      type: val
+      description: Boolean whether to validate parameters against the schema at runtime
+  - _monochrome_logs:
+      type: val
+      description: Do not use coloured log outputs
+  - nextflow_cli_args:
+      type: val
+      description: List of positional nextflow CLI args
+  - outdir:
+      type: val
+      description: The output directory where the results will be saved
+  - input:
+      type: val
+      description: Path to input samplesheet
+output:
+  - raw_short_reads:
+      description: Raw short-read sequencing data
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fastq1:
+            type: file
+            description: First pair of raw short-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+        - fastq2:
+            type: file
+            description: Second pair of raw short-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+  - raw_long_reads:
+      description: Raw long-read sequencing data
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fastq:
+            type: file
+            description: Raw long-read FASTQ files
+            pattern: "*.{fastq,fq}.gz"
+  - input_assemblies:
+      description: Input assembly files if provided
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fasta:
+            type: file
+            description: Input assembly files
+            pattern: "*.{fasta,fa}"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@jfy133"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"
diff --git a/subworkflows/local/virus_identification/meta.yml b/subworkflows/local/virus_identification/meta.yml
new file mode 100644
index 000000000..11e1912e1
--- /dev/null
+++ b/subworkflows/local/virus_identification/meta.yml
@@ -0,0 +1,50 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "virus_identification"
+description: Identification and classification of viral sequences in metagenomic data
+keywords:
+  - virus identification
+  - metagenomics
+  - viral sequences
+  - classification
+components:
+  - genomad/download
+  - genomad/endtoend
+  - untar
+input:
+  - ch_assemblies:
+      description: Assembled contigs
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fasta:
+            type: file
+            description: Assembled contigs in FASTA format
+            pattern: "*.{fasta,fa}"
+  - ch_genomad_db:
+      type: file
+      description: Presupplied geNomad database (optional)
+      pattern: "*"
+output:
+  - identified_viruses:
+      description: Identified viral sequences
+      structure:
+        - meta:
+            type: map
+            description: Metadata map
+        - fasta:
+            type: file
+            description: Viral sequences in FASTA format
+            pattern: "*.{fasta,fa}"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@CarsonJM"
+maintainers:
+  - "@jfy133"
+  - "@prototaxites"
+  - "@dialvarezs"
+  - "@d4straub"
+  - "@muabnezor"

From 0bb74c26f292737bebd34200913b1c40c22bacdc Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Thu, 21 Aug 2025 11:04:14 -0300
Subject: [PATCH 059/288] Address comments

---
 CHANGELOG.md                                | 7 ++++---
 subworkflows/local/ancient_dna/meta.yml     | 2 ++
 subworkflows/local/assembly/meta.yml        | 5 +++++
 subworkflows/local/assembly_hybrid/meta.yml | 2 ++
 4 files changed, 13 insertions(+), 3 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 86048afca..40a904c67 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -25,7 +25,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#827](https://github.com/nf-core/mag/pull/827) - Updated to nf-core 3.3.2`TEMPLATE` (by @dialvarezs)
 - [#841](https://github.com/nf-core/mag/pull/841) - MultiQC config updated to support CheckM, CheckM2, and GTDB-Tk (by @harper357)
 - [#844](https://github.com/nf-core/mag/pull/843) - Change loading mechanism of internal PhiX/Lambda databases to improve Dev UX when schema building (by @jfy133)
-- [#851](https://github.com/nf-core/mag/pull/851) - Improve structure of local modules and subworkflows, remove `POOL_READ_*` local modules in favor of nf-core cat/fastq (by @dialvarezs)
+- [#851](https://github.com/nf-core/mag/pull/851) - Improve structure of local modules and subworkflows (by @dialvarezs)
 
 ### `Fixed`
 
@@ -49,8 +49,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Deprecated`
 
-[#799](https://github.comf/nf-core/mag/pull/799) - Removed `--cat_official_taxonomy` in favour of `--cat_allow_unofficial_lineages` to control CAT's use of unofficial lineages (added by @dialvarezs)
-[#825](https://github.com/nf-core/mag/pull/825) - Removed `--centrifuge_db`, `--kraken2_db`, `--krona_db` and `--skip_krona` parameters following the removal of taxonomic profiling functionality. See nf-core/taxprofiler for replacement (added by @dialvarezs).
+- [#799](https://github.comf/nf-core/mag/pull/799) - Removed `--cat_official_taxonomy` in favour of `--cat_allow_unofficial_lineages` to control CAT's use of unofficial lineages (added by @dialvarezs)
+- [#825](https://github.com/nf-core/mag/pull/825) - Removed `--centrifuge_db`, `--kraken2_db`, `--krona_db` and `--skip_krona` parameters following the removal of taxonomic profiling functionality. See nf-core/taxprofiler for replacement (added by @dialvarezs)
+- [#851](https://github.com/nf-core/mag/pull/851) - Remove `POOL_READ_*` local modules in favor of nf-core cat/fastq (by @dialvarezs)
 
 ## v4.0.0 - [2025-05-22]
 
diff --git a/subworkflows/local/ancient_dna/meta.yml b/subworkflows/local/ancient_dna/meta.yml
index 00bdf78da..bf42d6f5e 100644
--- a/subworkflows/local/ancient_dna/meta.yml
+++ b/subworkflows/local/ancient_dna/meta.yml
@@ -69,6 +69,8 @@ output:
       description: File containing software versions
       pattern: "versions.yml"
 authors:
+  - "@maxibor"
+  - "@@alexhbnr"
   - "@jfy133"
 maintainers:
   - "@jfy133"
diff --git a/subworkflows/local/assembly/meta.yml b/subworkflows/local/assembly/meta.yml
index 996c79022..efb786a6f 100644
--- a/subworkflows/local/assembly/meta.yml
+++ b/subworkflows/local/assembly/meta.yml
@@ -64,7 +64,12 @@ output:
       description: File containing software versions
       pattern: "versions.yml"
 authors:
+  - "@HadrienG"
+  - "@skrakau"
+  - "@d4straub"
   - "@jfy133"
+  - "@prototaxites"
+  - "@muabnezor"
 maintainers:
   - "@jfy133"
   - "@prototaxites"
diff --git a/subworkflows/local/assembly_hybrid/meta.yml b/subworkflows/local/assembly_hybrid/meta.yml
index 6b1687055..fe39a2dfb 100644
--- a/subworkflows/local/assembly_hybrid/meta.yml
+++ b/subworkflows/local/assembly_hybrid/meta.yml
@@ -51,6 +51,8 @@ output:
       description: File containing software versions
       pattern: "versions.yml"
 authors:
+  - "@HadrienG"
+  - "@skrakau"
   - "@muabnezor"
 maintainers:
   - "@jfy133"

From ce32ac11b5f813d39cd06e4bbb3b69ba70af0772 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Fri, 22 Aug 2025 10:43:32 -0300
Subject: [PATCH 060/288] Update modules, round 1

---
 modules.json                                  |  44 +++----
 modules/nf-core/busco/busco/environment.yml   |   4 +-
 modules/nf-core/busco/busco/main.nf           |   6 +-
 modules/nf-core/busco/busco/meta.yml          | 117 ++++++++++--------
 .../nf-core/busco/busco/tests/main.nf.test    |  66 ----------
 .../busco/busco/tests/main.nf.test.snap       |  83 ++++++-------
 modules/nf-core/catpack/addnames/meta.yml     |  16 +--
 modules/nf-core/catpack/bins/meta.yml         |  45 +++----
 modules/nf-core/catpack/contigs/meta.yml      |  39 +++---
 modules/nf-core/catpack/download/meta.yml     |  50 ++++----
 modules/nf-core/catpack/prepare/meta.yml      |  71 +++++------
 modules/nf-core/catpack/summarise/meta.yml    |  24 ++--
 modules/nf-core/checkm/qa/environment.yml     |   2 +
 modules/nf-core/checkm/qa/meta.yml            |  32 +++--
 modules/nf-core/checkm/qa/tests/tags.yml      |   3 -
 modules/nf-core/checkm2/predict/meta.yml      |  24 ++--
 .../nf-core/checkm2/predict/tests/tags.yml    |   3 -
 modules/nf-core/chopper/environment.yml       |   2 +
 modules/nf-core/chopper/meta.yml              |  28 +++--
 modules/nf-core/chopper/tests/tags.yml        |   2 -
 modules/nf-core/csvtk/concat/meta.yml         |  38 +++---
 modules/nf-core/flye/environment.yml          |   2 +
 modules/nf-core/flye/main.nf                  |   4 +-
 modules/nf-core/flye/meta.yml                 |  56 +++++----
 modules/nf-core/flye/tests/tags.yml           |   2 -
 modules/nf-core/gunzip/meta.yml               |  19 +--
 modules/nf-core/maxbin2/meta.yml              |  75 +++++++----
 modules/nf-core/megahit/meta.yml              |  53 +++++---
 modules/nf-core/megahit/tests/tags.yml        |   2 -
 modules/nf-core/nanoq/environment.yml         |   2 +-
 modules/nf-core/nanoq/main.nf                 |  24 ++--
 modules/nf-core/nanoq/meta.yml                |  36 +++---
 modules/nf-core/nanoq/tests/tags.yml          |   2 -
 modules/nf-core/prokka/meta.yml               |  96 ++++++++------
 modules/nf-core/prokka/tests/tags.yml         |   2 -
 modules/nf-core/seqkit/stats/meta.yml         |  20 +--
 modules/nf-core/spades/meta.yml               |  71 ++++++-----
 modules/nf-core/tiara/tiara/environment.yml   |   7 ++
 modules/nf-core/tiara/tiara/main.nf           |   2 +-
 modules/nf-core/tiara/tiara/meta.yml          |  98 +++++++++------
 .../nf-core/tiara/tiara/tests/main.nf.test    |  42 +++++++
 .../tiara/tiara/tests/main.nf.test.snap       |  27 ++++
 .../nf-core/tiara/tiara/tests/nextflow.config |   5 +
 modules/nf-core/trimmomatic/meta.yml          |  41 +++---
 modules/nf-core/untar/meta.yml                |  19 +--
 modules/nf-core/untar/untar.diff              |   2 +-
 46 files changed, 797 insertions(+), 611 deletions(-)
 delete mode 100644 modules/nf-core/checkm/qa/tests/tags.yml
 delete mode 100644 modules/nf-core/checkm2/predict/tests/tags.yml
 delete mode 100644 modules/nf-core/chopper/tests/tags.yml
 delete mode 100644 modules/nf-core/flye/tests/tags.yml
 delete mode 100644 modules/nf-core/megahit/tests/tags.yml
 delete mode 100644 modules/nf-core/nanoq/tests/tags.yml
 delete mode 100644 modules/nf-core/prokka/tests/tags.yml
 create mode 100644 modules/nf-core/tiara/tiara/environment.yml
 create mode 100644 modules/nf-core/tiara/tiara/tests/main.nf.test
 create mode 100644 modules/nf-core/tiara/tiara/tests/main.nf.test.snap
 create mode 100644 modules/nf-core/tiara/tiara/tests/nextflow.config

diff --git a/modules.json b/modules.json
index 6927ac6af..9b5af9e56 100644
--- a/modules.json
+++ b/modules.json
@@ -33,7 +33,7 @@
                     },
                     "busco/busco": {
                         "branch": "master",
-                        "git_sha": "deeb89c7a9150091e69c9d7644836c40982c683b",
+                        "git_sha": "40ab92fb218b5aa43beff23ab1320c138971705f",
                         "installed_by": ["modules"]
                     },
                     "cat/fastq": {
@@ -43,32 +43,32 @@
                     },
                     "catpack/addnames": {
                         "branch": "master",
-                        "git_sha": "81880787133db07d9b4c1febd152c090eb8325dc",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "catpack/bins": {
                         "branch": "master",
-                        "git_sha": "8e6e124ee1e7b9d6b8dacca408a936d56865322f",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "catpack/contigs": {
                         "branch": "master",
-                        "git_sha": "81880787133db07d9b4c1febd152c090eb8325dc",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "catpack/download": {
                         "branch": "master",
-                        "git_sha": "8c5c99341e42d34288b35af6a4fbbf300f21681f",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "catpack/prepare": {
                         "branch": "master",
-                        "git_sha": "8c5c99341e42d34288b35af6a4fbbf300f21681f",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "catpack/summarise": {
                         "branch": "master",
-                        "git_sha": "8e6e124ee1e7b9d6b8dacca408a936d56865322f",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "checkm/lineagewf": {
@@ -78,7 +78,7 @@
                     },
                     "checkm/qa": {
                         "branch": "master",
-                        "git_sha": "867961a8ef91135475ca48c83743646038be4196",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "checkm2/databasedownload": {
@@ -88,12 +88,12 @@
                     },
                     "checkm2/predict": {
                         "branch": "master",
-                        "git_sha": "6b8947dd401a58b08ca19f1952dc1182d66e4d89",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "chopper": {
                         "branch": "master",
-                        "git_sha": "22737835af2db3dd0d5b6b332e75e160d0199fae",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "concoct/concoct": {
@@ -123,7 +123,7 @@
                     },
                     "csvtk/concat": {
                         "branch": "master",
-                        "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "dastool/dastool": {
@@ -153,7 +153,7 @@
                     },
                     "flye": {
                         "branch": "master",
-                        "git_sha": "666652151335353eef2fcd58880bcef5bc2928e1",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "freebayes": {
@@ -193,17 +193,17 @@
                     },
                     "gunzip": {
                         "branch": "master",
-                        "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "maxbin2": {
                         "branch": "master",
-                        "git_sha": "376c622c91dc6a06af19f4de7f0c103bc0573b3f",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "megahit": {
                         "branch": "master",
-                        "git_sha": "d6ff43e046fcbc552d18050470592c9974a23e67",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "metabat2/jgisummarizebamcontigdepths": {
@@ -258,7 +258,7 @@
                     },
                     "nanoq": {
                         "branch": "master",
-                        "git_sha": "666652151335353eef2fcd58880bcef5bc2928e1",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "porechop/abi": {
@@ -278,7 +278,7 @@
                     },
                     "prokka": {
                         "branch": "master",
-                        "git_sha": "81880787133db07d9b4c1febd152c090eb8325dc",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "pydamage/analyze": {
@@ -308,7 +308,7 @@
                     },
                     "seqkit/stats": {
                         "branch": "master",
-                        "git_sha": "9fe7867a4f012db581d7bd560228ded1074eb0e5",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "seqtk/mergepe": {
@@ -318,22 +318,22 @@
                     },
                     "spades": {
                         "branch": "master",
-                        "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "tiara/tiara": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "trimmomatic": {
                         "branch": "master",
-                        "git_sha": "8864afe586537bf562eac7b83349c26207f3cb4d",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "untar": {
                         "branch": "master",
-                        "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"],
                         "patch": "modules/nf-core/untar/untar.diff"
                     }
diff --git a/modules/nf-core/busco/busco/environment.yml b/modules/nf-core/busco/busco/environment.yml
index ba8a40c0f..861982d0f 100644
--- a/modules/nf-core/busco/busco/environment.yml
+++ b/modules/nf-core/busco/busco/environment.yml
@@ -3,7 +3,5 @@
 channels:
   - conda-forge
   - bioconda
-
 dependencies:
-  - bioconda::busco=5.8.3
-  - bioconda::sepp=4.5.5
+  - bioconda::busco=6.0.0
diff --git a/modules/nf-core/busco/busco/main.nf b/modules/nf-core/busco/busco/main.nf
index 6fe915c31..be285c75b 100644
--- a/modules/nf-core/busco/busco/main.nf
+++ b/modules/nf-core/busco/busco/main.nf
@@ -4,8 +4,10 @@ process BUSCO_BUSCO {
 
     conda "${moduleDir}/environment.yml"
     container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
-        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/c6/c607f319867d96a38c8502f751458aa78bbd18fe4c7c4fa6b9d8350e6ba11ebe/data'
-        : 'community.wave.seqera.io/library/busco_sepp:f2dbc18a2f7a5b64'}"
+        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/41/4137d65ab5b90d2ae4fa9d3e0e8294ddccc287e53ca653bb3c63b8fdb03e882f/data'
+        : 'community.wave.seqera.io/library/busco:6.0.0--a9a1426105f81165'}"
+    // Note: one test had to be disabled when switching to Busco 6.0.0, cf https://github.com/nf-core/modules/pull/8781/files
+    // Try to restore it when upgrading Busco to a later version
 
     input:
     tuple val(meta), path(fasta, stageAs: 'tmp_input/*')
diff --git a/modules/nf-core/busco/busco/meta.yml b/modules/nf-core/busco/busco/meta.yml
index 0222e4904..281e3db09 100644
--- a/modules/nf-core/busco/busco/meta.yml
+++ b/modules/nf-core/busco/busco/meta.yml
@@ -26,26 +26,28 @@ input:
         type: file
         description: Nucleic or amino acid sequence file in FASTA format.
         pattern: "*.{fasta,fna,fa,fasta.gz,fna.gz,fa.gz}"
-  - - mode:
-        type: string
-        description: The mode to run Busco in. One of genome, proteins, or transcriptome
-        pattern: "{genome,proteins,transcriptome}"
-  - - lineage:
-        type: string
-        description: The BUSCO lineage to use, or "auto", "auto_prok" or "auto_euk"
-          to automatically select lineage
-  - - busco_lineages_path:
-        type: directory
-        description: Path to local BUSCO lineages directory.
-  - - config_file:
-        type: file
-        description: Path to BUSCO config file.
-  - - clean_intermediates:
-        type: boolean
-        description: Flag to remove intermediate files.
+        ontologies: []
+  - mode:
+      type: string
+      description: The mode to run Busco in. One of genome, proteins, or transcriptome
+      pattern: "{genome,proteins,transcriptome}"
+  - lineage:
+      type: string
+      description: The BUSCO lineage to use, or "auto", "auto_prok" or "auto_euk" to
+        automatically select lineage
+  - busco_lineages_path:
+      type: directory
+      description: Path to local BUSCO lineages directory.
+  - config_file:
+      type: file
+      description: Path to BUSCO config file.
+      ontologies: []
+  - clean_intermediates:
+      type: boolean
+      description: Flag to remove intermediate files.
 output:
-  - batch_summary:
-      - meta:
+  batch_summary:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -54,8 +56,9 @@ output:
           type: file
           description: Summary of all sequence files analyzed
           pattern: "*-busco.batch_summary.txt"
-  - short_summaries_txt:
-      - meta:
+          ontologies: []
+  short_summaries_txt:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -64,8 +67,9 @@ output:
           type: file
           description: Short Busco summary in plain text format
           pattern: "short_summary.*.txt"
-  - short_summaries_json:
-      - meta:
+          ontologies: []
+  short_summaries_json:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -74,8 +78,10 @@ output:
           type: file
           description: Short Busco summary in JSON format
           pattern: "short_summary.*.json"
-  - log:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3464 # JSON
+  log:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -84,8 +90,9 @@ output:
           type: file
           description: BUSCO main log
           pattern: "*-busco.log"
-  - full_table:
-      - meta:
+          ontologies: []
+  full_table:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -94,8 +101,10 @@ output:
           type: file
           description: Full BUSCO results table
           pattern: "full_table.tsv"
-  - missing_busco_list:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  missing_busco_list:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -104,8 +113,10 @@ output:
           type: file
           description: List of missing BUSCOs
           pattern: "missing_busco_list.tsv"
-  - single_copy_proteins:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  single_copy_proteins:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -114,8 +125,9 @@ output:
           type: file
           description: Fasta file of single copy proteins (transcriptome mode)
           pattern: "single_copy_proteins.faa"
-  - seq_dir:
-      - meta:
+          ontologies: []
+  seq_dir:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -124,8 +136,8 @@ output:
           type: directory
           description: BUSCO sequence directory
           pattern: "busco_sequences"
-  - translated_dir:
-      - meta:
+  translated_dir:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -135,8 +147,8 @@ output:
           description: Six frame translations of each transcript made by the transcriptome
             mode
           pattern: "translated_dir"
-  - busco_dir:
-      - meta:
+  busco_dir:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -145,18 +157,19 @@ output:
           type: directory
           description: BUSCO lineage specific output
           pattern: "*-busco"
-  - downloaded_lineages:
-      - meta:
+  downloaded_lineages:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. [ id:'test' ]
-      - "busco_downloads/lineages/*":
+      - busco_downloads/lineages/*:
           type: directory
-          description: Lineages downloaded by BUSCO when running the analysis, for example bacteria_odb12
+          description: Lineages downloaded by BUSCO when running the analysis, for example
+            bacteria_odb12
           pattern: "busco_downloads/lineages/*"
-  - single_copy_faa:
-      - meta:
+  single_copy_faa:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -165,8 +178,9 @@ output:
           type: file
           description: Single copy .faa sequence files
           pattern: "*-busco/*/run_*/busco_sequences/single_copy_busco_sequences/*.faa"
-  - single_copy_fna:
-      - meta:
+          ontologies: []
+  single_copy_fna:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -175,11 +189,14 @@ output:
           type: file
           description: Single copy .fna sequence files
           pattern: "*-busco/*/run_*/busco_sequences/single_copy_busco_sequences/*.fna"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@priyanka-surana"
   - "@charles-plessy"
diff --git a/modules/nf-core/busco/busco/tests/main.nf.test b/modules/nf-core/busco/busco/tests/main.nf.test
index ae648a359..370e542d1 100644
--- a/modules/nf-core/busco/busco/tests/main.nf.test
+++ b/modules/nf-core/busco/busco/tests/main.nf.test
@@ -163,72 +163,6 @@ nextflow_process {
 
     }
 
-    test("test_busco_eukaryote_metaeuk") {
-
-        config './nextflow.config'
-
-        when {
-            params {
-                busco_args = '--tar --metaeuk'
-            }
-            process {
-                """
-                input[0] = [
-                    [ id:'test' ], // meta map
-                    file(params.modules_testdata_base_path + 'genomics/homo_sapiens/genome/genome.fasta', checkIfExists: true)
-                ]
-                input[1] = 'genome'
-                input[2] = 'eukaryota_odb10'
-                input[3] = []
-                input[4] = []
-                input[5] = false
-                """
-            }
-        }
-
-        then {
-            assert process.success
-
-            with(path(process.out.short_summaries_txt[0][1]).text) {
-                assert contains('BUSCO version')
-                assert contains('The lineage dataset is')
-                assert contains('BUSCO was run in mode')
-                assert contains('Complete BUSCOs')
-                assert contains('Missing BUSCOs')
-                assert contains('Dependencies and versions')
-            }
-
-            with(path(process.out.short_summaries_json[0][1]).text) {
-                assert contains('one_line_summary')
-                assert contains('mode')
-                assert contains('dataset')
-            }
-
-            assert snapshot(
-                    process.out.batch_summary[0][1],
-                    process.out.full_table[0][1],
-                    process.out.missing_busco_list[0][1],
-                    process.out.versions[0]
-                ).match()
-
-            with(file(process.out.seq_dir[0][1]).listFiles().collect { it.name }) {
-                assert contains('single_copy_busco_sequences.tar.gz')
-                assert contains('multi_copy_busco_sequences.tar.gz')
-                assert contains('fragmented_busco_sequences.tar.gz')
-            }
-
-            with(path(process.out.log[0][1]).text) {
-                assert contains('DEBUG:busco.run_BUSCO')
-                assert contains('Results from dataset')
-                assert contains('how to cite BUSCO')
-
-            }
-
-            assert process.out.single_copy_proteins == []
-            assert process.out.translated_dir == []
-        }
-
-    }
 
     test("test_busco_eukaryote_augustus") {
 
diff --git a/modules/nf-core/busco/busco/tests/main.nf.test.snap b/modules/nf-core/busco/busco/tests/main.nf.test.snap
index 2943e2ac5..5de401238 100644
--- a/modules/nf-core/busco/busco/tests/main.nf.test.snap
+++ b/modules/nf-core/busco/busco/tests/main.nf.test.snap
@@ -10,88 +10,75 @@
                 ]
             ],
             [
-                "versions.yml:md5,0046a4b8575cbc3635f2a9ee616fd840"
+                "versions.yml:md5,d3cecb346ce389a471bd041a53617d05"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.2"
+            "nextflow": "25.04.6"
         },
-        "timestamp": "2025-05-16T07:20:22.548856524"
+        "timestamp": "2025-07-21T16:11:16.371060201"
     },
     "test_busco_eukaryote_augustus": {
         "content": [
             "test-eukaryota_odb10-busco.batch_summary.txt:md5,3ea3bdc423a461dae514d816bdc61c89",
-            "versions.yml:md5,0046a4b8575cbc3635f2a9ee616fd840"
+            "versions.yml:md5,d3cecb346ce389a471bd041a53617d05"
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "24.10.3"
+            "nextflow": "25.04.6"
         },
-        "timestamp": "2025-03-12T10:44:25.359421247"
+        "timestamp": "2025-07-21T16:09:47.906365972"
     },
     "test_busco_genome_single_fasta": {
         "content": [
-            "test-bacteria_odb10-busco.batch_summary.txt:md5,21b3fb771cf36be917cc451540d999be",
-            "full_table.tsv:md5,fb0e795c033aaa614d8f6d185edeca4c",
-            "missing_busco_list.tsv:md5,4cf87529bc0c6d1f3050e635653948dc",
-            "versions.yml:md5,0046a4b8575cbc3635f2a9ee616fd840"
+            "test-bacteria_odb10-busco.batch_summary.txt:md5,12e911830d66bab6dbf3523ac4392597",
+            "full_table.tsv:md5,660e2f556ca6efa97f0c2a8cebd94786",
+            "missing_busco_list.tsv:md5,0e08587f4dc65d9226a31433c1f9ba25",
+            "versions.yml:md5,d3cecb346ce389a471bd041a53617d05"
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.2"
+            "nextflow": "25.04.6"
         },
-        "timestamp": "2025-05-16T07:13:48.964590748"
+        "timestamp": "2025-07-21T16:08:41.497678114"
     },
     "test_busco_genome_multi_fasta": {
         "content": [
             [
-                "full_table.tsv:md5,f9beaea1cadaead1ea504a1174d737e8",
-                "full_table.tsv:md5,fb0e795c033aaa614d8f6d185edeca4c"
+                "full_table.tsv:md5,26b1d35d975593834acb4d4a91e225a1",
+                "full_table.tsv:md5,660e2f556ca6efa97f0c2a8cebd94786"
             ],
             [
-                "missing_busco_list.tsv:md5,de81266c159009ee2816a74c08d92dce",
-                "missing_busco_list.tsv:md5,4cf87529bc0c6d1f3050e635653948dc"
+                "missing_busco_list.tsv:md5,5dcdc7707035904a7d467ca1026b399a",
+                "missing_busco_list.tsv:md5,0e08587f4dc65d9226a31433c1f9ba25"
             ],
-            "versions.yml:md5,0046a4b8575cbc3635f2a9ee616fd840"
+            "versions.yml:md5,d3cecb346ce389a471bd041a53617d05"
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.2"
+            "nextflow": "25.04.6"
         },
-        "timestamp": "2025-05-16T07:15:04.32698677"
-    },
-    "test_busco_eukaryote_metaeuk": {
-        "content": [
-            "test-eukaryota_odb10-busco.batch_summary.txt:md5,ff6d8277e452a83ce9456bbee666feb6",
-            "full_table.tsv:md5,cfb55ab2ce590d2def51926324691aa8",
-            "missing_busco_list.tsv:md5,77e3d4503b2c13db0d611723fc83ab7e",
-            "versions.yml:md5,0046a4b8575cbc3635f2a9ee616fd840"
-        ],
-        "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "24.10.3"
-        },
-        "timestamp": "2025-03-12T10:43:59.997031348"
+        "timestamp": "2025-07-21T16:09:25.578789984"
     },
     "test_busco_cleanup": {
         "content": [
-            "test-bacteria_odb10-busco.batch_summary.txt:md5,21b3fb771cf36be917cc451540d999be",
-            "full_table.tsv:md5,fb0e795c033aaa614d8f6d185edeca4c",
-            "missing_busco_list.tsv:md5,4cf87529bc0c6d1f3050e635653948dc",
-            "versions.yml:md5,0046a4b8575cbc3635f2a9ee616fd840"
+            "test-bacteria_odb10-busco.batch_summary.txt:md5,12e911830d66bab6dbf3523ac4392597",
+            "full_table.tsv:md5,660e2f556ca6efa97f0c2a8cebd94786",
+            "missing_busco_list.tsv:md5,0e08587f4dc65d9226a31433c1f9ba25",
+            "versions.yml:md5,d3cecb346ce389a471bd041a53617d05"
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.2"
+            "nextflow": "25.04.6"
         },
-        "timestamp": "2025-05-16T07:54:20.902251884"
+        "timestamp": "2025-07-21T16:11:08.495786376"
     },
     "test_busco_transcriptome": {
         "content": [
             "test-bacteria_odb10-busco.batch_summary.txt:md5,8734b3f379c4c0928e5dd4ea1873dc64",
-            "full_table.tsv:md5,9ed8259dfb5bb68595cc3dc70c1f9722",
-            "missing_busco_list.tsv:md5,f2bbdb5b0179291eb12eb791743effcb",
+            "full_table.tsv:md5,645b65b725fd8b30ff6808e0ac671a73",
+            "missing_busco_list.tsv:md5,b1cc1c22d484439ac128af2290d7d9dd",
             [
                 "1024388at2.faa:md5,797d603d262a6595a112e25b73e878b0",
                 "1054741at2.faa:md5,cd4b928cba6b19b4437746ba507e7195",
@@ -117,25 +104,25 @@
                 "95696at2.faa:md5,247bfd1aef432f7b5456307768e9149c"
             ],
             "single_copy_proteins.faa:md5,73e2c5d6a9b0f01f2deea3cc5f21b764",
-            "versions.yml:md5,0046a4b8575cbc3635f2a9ee616fd840"
+            "versions.yml:md5,d3cecb346ce389a471bd041a53617d05"
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.2"
+            "nextflow": "25.04.6"
         },
-        "timestamp": "2025-05-16T07:53:05.429055273"
+        "timestamp": "2025-07-21T16:10:28.783205973"
     },
     "test_busco_protein": {
         "content": [
             "test-bacteria_odb10-busco.batch_summary.txt:md5,942dbb2d8ff26240860a794213db14a8",
-            "full_table.tsv:md5,d45347f44220744a0c70c78caa978617",
-            "missing_busco_list.tsv:md5,de81266c159009ee2816a74c08d92dce",
-            "versions.yml:md5,0046a4b8575cbc3635f2a9ee616fd840"
+            "full_table.tsv:md5,4db33686f2755a09fdc9521ca89411bc",
+            "missing_busco_list.tsv:md5,5dcdc7707035904a7d467ca1026b399a",
+            "versions.yml:md5,d3cecb346ce389a471bd041a53617d05"
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.2"
+            "nextflow": "25.04.6"
         },
-        "timestamp": "2025-05-16T07:19:56.666402486"
+        "timestamp": "2025-07-21T16:10:05.674445797"
     }
 }
\ No newline at end of file
diff --git a/modules/nf-core/catpack/addnames/meta.yml b/modules/nf-core/catpack/addnames/meta.yml
index b58cc84dc..3373c14ff 100644
--- a/modules/nf-core/catpack/addnames/meta.yml
+++ b/modules/nf-core/catpack/addnames/meta.yml
@@ -47,8 +47,8 @@ input:
           - edam: "http://edamontology.org/data_1049"
 
 output:
-  - txt:
-      - meta:
+  txt:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -62,11 +62,13 @@ output:
           ontologies:
             - edam: "http://edamontology.org/format_3475"
 
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@jfy133"
 maintainers:
diff --git a/modules/nf-core/catpack/bins/meta.yml b/modules/nf-core/catpack/bins/meta.yml
index 29f4afce1..257e27c8f 100644
--- a/modules/nf-core/catpack/bins/meta.yml
+++ b/modules/nf-core/catpack/bins/meta.yml
@@ -1,6 +1,7 @@
 # yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/meta-schema.json
 name: "catpack_bins"
-description: Taxonomic classification of long DNA sequences and metagenome assembled genomes (e.g. MAGs / bins).
+description: Taxonomic classification of long DNA sequences and metagenome assembled
+  genomes (e.g. MAGs / bins).
 keywords:
   - taxonomic classification
   - classification
@@ -86,13 +87,13 @@ input:
         ontologies:
           - edam: "http://edamontology.org/format_3751"
 
-  - - bin_suffix:
-        type: string
-        description: Suffix to search for in the input files when `bins` is a directory.
+  - bin_suffix:
+      type: string
+      description: Suffix to search for in the input files when `bins` is a directory.
 
 output:
-  - orf2lca:
-      - meta:
+  orf2lca:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -103,8 +104,8 @@ output:
           pattern: "*.ORF2LCA.txt"
           ontologies:
             - edam: "http://edamontology.org/format_3475"
-  - bin2classification:
-      - meta:
+  bin2classification:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -116,8 +117,8 @@ output:
           pattern: "*.bin2classification.txt"
           ontologies:
             - edam: "http://edamontology.org/format_3475"
-  - log:
-      - meta:
+  log:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -127,8 +128,8 @@ output:
           description: Log file with run messages and basic statistics
           ontologies:
             - edam: "http://edamontology.org/format_2330"
-  - diamond:
-      - meta:
+  diamond:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -138,8 +139,8 @@ output:
           description: Intermediate DIAMOND TSV summary output file with alignment results
           ontologies:
             - edam: "http://edamontology.org/format_3475"
-  - faa:
-      - meta:
+  faa:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -149,8 +150,8 @@ output:
           description: FAA file of DIAMOND predicted proteins hits
           ontologies:
             - edam: "http://edamontology.org/format_3475"
-  - gff:
-      - meta:
+  gff:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -160,11 +161,13 @@ output:
           description: GFF file of DIAMOND predicted proteins hits
           ontologies:
             - edam: "http://edamontology.org/format_2305"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@jfy133"
 maintainers:
diff --git a/modules/nf-core/catpack/contigs/meta.yml b/modules/nf-core/catpack/contigs/meta.yml
index 092805d52..6bf8e6263 100644
--- a/modules/nf-core/catpack/contigs/meta.yml
+++ b/modules/nf-core/catpack/contigs/meta.yml
@@ -1,6 +1,7 @@
 # yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/meta-schema.json
 name: "catpack_contigs"
-description: Taxonomic classification of long DNA sequences and metagenome assembled genomes (e.g. contigs, MAGs / bins).
+description: Taxonomic classification of long DNA sequences and metagenome assembled
+  genomes (e.g. contigs, MAGs / bins).
 keywords:
   - taxonomic classification
   - classification
@@ -87,8 +88,8 @@ input:
           - edam: "http://edamontology.org/format_3751"
 
 output:
-  - orf2lca:
-      - meta:
+  orf2lca:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -99,8 +100,8 @@ output:
           pattern: "*.ORF2LCA.txt"
           ontologies:
             - edam: "http://edamontology.org/format_3475"
-  - contig2classification:
-      - meta:
+  contig2classification:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -112,8 +113,8 @@ output:
           pattern: "*.contig2classification.txt"
           ontologies:
             - edam: "http://edamontology.org/format_3475"
-  - log:
-      - meta:
+  log:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -123,8 +124,8 @@ output:
           description: Log file with run messages and basic statistics
           ontologies:
             - edam: "http://edamontology.org/format_2330"
-  - diamond:
-      - meta:
+  diamond:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -134,8 +135,8 @@ output:
           description: Intermediate DIAMOND TSV summary output file with alignment results
           ontologies:
             - edam: "http://edamontology.org/format_3475"
-  - faa:
-      - meta:
+  faa:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -145,8 +146,8 @@ output:
           description: FAA file of DIAMOND predicted proteins hits
           ontologies:
             - edam: "http://edamontology.org/format_3475"
-  - gff:
-      - meta:
+  gff:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -156,11 +157,13 @@ output:
           description: GFF file of DIAMOND predicted proteins hits
           ontologies:
             - edam: "http://edamontology.org/format_2305"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@jfy133"
 maintainers:
diff --git a/modules/nf-core/catpack/download/meta.yml b/modules/nf-core/catpack/download/meta.yml
index 98f0277a3..041e0cd2c 100644
--- a/modules/nf-core/catpack/download/meta.yml
+++ b/modules/nf-core/catpack/download/meta.yml
@@ -1,6 +1,6 @@
----
 name: "catpack_download"
-description: Downloads the required files for either Nr or GTDB for building into a CAT database
+description: Downloads the required files for either Nr or GTDB for building into
+  a CAT database
 keywords:
   - taxonomic classification
   - classification
@@ -8,12 +8,14 @@ keywords:
   - download
 tools:
   - "catpack":
-      description: "CAT/BAT: tool for taxonomic classification of contigs and metagenome-assembled genomes (MAGs)"
+      description: "CAT/BAT: tool for taxonomic classification of contigs and metagenome-assembled
+        genomes (MAGs)"
       homepage: "https://github.com/MGXlab/CAT_pack"
       documentation: "https://github.com/MGXlab/CAT_pack"
       tool_dev_url: "https://github.com/MGXlab/CAT_pack"
       doi: "10.1186/s13059-019-1817-x"
       licence: ["MIT"]
+      identifier: ""
 
 input:
   - - meta:
@@ -27,73 +29,75 @@ input:
         pattern: "nr|GTDB"
 
 output:
-  - fasta:
-      - meta:
+  fasta:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. `[ id:'sample1', single_end:false ]`
-      - "${prefix}/*.${db}.gz":
+      - ${prefix}/*.${db}.gz:
           type: file
           description: FASTA file containing all the NCBI NR or GTDB sequences
           pattern: "*.${db}.gz"
           ontologies:
             - edam: "http://edamontology.org/format_1929"
-  - names:
-      - meta:
+  names:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. `[ id:'sample1', single_end:false ]`
-      - "${prefix}/*.names.dmp":
+      - ${prefix}/*.names.dmp:
           type: file
           description: NCBI taxonomy-style names.dmp text file
           pattern: "*.names.dmp"
           ontologies:
             - edam: "http://edamontology.org/format_1964"
-  - nodes:
-      - meta:
+  nodes:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. `[ id:'sample1', single_end:false ]`
-      - "${prefix}/*.nodes.dmp":
+      - ${prefix}/*.nodes.dmp:
           type: file
           description: NCBI taxonomy-style nodes.dmp text file
           pattern: "*.nodes.dmp"
           ontologies:
             - edam: "http://edamontology.org/format_1964"
-  - acc2tax:
-      - meta:
+  acc2tax:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. `[ id:'sample1', single_end:false ]`
-      - "${prefix}/*accession2taxid*.gz":
+      - ${prefix}/*accession2taxid*.gz:
           type: file
           description: NCBI taxonomy names accession to taxonomy file
           pattern: "*accession2taxid*"
           ontologies:
             - edam: "http://edamontology.org/format_1964"
-  - log:
-      - meta:
+  log:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. `[ id:'sample1', single_end:false ]`
-      - "${prefix}/*.log":
+      - ${prefix}/*.log:
           type: file
           description: Log file of the download process
           pattern: "*.log"
           ontologies:
             - edam: "http://edamontology.org/format_1964"
 
-  - versions:
-      - "versions.yml":
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
 
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@jfy133"
 maintainers:
diff --git a/modules/nf-core/catpack/prepare/meta.yml b/modules/nf-core/catpack/prepare/meta.yml
index 591a485ee..c6f3235b7 100644
--- a/modules/nf-core/catpack/prepare/meta.yml
+++ b/modules/nf-core/catpack/prepare/meta.yml
@@ -1,4 +1,3 @@
----
 # yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/meta-schema.json
 name: "catpack_prepare"
 description: Creates a CAT_pack database based on input FASTAs
@@ -11,12 +10,14 @@ keywords:
   - build
 tools:
   - "catpack":
-      description: "CAT/BAT: tool for taxonomic classification of contigs and metagenome-assembled genomes (MAGs)"
+      description: "CAT/BAT: tool for taxonomic classification of contigs and metagenome-assembled
+        genomes (MAGs)"
       homepage: "https://github.com/MGXlab/CAT_pack"
       documentation: "https://github.com/MGXlab/CAT_pack"
       tool_dev_url: "https://github.com/MGXlab/CAT_pack"
       doi: "10.1186/s13059-019-1817-x"
       licence: ["MIT"]
+      identifier: ""
 
 input:
   - - meta:
@@ -30,62 +31,58 @@ input:
         pattern: "*.{fasta,fa,fna}"
         ontologies:
           - edam: "http://edamontology.org/format_1929"
-  - - names:
-        type: file
-        description: An NCBI taxonomy-style names text file
-        pattern: "*"
-        ontologies:
-          - edam: "http://edamontology.org/format_1964"
-  - - nodes:
-        type: file
-        description: An NCBI taxonomy-style nodes text file
-        pattern: "*"
-        ontologies:
-          - edam: "http://edamontology.org/format_1964"
-  - - acc2tax:
-        type: file
-        description: An NCBI taxonomy names accession to taxonomy file
-        pattern: "*"
-        ontologies:
-          - edam: "http://edamontology.org/format_1964"
+  - names:
+      type: file
+      description: An NCBI taxonomy-style names text file
+      pattern: "*"
+      ontologies:
+        - edam: "http://edamontology.org/format_1964"
+  - nodes:
+      type: file
+      description: An NCBI taxonomy-style nodes text file
+      pattern: "*"
+      ontologies:
+        - edam: "http://edamontology.org/format_1964"
+  - acc2tax:
+      type: file
+      description: An NCBI taxonomy names accession to taxonomy file
+      pattern: "*"
+      ontologies:
+        - edam: "http://edamontology.org/format_1964"
 
 output:
-  - db:
-      - meta:
+  db:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. `[ id:'sample1', single_end:false ]`
-      - "${prefix}/db/":
+      - ${prefix}/db/:
           type: directory
           description: Directory containing CAT database files
           pattern: "${db}/"
           ontologies:
             - edam: "http://edamontology.org/data_1049"
-  - taxonomy:
-      - meta:
+  taxonomy:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. `[ id:'sample1', single_end:false ]`
-      - "${prefix}/tax/":
+      - ${prefix}/tax/:
           type: directory
           description: Directory containing CAT prepared taxonomy database files
           pattern: "${db}/"
           ontologies:
             - edam: "http://edamontology.org/data_1049"
-  - versions:
-      - "versions.yml":
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
-
-  - versions:
-      - "versions.yml":
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
 
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@jfy133"
 maintainers:
diff --git a/modules/nf-core/catpack/summarise/meta.yml b/modules/nf-core/catpack/summarise/meta.yml
index eb7f6cb1c..444d24cef 100644
--- a/modules/nf-core/catpack/summarise/meta.yml
+++ b/modules/nf-core/catpack/summarise/meta.yml
@@ -1,4 +1,3 @@
----
 # yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/meta-schema.json
 name: "catpack_summarise"
 description: Summarises results from CAT/BAT/RAT classification steps
@@ -28,7 +27,8 @@ input:
 
     - classification:
         type: file
-        description: CAT/BAT/RAT classification table annotated with official names (from CAT_pack addnames)
+        description: CAT/BAT/RAT classification table annotated with official names
+          (from CAT_pack addnames)
         pattern: "*.txt"
         ontologies:
           - edam: "http://edamontology.org/format_3475"
@@ -40,14 +40,16 @@ input:
 
     - contigs:
         type: file
-        description: Optional nucleotide FASTA file containing long DNA sequences such as contigs that were classified (only if classification table is from CAT_pack contigs)
+        description: Optional nucleotide FASTA file containing long DNA sequences such
+          as contigs that were classified (only if classification table is from CAT_pack
+          contigs)
         pattern: "*.{fasta,fna,fa,fas}"
         ontologies:
           - edam: "http://edamontology.org/format_1929"
 
 output:
-  - txt:
-      - meta:
+  txt:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -60,12 +62,14 @@ output:
           ontologies:
             - edam: "http://edamontology.org/format_3475"
 
-  - versions:
-      - "versions.yml":
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
 
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@jfy133"
 maintainers:
diff --git a/modules/nf-core/checkm/qa/environment.yml b/modules/nf-core/checkm/qa/environment.yml
index 1b8705029..9e854f6b1 100644
--- a/modules/nf-core/checkm/qa/environment.yml
+++ b/modules/nf-core/checkm/qa/environment.yml
@@ -1,3 +1,5 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
 channels:
   - conda-forge
   - bioconda
diff --git a/modules/nf-core/checkm/qa/meta.yml b/modules/nf-core/checkm/qa/meta.yml
index cd41eaecf..9d4d3e276 100644
--- a/modules/nf-core/checkm/qa/meta.yml
+++ b/modules/nf-core/checkm/qa/meta.yml
@@ -36,20 +36,24 @@ input:
         description: Directory containing output of checkm/analyze or checkm/lineage_wf
           etc.
         pattern: "*"
+        ontologies: []
     - marker_file:
         type: file
         description: Marker file specified during checkm/analyze or produced by checkm/{lineage,taxonomy}_wf
         pattern: "*.ms"
+        ontologies: []
     - coverage_file:
         type: file
         description: File containing coverage of each sequence (generated by checkm
           coverage)
-  - - exclude_marker_file:
-        type: file
-        description: File specifying markers to exclude from marker sets
+        ontologies: []
+  - exclude_marker_file:
+      type: file
+      description: File specifying markers to exclude from marker sets
+      ontologies: []
 output:
-  - output:
-      - meta:
+  output:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -59,8 +63,9 @@ output:
           description: "Default completeness statistics in various formats, as specified
             with --out_format (excluding option: 9)"
           pattern: "*.txt"
-  - fasta:
-      - meta:
+          ontologies: []
+  fasta:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -69,11 +74,14 @@ output:
           type: file
           description: Output in fasta format (only if --out_format 9)
           pattern: "*.fasta"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@jfy133"
 maintainers:
diff --git a/modules/nf-core/checkm/qa/tests/tags.yml b/modules/nf-core/checkm/qa/tests/tags.yml
deleted file mode 100644
index 08b4747b8..000000000
--- a/modules/nf-core/checkm/qa/tests/tags.yml
+++ /dev/null
@@ -1,3 +0,0 @@
-checkm/qa:
-  - modules/nf-core/checkm/lineagewf/**
-  - modules/nf-core/checkm/qa/**
diff --git a/modules/nf-core/checkm2/predict/meta.yml b/modules/nf-core/checkm2/predict/meta.yml
index 9b8d38df9..acbd65900 100644
--- a/modules/nf-core/checkm2/predict/meta.yml
+++ b/modules/nf-core/checkm2/predict/meta.yml
@@ -27,6 +27,7 @@ input:
         type: file
         description: One or multiple FASTA files of each bin
         pattern: "*.{fasta,fna,fa}"
+        ontologies: []
   - - dbmeta:
         type: map
         description: |
@@ -35,9 +36,10 @@ input:
     - db:
         type: file
         description: CheckM2 database
+        ontologies: []
 output:
-  - checkm2_output:
-      - meta:
+  checkm2_output:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -46,8 +48,8 @@ output:
           type: directory
           description: CheckM2 output directory
           pattern: "${prefix}/"
-  - checkm2_tsv:
-      - meta:
+  checkm2_tsv:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -56,10 +58,14 @@ output:
           type: file
           description: CheckM2 summary completeness statistics table
           pattern: "*.tsv"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@dialvarezs"
diff --git a/modules/nf-core/checkm2/predict/tests/tags.yml b/modules/nf-core/checkm2/predict/tests/tags.yml
deleted file mode 100644
index c31d112a3..000000000
--- a/modules/nf-core/checkm2/predict/tests/tags.yml
+++ /dev/null
@@ -1,3 +0,0 @@
-checkm2/predict:
-  - modules/nf-core/checkm2/predict/**
-  - modules/nf-core/checkm2/databasedownload/**
diff --git a/modules/nf-core/chopper/environment.yml b/modules/nf-core/chopper/environment.yml
index 2195b5eda..ad7348389 100644
--- a/modules/nf-core/chopper/environment.yml
+++ b/modules/nf-core/chopper/environment.yml
@@ -1,3 +1,5 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
 channels:
   - conda-forge
   - bioconda
diff --git a/modules/nf-core/chopper/meta.yml b/modules/nf-core/chopper/meta.yml
index 049cf62d0..096ed1678 100644
--- a/modules/nf-core/chopper/meta.yml
+++ b/modules/nf-core/chopper/meta.yml
@@ -38,13 +38,16 @@ input:
         type: file
         description: FastQ with reads from long read sequencing e.g. PacBio or ONT
         pattern: "*.{fastq.gz}"
-  - - fasta:
-        type: file
-        description: An optional reference fasta file against which to remove reads that align to it.
-        pattern: "*.fasta"
+        ontologies: []
+  - fasta:
+      type: file
+      description: An optional reference fasta file against which to remove reads that
+        align to it.
+      pattern: "*.fasta"
+      ontologies: []
 output:
-  - fastq:
-      - meta:
+  fastq:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -53,11 +56,14 @@ output:
           type: file
           description: Filtered and trimmed FastQ file
           pattern: "*.{fastq.gz}"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@FynnFreyer"
 maintainers:
diff --git a/modules/nf-core/chopper/tests/tags.yml b/modules/nf-core/chopper/tests/tags.yml
deleted file mode 100644
index 89b6233b9..000000000
--- a/modules/nf-core/chopper/tests/tags.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-chopper:
-  - modules/nf-core/chopper/**
diff --git a/modules/nf-core/csvtk/concat/meta.yml b/modules/nf-core/csvtk/concat/meta.yml
index 27ffc1caf..37497b312 100644
--- a/modules/nf-core/csvtk/concat/meta.yml
+++ b/modules/nf-core/csvtk/concat/meta.yml
@@ -22,17 +22,20 @@ input:
         type: file
         description: CSV/TSV formatted files
         pattern: "*.{csv,tsv}"
-  - - in_format:
-        type: string
-        description: Input format (csv, tab, or a delimiting character)
-        pattern: "*"
-  - - out_format:
-        type: string
-        description: Output format (csv, tab, or a delimiting character)
-        pattern: "*"
+        ontologies:
+          - edam: http://edamontology.org/format_3752 # CSV
+          - edam: http://edamontology.org/format_3475 # TSV
+  - in_format:
+      type: string
+      description: Input format (csv, tab, or a delimiting character)
+      pattern: "*"
+  - out_format:
+      type: string
+      description: Output format (csv, tab, or a delimiting character)
+      pattern: "*"
 output:
-  - csv:
-      - meta:
+  csv:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -41,11 +44,16 @@ output:
           type: file
           description: Concatenated CSV/TSV file
           pattern: "*.{csv,tsv}"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "version.yml"
+          ontologies:
+            - edam: http://edamontology.org/format_3752 # CSV
+            - edam: http://edamontology.org/format_3475 # TSV
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "version.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@rpetit3"
 maintainers:
diff --git a/modules/nf-core/flye/environment.yml b/modules/nf-core/flye/environment.yml
index 87b97eb89..cbad0b1c1 100644
--- a/modules/nf-core/flye/environment.yml
+++ b/modules/nf-core/flye/environment.yml
@@ -1,3 +1,5 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
 channels:
   - conda-forge
   - bioconda
diff --git a/modules/nf-core/flye/main.nf b/modules/nf-core/flye/main.nf
index 8803655d4..fecab1943 100644
--- a/modules/nf-core/flye/main.nf
+++ b/modules/nf-core/flye/main.nf
@@ -4,8 +4,8 @@ process FLYE {
 
     conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'oras://community.wave.seqera.io/library/flye:2.9.5--eb07d7b7094f222c' :
-        'community.wave.seqera.io/library/flye:2.9.5--0221998e9c3ec606' }"
+        'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/fa/fa1c1e961de38d24cf36c424a8f4a9920ddd07b63fdb4cfa51c9e3a593c3c979/data' :
+        'community.wave.seqera.io/library/flye:2.9.5--d577924c8416ccd8' }"
 
     input:
     tuple val(meta), path(reads)
diff --git a/modules/nf-core/flye/meta.yml b/modules/nf-core/flye/meta.yml
index 1e33c275d..8e338b6c5 100644
--- a/modules/nf-core/flye/meta.yml
+++ b/modules/nf-core/flye/meta.yml
@@ -27,13 +27,15 @@ input:
         description: Input reads from Oxford Nanopore or PacBio data in FASTA/FASTQ
           format.
         pattern: "*.{fasta,fastq,fasta.gz,fastq.gz,fa,fq,fa.gz,fq.gz}"
-  - - mode:
-        type: string
-        description: Flye mode depending on the input data (source and error rate)
-        pattern: "--pacbio-raw|--pacbio-corr|--pacbio-hifi|--nano-raw|--nano-corr|--nano-hq"
+        ontologies:
+          - edam: http://edamontology.org/format_1930 # FASTQ
+  - mode:
+      type: string
+      description: Flye mode depending on the input data (source and error rate)
+      pattern: "--pacbio-raw|--pacbio-corr|--pacbio-hifi|--nano-raw|--nano-corr|--nano-hq"
 output:
-  - fasta:
-      - meta:
+  fasta:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -42,8 +44,10 @@ output:
           type: file
           description: Assembled FASTA file
           pattern: "*.fasta.gz"
-  - gfa:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  gfa:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -52,8 +56,10 @@ output:
           type: file
           description: Repeat graph in gfa format
           pattern: "*.gfa.gz"
-  - gv:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  gv:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -62,8 +68,10 @@ output:
           type: file
           description: Repeat graph in gv format
           pattern: "*.gv.gz"
-  - txt:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  txt:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -72,8 +80,9 @@ output:
           type: file
           description: Extra information and statistics about resulting contigs
           pattern: "*.txt"
-  - log:
-      - meta:
+          ontologies: []
+  log:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -82,8 +91,9 @@ output:
           type: file
           description: Flye log file
           pattern: "*.log"
-  - json:
-      - meta:
+          ontologies: []
+  json:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -92,11 +102,15 @@ output:
           type: file
           description: Flye parameters
           pattern: "*.json"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies:
+            - edam: http://edamontology.org/format_3464 # JSON
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@mirpedrol"
 maintainers:
diff --git a/modules/nf-core/flye/tests/tags.yml b/modules/nf-core/flye/tests/tags.yml
deleted file mode 100644
index 31103d137..000000000
--- a/modules/nf-core/flye/tests/tags.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-flye:
-  - modules/nf-core/flye/**
diff --git a/modules/nf-core/gunzip/meta.yml b/modules/nf-core/gunzip/meta.yml
index 69d310245..926bb22ac 100644
--- a/modules/nf-core/gunzip/meta.yml
+++ b/modules/nf-core/gunzip/meta.yml
@@ -21,21 +21,26 @@ input:
         type: file
         description: File to be compressed/uncompressed
         pattern: "*.*"
+        ontologies: []
 output:
-  - gunzip:
-      - meta:
+  gunzip:
+    - - meta:
           type: file
           description: Compressed/uncompressed file
           pattern: "*.*"
+          ontologies: []
       - ${gunzip}:
           type: file
           description: Compressed/uncompressed file
           pattern: "*.*"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@joseespinosa"
   - "@drpatelh"
diff --git a/modules/nf-core/maxbin2/meta.yml b/modules/nf-core/maxbin2/meta.yml
index 9546afb1a..62a1710ee 100644
--- a/modules/nf-core/maxbin2/meta.yml
+++ b/modules/nf-core/maxbin2/meta.yml
@@ -29,18 +29,21 @@ input:
         type: file
         description: Multi FASTA file containing assembled contigs of a given sample
         pattern: "*.fasta"
+        ontologies: []
     - reads:
         type: file
         description: Reads used to assemble contigs in FASTA or FASTQ format. Do not
           supply at the same time as abundance files.
         pattern: "*.fasta"
+        ontologies: []
     - abund:
         type: list
-        description: One or more contig abundance files, i.e. average depth of reads against each contig. See MaxBin2
-          README for details. Do not supply at the same time as read files.
+        description: One or more contig abundance files, i.e. average depth of reads
+          against each contig. See MaxBin2 README for details. Do not supply at the
+          same time as read files.
 output:
-  - binned_fastas:
-      - meta:
+  binned_fastas:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -49,8 +52,10 @@ output:
           type: file
           description: Binned contigs, one per bin designated with numeric IDs
           pattern: "*.fasta.gz"
-  - summary:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  summary:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -60,8 +65,9 @@ output:
           description: Summary file describing which contigs are being classified into
             which bin
           pattern: "*.summary"
-  - abundance:
-      - meta:
+          ontologies: []
+  abundance:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -71,8 +77,9 @@ output:
           description: Abundance of each bin if multiple abundance files were supplied
             which bin
           pattern: "*.abundance"
-  - log:
-      - meta:
+          ontologies: []
+  log:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -81,8 +88,10 @@ output:
           type: file
           description: Log file recording the core steps of MaxBin algorithm
           pattern: "*.log.gz"
-  - marker_counts:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  marker_counts:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -91,19 +100,23 @@ output:
           type: file
           description: Marker counts
           pattern: "*.marker.gz"
-  - unbinned_fasta:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  unbinned_fasta:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. [ id:'test', single_end:false ]
       - "*.noclass.gz":
           type: file
-          description: All sequences that pass the minimum length threshold but are not
-            classified successfully.
+          description: All sequences that pass the minimum length threshold but are
+            not classified successfully.
           pattern: "*.noclass.gz"
-  - tooshort_fasta:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  tooshort_fasta:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -112,8 +125,10 @@ output:
           type: file
           description: All sequences that do not meet the minimum length threshold.
           pattern: "*.tooshort.gz"
-  - marker_bins:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  marker_bins:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -122,8 +137,10 @@ output:
           type: file
           description: Marker bins
           pattern: "*_bin.tar.gz"
-  - marker_genes:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  marker_genes:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -132,11 +149,15 @@ output:
           type: file
           description: Marker genes
           pattern: "*_gene.tar.gz"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@jfy133"
 maintainers:
diff --git a/modules/nf-core/megahit/meta.yml b/modules/nf-core/megahit/meta.yml
index 04dab4c22..cb38c73ff 100644
--- a/modules/nf-core/megahit/meta.yml
+++ b/modules/nf-core/megahit/meta.yml
@@ -35,14 +35,16 @@ input:
         description: |
           A single or list of input FastQ files for single-end or R1 of paired-end library(s),
           respectively in gzipped or uncompressed FASTQ or FASTA format.
+        ontologies: []
     - reads2:
         type: file
         description: |
           A single or list of input FastQ files for R2 of paired-end library(s),
           respectively in gzipped or uncompressed FASTQ or FASTA format.
+        ontologies: []
 output:
-  - contigs:
-      - meta:
+  contigs:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -51,8 +53,10 @@ output:
           type: file
           description: Final final contigs result of the assembly in FASTA format.
           pattern: "*.contigs.fa.gz"
-  - k_contigs:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  k_contigs:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -61,8 +65,10 @@ output:
           type: file
           description: Contigs assembled from the de Bruijn graph of order-K
           pattern: "k*.contigs.fa.gz"
-  - addi_contigs:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  addi_contigs:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -72,8 +78,10 @@ output:
           description: Contigs assembled after iteratively removing local low coverage
             unitigs in the de Bruijn graph of order-K
           pattern: "k*.addi.fa.gz"
-  - local_contigs:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  local_contigs:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -82,19 +90,23 @@ output:
           type: file
           description: Contigs of the locally assembled contigs for k=K
           pattern: "k*.local.fa.gz"
-  - kfinal_contigs:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  kfinal_contigs:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. [ id:'test', single_end:false ]
       - intermediate_contigs/k*.final.contigs.fa.gz:
           type: file
-          description: Stand-alone contigs for k=K; if local assembly is turned on, the
-            file will be empty
+          description: Stand-alone contigs for k=K; if local assembly is turned on,
+            the file will be empty
           pattern: "k*.final.contigs.fa.gz"
-  - log:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  log:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -103,11 +115,14 @@ output:
           type: file
           description: Log file containing statistics of the assembly output
           pattern: "*.log"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@jfy133"
 maintainers:
diff --git a/modules/nf-core/megahit/tests/tags.yml b/modules/nf-core/megahit/tests/tags.yml
deleted file mode 100644
index 9e8658464..000000000
--- a/modules/nf-core/megahit/tests/tags.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-megahit:
-  - "modules/nf-core/megahit/**"
diff --git a/modules/nf-core/nanoq/environment.yml b/modules/nf-core/nanoq/environment.yml
index 1a95d24e4..8df817322 100644
--- a/modules/nf-core/nanoq/environment.yml
+++ b/modules/nf-core/nanoq/environment.yml
@@ -4,4 +4,4 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
-  - "bioconda::nanoq=0.10.0"
+  - bioconda::nanoq=0.10.0
diff --git a/modules/nf-core/nanoq/main.nf b/modules/nf-core/nanoq/main.nf
index 6d35a4073..e0614f6a6 100644
--- a/modules/nf-core/nanoq/main.nf
+++ b/modules/nf-core/nanoq/main.nf
@@ -1,32 +1,32 @@
 process NANOQ {
-    tag "$meta.id"
+    tag "${meta.id}"
     label 'process_low'
 
     conda "${moduleDir}/environment.yml"
-    container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/nanoq:0.10.0--h031d066_2' :
-        'biocontainers/nanoq:0.10.0--h031d066_2'}"
+    container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
+        ? 'https://depot.galaxyproject.org/singularity/nanoq:0.10.0--h031d066_2'
+        : 'biocontainers/nanoq:0.10.0--h031d066_2'}"
 
     input:
     tuple val(meta), path(ontreads)
     val(output_format) //One of the following: fastq, fastq.gz, fastq.bz2, fastq.lzma, fasta, fasta.gz, fasta.bz2, fasta.lzma.
 
     output:
-    tuple val(meta), path("*.{stats,json}")                                           , emit: stats
-    tuple val(meta), path("*_filtered.${output_format}")                              , emit: reads
-    path "versions.yml"                                                               , emit: versions
+    tuple val(meta), path("*.{stats,json}")            , emit: stats
+    tuple val(meta), path("${prefix}.${output_format}"), emit: reads
+    path "versions.yml"                                , emit: versions
 
     when:
     task.ext.when == null || task.ext.when
 
     script:
     def args = task.ext.args ?: ''
-    def prefix = task.ext.prefix ?: "${meta.id}_filtered"
+    prefix = task.ext.prefix ?: "${meta.id}_filtered"
     """
-    nanoq -i $ontreads \\
+    nanoq -i ${ontreads} \\
         ${args} \\
         -r ${prefix}.stats \\
-        -o ${prefix}.$output_format
+        -o ${prefix}.${output_format}
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
@@ -36,9 +36,9 @@ process NANOQ {
 
     stub:
     def args = task.ext.args ?: ''
-    def prefix = task.ext.prefix ?: "${meta.id}_filtered"
+    prefix = task.ext.prefix ?: "${meta.id}_filtered"
     """
-    echo "" | gzip > ${prefix}.$output_format
+    echo "" | gzip > ${prefix}.${output_format}
     touch ${prefix}.stats
 
     cat <<-END_VERSIONS > versions.yml
diff --git a/modules/nf-core/nanoq/meta.yml b/modules/nf-core/nanoq/meta.yml
index 0ff2b9b4e..bc85265f2 100644
--- a/modules/nf-core/nanoq/meta.yml
+++ b/modules/nf-core/nanoq/meta.yml
@@ -27,13 +27,15 @@ input:
         type: file
         description: Compressed or uncompressed nanopore reads in fasta or fastq formats.
         pattern: "*.{fa,fna,faa,fasta,fq,fastq}{,.gz,.bz2,.xz}"
-  - - output_format:
-        type: string
-        description: "Specifies the output format. One of these formats: fasta, fastq;
-          fasta.gz, fastq.gz; fasta.bz2, fastq.bz2; fasta.lzma, fastq.lzma."
+        ontologies:
+          - edam: http://edamontology.org/format_1930 # FASTQ
+  - output_format:
+      type: string
+      description: "Specifies the output format. One of these formats: fasta, fastq;
+        fasta.gz, fastq.gz; fasta.bz2, fastq.bz2; fasta.lzma, fastq.lzma."
 output:
-  - stats:
-      - meta:
+  stats:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -42,21 +44,27 @@ output:
           type: file
           description: Summary report of reads statistics.
           pattern: "*.{stats,json}"
-  - reads:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3464 # JSON
+  reads:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. `[ id:'sample1', single_end:false ]`
-      - "*_filtered.${output_format}":
+      - ${prefix}.${output_format}:
           type: file
           description: Filtered reads.
           pattern: "*.{fasta,fastq}{,.gz,.bz2,.lzma}"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies:
+            - edam: http://edamontology.org/format_1930 # FASTQ
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@LilyAnderssonLee"
 maintainers:
diff --git a/modules/nf-core/nanoq/tests/tags.yml b/modules/nf-core/nanoq/tests/tags.yml
deleted file mode 100644
index 37457df17..000000000
--- a/modules/nf-core/nanoq/tests/tags.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-nanoq:
-  - "modules/nf-core/nanoq/**"
diff --git a/modules/nf-core/prokka/meta.yml b/modules/nf-core/prokka/meta.yml
index 907457355..c6abb5f00 100644
--- a/modules/nf-core/prokka/meta.yml
+++ b/modules/nf-core/prokka/meta.yml
@@ -21,15 +21,18 @@ input:
         type: file
         description: |
           FASTA file to be annotated. Has to contain at least a non-empty string dummy value.
-  - - proteins:
-        type: file
-        description: FASTA file of trusted proteins to first annotate from (optional)
-  - - prodigal_tf:
-        type: file
-        description: Training file to use for Prodigal (optional)
+        ontologies: []
+  - proteins:
+      type: file
+      description: FASTA file of trusted proteins to first annotate from (optional)
+      ontologies: []
+  - prodigal_tf:
+      type: file
+      description: Training file to use for Prodigal (optional)
+      ontologies: []
 output:
-  - gff:
-      - meta:
+  gff:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -38,8 +41,9 @@ output:
           type: file
           description: annotation in GFF3 format, containing both sequences and annotations
           pattern: "*.{gff}"
-  - gbk:
-      - meta:
+          ontologies: []
+  gbk:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -48,8 +52,9 @@ output:
           type: file
           description: annotation in GenBank format, containing both sequences and annotations
           pattern: "*.{gbk}"
-  - fna:
-      - meta:
+          ontologies: []
+  fna:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -58,8 +63,9 @@ output:
           type: file
           description: nucleotide FASTA file of the input contig sequences
           pattern: "*.{fna}"
-  - faa:
-      - meta:
+          ontologies: []
+  faa:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -68,19 +74,21 @@ output:
           type: file
           description: protein FASTA file of the translated CDS sequences
           pattern: "*.{faa}"
-  - ffn:
-      - meta:
+          ontologies: []
+  ffn:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. [ id:'test', single_end:false ]
       - ${prefix}/*.ffn:
           type: file
-          description: nucleotide FASTA file of all the prediction transcripts (CDS, rRNA,
-            tRNA, tmRNA, misc_RNA)
+          description: nucleotide FASTA file of all the prediction transcripts (CDS,
+            rRNA, tRNA, tmRNA, misc_RNA)
           pattern: "*.{ffn}"
-  - sqn:
-      - meta:
+          ontologies: []
+  sqn:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -89,19 +97,21 @@ output:
           type: file
           description: an ASN1 format "Sequin" file for submission to Genbank
           pattern: "*.{sqn}"
-  - fsa:
-      - meta:
+          ontologies: []
+  fsa:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. [ id:'test', single_end:false ]
       - ${prefix}/*.fsa:
           type: file
-          description: nucleotide FASTA file of the input contig sequences, used by "tbl2asn"
-            to create the .sqn file
+          description: nucleotide FASTA file of the input contig sequences, used by
+            "tbl2asn" to create the .sqn file
           pattern: "*.{fsa}"
-  - tbl:
-      - meta:
+          ontologies: []
+  tbl:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -110,8 +120,9 @@ output:
           type: file
           description: feature Table file, used by "tbl2asn" to create the .sqn file
           pattern: "*.{tbl}"
-  - err:
-      - meta:
+          ontologies: []
+  err:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -120,8 +131,9 @@ output:
           type: file
           description: unacceptable annotations - the NCBI discrepancy report.
           pattern: "*.{err}"
-  - log:
-      - meta:
+          ontologies: []
+  log:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -130,8 +142,9 @@ output:
           type: file
           description: contains all the output that Prokka produced during its run
           pattern: "*.{log}"
-  - txt:
-      - meta:
+          ontologies: []
+  txt:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -140,8 +153,9 @@ output:
           type: file
           description: statistics relating to the annotated features found
           pattern: "*.{txt}"
-  - tsv:
-      - meta:
+          ontologies: []
+  tsv:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -150,11 +164,15 @@ output:
           type: file
           description: tab-separated file of all features (locus_tag,ftype,len_bp,gene,EC_number,COG,product)
           pattern: "*.{tsv}"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@rpetit3"
 maintainers:
diff --git a/modules/nf-core/prokka/tests/tags.yml b/modules/nf-core/prokka/tests/tags.yml
deleted file mode 100644
index a2dc7bdc5..000000000
--- a/modules/nf-core/prokka/tests/tags.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-prokka:
-  - "modules/nf-core/prokka/**"
diff --git a/modules/nf-core/seqkit/stats/meta.yml b/modules/nf-core/seqkit/stats/meta.yml
index 418aa81e9..172581bd8 100644
--- a/modules/nf-core/seqkit/stats/meta.yml
+++ b/modules/nf-core/seqkit/stats/meta.yml
@@ -25,9 +25,11 @@ input:
         description: >
           Either FASTA or FASTQ files.
         pattern: "*.{fa,fna,faa,fasta,fq,fastq}[.gz]"
+        ontologies:
+          - edam: http://edamontology.org/format_1930 # FASTQ
 output:
-  - stats:
-      - meta:
+  stats:
+    - - meta:
           type: map
           description: >
             Groovy Map containing sample information e.g. [ id:'test', single_end:false
@@ -37,11 +39,15 @@ output:
           description: >
             Tab-separated output file with basic sequence statistics.
           pattern: "*.tsv"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@Midnighter"
   - "@heuermh"
diff --git a/modules/nf-core/spades/meta.yml b/modules/nf-core/spades/meta.yml
index ec0df4348..8b83cd5b0 100644
--- a/modules/nf-core/spades/meta.yml
+++ b/modules/nf-core/spades/meta.yml
@@ -28,27 +28,33 @@ input:
           List of input FastQ (Illumina or PacBio CCS reads) files
           of size 1 and 2 for single-end and paired-end data,
           respectively. This input data type is required.
+        ontologies: []
     - pacbio:
         type: file
         description: |
           List of input PacBio CLR FastQ files of size 1.
+        ontologies: []
     - nanopore:
         type: file
         description: |
           List of input FastQ files of size 1, originating from Oxford Nanopore technology.
-  - - yml:
-        type: file
-        description: |
-          Path to yml file containing read information.
-          The raw FASTQ files listed in this YAML file MUST be supplied to the respective illumina/pacbio/nanopore input channel(s) _in addition_ to this YML.
-          File entries in this yml must contain only the file name and no paths.
-        pattern: "*.{yml,yaml}"
-  - - hmm:
-        type: file
-        description: File or directory with amino acid HMMs for Spades HMM-guided mode.
+        ontologies: []
+  - yml:
+      type: file
+      description: |
+        Path to yml file containing read information.
+        The raw FASTQ files listed in this YAML file MUST be supplied to the respective illumina/pacbio/nanopore input channel(s) _in addition_ to this YML.
+        File entries in this yml must contain only the file name and no paths.
+      pattern: "*.{yml,yaml}"
+      ontologies:
+        - edam: http://edamontology.org/format_3750 # YAML
+  - hmm:
+      type: file
+      description: File or directory with amino acid HMMs for Spades HMM-guided mode.
+      ontologies: []
 output:
-  - scaffolds:
-      - meta:
+  scaffolds:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -60,8 +66,8 @@ output:
             Groovy Map containing sample information
             e.g. [ id:'test', single_end:false ]
           pattern: "*.fa.gz"
-  - contigs:
-      - meta:
+  contigs:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -73,8 +79,8 @@ output:
             Groovy Map containing sample information
             e.g. [ id:'test', single_end:false ]
           pattern: "*.fa.gz"
-  - transcripts:
-      - meta:
+  transcripts:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -86,8 +92,8 @@ output:
             Groovy Map containing sample information
             e.g. [ id:'test', single_end:false ]
           pattern: "*.fa.gz"
-  - gene_clusters:
-      - meta:
+  gene_clusters:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -99,48 +105,51 @@ output:
             Groovy Map containing sample information
             e.g. [ id:'test', single_end:false ]
           pattern: "*.fa.gz"
-  - gfa:
-      - meta:
+  gfa:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. [ id:'test', single_end:false ]
-          pattern: "*.gfa.gz"
+          pattern: "*.fa.gz"
       - "*.assembly.gfa.gz":
           type: map
           description: |
             Groovy Map containing sample information
             e.g. [ id:'test', single_end:false ]
           pattern: "*.gfa.gz"
-  - warnings:
-      - meta:
+  warnings:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. [ id:'test', single_end:false ]
+          pattern: "*.fa.gz"
       - "*.warnings.log":
           type: map
           description: |
             Groovy Map containing sample information
             e.g. [ id:'test', single_end:false ]
-  - log:
-      - meta:
+  log:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. [ id:'test', single_end:false ]
-          pattern: "*.spades.log"
+          pattern: "*.fa.gz"
       - "*.spades.log":
           type: map
           description: |
             Groovy Map containing sample information
             e.g. [ id:'test', single_end:false ]
           pattern: "*.spades.log"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@JoseEspinosa"
   - "@drpatelh"
diff --git a/modules/nf-core/tiara/tiara/environment.yml b/modules/nf-core/tiara/tiara/environment.yml
new file mode 100644
index 000000000..ccfc8af7f
--- /dev/null
+++ b/modules/nf-core/tiara/tiara/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - conda-forge::tiara=1.0.3
diff --git a/modules/nf-core/tiara/tiara/main.nf b/modules/nf-core/tiara/tiara/main.nf
index ec28032d1..619be9ec5 100644
--- a/modules/nf-core/tiara/tiara/main.nf
+++ b/modules/nf-core/tiara/tiara/main.nf
@@ -3,7 +3,7 @@ process TIARA_TIARA {
     label 'process_medium'
 
     // WARN: Version information not provided by tool on CLI. Please update version string below when bumping container versions.
-    conda "conda-forge::tiara=1.0.3"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/tiara:1.0.3' :
         'biocontainers/tiara:1.0.3' }"
diff --git a/modules/nf-core/tiara/tiara/meta.yml b/modules/nf-core/tiara/tiara/meta.yml
index 687bb63ea..50509a15d 100644
--- a/modules/nf-core/tiara/tiara/meta.yml
+++ b/modules/nf-core/tiara/tiara/meta.yml
@@ -1,52 +1,76 @@
 name: "tiara_tiara"
-description: Domain-level classification of contigs to bacterial, archaeal, eukaryotic, or organelle
+description: Domain-level classification of contigs to bacterial, archaeal, eukaryotic,
+  or organelle
 keywords:
   - contigs
   - metagenomics
   - classify
 tools:
   - "tiara":
-      description: "Deep-learning-based approach for identification of eukaryotic sequences in the metagenomic data powered by PyTorch."
+      description: "Deep-learning-based approach for identification of eukaryotic sequences
+        in the metagenomic data powered by PyTorch."
       homepage: "https://ibe-uw.github.io/tiara/"
       documentation: https://ibe-uw.github.io/tiara/"
       tool_dev_url: "https://github.com/ibe-uw/tiara"
       doi: "10.1093/bioinformatics/btab672"
-      licence: "MIT"
-
+      licence: ["MIT"]
+      identifier: biotools:tiara-metagenomics
 input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - fasta:
-      type: file
-      description: FASTA file of assembled contigs.
-      pattern: "*.{fa,fa.gz,fasta,fasta.gz,fna,fna.gz}"
-
+  - - meta:
+        type: map
+        description: |
+          Groovy Map containing sample information
+          e.g. [ id:'test', single_end:false ]
+    - fasta:
+        type: file
+        description: FASTA file of assembled contigs.
+        pattern: "*.{fa,fa.gz,fasta,fasta.gz,fna,fna.gz}"
+        ontologies: []
 output:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - classifications:
-      type: file
-      description: TSV file containing per-contig classification probabilities and overall classifications. Gzipped if flag --gz is set.
-      pattern: "*.{txt,txt.gz}"
-  - log:
-      type: file
-      description: Log file containing tiara model parameters. Gzipped if flag --gz is set.
-      pattern: "log_*.{txt,txt.gz}"
-  - fasta:
-      type: file
-      description: |
-        (optional) - fasta files for each domain category specified in command flag `-tf`, containing classified contigs
-      pattern: "*.{fasta,fasta.gz}"
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
-
+  classifications:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - ${prefix}.{txt,txt.gz}:
+          type: file
+          description: TSV file containing per-contig classification probabilities and
+            overall classifications. Gzipped if flag --gz is set.
+          pattern: "*.{txt,txt.gz}"
+          ontologies: []
+  log:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - log_*.{txt,txt.gz}:
+          type: file
+          description: Log file containing tiara model parameters. Gzipped if flag --gz
+            is set.
+          pattern: "log_*.{txt,txt.gz}"
+          ontologies: []
+  fasta:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.{fasta,fasta.gz}":
+          type: file
+          description: |
+            (optional) - fasta files for each domain category specified in command flag `-tf`, containing classified contigs
+          pattern: "*.{fasta,fasta.gz}"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@prototaxites"
+maintainers:
+  - "@prototaxites"
diff --git a/modules/nf-core/tiara/tiara/tests/main.nf.test b/modules/nf-core/tiara/tiara/tests/main.nf.test
new file mode 100644
index 000000000..8a926a56d
--- /dev/null
+++ b/modules/nf-core/tiara/tiara/tests/main.nf.test
@@ -0,0 +1,42 @@
+
+nextflow_process {
+
+    name "Test Process TIARA_TIARA"
+    script "../main.nf"
+    process "TIARA_TIARA"
+    config "./nextflow.config"
+
+    tag "modules"
+    tag "modules_nfcore"
+    tag "tiara"
+    tag "tiara/tiara"
+
+    test("illumina-contigs-fa") {
+
+        when {
+            process {
+                """
+                input[0] = [
+				    [ id:'test', single_end:false ], // meta map
+				    file(params.modules_testdata_base_path + 'genomics/prokaryotes/bacteroides_fragilis/illumina/fasta/test1.contigs.fa.gz', checkIfExists: true)
+				]
+
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+					process.out.classifications,
+					file(process.out.log[0][1]).name,
+					process.out.fasta,
+					process.out.versions
+					).match()
+				}
+            )
+        }
+    }
+
+}
diff --git a/modules/nf-core/tiara/tiara/tests/main.nf.test.snap b/modules/nf-core/tiara/tiara/tests/main.nf.test.snap
new file mode 100644
index 000000000..2e259fa88
--- /dev/null
+++ b/modules/nf-core/tiara/tiara/tests/main.nf.test.snap
@@ -0,0 +1,27 @@
+{
+    "test-tiara-tiara": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.txt:md5,1e4a4d8081c20b2540316fb9fafb5ad3"
+                ]
+            ],
+            "log_test.txt",
+            [
+                
+            ],
+            [
+                "versions.yml:md5,4eeba8074325fb450c1cddd731431cc4"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "24.04.4"
+        },
+        "timestamp": "2024-08-23T09:49:05.091671"
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/tiara/tiara/tests/nextflow.config b/modules/nf-core/tiara/tiara/tests/nextflow.config
new file mode 100644
index 000000000..dee2d0e43
--- /dev/null
+++ b/modules/nf-core/tiara/tiara/tests/nextflow.config
@@ -0,0 +1,5 @@
+process {
+    withName: TIARA_TIARA {
+        ext.args = "--tf bac"
+    }
+}
diff --git a/modules/nf-core/trimmomatic/meta.yml b/modules/nf-core/trimmomatic/meta.yml
index e74014d5d..cd6deb594 100644
--- a/modules/nf-core/trimmomatic/meta.yml
+++ b/modules/nf-core/trimmomatic/meta.yml
@@ -23,9 +23,11 @@ input:
         description: |
           Input FastQ files of size 1 or 2 for single-end and paired-end data, respectively.
         pattern: "*.fastq.gz"
+        ontologies:
+          - edam: http://edamontology.org/format_3989 # GZIP format
 output:
-  - trimmed_reads:
-      - meta:
+  trimmed_reads:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -34,8 +36,10 @@ output:
           type: file
           description: The trimmed/modified paired end fastq reads
           pattern: "*.paired.trim*.fastq.gz"
-  - unpaired_reads:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  unpaired_reads:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -44,8 +48,10 @@ output:
           type: file
           description: The trimmed/modified unpaired end fastq reads
           pattern: "*.unpaired.trim_*.fastq.gz"
-  - trim_log:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  trim_log:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -54,8 +60,9 @@ output:
           type: file
           description: trimmomatic log file, from the trim_log parameter
           pattern: "*.log"
-  - out_log:
-      - meta:
+          ontologies: []
+  out_log:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -64,8 +71,9 @@ output:
           type: file
           description: log of output from the standard out
           pattern: "*.log"
-  - summary:
-      - meta:
+          ontologies: []
+  summary:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -74,11 +82,14 @@ output:
           type: file
           description: trimmomatic summary file of surviving and dropped reads
           pattern: "*.summary"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@alyssa-ab"
 maintainers:
diff --git a/modules/nf-core/untar/meta.yml b/modules/nf-core/untar/meta.yml
index 3a37bb35c..1b6bf491e 100644
--- a/modules/nf-core/untar/meta.yml
+++ b/modules/nf-core/untar/meta.yml
@@ -21,9 +21,12 @@ input:
         type: file
         description: File to be untar
         pattern: "*.{tar}.{gz}"
+        ontologies:
+          - edam: http://edamontology.org/format_3981 # TAR format
+          - edam: http://edamontology.org/format_3989 # GZIP format
 output:
-  - untar:
-      - meta:
+  untar:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -35,11 +38,13 @@ output:
             Groovy Map containing sample information
             e.g. [ id:'test', single_end:false ]
           pattern: "*/"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@joseespinosa"
   - "@drpatelh"
diff --git a/modules/nf-core/untar/untar.diff b/modules/nf-core/untar/untar.diff
index 9dc0e0831..49ec40b20 100644
--- a/modules/nf-core/untar/untar.diff
+++ b/modules/nf-core/untar/untar.diff
@@ -1,4 +1,5 @@
 Changes in component 'nf-core/untar'
+'modules/nf-core/untar/environment.yml' is unchanged
 Changes in 'untar/main.nf':
 --- modules/nf-core/untar/main.nf
 +++ modules/nf-core/untar/main.nf
@@ -41,7 +42,6 @@ Changes in 'untar/main.nf':
              ${archive} \\
 
 'modules/nf-core/untar/meta.yml' is unchanged
-'modules/nf-core/untar/environment.yml' is unchanged
 'modules/nf-core/untar/tests/main.nf.test' is unchanged
 'modules/nf-core/untar/tests/main.nf.test.snap' is unchanged
 ************************************************************

From f9265e9ac3b259d74069a096ad497b8bf224c543 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Fri, 22 Aug 2025 10:52:41 -0300
Subject: [PATCH 061/288] Update modules, round 2

---
 CHANGELOG.md                                  |   1 +
 modules.json                                  |  10 +-
 modules/nf-core/filtlong/environment.yml      |   2 +
 modules/nf-core/filtlong/main.nf              |   2 +-
 modules/nf-core/filtlong/meta.yml             |  27 +++--
 modules/nf-core/metamdbg/asm/meta.yml         |  31 ++---
 modules/nf-core/nanolyse/meta.yml             |  42 ++++---
 modules/nf-core/prodigal/environment.yml      |   2 +
 modules/nf-core/prodigal/main.nf              |   8 +-
 modules/nf-core/prodigal/meta.yml             |  39 ++++---
 modules/nf-core/prodigal/tests/tags.yml       |   2 -
 modules/nf-core/seqtk/mergepe/environment.yml |   7 ++
 modules/nf-core/seqtk/mergepe/main.nf         |  22 +++-
 modules/nf-core/seqtk/mergepe/meta.yml        |  65 ++++++-----
 .../nf-core/seqtk/mergepe/tests/main.nf.test  |  84 ++++++++++++++
 .../seqtk/mergepe/tests/main.nf.test.snap     | 107 ++++++++++++++++++
 16 files changed, 353 insertions(+), 98 deletions(-)
 delete mode 100644 modules/nf-core/prodigal/tests/tags.yml
 create mode 100644 modules/nf-core/seqtk/mergepe/environment.yml
 create mode 100644 modules/nf-core/seqtk/mergepe/tests/main.nf.test
 create mode 100644 modules/nf-core/seqtk/mergepe/tests/main.nf.test.snap

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 40a904c67..c629d975f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -46,6 +46,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 | samtools   |                  | 1.21        |
 | nf-core    | 3.2.0            | 3.3.2       |
 | pydamage   | 0.7.0            | 1.0.0       |
+| seqtk      | 1.3              | 1.4         |
 
 ### `Deprecated`
 
diff --git a/modules.json b/modules.json
index 9b5af9e56..29c1c8214 100644
--- a/modules.json
+++ b/modules.json
@@ -148,7 +148,7 @@
                     },
                     "filtlong": {
                         "branch": "master",
-                        "git_sha": "666652151335353eef2fcd58880bcef5bc2928e1",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "flye": {
@@ -223,7 +223,7 @@
                     },
                     "metamdbg/asm": {
                         "branch": "master",
-                        "git_sha": "c912aa8b29a17d6dbec3fdda71185fbe3e77ba59",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "minimap2/align": {
@@ -248,7 +248,7 @@
                     },
                     "nanolyse": {
                         "branch": "master",
-                        "git_sha": "81880787133db07d9b4c1febd152c090eb8325dc",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "nanoplot": {
@@ -273,7 +273,7 @@
                     },
                     "prodigal": {
                         "branch": "master",
-                        "git_sha": "666652151335353eef2fcd58880bcef5bc2928e1",
+                        "git_sha": "ddb0d667cf6cdee3bab9497241de4bbf6b88d8cc",
                         "installed_by": ["modules"]
                     },
                     "prokka": {
@@ -313,7 +313,7 @@
                     },
                     "seqtk/mergepe": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "spades": {
diff --git a/modules/nf-core/filtlong/environment.yml b/modules/nf-core/filtlong/environment.yml
index 746c83a45..1efde8ebc 100644
--- a/modules/nf-core/filtlong/environment.yml
+++ b/modules/nf-core/filtlong/environment.yml
@@ -1,3 +1,5 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
 channels:
   - conda-forge
   - bioconda
diff --git a/modules/nf-core/filtlong/main.nf b/modules/nf-core/filtlong/main.nf
index 627247fe5..e2efd8785 100644
--- a/modules/nf-core/filtlong/main.nf
+++ b/modules/nf-core/filtlong/main.nf
@@ -28,7 +28,7 @@ process FILTLONG {
         $short_reads \\
         $args \\
         $longreads \\
-        2> >(tee ${prefix}.log >&2) \\
+        2>| >(tee ${prefix}.log >&2) \\
         | gzip -n > ${prefix}.fastq.gz
 
     cat <<-END_VERSIONS > versions.yml
diff --git a/modules/nf-core/filtlong/meta.yml b/modules/nf-core/filtlong/meta.yml
index 804c1b0d3..08ad8acd8 100644
--- a/modules/nf-core/filtlong/meta.yml
+++ b/modules/nf-core/filtlong/meta.yml
@@ -27,13 +27,17 @@ input:
         type: file
         description: fastq file
         pattern: "*.{fq,fastq,fq.gz,fastq.gz}"
+        ontologies:
+          - edam: http://edamontology.org/format_1930 # FASTQ
     - longreads:
         type: file
         description: fastq file
         pattern: "*.{fq,fastq,fq.gz,fastq.gz}"
+        ontologies:
+          - edam: http://edamontology.org/format_1930 # FASTQ
 output:
-  - reads:
-      - meta:
+  reads:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -42,8 +46,10 @@ output:
           type: file
           description: Filtered (compressed) fastq file
           pattern: "*.fastq.gz"
-  - log:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  log:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -52,11 +58,14 @@ output:
           type: file
           description: Standard error logging file containing summary statistics
           pattern: "*.log"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@d4straub"
   - "@sofstam"
diff --git a/modules/nf-core/metamdbg/asm/meta.yml b/modules/nf-core/metamdbg/asm/meta.yml
index 2bf7f17b7..f07384bc1 100644
--- a/modules/nf-core/metamdbg/asm/meta.yml
+++ b/modules/nf-core/metamdbg/asm/meta.yml
@@ -30,14 +30,15 @@ input:
           gzipped)
         pattern: "*.{fa,fasta,fa.gz,fasta.gz}"
 
-  - - input_type:
-        type: string
-        description: Sequencing technology for reads - either "hifi" for PacBio HiFi
-          reads or "ont" for Oxford Nanopore reads.
+        ontologies: []
+  - input_type:
+      type: string
+      description: Sequencing technology for reads - either "hifi" for PacBio HiFi reads
+        or "ont" for Oxford Nanopore reads.
 
 output:
-  - contigs:
-      - meta:
+  contigs:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -47,8 +48,9 @@ output:
           description: |
             Gzipped fasta file containing the assembled contigs from the input
             reads.
-  - log:
-      - meta:
+          ontologies: []
+  log:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -56,11 +58,14 @@ output:
       - "*.metaMDBG.log":
           type: file
           description: Log file describing the metaMDBG run.
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@prototaxites"
 maintainers:
diff --git a/modules/nf-core/nanolyse/meta.yml b/modules/nf-core/nanolyse/meta.yml
index b0db2b7f8..3ab8a552e 100644
--- a/modules/nf-core/nanolyse/meta.yml
+++ b/modules/nf-core/nanolyse/meta.yml
@@ -23,14 +23,17 @@ input:
         description: |
           Basecalled reads in FASTQ.GZ format
         pattern: "*.fastq.gz"
-  - - fasta:
-        type: file
-        description: |
-          A reference fasta file against which to filter.
-        pattern: "*.fasta"
+        ontologies:
+          - edam: http://edamontology.org/format_3989 # GZIP format
+  - fasta:
+      type: file
+      description: |
+        A reference fasta file against which to filter.
+      pattern: "*.fasta"
+      ontologies: []
 output:
-  - fastq:
-      - meta:
+  fastq:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -39,16 +42,21 @@ output:
           type: file
           description: Reads with contaminants removed in FASTQ format
           pattern: "*.fastq.gz"
-  - log:
-      - "*.log":
-          type: file
-          description: Log of the Nanolyse run.
-          pattern: "*.log"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  log:
+    - "*.log":
+        type: file
+        description: Log of the Nanolyse run.
+        pattern: "*.log"
+        ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@yuukiiwa"
 maintainers:
diff --git a/modules/nf-core/prodigal/environment.yml b/modules/nf-core/prodigal/environment.yml
index 7609bf3bd..b2c7efcf6 100644
--- a/modules/nf-core/prodigal/environment.yml
+++ b/modules/nf-core/prodigal/environment.yml
@@ -1,3 +1,5 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
 channels:
   - conda-forge
   - bioconda
diff --git a/modules/nf-core/prodigal/main.nf b/modules/nf-core/prodigal/main.nf
index 49ced167f..57fca76a8 100644
--- a/modules/nf-core/prodigal/main.nf
+++ b/modules/nf-core/prodigal/main.nf
@@ -49,10 +49,10 @@ process PRODIGAL {
     def args = task.ext.args   ?: ''
     prefix   = task.ext.prefix ?: "${meta.id}"
     """
-    touch ${prefix}.fna.gz
-    touch ${prefix}.${output_format}.gz
-    touch ${prefix}.faa.gz
-    touch ${prefix}_all.txt.gz
+    echo "" | gzip > ${prefix}.fna.gz
+    echo "" | gzip > ${prefix}.${output_format}.gz
+    echo "" | gzip > ${prefix}.faa.gz
+    echo "" | gzip > ${prefix}_all.txt.gz
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/modules/nf-core/prodigal/meta.yml b/modules/nf-core/prodigal/meta.yml
index 7d3d459ee..4cda0a391 100644
--- a/modules/nf-core/prodigal/meta.yml
+++ b/modules/nf-core/prodigal/meta.yml
@@ -24,12 +24,13 @@ input:
     - genome:
         type: file
         description: fasta/fasta.gz file
-  - - output_format:
-        type: string
-        description: Output format ("gbk"/"gff"/"sqn"/"sco")
+        ontologies: []
+  - output_format:
+      type: string
+      description: Output format ("gbk"/"gff"/"sqn"/"sco")
 output:
-  - gene_annotations:
-      - meta:
+  gene_annotations:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -38,8 +39,9 @@ output:
           type: file
           description: gene annotations in output_format given as input
           pattern: "*.{output_format}"
-  - nucleotide_fasta:
-      - meta:
+          ontologies: []
+  nucleotide_fasta:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -48,8 +50,9 @@ output:
           type: file
           description: nucleotide sequences file
           pattern: "*.{fna}"
-  - amino_acid_fasta:
-      - meta:
+          ontologies: []
+  amino_acid_fasta:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -58,8 +61,9 @@ output:
           type: file
           description: protein translations file
           pattern: "*.{faa}"
-  - all_gene_annotations:
-      - meta:
+          ontologies: []
+  all_gene_annotations:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -68,11 +72,14 @@ output:
           type: file
           description: complete starts file
           pattern: "*.{_all.txt}"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@grst"
 maintainers:
diff --git a/modules/nf-core/prodigal/tests/tags.yml b/modules/nf-core/prodigal/tests/tags.yml
deleted file mode 100644
index fc0cb0208..000000000
--- a/modules/nf-core/prodigal/tests/tags.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-prodigal:
-  - "modules/nf-core/prodigal/**"
diff --git a/modules/nf-core/seqtk/mergepe/environment.yml b/modules/nf-core/seqtk/mergepe/environment.yml
new file mode 100644
index 000000000..b1d11cbd2
--- /dev/null
+++ b/modules/nf-core/seqtk/mergepe/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::seqtk=1.4
diff --git a/modules/nf-core/seqtk/mergepe/main.nf b/modules/nf-core/seqtk/mergepe/main.nf
index 6a4362e5b..4fcf0aa70 100644
--- a/modules/nf-core/seqtk/mergepe/main.nf
+++ b/modules/nf-core/seqtk/mergepe/main.nf
@@ -2,17 +2,17 @@ process SEQTK_MERGEPE {
     tag "$meta.id"
     label 'process_single'
 
-    conda "bioconda::seqtk=1.3"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/seqtk:1.3--h5bf99c6_3' :
-        'biocontainers/seqtk:1.3--h5bf99c6_3' }"
+        'https://depot.galaxyproject.org/singularity/seqtk:1.4--he4a0461_1' :
+        'biocontainers/seqtk:1.4--he4a0461_1' }"
 
     input:
     tuple val(meta), path(reads)
 
     output:
-    tuple val(meta), path("*.fastq.gz"), emit: reads
-    path "versions.yml"          , emit: versions
+    tuple val(meta), path("*.fastq.gz") , emit: reads
+    path "versions.yml"                 , emit: versions
 
     when:
     task.ext.when == null || task.ext.when
@@ -43,4 +43,16 @@ process SEQTK_MERGEPE {
         END_VERSIONS
         """
     }
+
+    stub:
+    def prefix = task.ext.prefix ?: "${meta.id}"
+
+    """
+    echo "" | gzip > ${prefix}.fastq.gz
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        seqtk: \$(echo \$(seqtk 2>&1) | sed 's/^.*Version: //; s/ .*\$//')
+    END_VERSIONS
+    """
 }
diff --git a/modules/nf-core/seqtk/mergepe/meta.yml b/modules/nf-core/seqtk/mergepe/meta.yml
index 8248ee09f..f36c925b8 100644
--- a/modules/nf-core/seqtk/mergepe/meta.yml
+++ b/modules/nf-core/seqtk/mergepe/meta.yml
@@ -2,39 +2,52 @@ name: seqtk_mergepe
 description: Interleave pair-end reads from FastQ files
 keywords:
   - interleave
+  - merge
+  - fastx
 tools:
   - seqtk:
-      description: Seqtk is a fast and lightweight tool for processing sequences in the FASTA or FASTQ format. Seqtk mergepe command merges pair-end reads into one interleaved file.
+      description: Seqtk is a fast and lightweight tool for processing sequences in
+        the FASTA or FASTQ format. Seqtk mergepe command merges pair-end reads into
+        one interleaved file.
       homepage: https://github.com/lh3/seqtk
       documentation: https://docs.csc.fi/apps/seqtk/
       tool_dev_url: https://github.com/lh3/seqtk
       licence: ["MIT"]
-
+      identifier: biotools:seqtk
 input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - reads:
-      type: file
-      description: List of input FastQ files of size 1 and 2 for single-end and paired-end data,respectively.
-      pattern: "*.{fastq.gz}"
-
+  - - meta:
+        type: map
+        description: |
+          Groovy Map containing sample information
+          e.g. [ id:'test', single_end:false ]
+    - reads:
+        type: file
+        description: List of input FastQ files of size 1 and 2 for single-end and paired-end
+          data,respectively.
+        pattern: "*.{fastq.gz}"
+        ontologies: []
 output:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
-  - reads:
-      type: file
-      description: If single-end reads, the output is the same as the input, 1 FastQ file for each read. If pair-end reads, the read pairs will be interleaved and output as 1 FastQ file for each read pair.
-      pattern: "*.{fastq.gz}"
-
+  reads:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.fastq.gz":
+          type: file
+          description: If single-end reads, the output is the same as the input, 1 FastQ
+            file for each read. If pair-end reads, the read pairs will be interleaved
+            and output as 1 FastQ file for each read pair.
+          pattern: "*.{fastq.gz}"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@emnilsson"
+maintainers:
+  - "@emnilsson"
diff --git a/modules/nf-core/seqtk/mergepe/tests/main.nf.test b/modules/nf-core/seqtk/mergepe/tests/main.nf.test
new file mode 100644
index 000000000..b55ab3e62
--- /dev/null
+++ b/modules/nf-core/seqtk/mergepe/tests/main.nf.test
@@ -0,0 +1,84 @@
+nextflow_process {
+
+    name "Test Process SEQTK_MERGEPE"
+    script "modules/nf-core/seqtk/mergepe/main.nf"
+    process "SEQTK_MERGEPE"
+
+    tag "modules"
+    tag "modules_nfcore"
+    tag "seqtk"
+    tag "seqtk/mergepe"
+
+    test("mergepe_single_end") {
+
+        when {
+            process {
+                """
+                input[0] =  [
+                                [ id:'test', single_end:true ],
+                                file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true)
+                            ]
+                """
+            }
+        }
+
+        then {
+            assertAll (
+                { assert process.success },
+                { assert snapshot(process.out).match() },
+                { assert snapshot(
+                            file(process.out.reads[0][1]).name
+                                ).match("single_end")
+                }
+            )
+        }
+    }
+
+    test("mergepe_paired_end") {
+
+        when {
+            process {
+                """
+                input[0] =  [
+                                [ id:'test', single_end:false ], // meta map
+                                [   file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true),
+                                    file(params.test_data['sarscov2']['illumina']['test_2_fastq_gz'], checkIfExists: true)
+                                ]
+                            ]
+                """
+            }
+        }
+
+        then {
+            assertAll (
+                { assert process.success },
+                { assert snapshot(process.out).match() },
+                { assert snapshot(
+                            file(process.out.reads[0][1]).name
+                                ).match("paired_end")
+                }
+            )
+        }
+    }
+
+    test("mergepe_single_end_stub") {
+        options "-stub"
+        when {
+            process {
+                """
+                input[0] =  [
+                                [ id:'test', single_end:true ],
+                                file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true)
+                            ]
+                """
+            }
+        }
+
+        then {
+            assertAll (
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+}
diff --git a/modules/nf-core/seqtk/mergepe/tests/main.nf.test.snap b/modules/nf-core/seqtk/mergepe/tests/main.nf.test.snap
new file mode 100644
index 000000000..12429bda1
--- /dev/null
+++ b/modules/nf-core/seqtk/mergepe/tests/main.nf.test.snap
@@ -0,0 +1,107 @@
+{
+    "mergepe_single_end": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastq.gz:md5,4161df271f9bfcd25d5845a1e220dbec"
+                    ]
+                ],
+                "1": [
+                    "versions.yml:md5,d07071ee60bbad7c7e31fed6a86323ea"
+                ],
+                "reads": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastq.gz:md5,4161df271f9bfcd25d5845a1e220dbec"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,d07071ee60bbad7c7e31fed6a86323ea"
+                ]
+            }
+        ],
+        "timestamp": "2024-02-22T16:01:25.396011"
+    },
+    "mergepe_paired_end": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastq.gz:md5,efe40fe3df38b5a1c469890e5ad19874"
+                    ]
+                ],
+                "1": [
+                    "versions.yml:md5,d07071ee60bbad7c7e31fed6a86323ea"
+                ],
+                "reads": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastq.gz:md5,efe40fe3df38b5a1c469890e5ad19874"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,d07071ee60bbad7c7e31fed6a86323ea"
+                ]
+            }
+        ],
+        "timestamp": "2024-02-22T16:01:34.069006"
+    },
+    "mergepe_single_end_stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "1": [
+                    "versions.yml:md5,d07071ee60bbad7c7e31fed6a86323ea"
+                ],
+                "reads": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,d07071ee60bbad7c7e31fed6a86323ea"
+                ]
+            }
+        ],
+        "timestamp": "2024-02-22T16:01:42.177373"
+    },
+    "single_end": {
+        "content": [
+            "test.fastq.gz"
+        ],
+        "timestamp": "2024-02-22T16:01:25.470864"
+    },
+    "paired_end": {
+        "content": [
+            "test.fastq.gz"
+        ],
+        "timestamp": "2024-02-22T16:01:34.110324"
+    }
+}
\ No newline at end of file

From ea361906c3a1fe3a6f5f5a52b11f98c947c70c4a Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Fri, 22 Aug 2025 11:10:34 -0300
Subject: [PATCH 062/288] Update modules, round 3

---
 CHANGELOG.md                                  |   2 +-
 modules.json                                  |  10 +-
 .../nf-core/minimap2/align/environment.yml    |   7 +-
 modules/nf-core/minimap2/align/main.nf        |   4 +-
 modules/nf-core/minimap2/align/meta.yml       |  57 ++++----
 .../minimap2/align/tests/main.nf.test.snap    | 122 +++++++++---------
 modules/nf-core/minimap2/align/tests/tags.yml |   2 -
 .../nf-core/minimap2/index/environment.yml    |   4 +-
 modules/nf-core/minimap2/index/main.nf        |   4 +-
 modules/nf-core/minimap2/index/meta.yml       |  18 ++-
 .../minimap2/index/tests/main.nf.test.snap    |  43 +-----
 modules/nf-core/minimap2/index/tests/tags.yml |   2 -
 modules/nf-core/samtools/faidx/meta.yml       |  52 ++++----
 modules/nf-core/samtools/index/main.nf        |   2 +-
 modules/nf-core/samtools/index/meta.yml       |  28 ++--
 modules/nf-core/samtools/stats/meta.yml       |  20 ++-
 16 files changed, 187 insertions(+), 190 deletions(-)
 delete mode 100644 modules/nf-core/minimap2/align/tests/tags.yml
 delete mode 100644 modules/nf-core/minimap2/index/tests/tags.yml

diff --git a/CHANGELOG.md b/CHANGELOG.md
index c629d975f..e45282fd1 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -42,7 +42,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 | nanolyse   | 1.41.6           | 1.44.1      |
 | flye       |                  | 2.9.5       |
 | metamdbg   |                  | 1.0         |
-| minimap2   |                  | 2.28        |
+| minimap2   |                  | 2.29        |
 | samtools   |                  | 1.21        |
 | nf-core    | 3.2.0            | 3.3.2       |
 | pydamage   | 0.7.0            | 1.0.0       |
diff --git a/modules.json b/modules.json
index 29c1c8214..3e4c294f2 100644
--- a/modules.json
+++ b/modules.json
@@ -228,12 +228,12 @@
                     },
                     "minimap2/align": {
                         "branch": "master",
-                        "git_sha": "666652151335353eef2fcd58880bcef5bc2928e1",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "minimap2/index": {
                         "branch": "master",
-                        "git_sha": "666652151335353eef2fcd58880bcef5bc2928e1",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "mmseqs/databases": {
@@ -293,17 +293,17 @@
                     },
                     "samtools/faidx": {
                         "branch": "master",
-                        "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "samtools/index": {
                         "branch": "master",
-                        "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "samtools/stats": {
                         "branch": "master",
-                        "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "seqkit/stats": {
diff --git a/modules/nf-core/minimap2/align/environment.yml b/modules/nf-core/minimap2/align/environment.yml
index dc6476b72..178860612 100644
--- a/modules/nf-core/minimap2/align/environment.yml
+++ b/modules/nf-core/minimap2/align/environment.yml
@@ -1,8 +1,9 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
 channels:
   - conda-forge
   - bioconda
 
 dependencies:
-  - bioconda::htslib=1.20
-  - bioconda::minimap2=2.28
-  - bioconda::samtools=1.20
+  - bioconda::minimap2=2.29
+  - bioconda::samtools=1.21
diff --git a/modules/nf-core/minimap2/align/main.nf b/modules/nf-core/minimap2/align/main.nf
index d82dc14d9..2503a06d5 100644
--- a/modules/nf-core/minimap2/align/main.nf
+++ b/modules/nf-core/minimap2/align/main.nf
@@ -5,8 +5,8 @@ process MINIMAP2_ALIGN {
     // Note: the versions here need to match the versions used in the mulled container below and minimap2/index
     conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/mulled-v2-66534bcbb7031a148b13e2ad42583020b9cd25c4:3161f532a5ea6f1dec9be5667c9efc2afdac6104-0' :
-        'biocontainers/mulled-v2-66534bcbb7031a148b13e2ad42583020b9cd25c4:3161f532a5ea6f1dec9be5667c9efc2afdac6104-0' }"
+        'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/66/66dc96eff11ab80dfd5c044e9b3425f52d818847b9c074794cf0c02bfa781661/data' :
+        'community.wave.seqera.io/library/minimap2_samtools:33bb43c18d22e29c' }"
 
     input:
     tuple val(meta), path(reads)
diff --git a/modules/nf-core/minimap2/align/meta.yml b/modules/nf-core/minimap2/align/meta.yml
index a4cfc891a..b501526e1 100644
--- a/modules/nf-core/minimap2/align/meta.yml
+++ b/modules/nf-core/minimap2/align/meta.yml
@@ -26,6 +26,7 @@ input:
         description: |
           List of input FASTA or FASTQ files of size 1 and 2 for single-end
           and paired-end data, respectively.
+        ontologies: []
   - - meta2:
         type: map
         description: |
@@ -35,23 +36,24 @@ input:
         type: file
         description: |
           Reference database in FASTA format.
-  - - bam_format:
-        type: boolean
-        description: Specify that output should be in BAM format
-  - - bam_index_extension:
-        type: string
-        description: BAM alignment index extension (e.g. "bai")
-  - - cigar_paf_format:
-        type: boolean
-        description: Specify that output CIGAR should be in PAF format
-  - - cigar_bam:
-        type: boolean
-        description: |
-          Write CIGAR with >65535 ops at the CG tag. This is recommended when
-          doing XYZ (https://github.com/lh3/minimap2#working-with-65535-cigar-operations)
+        ontologies: []
+  - bam_format:
+      type: boolean
+      description: Specify that output should be in BAM format
+  - bam_index_extension:
+      type: string
+      description: BAM alignment index extension (e.g. "bai")
+  - cigar_paf_format:
+      type: boolean
+      description: Specify that output CIGAR should be in PAF format
+  - cigar_bam:
+      type: boolean
+      description: |
+        Write CIGAR with >65535 ops at the CG tag. This is recommended when
+        doing XYZ (https://github.com/lh3/minimap2#working-with-65535-cigar-operations)
 output:
-  - paf:
-      - meta:
+  paf:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -60,8 +62,9 @@ output:
           type: file
           description: Alignment in PAF format
           pattern: "*.paf"
-  - bam:
-      - meta:
+          ontologies: []
+  bam:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -70,8 +73,9 @@ output:
           type: file
           description: Alignment in BAM format
           pattern: "*.bam"
-  - index:
-      - meta:
+          ontologies: []
+  index:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -80,11 +84,14 @@ output:
           type: file
           description: BAM alignment index
           pattern: "*.bam.*"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@heuermh"
   - "@sofstam"
diff --git a/modules/nf-core/minimap2/align/tests/main.nf.test.snap b/modules/nf-core/minimap2/align/tests/main.nf.test.snap
index 12264a857..89f20336d 100644
--- a/modules/nf-core/minimap2/align/tests/main.nf.test.snap
+++ b/modules/nf-core/minimap2/align/tests/main.nf.test.snap
@@ -4,20 +4,20 @@
             [
                 "@HD\tVN:1.6\tSO:coordinate",
                 "@SQ\tSN:MT192765.1\tLN:29829",
-                "@PG\tID:minimap2\tPN:minimap2\tVN:2.28-r1209\tCL:minimap2 -t 2 -a genome.fasta -",
-                "@PG\tID:samtools\tPN:samtools\tPP:minimap2\tVN:1.20\tCL:samtools sort -@ 1 -o test.bam##idx##test.bam.bai --write-index"
+                "@PG\tID:minimap2\tPN:minimap2\tVN:2.29-r1283\tCL:minimap2 -t 2 -a genome.fasta -",
+                "@PG\tID:samtools\tPN:samtools\tPP:minimap2\tVN:1.21\tCL:samtools sort -@ 1 -o test.bam##idx##test.bam.bai --write-index"
             ],
             "5d426b9a5f5b2c54f1d7f1e4c238ae94",
             "test.bam.bai",
             [
-                "versions.yml:md5,3548eeba9066efbf8d78ea99f8d813fd"
+                "versions.yml:md5,660fcf8ff66d4dce2045ffa0e325eed8"
             ]
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
         },
-        "timestamp": "2024-07-25T09:03:00.827260362"
+        "timestamp": "2025-04-22T14:48:23.829797899"
     },
     "sarscov2 - bam, fasta, true, 'bai', false, false - stub": {
         "content": [
@@ -44,7 +44,7 @@
                     ]
                 ],
                 "3": [
-                    "versions.yml:md5,98b8f5f36aa54b82210094f0b0d11938"
+                    "versions.yml:md5,231f31609e2b72661af6a11b7aee3cfe"
                 ],
                 "bam": [
                     [
@@ -68,15 +68,15 @@
                     
                 ],
                 "versions": [
-                    "versions.yml:md5,98b8f5f36aa54b82210094f0b0d11938"
+                    "versions.yml:md5,231f31609e2b72661af6a11b7aee3cfe"
                 ]
             }
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
         },
-        "timestamp": "2024-07-23T11:21:37.92353539"
+        "timestamp": "2025-04-22T14:48:54.665655242"
     },
     "sarscov2 - fastq, fasta, true, 'bai', false, false - stub": {
         "content": [
@@ -103,7 +103,7 @@
                     ]
                 ],
                 "3": [
-                    "versions.yml:md5,98b8f5f36aa54b82210094f0b0d11938"
+                    "versions.yml:md5,231f31609e2b72661af6a11b7aee3cfe"
                 ],
                 "bam": [
                     [
@@ -127,15 +127,15 @@
                     
                 ],
                 "versions": [
-                    "versions.yml:md5,98b8f5f36aa54b82210094f0b0d11938"
+                    "versions.yml:md5,231f31609e2b72661af6a11b7aee3cfe"
                 ]
             }
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
         },
-        "timestamp": "2024-06-03T11:29:44.669021368"
+        "timestamp": "2025-04-22T14:48:38.492212433"
     },
     "sarscov2 - fastq, fasta, false, [], false, false - stub": {
         "content": [
@@ -156,7 +156,7 @@
                     
                 ],
                 "3": [
-                    "versions.yml:md5,98b8f5f36aa54b82210094f0b0d11938"
+                    "versions.yml:md5,231f31609e2b72661af6a11b7aee3cfe"
                 ],
                 "bam": [
                     
@@ -174,15 +174,15 @@
                     ]
                 ],
                 "versions": [
-                    "versions.yml:md5,98b8f5f36aa54b82210094f0b0d11938"
+                    "versions.yml:md5,231f31609e2b72661af6a11b7aee3cfe"
                 ]
             }
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
         },
-        "timestamp": "2024-06-03T11:15:52.738781039"
+        "timestamp": "2025-04-22T14:48:43.879647142"
     },
     "sarscov2 - fastq, fasta, true, [], false, false - stub": {
         "content": [
@@ -203,7 +203,7 @@
                     
                 ],
                 "3": [
-                    "versions.yml:md5,98b8f5f36aa54b82210094f0b0d11938"
+                    "versions.yml:md5,231f31609e2b72661af6a11b7aee3cfe"
                 ],
                 "bam": [
                     [
@@ -221,92 +221,92 @@
                     
                 ],
                 "versions": [
-                    "versions.yml:md5,98b8f5f36aa54b82210094f0b0d11938"
+                    "versions.yml:md5,231f31609e2b72661af6a11b7aee3cfe"
                 ]
             }
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
         },
-        "timestamp": "2024-06-03T11:15:23.033808223"
+        "timestamp": "2025-04-22T14:48:33.262333471"
     },
     "sarscov2 - [fastq1, fastq2], fasta, true, false, false": {
         "content": [
             [
                 "@HD\tVN:1.6\tSO:coordinate",
                 "@SQ\tSN:MT192765.1\tLN:29829",
-                "@PG\tID:minimap2\tPN:minimap2\tVN:2.28-r1209\tCL:minimap2 -t 2 -a genome.fasta test_1.fastq.gz test_2.fastq.gz",
-                "@PG\tID:samtools\tPN:samtools\tPP:minimap2\tVN:1.20\tCL:samtools sort -@ 1 -o test.bam"
+                "@PG\tID:minimap2\tPN:minimap2\tVN:2.29-r1283\tCL:minimap2 -t 2 -a genome.fasta test_1.fastq.gz test_2.fastq.gz",
+                "@PG\tID:samtools\tPN:samtools\tPP:minimap2\tVN:1.21\tCL:samtools sort -@ 1 -o test.bam"
             ],
             "1bc392244f228bf52cf0b5a8f6a654c9",
             [
-                "versions.yml:md5,3548eeba9066efbf8d78ea99f8d813fd"
+                "versions.yml:md5,660fcf8ff66d4dce2045ffa0e325eed8"
             ]
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
         },
-        "timestamp": "2024-07-23T11:18:18.964586894"
+        "timestamp": "2025-04-22T14:48:07.571731983"
     },
     "sarscov2 - fastq, fasta, true, [], false, false": {
         "content": [
             [
                 "@HD\tVN:1.6\tSO:coordinate",
                 "@SQ\tSN:MT192765.1\tLN:29829",
-                "@PG\tID:minimap2\tPN:minimap2\tVN:2.28-r1209\tCL:minimap2 -t 2 -a genome.fasta test_1.fastq.gz",
-                "@PG\tID:samtools\tPN:samtools\tPP:minimap2\tVN:1.20\tCL:samtools sort -@ 1 -o test.bam"
+                "@PG\tID:minimap2\tPN:minimap2\tVN:2.29-r1283\tCL:minimap2 -t 2 -a genome.fasta test_1.fastq.gz",
+                "@PG\tID:samtools\tPN:samtools\tPP:minimap2\tVN:1.21\tCL:samtools sort -@ 1 -o test.bam"
             ],
             "f194745c0ccfcb2a9c0aee094a08750",
             [
-                "versions.yml:md5,3548eeba9066efbf8d78ea99f8d813fd"
+                "versions.yml:md5,660fcf8ff66d4dce2045ffa0e325eed8"
             ]
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
         },
-        "timestamp": "2024-07-23T11:17:48.667488325"
+        "timestamp": "2025-04-22T14:47:56.497792473"
     },
     "sarscov2 - fastq, fasta, true, 'bai', false, false": {
         "content": [
             [
                 "@HD\tVN:1.6\tSO:coordinate",
                 "@SQ\tSN:MT192765.1\tLN:29829",
-                "@PG\tID:minimap2\tPN:minimap2\tVN:2.28-r1209\tCL:minimap2 -t 2 -a genome.fasta test_1.fastq.gz",
-                "@PG\tID:samtools\tPN:samtools\tPP:minimap2\tVN:1.20\tCL:samtools sort -@ 1 -o test.bam##idx##test.bam.bai --write-index"
+                "@PG\tID:minimap2\tPN:minimap2\tVN:2.29-r1283\tCL:minimap2 -t 2 -a genome.fasta test_1.fastq.gz",
+                "@PG\tID:samtools\tPN:samtools\tPP:minimap2\tVN:1.21\tCL:samtools sort -@ 1 -o test.bam##idx##test.bam.bai --write-index"
             ],
             "f194745c0ccfcb2a9c0aee094a08750",
             "test.bam.bai",
             [
-                "versions.yml:md5,3548eeba9066efbf8d78ea99f8d813fd"
+                "versions.yml:md5,660fcf8ff66d4dce2045ffa0e325eed8"
             ]
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
         },
-        "timestamp": "2024-07-23T11:18:02.517416733"
+        "timestamp": "2025-04-22T14:48:01.888544427"
     },
     "sarscov2 - bam, fasta, true, [], false, false": {
         "content": [
             [
                 "@HD\tVN:1.6\tSO:coordinate",
                 "@SQ\tSN:MT192765.1\tLN:29829",
-                "@PG\tID:minimap2\tPN:minimap2\tVN:2.28-r1209\tCL:minimap2 -t 2 -a genome.fasta -",
-                "@PG\tID:samtools\tPN:samtools\tPP:minimap2\tVN:1.20\tCL:samtools sort -@ 1 -o test.bam"
+                "@PG\tID:minimap2\tPN:minimap2\tVN:2.29-r1283\tCL:minimap2 -t 2 -a genome.fasta -",
+                "@PG\tID:samtools\tPN:samtools\tPP:minimap2\tVN:1.21\tCL:samtools sort -@ 1 -o test.bam"
             ],
             "5d426b9a5f5b2c54f1d7f1e4c238ae94",
             [
-                "versions.yml:md5,3548eeba9066efbf8d78ea99f8d813fd"
+                "versions.yml:md5,660fcf8ff66d4dce2045ffa0e325eed8"
             ]
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
         },
-        "timestamp": "2024-07-25T09:02:49.64829488"
+        "timestamp": "2025-04-22T14:48:18.376062313"
     },
     "sarscov2 - bam, fasta, true, [], false, false - stub": {
         "content": [
@@ -327,7 +327,7 @@
                     
                 ],
                 "3": [
-                    "versions.yml:md5,98b8f5f36aa54b82210094f0b0d11938"
+                    "versions.yml:md5,231f31609e2b72661af6a11b7aee3cfe"
                 ],
                 "bam": [
                     [
@@ -345,15 +345,15 @@
                     
                 ],
                 "versions": [
-                    "versions.yml:md5,98b8f5f36aa54b82210094f0b0d11938"
+                    "versions.yml:md5,231f31609e2b72661af6a11b7aee3cfe"
                 ]
             }
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
         },
-        "timestamp": "2024-07-23T11:21:22.162291795"
+        "timestamp": "2025-04-22T14:48:49.268693724"
     },
     "sarscov2 - fastq, [], true, false, false": {
         "content": [
@@ -459,18 +459,18 @@
                 "@SQ\tSN:ERR5069949.3258358\tLN:151",
                 "@SQ\tSN:ERR5069949.1476386\tLN:151",
                 "@SQ\tSN:ERR5069949.2415814\tLN:150",
-                "@PG\tID:minimap2\tPN:minimap2\tVN:2.28-r1209\tCL:minimap2 -t 2 -a test_1.fastq.gz test_1.fastq.gz",
-                "@PG\tID:samtools\tPN:samtools\tPP:minimap2\tVN:1.20\tCL:samtools sort -@ 1 -o test.bam"
+                "@PG\tID:minimap2\tPN:minimap2\tVN:2.29-r1283\tCL:minimap2 -t 2 -a test_1.fastq.gz test_1.fastq.gz",
+                "@PG\tID:samtools\tPN:samtools\tPP:minimap2\tVN:1.21\tCL:samtools sort -@ 1 -o test.bam"
             ],
             "16c1c651f8ec67383bcdee3c55aed94f",
             [
-                "versions.yml:md5,3548eeba9066efbf8d78ea99f8d813fd"
+                "versions.yml:md5,660fcf8ff66d4dce2045ffa0e325eed8"
             ]
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
         },
-        "timestamp": "2024-07-23T11:18:34.246998277"
+        "timestamp": "2025-04-22T14:48:12.942360555"
     }
 }
\ No newline at end of file
diff --git a/modules/nf-core/minimap2/align/tests/tags.yml b/modules/nf-core/minimap2/align/tests/tags.yml
deleted file mode 100644
index 39dba3744..000000000
--- a/modules/nf-core/minimap2/align/tests/tags.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-minimap2/align:
-  - "modules/nf-core/minimap2/align/**"
diff --git a/modules/nf-core/minimap2/index/environment.yml b/modules/nf-core/minimap2/index/environment.yml
index d1c1b471b..2f3ba0eb2 100644
--- a/modules/nf-core/minimap2/index/environment.yml
+++ b/modules/nf-core/minimap2/index/environment.yml
@@ -1,5 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
 channels:
   - conda-forge
   - bioconda
 dependencies:
-  - bioconda::minimap2=2.28
+  - bioconda::minimap2=2.29
diff --git a/modules/nf-core/minimap2/index/main.nf b/modules/nf-core/minimap2/index/main.nf
index 383202142..56cb0efda 100644
--- a/modules/nf-core/minimap2/index/main.nf
+++ b/modules/nf-core/minimap2/index/main.nf
@@ -4,8 +4,8 @@ process MINIMAP2_INDEX {
     // Note: the versions here need to match the versions used in minimap2/align
     conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/minimap2:2.28--he4a0461_0' :
-        'biocontainers/minimap2:2.28--he4a0461_0' }"
+        'https://depot.galaxyproject.org/singularity/minimap2:2.29--h577a1d6_0' :
+        'biocontainers/minimap2:2.29--h577a1d6_0' }"
 
     input:
     tuple val(meta), path(fasta)
diff --git a/modules/nf-core/minimap2/index/meta.yml b/modules/nf-core/minimap2/index/meta.yml
index 57c80e29f..0d6a2d861 100644
--- a/modules/nf-core/minimap2/index/meta.yml
+++ b/modules/nf-core/minimap2/index/meta.yml
@@ -22,9 +22,10 @@ input:
         type: file
         description: |
           Reference database in FASTA format.
+        ontologies: []
 output:
-  - index:
-      - meta:
+  index:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -33,11 +34,14 @@ output:
           type: file
           description: Minimap2 fasta index.
           pattern: "*.mmi"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@yuukiiwa"
   - "@drpatelh"
diff --git a/modules/nf-core/minimap2/index/tests/main.nf.test.snap b/modules/nf-core/minimap2/index/tests/main.nf.test.snap
index 0b0988283..dbb320496 100644
--- a/modules/nf-core/minimap2/index/tests/main.nf.test.snap
+++ b/modules/nf-core/minimap2/index/tests/main.nf.test.snap
@@ -1,37 +1,4 @@
 {
-    "Should run without failures": {
-        "content": [
-            {
-                "0": [
-                    [
-                        {
-                            "id": "test_ref"
-                        },
-                        "genome.mmi:md5,72e450f12dc691e763c697463bdb1571"
-                    ]
-                ],
-                "1": [
-                    "versions.yml:md5,0fced0ee8015e7f50b82566e3db8f7b0"
-                ],
-                "index": [
-                    [
-                        {
-                            "id": "test_ref"
-                        },
-                        "genome.mmi:md5,72e450f12dc691e763c697463bdb1571"
-                    ]
-                ],
-                "versions": [
-                    "versions.yml:md5,0fced0ee8015e7f50b82566e3db8f7b0"
-                ]
-            }
-        ],
-        "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "23.10.1"
-        },
-        "timestamp": "2024-03-18T11:46:30.000058092"
-    },
     "minimap2 index": {
         "content": [
             {
@@ -44,7 +11,7 @@
                     ]
                 ],
                 "1": [
-                    "versions.yml:md5,2f8340380c6741e9261a284262a90bde"
+                    "versions.yml:md5,2c3e19022653b28d77646b2e9cc9bdb3"
                 ],
                 "index": [
                     [
@@ -55,14 +22,14 @@
                     ]
                 ],
                 "versions": [
-                    "versions.yml:md5,2f8340380c6741e9261a284262a90bde"
+                    "versions.yml:md5,2c3e19022653b28d77646b2e9cc9bdb3"
                 ]
             }
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "23.10.1"
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
         },
-        "timestamp": "2024-04-05T10:58:29.828187662"
+        "timestamp": "2025-04-22T14:50:37.213379742"
     }
 }
\ No newline at end of file
diff --git a/modules/nf-core/minimap2/index/tests/tags.yml b/modules/nf-core/minimap2/index/tests/tags.yml
deleted file mode 100644
index e5ef8e19f..000000000
--- a/modules/nf-core/minimap2/index/tests/tags.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-minimap2/index:
-  - modules/nf-core/minimap2/index/**
diff --git a/modules/nf-core/samtools/faidx/meta.yml b/modules/nf-core/samtools/faidx/meta.yml
index 256a330a1..b7a2e0c1a 100644
--- a/modules/nf-core/samtools/faidx/meta.yml
+++ b/modules/nf-core/samtools/faidx/meta.yml
@@ -26,6 +26,7 @@ input:
         type: file
         description: FASTA file
         pattern: "*.{fa,fasta}"
+        ontologies: []
   - - meta2:
         type: map
         description: |
@@ -35,13 +36,14 @@ input:
         type: file
         description: FASTA index file
         pattern: "*.{fai}"
-  - - get_sizes:
-        type: boolean
-        description: use cut to get the sizes of the index (true) or not (false)
+        ontologies: []
+  - get_sizes:
+      type: boolean
+      description: use cut to get the sizes of the index (true) or not (false)
 
 output:
-  - fa:
-      - meta:
+  fa:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -50,28 +52,31 @@ output:
           type: file
           description: FASTA file
           pattern: "*.{fa}"
-  - fai:
-      - meta:
+          ontologies: []
+  sizes:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. [ id:'test', single_end:false ]
-      - "*.fai":
+      - "*.sizes":
           type: file
-          description: FASTA index file
-          pattern: "*.{fai}"
-  - sizes:
-      - meta:
+          description: File containing chromosome lengths
+          pattern: "*.{sizes}"
+          ontologies: []
+  fai:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. [ id:'test', single_end:false ]
-      - "*.sizes":
+      - "*.fai":
           type: file
-          description: File containing chromosome lengths
-          pattern: "*.{sizes}"
-  - gzi:
-      - meta:
+          description: FASTA index file
+          pattern: "*.{fai}"
+          ontologies: []
+  gzi:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -80,11 +85,14 @@ output:
           type: file
           description: Optional gzip index file for compressed inputs
           pattern: "*.gzi"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@drpatelh"
   - "@ewels"
diff --git a/modules/nf-core/samtools/index/main.nf b/modules/nf-core/samtools/index/main.nf
index 311756102..7019a72e4 100644
--- a/modules/nf-core/samtools/index/main.nf
+++ b/modules/nf-core/samtools/index/main.nf
@@ -24,7 +24,7 @@ process SAMTOOLS_INDEX {
     """
     samtools \\
         index \\
-        -@ ${task.cpus-1} \\
+        -@ ${task.cpus} \\
         $args \\
         $input
 
diff --git a/modules/nf-core/samtools/index/meta.yml b/modules/nf-core/samtools/index/meta.yml
index db8df0d50..1bed6bca6 100644
--- a/modules/nf-core/samtools/index/meta.yml
+++ b/modules/nf-core/samtools/index/meta.yml
@@ -25,9 +25,10 @@ input:
     - input:
         type: file
         description: input file
+        ontologies: []
 output:
-  - bai:
-      - meta:
+  bai:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -36,8 +37,9 @@ output:
           type: file
           description: BAM/CRAM/SAM index file
           pattern: "*.{bai,crai,sai}"
-  - csi:
-      - meta:
+          ontologies: []
+  csi:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -46,8 +48,9 @@ output:
           type: file
           description: CSI index file
           pattern: "*.{csi}"
-  - crai:
-      - meta:
+          ontologies: []
+  crai:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -56,11 +59,14 @@ output:
           type: file
           description: BAM/CRAM/SAM index file
           pattern: "*.{bai,crai,sai}"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@drpatelh"
   - "@ewels"
diff --git a/modules/nf-core/samtools/stats/meta.yml b/modules/nf-core/samtools/stats/meta.yml
index 77b020f76..6dc51885d 100644
--- a/modules/nf-core/samtools/stats/meta.yml
+++ b/modules/nf-core/samtools/stats/meta.yml
@@ -27,10 +27,12 @@ input:
         type: file
         description: BAM/CRAM file from alignment
         pattern: "*.{bam,cram}"
+        ontologies: []
     - input_index:
         type: file
         description: BAI/CRAI file from alignment
         pattern: "*.{bai,crai}"
+        ontologies: []
   - - meta2:
         type: map
         description: |
@@ -40,9 +42,10 @@ input:
         type: file
         description: Reference file the CRAM was created with (optional)
         pattern: "*.{fasta,fa}"
+        ontologies: []
 output:
-  - stats:
-      - meta:
+  stats:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -51,11 +54,14 @@ output:
           type: file
           description: File containing samtools stats output
           pattern: "*.{stats}"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@drpatelh"
   - "@FriederikeHanssen"

From 8200cccd699ff9fcaf561a225d6544b6c0d748d3 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Fri, 22 Aug 2025 11:17:29 -0300
Subject: [PATCH 063/288] Update modules, round 4

---
 CHANGELOG.md                                  |  1 +
 modules.json                                  |  6 +--
 modules/nf-core/busco/busco/main.nf           |  6 +++
 .../nf-core/checkm/lineagewf/environment.yml  |  2 +
 modules/nf-core/checkm/lineagewf/meta.yml     | 42 +++++++++++--------
 .../nf-core/checkm/lineagewf/tests/tags.yml   |  2 -
 modules/nf-core/nanoplot/meta.yml             | 33 +++++++++------
 7 files changed, 56 insertions(+), 36 deletions(-)
 delete mode 100644 modules/nf-core/checkm/lineagewf/tests/tags.yml

diff --git a/CHANGELOG.md b/CHANGELOG.md
index e45282fd1..5c927a732 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -37,6 +37,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 | Tool       | Previous version | New version |
 | ---------- | ---------------- | ----------- |
+| BUSCO      | 5.8.3            | 6.0.0       |
 | CAT        | 5.2.3            | 6.0.1       |
 | centrifuge | 1.0.4.1          | 1.0.4.2     |
 | nanolyse   | 1.41.6           | 1.44.1      |
diff --git a/modules.json b/modules.json
index 3e4c294f2..125b85025 100644
--- a/modules.json
+++ b/modules.json
@@ -33,7 +33,7 @@
                     },
                     "busco/busco": {
                         "branch": "master",
-                        "git_sha": "40ab92fb218b5aa43beff23ab1320c138971705f",
+                        "git_sha": "36c6c8445284e021d95ce30cdf743baef66b21aa",
                         "installed_by": ["modules"]
                     },
                     "cat/fastq": {
@@ -73,7 +73,7 @@
                     },
                     "checkm/lineagewf": {
                         "branch": "master",
-                        "git_sha": "3ea318161b8788623cec477bde0f089180b2245b",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "checkm/qa": {
@@ -253,7 +253,7 @@
                     },
                     "nanoplot": {
                         "branch": "master",
-                        "git_sha": "457e8b54d1d2d3ec9208c55b66cdd573c976372f",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "nanoq": {
diff --git a/modules/nf-core/busco/busco/main.nf b/modules/nf-core/busco/busco/main.nf
index be285c75b..ee4cb2667 100644
--- a/modules/nf-core/busco/busco/main.nf
+++ b/modules/nf-core/busco/busco/main.nf
@@ -110,6 +110,12 @@ process BUSCO_BUSCO {
     mv ${prefix}-busco/*/short_summary.*.{json,txt} . || echo "Short summaries were not available: No genes were found."
     mv ${prefix}-busco/logs/busco.log ${prefix}-busco.log
 
+    if grep 'Run failed; check logs' ${prefix}-busco.batch_summary.txt > /dev/null
+    then
+        echo "Busco run failed"
+        exit 1
+    fi
+
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
         busco: \$( busco --version 2> /dev/null | sed 's/BUSCO //g' )
diff --git a/modules/nf-core/checkm/lineagewf/environment.yml b/modules/nf-core/checkm/lineagewf/environment.yml
index 1b8705029..9e854f6b1 100644
--- a/modules/nf-core/checkm/lineagewf/environment.yml
+++ b/modules/nf-core/checkm/lineagewf/environment.yml
@@ -1,3 +1,5 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
 channels:
   - conda-forge
   - bioconda
diff --git a/modules/nf-core/checkm/lineagewf/meta.yml b/modules/nf-core/checkm/lineagewf/meta.yml
index e32441d24..4f7a2ce47 100644
--- a/modules/nf-core/checkm/lineagewf/meta.yml
+++ b/modules/nf-core/checkm/lineagewf/meta.yml
@@ -34,16 +34,17 @@ input:
         description: One or a list of multiple FASTA files of each bin, with extension
           defined with the fasta_ext value
         pattern: "*.{$fasta_ext}"
-  - - fasta_ext:
-        type: string
-        description: The file-type extension suffix of the input FASTA files (e.g.,
-          fasta, fna, fa, fas)
-  - - db:
-        type: directory
-        description: Optional directory pointing to checkM database to prevent re-downloading
+        ontologies: []
+  - fasta_ext:
+      type: string
+      description: The file-type extension suffix of the input FASTA files (e.g., fasta,
+        fna, fa, fas)
+  - db:
+      type: directory
+      description: Optional directory pointing to checkM database to prevent re-downloading
 output:
-  - checkm_output:
-      - meta:
+  checkm_output:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -52,8 +53,8 @@ output:
           type: directory
           description: CheckM output directory
           pattern: "*/"
-  - marker_file:
-      - meta:
+  marker_file:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -62,8 +63,9 @@ output:
           type: file
           description: Lineage file
           pattern: "*.ms"
-  - checkm_tsv:
-      - meta:
+          ontologies: []
+  checkm_tsv:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -72,11 +74,15 @@ output:
           type: file
           description: CheckM summary completeness statistics table
           pattern: "*.tsv"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@jfy133"
 maintainers:
diff --git a/modules/nf-core/checkm/lineagewf/tests/tags.yml b/modules/nf-core/checkm/lineagewf/tests/tags.yml
deleted file mode 100644
index 04438be84..000000000
--- a/modules/nf-core/checkm/lineagewf/tests/tags.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-checkm/lineagewf:
-  - modules/nf-core/checkm/lineagewf/**
diff --git a/modules/nf-core/nanoplot/meta.yml b/modules/nf-core/nanoplot/meta.yml
index b9be5d98a..0a785350d 100644
--- a/modules/nf-core/nanoplot/meta.yml
+++ b/modules/nf-core/nanoplot/meta.yml
@@ -24,9 +24,10 @@ input:
     - ontfile:
         type: file
         description: ONT file
+        ontologies: []
 output:
-  - html:
-      - meta:
+  html:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -35,8 +36,9 @@ output:
           type: file
           description: NanoPlot report
           pattern: "*{.html}"
-  - png:
-      - meta:
+          ontologies: []
+  png:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -45,8 +47,9 @@ output:
           type: file
           description: Plots generated by NanoPlot
           pattern: "*{.png}"
-  - txt:
-      - meta:
+          ontologies: []
+  txt:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -55,8 +58,9 @@ output:
           type: file
           description: Stats from NanoPlot
           pattern: "*{.txt}"
-  - log:
-      - meta:
+          ontologies: []
+  log:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -65,11 +69,14 @@ output:
           type: file
           description: log file of NanoPlot run
           pattern: "*{.log}"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@drpatelh"
   - "@yuukiiwa"

From 749561dde5756a9bb61e959d50f1a001c99bbe75 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Fri, 22 Aug 2025 11:30:35 -0300
Subject: [PATCH 064/288] Update modules, round 5

---
 modules.json                                  | 10 ++--
 modules/nf-core/concoct/concoct/meta.yml      | 49 ++++++++++++-------
 .../concoct/concoctcoveragetable/meta.yml     | 21 +++++---
 modules/nf-core/concoct/cutupfasta/meta.yml   | 35 +++++++------
 .../nf-core/concoct/extractfastabins/meta.yml | 23 +++++----
 .../concoct/mergecutupclustering/meta.yml     | 20 +++++---
 6 files changed, 98 insertions(+), 60 deletions(-)

diff --git a/modules.json b/modules.json
index 125b85025..f328afc41 100644
--- a/modules.json
+++ b/modules.json
@@ -98,27 +98,27 @@
                     },
                     "concoct/concoct": {
                         "branch": "master",
-                        "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["fasta_binning_concoct"]
                     },
                     "concoct/concoctcoveragetable": {
                         "branch": "master",
-                        "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["fasta_binning_concoct"]
                     },
                     "concoct/cutupfasta": {
                         "branch": "master",
-                        "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["fasta_binning_concoct"]
                     },
                     "concoct/extractfastabins": {
                         "branch": "master",
-                        "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["fasta_binning_concoct"]
                     },
                     "concoct/mergecutupclustering": {
                         "branch": "master",
-                        "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["fasta_binning_concoct"]
                     },
                     "csvtk/concat": {
diff --git a/modules/nf-core/concoct/concoct/meta.yml b/modules/nf-core/concoct/concoct/meta.yml
index 16f9e589e..b738af8a8 100644
--- a/modules/nf-core/concoct/concoct/meta.yml
+++ b/modules/nf-core/concoct/concoct/meta.yml
@@ -30,13 +30,16 @@ input:
         type: file
         description: Subcontig coverage TSV table (typically generated with concoct_coverage_table.py)
         pattern: "*.tsv"
+        ontologies:
+          - edam: http://edamontology.org/format_3475 # TSV
     - fasta:
         type: file
         description: FASTA file containing subcontigs (typically generated with cutup_fasta.py)
         pattern: "*.fasta"
+        ontologies: []
 output:
-  - args_txt:
-      - meta:
+  args_txt:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -45,8 +48,9 @@ output:
           type: file
           description: File containing execution parameters
           pattern: "*_args.txt"
-  - clustering_csv:
-      - meta:
+          ontologies: []
+  clustering_csv:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -56,8 +60,10 @@ output:
           description: CSV containing information which subcontig is assigned to which
             cluster
           pattern: "*_clustering_gt1000.csv"
-  - log_txt:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3752 # CSV
+  log_txt:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -66,8 +72,9 @@ output:
           type: file
           description: Log file of tool execution
           pattern: "*_log.txt"
-  - original_data_csv:
-      - meta:
+          ontologies: []
+  original_data_csv:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -76,8 +83,10 @@ output:
           type: file
           description: Original CONCOCT GT1000 output
           pattern: "*_original_data_gt1000.csv"
-  - pca_components_csv:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3752 # CSV
+  pca_components_csv:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -86,8 +95,10 @@ output:
           type: file
           description: Untransformed PCA component values
           pattern: "*_PCA_components_data_gt1000.csv"
-  - pca_transformed_csv:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3752 # CSV
+  pca_transformed_csv:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -96,11 +107,15 @@ output:
           type: file
           description: Transformed PCA component values
           pattern: "*_PCA_transformed_data_gt1000.csv"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies:
+            - edam: http://edamontology.org/format_3752 # CSV
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@jfy133"
 maintainers:
diff --git a/modules/nf-core/concoct/concoctcoveragetable/meta.yml b/modules/nf-core/concoct/concoctcoveragetable/meta.yml
index ce878eb6f..c2427be24 100644
--- a/modules/nf-core/concoct/concoctcoveragetable/meta.yml
+++ b/modules/nf-core/concoct/concoctcoveragetable/meta.yml
@@ -29,18 +29,21 @@ input:
         description: BED file describing where each contig was cut up (typically output
           from CONCOCT's cut_up_fasta.py)
         pattern: "*.bed"
+        ontologies: []
     - bamfiles:
         type: file
         description: A single or list of BAM files of reads mapped back to original
           contigs (prior cutting up)
         pattern: "*.bam"
+        ontologies: []
     - baifiles:
         type: file
         description: A single or list of BAM index files (.bai) corresponding to BAM
         pattern: "*.bam"
+        ontologies: []
 output:
-  - tsv:
-      - meta:
+  tsv:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -49,11 +52,15 @@ output:
           type: file
           description: Contig coverage table
           pattern: "*.tsv"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@jfy133"
 maintainers:
diff --git a/modules/nf-core/concoct/cutupfasta/meta.yml b/modules/nf-core/concoct/cutupfasta/meta.yml
index 021466408..96eb8a0d2 100644
--- a/modules/nf-core/concoct/cutupfasta/meta.yml
+++ b/modules/nf-core/concoct/cutupfasta/meta.yml
@@ -27,24 +27,26 @@ input:
         type: file
         description: (Uncompressed) FASTA file containing contigs
         pattern: "*.{fasta,fna,fa,fas}"
-  - - bed:
-        type: boolean
-        description: Specify whether to generate a BED file describing where each contig
-          was cut up
+        ontologies: []
+  - bed:
+      type: boolean
+      description: Specify whether to generate a BED file describing where each contig
+        was cut up
 output:
-  - fasta:
-      - meta:
+  fasta:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. [ id:'test', single_end:false ]
       - "*.fasta":
           type: file
-          description: Cut up fasta file in non-overlapping or overlapping parts of equal
-            length.
+          description: Cut up fasta file in non-overlapping or overlapping parts of
+            equal length.
           pattern: "*.fasta"
-  - bed:
-      - meta:
+          ontologies: []
+  bed:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -54,11 +56,14 @@ output:
           description: Optional BED File containing locations on original contigs where
             they were cut up.
           pattern: "*.bed"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@jfy133"
 maintainers:
diff --git a/modules/nf-core/concoct/extractfastabins/meta.yml b/modules/nf-core/concoct/extractfastabins/meta.yml
index 4e6effda3..46155e499 100644
--- a/modules/nf-core/concoct/extractfastabins/meta.yml
+++ b/modules/nf-core/concoct/extractfastabins/meta.yml
@@ -29,27 +29,32 @@ input:
         type: file
         description: Original input FASTA file to CONOCT cut_up_fasta
         pattern: "*.{fasta,fna,fa,fas}"
+        ontologies: []
     - csv:
         type: boolean
         description: Output table of merge_cutup_clustering with new cluster assignments
         pattern: ".csv"
 output:
-  - fasta:
-      - meta:
+  fasta:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
             e.g. [ id:'test', single_end:false ]
       - ${prefix}/*.fa.gz:
           type: file
-          description: FASTA files containing CONCOCT predicted bin clusters, named numerically
-            by CONCOCT cluster ID in a directory called `fasta_bins`
+          description: FASTA files containing CONCOCT predicted bin clusters, named
+            numerically by CONCOCT cluster ID in a directory called `fasta_bins`
           pattern: "*.fa.gz"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@jfy133"
 maintainers:
diff --git a/modules/nf-core/concoct/mergecutupclustering/meta.yml b/modules/nf-core/concoct/mergecutupclustering/meta.yml
index c5dd704cb..9f13f8724 100644
--- a/modules/nf-core/concoct/mergecutupclustering/meta.yml
+++ b/modules/nf-core/concoct/mergecutupclustering/meta.yml
@@ -28,9 +28,11 @@ input:
         type: file
         description: Input cutup clustering result. Typically *_gt1000.csv from concoct
         pattern: "*.csv"
+        ontologies:
+          - edam: http://edamontology.org/format_3752 # CSV
 output:
-  - csv:
-      - meta:
+  csv:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -39,11 +41,15 @@ output:
           type: file
           description: Cluster assignments per contig part with consensus cluster
           pattern: "*.csv"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies:
+            - edam: http://edamontology.org/format_3752 # CSV
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@jfy133"
 maintainers:

From c80f10bd334de36ab89b699704425f7020fb5234 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Fri, 22 Aug 2025 11:44:46 -0300
Subject: [PATCH 065/288] Update modules, round 6

---
 CHANGELOG.md                                  |  4 +-
 modules.json                                  |  6 +-
 .../nf-core/mmseqs/databases/environment.yml  |  7 ++
 modules/nf-core/mmseqs/databases/main.nf      | 11 ++-
 modules/nf-core/mmseqs/databases/meta.yml     | 33 +++++----
 .../mmseqs/databases/tests/main.nf.test       | 55 ++++++++++++++
 .../mmseqs/databases/tests/main.nf.test.snap  | 74 +++++++++++++++++++
 modules/nf-core/pydamage/analyze/meta.yml     | 20 +++--
 modules/nf-core/pydamage/filter/meta.yml      | 20 +++--
 9 files changed, 192 insertions(+), 38 deletions(-)
 create mode 100644 modules/nf-core/mmseqs/databases/environment.yml
 create mode 100644 modules/nf-core/mmseqs/databases/tests/main.nf.test
 create mode 100644 modules/nf-core/mmseqs/databases/tests/main.nf.test.snap

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5c927a732..8d16326a8 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -37,17 +37,19 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 | Tool       | Previous version | New version |
 | ---------- | ---------------- | ----------- |
-| BUSCO      | 5.8.3            | 6.0.0       |
+| BUSCO      | 5.2.3            | 6.0.1       |
 | CAT        | 5.2.3            | 6.0.1       |
 | centrifuge | 1.0.4.1          | 1.0.4.2     |
 | nanolyse   | 1.41.6           | 1.44.1      |
 | flye       |                  | 2.9.5       |
 | metamdbg   |                  | 1.0         |
 | minimap2   |                  | 2.29        |
+| mmseqs2    | 14.7e284         | 17.b804f    |
 | samtools   |                  | 1.21        |
 | nf-core    | 3.2.0            | 3.3.2       |
 | pydamage   | 0.7.0            | 1.0.0       |
 | seqtk      | 1.3              | 1.4         |
+| seqtk      | 1.3              | 1.4         |
 
 ### `Deprecated`
 
diff --git a/modules.json b/modules.json
index f328afc41..4496c9895 100644
--- a/modules.json
+++ b/modules.json
@@ -238,7 +238,7 @@
                     },
                     "mmseqs/databases": {
                         "branch": "master",
-                        "git_sha": "699e078133f580548aeb43114f93ac29928c6143",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "multiqc": {
@@ -283,12 +283,12 @@
                     },
                     "pydamage/analyze": {
                         "branch": "master",
-                        "git_sha": "accaad2af97d7bf7304eeff8435aa755384660a6",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "pydamage/filter": {
                         "branch": "master",
-                        "git_sha": "4637ad17a068e1dd608f0e971293a64ae1310fa2",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "samtools/faidx": {
diff --git a/modules/nf-core/mmseqs/databases/environment.yml b/modules/nf-core/mmseqs/databases/environment.yml
new file mode 100644
index 000000000..69afa6095
--- /dev/null
+++ b/modules/nf-core/mmseqs/databases/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::mmseqs2=17.b804f
diff --git a/modules/nf-core/mmseqs/databases/main.nf b/modules/nf-core/mmseqs/databases/main.nf
index a23693c45..51d54ab76 100644
--- a/modules/nf-core/mmseqs/databases/main.nf
+++ b/modules/nf-core/mmseqs/databases/main.nf
@@ -2,17 +2,17 @@ process MMSEQS_DATABASES {
     tag "${database}"
     label 'process_medium'
 
-    conda "bioconda::mmseqs2=14.7e284"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/mmseqs2:14.7e284--pl5321h6a68c12_2':
-        'biocontainers/mmseqs2:14.7e284--pl5321h6a68c12_2' }"
+        'https://depot.galaxyproject.org/singularity/mmseqs2:17.b804f--hd6d6fdc_1':
+        'biocontainers/mmseqs2:17.b804f--hd6d6fdc_1' }"
 
     input:
     val database
 
     output:
-    path "${prefix}/" , emit: database
-    path "versions.yml"     , emit: versions
+    path "${prefix}/"   , emit: database
+    path "versions.yml" , emit: versions
 
     when:
     task.ext.when == null || task.ext.when
@@ -28,7 +28,6 @@ process MMSEQS_DATABASES {
         ${prefix}/database \\
         tmp/ \\
         --threads ${task.cpus} \\
-        --compressed 1 \\
         ${args}
 
     cat <<-END_VERSIONS > versions.yml
diff --git a/modules/nf-core/mmseqs/databases/meta.yml b/modules/nf-core/mmseqs/databases/meta.yml
index edd093bd5..86da5373c 100644
--- a/modules/nf-core/mmseqs/databases/meta.yml
+++ b/modules/nf-core/mmseqs/databases/meta.yml
@@ -1,4 +1,3 @@
----
 # yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/yaml-schema.json
 name: "mmseqs_databases"
 description: Download an mmseqs-formatted database
@@ -9,26 +8,32 @@ keywords:
   - searching
 tools:
   - "mmseqs":
-      description: "MMseqs2: ultra fast and sensitive sequence search and clustering suite"
+      description: "MMseqs2: ultra fast and sensitive sequence search and clustering
+        suite"
       homepage: "https://github.com/soedinglab/MMseqs2"
       documentation: "https://mmseqs.com/latest/userguide.pdf"
       tool_dev_url: "https://github.com/soedinglab/MMseqs2"
       doi: "10.1093/bioinformatics/btw006"
-      licence: "['GPL v3']"
-
+      licence: ["GPL v3"]
+      identifier: biotools:mmseqs
 input:
   - database:
       type: string
-      description: Database available through the mmseqs2 databases interface - see https://github.com/soedinglab/MMseqs2/wiki#downloading-databases for details
-
+      description: Database available through the mmseqs2 databases interface - see
+        https://github.com/soedinglab/MMseqs2/wiki#downloading-databases for details
 output:
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
-  - database:
-      type: directory
-      description: Directory containing processed mmseqs database
-
+  database:
+    - ${prefix}/:
+        type: directory
+        description: Directory containing processed mmseqs database
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@prototaxites"
+maintainers:
+  - "@prototaxites"
diff --git a/modules/nf-core/mmseqs/databases/tests/main.nf.test b/modules/nf-core/mmseqs/databases/tests/main.nf.test
new file mode 100644
index 000000000..3fe5d2006
--- /dev/null
+++ b/modules/nf-core/mmseqs/databases/tests/main.nf.test
@@ -0,0 +1,55 @@
+
+nextflow_process {
+
+    name "Test Process MMSEQS_DATABASES"
+    script "../main.nf"
+    process "MMSEQS_DATABASES"
+
+    tag "modules"
+    tag "modules_nfcore"
+    tag "mmseqs"
+    tag "mmseqs/databases"
+
+    test("test-mmseqs-databases") {
+
+        when {
+            process {
+                """
+                input[0] = "SILVA"
+
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    file(process.out.database[0]).listFiles().collect { it.name }.toSorted(), // unstable
+                    process.out.versions
+                    ).match()
+                }
+            )
+        }
+    }
+
+    test("test-mmseqs-databases-stub") {
+        options '-stub'
+        when {
+            process {
+                """
+                input[0] = "SILVA"
+
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+
+}
diff --git a/modules/nf-core/mmseqs/databases/tests/main.nf.test.snap b/modules/nf-core/mmseqs/databases/tests/main.nf.test.snap
new file mode 100644
index 000000000..2805e1c02
--- /dev/null
+++ b/modules/nf-core/mmseqs/databases/tests/main.nf.test.snap
@@ -0,0 +1,74 @@
+{
+    "test-mmseqs-databases": {
+        "content": [
+            [
+                "database",
+                "database.dbtype",
+                "database.index",
+                "database.lookup",
+                "database.source",
+                "database.version",
+                "database_h",
+                "database_h.dbtype",
+                "database_h.index",
+                "database_mapping",
+                "database_taxonomy"
+            ],
+            [
+                "versions.yml:md5,387bbb2d1d6bac273e8158743af4c856"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.3"
+        },
+        "timestamp": "2025-01-20T15:32:42.284982"
+    },
+    "test-mmseqs-databases-stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        "database:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database.dbtype:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database.index:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database.lookup:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database.source:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database.version:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database_h:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database_h.dbtype:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database_h.index:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database_mapping:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database_taxonomy:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "1": [
+                    "versions.yml:md5,49082428ec974e4ddb09a6ca2e9f21b3"
+                ],
+                "database": [
+                    [
+                        "database:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database.dbtype:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database.index:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database.lookup:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database.source:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database.version:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database_h:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database_h.dbtype:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database_h.index:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database_mapping:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "database_taxonomy:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,49082428ec974e4ddb09a6ca2e9f21b3"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.0",
+            "nextflow": "24.04.4"
+        },
+        "timestamp": "2024-09-05T17:00:20.527628"
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/pydamage/analyze/meta.yml b/modules/nf-core/pydamage/analyze/meta.yml
index d6cdfa56c..50dee4a23 100644
--- a/modules/nf-core/pydamage/analyze/meta.yml
+++ b/modules/nf-core/pydamage/analyze/meta.yml
@@ -31,13 +31,15 @@ input:
         type: file
         description: BAM/CRAM/SAM file
         pattern: "*.{bam,cram,sam}"
+        ontologies: []
     - bai:
         type: file
         description: BAM/CRAM/SAM index file
         pattern: "*.{bai,crai,sai}"
+        ontologies: []
 output:
-  - csv:
-      - meta:
+  csv:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -46,11 +48,15 @@ output:
           type: file
           description: PyDamage results as csv files
           pattern: "*.csv"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies:
+            - edam: http://edamontology.org/format_3752 # CSV
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@maxibor"
 maintainers:
diff --git a/modules/nf-core/pydamage/filter/meta.yml b/modules/nf-core/pydamage/filter/meta.yml
index 9bbf48301..7145de966 100644
--- a/modules/nf-core/pydamage/filter/meta.yml
+++ b/modules/nf-core/pydamage/filter/meta.yml
@@ -31,9 +31,11 @@ input:
         type: file
         description: csv file from pydamage analyze
         pattern: "*.csv"
+        ontologies:
+          - edam: http://edamontology.org/format_3752 # CSV
 output:
-  - csv:
-      - meta:
+  csv:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -42,11 +44,15 @@ output:
           type: file
           description: PyDamage filtered results as csv file
           pattern: "*.csv"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies:
+            - edam: http://edamontology.org/format_3752 # CSV
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@maxibor"
 maintainers:

From 10f9b8628b3f86a540ed8bc7a1b3106b89433db9 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Fri, 22 Aug 2025 12:15:22 -0300
Subject: [PATCH 066/288] Update modules, round 7

---
 CHANGELOG.md                                  |   4 +-
 modules.json                                  |   8 +-
 .../nf-core/gunc/downloaddb/environment.yml   |   8 +
 modules/nf-core/gunc/downloaddb/main.nf       |  17 +-
 modules/nf-core/gunc/downloaddb/meta.yml      |  33 ++-
 .../gunc/downloaddb/tests/main.nf.test        |  56 ++++
 .../gunc/downloaddb/tests/main.nf.test.snap   |  38 +++
 .../nf-core/gunc/mergecheckm/environment.yml  |   2 +
 modules/nf-core/gunc/mergecheckm/meta.yml     |  20 +-
 .../nf-core/gunc/mergecheckm/tests/tags.yml   |   6 -
 modules/nf-core/gunc/run/environment.yml      |   2 +
 modules/nf-core/gunc/run/meta.yml             |  34 ++-
 modules/nf-core/gunc/run/tests/tags.yml       |   3 -
 .../metaeuk/easypredict/environment.yml       |   7 +
 modules/nf-core/metaeuk/easypredict/main.nf   |   6 +-
 modules/nf-core/metaeuk/easypredict/meta.yml  | 121 +++++----
 .../metaeuk/easypredict/tests/main.nf.test    |  94 +++++++
 .../easypredict/tests/main.nf.test.snap       | 250 ++++++++++++++++++
 18 files changed, 607 insertions(+), 102 deletions(-)
 create mode 100644 modules/nf-core/gunc/downloaddb/environment.yml
 create mode 100644 modules/nf-core/gunc/downloaddb/tests/main.nf.test
 create mode 100644 modules/nf-core/gunc/downloaddb/tests/main.nf.test.snap
 delete mode 100644 modules/nf-core/gunc/mergecheckm/tests/tags.yml
 delete mode 100644 modules/nf-core/gunc/run/tests/tags.yml
 create mode 100644 modules/nf-core/metaeuk/easypredict/environment.yml
 create mode 100644 modules/nf-core/metaeuk/easypredict/tests/main.nf.test
 create mode 100644 modules/nf-core/metaeuk/easypredict/tests/main.nf.test.snap

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8d16326a8..ed8b30c19 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -26,6 +26,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#841](https://github.com/nf-core/mag/pull/841) - MultiQC config updated to support CheckM, CheckM2, and GTDB-Tk (by @harper357)
 - [#844](https://github.com/nf-core/mag/pull/843) - Change loading mechanism of internal PhiX/Lambda databases to improve Dev UX when schema building (by @jfy133)
 - [#851](https://github.com/nf-core/mag/pull/851) - Improve structure of local modules and subworkflows (by @dialvarezs)
+- [#853](https://github.com/nf-core/mag/pull/853) - Update nf-core modules and subworkflows (by @dialvarezs)
 
 ### `Fixed`
 
@@ -37,7 +38,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 | Tool       | Previous version | New version |
 | ---------- | ---------------- | ----------- |
-| BUSCO      | 5.2.3            | 6.0.1       |
+| BUSCO      | 5.8.3            | 6.0.1       |
 | CAT        | 5.2.3            | 6.0.1       |
 | centrifuge | 1.0.4.1          | 1.0.4.2     |
 | nanolyse   | 1.41.6           | 1.44.1      |
@@ -49,7 +50,6 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 | nf-core    | 3.2.0            | 3.3.2       |
 | pydamage   | 0.7.0            | 1.0.0       |
 | seqtk      | 1.3              | 1.4         |
-| seqtk      | 1.3              | 1.4         |
 
 ### `Deprecated`
 
diff --git a/modules.json b/modules.json
index 4496c9895..a71dd9892 100644
--- a/modules.json
+++ b/modules.json
@@ -178,17 +178,17 @@
                     },
                     "gunc/downloaddb": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "gunc/mergecheckm": {
                         "branch": "master",
-                        "git_sha": "b6515a01897b11b64b3368858c0359b4c813ad1e",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "gunc/run": {
                         "branch": "master",
-                        "git_sha": "b6515a01897b11b64b3368858c0359b4c813ad1e",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "gunzip": {
@@ -218,7 +218,7 @@
                     },
                     "metaeuk/easypredict": {
                         "branch": "master",
-                        "git_sha": "30d06da5bd7ae67be32758bf512cd75a4325d386",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "metamdbg/asm": {
diff --git a/modules/nf-core/gunc/downloaddb/environment.yml b/modules/nf-core/gunc/downloaddb/environment.yml
new file mode 100644
index 000000000..c757c1fd5
--- /dev/null
+++ b/modules/nf-core/gunc/downloaddb/environment.yml
@@ -0,0 +1,8 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+
+dependencies:
+  - bioconda::gunc=1.0.6
diff --git a/modules/nf-core/gunc/downloaddb/main.nf b/modules/nf-core/gunc/downloaddb/main.nf
index a080d8f23..71cac4649 100644
--- a/modules/nf-core/gunc/downloaddb/main.nf
+++ b/modules/nf-core/gunc/downloaddb/main.nf
@@ -2,10 +2,10 @@ process GUNC_DOWNLOADDB {
     tag "$db_name"
     label 'process_single'
 
-    conda "bioconda::gunc=1.0.5"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/gunc:1.0.5--pyhdfd78af_0' :
-        'biocontainers/gunc:1.0.5--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/gunc:1.0.6--pyhdfd78af_0' :
+        'biocontainers/gunc:1.0.6--pyhdfd78af_0' }"
 
     input:
     val db_name
@@ -27,4 +27,15 @@ process GUNC_DOWNLOADDB {
         gunc: \$( gunc --version )
     END_VERSIONS
     """
+
+    stub:
+    def args = task.ext.args ?: ''
+    """
+    touch ${db_name}.dmnd
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        gunc: \$( gunc --version )
+    END_VERSIONS
+    """
 }
diff --git a/modules/nf-core/gunc/downloaddb/meta.yml b/modules/nf-core/gunc/downloaddb/meta.yml
index c36ff3f3e..04a89dcd9 100644
--- a/modules/nf-core/gunc/downloaddb/meta.yml
+++ b/modules/nf-core/gunc/downloaddb/meta.yml
@@ -1,5 +1,6 @@
 name: gunc_downloaddb
-description: Download database for GUNC detection of Chimerism and Contamination in Prokaryotic Genomes
+description: Download database for GUNC detection of Chimerism and Contamination in
+  Prokaryotic Genomes
 keywords:
   - download
   - prokaryote
@@ -9,28 +10,34 @@ keywords:
   - chimeras
 tools:
   - gunc:
-      description: Python package for detection of chimerism and contamination in prokaryotic genomes.
+      description: Python package for detection of chimerism and contamination in prokaryotic
+        genomes.
       homepage: https://grp-bork.embl-community.io/gunc/
       documentation: https://grp-bork.embl-community.io/gunc/
       tool_dev_url: https://github.com/grp-bork/gunc
       doi: "10.1186/s13059-021-02393-0"
       licence: ["GNU General Public v3 or later (GPL v3+)"]
-
+      identifier: biotools:gunc
 input:
   - db_name:
       type: string
       description: "Which database to download. Options: progenomes or gtdb"
       pattern: "progenomes|gtdb"
-
 output:
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
-  - db:
-      type: file
-      description: GUNC database file
-      pattern: "*.dmnd"
-
+  db:
+    - "*.dmnd":
+        type: file
+        description: GUNC database file
+        pattern: "*.dmnd"
+        ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@jfy133"
+maintainers:
+  - "@jfy133"
diff --git a/modules/nf-core/gunc/downloaddb/tests/main.nf.test b/modules/nf-core/gunc/downloaddb/tests/main.nf.test
new file mode 100644
index 000000000..b719ab26f
--- /dev/null
+++ b/modules/nf-core/gunc/downloaddb/tests/main.nf.test
@@ -0,0 +1,56 @@
+
+nextflow_process {
+
+    name "Test Process GUNC_DOWNLOADDB"
+    script "../main.nf"
+    process "GUNC_DOWNLOADDB"
+
+    tag "modules"
+    tag "modules_nfcore"
+    tag "gunc"
+    tag "gunc/downloaddb"
+
+    test("test-gunc-downloaddb") {
+
+        when {
+            process {
+                """
+                input[0] = 'progenomes'
+
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    file(process.out.db[0]).name, // ~ 12 GB file
+                    process.out.versions
+                    ).match()
+                }
+            )
+        }
+    }
+
+    test("test-gunc-downloaddb-stub") {
+        options '-stub'
+
+        when {
+            process {
+                """
+                input[0] = 'progenomes'
+
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+
+}
diff --git a/modules/nf-core/gunc/downloaddb/tests/main.nf.test.snap b/modules/nf-core/gunc/downloaddb/tests/main.nf.test.snap
new file mode 100644
index 000000000..eac880d15
--- /dev/null
+++ b/modules/nf-core/gunc/downloaddb/tests/main.nf.test.snap
@@ -0,0 +1,38 @@
+{
+    "test-gunc-downloaddb": {
+        "content": [
+            "gunc_db_progenomes2.1.dmnd",
+            [
+                "versions.yml:md5,5ce1c695848ee48977b982a369b01141"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.1",
+            "nextflow": "24.10.0"
+        },
+        "timestamp": "2024-11-01T07:23:05.696265018"
+    },
+    "test-gunc-downloaddb-stub": {
+        "content": [
+            {
+                "0": [
+                    "progenomes.dmnd:md5,d41d8cd98f00b204e9800998ecf8427e"
+                ],
+                "1": [
+                    "versions.yml:md5,5ce1c695848ee48977b982a369b01141"
+                ],
+                "db": [
+                    "progenomes.dmnd:md5,d41d8cd98f00b204e9800998ecf8427e"
+                ],
+                "versions": [
+                    "versions.yml:md5,5ce1c695848ee48977b982a369b01141"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.1",
+            "nextflow": "24.10.0"
+        },
+        "timestamp": "2024-11-01T07:23:16.109775313"
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/gunc/mergecheckm/environment.yml b/modules/nf-core/gunc/mergecheckm/environment.yml
index 3a0264f43..c757c1fd5 100644
--- a/modules/nf-core/gunc/mergecheckm/environment.yml
+++ b/modules/nf-core/gunc/mergecheckm/environment.yml
@@ -1,3 +1,5 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
 channels:
   - conda-forge
   - bioconda
diff --git a/modules/nf-core/gunc/mergecheckm/meta.yml b/modules/nf-core/gunc/mergecheckm/meta.yml
index 4a7a2c1ce..ed7c3357c 100644
--- a/modules/nf-core/gunc/mergecheckm/meta.yml
+++ b/modules/nf-core/gunc/mergecheckm/meta.yml
@@ -29,13 +29,15 @@ input:
         type: file
         description: Path of a gunc_scores.tsv file (mandatory)
         pattern: "*.{bam,cram,sam}"
+        ontologies: []
     - checkm_file:
         type: file
         description: Output TSV from CheckM qa (ideally with -o 2 extended format)  (mandatory)
         pattern: "*.{bam,cram,sam}"
+        ontologies: []
 output:
-  - tsv:
-      - meta:
+  tsv:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -44,11 +46,15 @@ output:
           type: file
           description: Merged checkm/gunc results in TSV format
           pattern: "*.tsv"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@jfy133"
 maintainers:
diff --git a/modules/nf-core/gunc/mergecheckm/tests/tags.yml b/modules/nf-core/gunc/mergecheckm/tests/tags.yml
deleted file mode 100644
index d05282f2a..000000000
--- a/modules/nf-core/gunc/mergecheckm/tests/tags.yml
+++ /dev/null
@@ -1,6 +0,0 @@
-gunc/run:
-  - modules/nf-core/gunc/mergecheckm/**
-  - modules/nf-core/gunc/run/**
-  - modules/nf-core/gunc/downloaddb/**
-  - modules/nf-core/checkm/lineagewf/**
-  - modules/nf-core/checkm/qa/**
diff --git a/modules/nf-core/gunc/run/environment.yml b/modules/nf-core/gunc/run/environment.yml
index 3a0264f43..c757c1fd5 100644
--- a/modules/nf-core/gunc/run/environment.yml
+++ b/modules/nf-core/gunc/run/environment.yml
@@ -1,3 +1,5 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
 channels:
   - conda-forge
   - bioconda
diff --git a/modules/nf-core/gunc/run/meta.yml b/modules/nf-core/gunc/run/meta.yml
index 3ecc0b74d..b86176a3c 100644
--- a/modules/nf-core/gunc/run/meta.yml
+++ b/modules/nf-core/gunc/run/meta.yml
@@ -26,13 +26,15 @@ input:
         type: file
         description: A list of FASTA files containing contig (bins)
         pattern: "*.fa"
-  - - db:
-        type: file
-        description: GUNC database file
-        pattern: "*.dmnd"
+        ontologies: []
+  - db:
+      type: file
+      description: GUNC database file
+      pattern: "*.dmnd"
+      ontologies: []
 output:
-  - maxcss_level_tsv:
-      - meta:
+  maxcss_level_tsv:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -41,8 +43,10 @@ output:
           type: file
           description: Output file with results for the maximum CSS level
           pattern: "*.tsv"
-  - all_levels_tsv:
-      - meta:
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  all_levels_tsv:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -51,11 +55,15 @@ output:
           type: file
           description: Optional output file with results for each taxonomic level
           pattern: "*.tsv"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@jfy133"
 maintainers:
diff --git a/modules/nf-core/gunc/run/tests/tags.yml b/modules/nf-core/gunc/run/tests/tags.yml
deleted file mode 100644
index 0af964442..000000000
--- a/modules/nf-core/gunc/run/tests/tags.yml
+++ /dev/null
@@ -1,3 +0,0 @@
-gunc/run:
-  - modules/nf-core/gunc/run/**
-  - modules/nf-core/gunc/downloaddb/**
diff --git a/modules/nf-core/metaeuk/easypredict/environment.yml b/modules/nf-core/metaeuk/easypredict/environment.yml
new file mode 100644
index 000000000..5a9fb7ae8
--- /dev/null
+++ b/modules/nf-core/metaeuk/easypredict/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::metaeuk=6.a5d39d9
diff --git a/modules/nf-core/metaeuk/easypredict/main.nf b/modules/nf-core/metaeuk/easypredict/main.nf
index 5caf38f96..5a70976c7 100644
--- a/modules/nf-core/metaeuk/easypredict/main.nf
+++ b/modules/nf-core/metaeuk/easypredict/main.nf
@@ -2,7 +2,7 @@ process METAEUK_EASYPREDICT {
     tag "$meta.id"
     label 'process_medium'
 
-    conda "bioconda::metaeuk=6.a5d39d9"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/metaeuk:6.a5d39d9--pl5321hf1761c0_2':
         'biocontainers/metaeuk:6.a5d39d9--pl5321hf1761c0_2' }"
@@ -22,8 +22,8 @@ process METAEUK_EASYPREDICT {
     task.ext.when == null || task.ext.when
 
     script:
-    def args = task.ext.args ?: ''
-    prefix = task.ext.prefix ?: "${meta.id}"
+    def args = task.ext.args   ?: ''
+    prefix   = task.ext.prefix ?: "${meta.id}"
     """
     if [ -d ${database} ]; then
         ## if supplying an mmseqs database as a directory, metaeuk requires the basename of the database
diff --git a/modules/nf-core/metaeuk/easypredict/meta.yml b/modules/nf-core/metaeuk/easypredict/meta.yml
index 6fe44d0b7..573ca2b7a 100644
--- a/modules/nf-core/metaeuk/easypredict/meta.yml
+++ b/modules/nf-core/metaeuk/easypredict/meta.yml
@@ -1,4 +1,3 @@
----
 # yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/yaml-schema.json
 name: "metaeuk_easypredict"
 description: Annotation of eukaryotic metagenomes using MetaEuk
@@ -8,60 +7,86 @@ keywords:
   - fasta
 tools:
   - "metaeuk":
-      description: "MetaEuk - sensitive, high-throughput gene discovery and annotation for large-scale eukaryotic metagenomics"
+      description: "MetaEuk - sensitive, high-throughput gene discovery and annotation
+        for large-scale eukaryotic metagenomics"
       homepage: https://github.com/soedinglab/metaeuk
       documentation: https://github.com/soedinglab/metaeuk
       tool_dev_url: https://github.com/soedinglab/metaeuk
       doi: "10.1186/s40168-020-00808-x"
-      licence: "['GPL v3']"
-
+      licence: ["GPL v3"]
+      identifier: biotools:MetaEuk
 input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-
-  - fasta:
-      type: file
-      description: Nucleotide FASTA file for annotation
-      pattern: "*.{fasta,fa,fasta.gz,fa.gz}"
-
+  - - meta:
+        type: map
+        description: |
+          Groovy Map containing sample information
+          e.g. [ id:'test', single_end:false ]
+    - fasta:
+        type: file
+        description: Nucleotide FASTA file for annotation
+        pattern: "*.{fasta,fa,fasta.gz,fa.gz}"
+        ontologies: []
   - database:
       type: file
-      description: Either a fasta file containing protein sequences, or a directory containing an mmseqs2-formatted protein database
-
+      description: Either a fasta file containing protein sequences, or a directory
+        containing an mmseqs2-formatted protein database
+      ontologies: []
 output:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
-
-  - faa:
-      type: file
-      description: Protein FASTA file containing the exons from the input FASTA file
-      pattern: "*.{fas}"
-
-  - codon:
-      type: file
-      description: Nucleotide FASTA file of protein-coding sequences
-      pattern: "*.{codon.fas}"
-
-  - tsv:
-      type: file
-      description: TSV file containing locations of each protein coding sequence in the input fasta
-      pattern: "*.headersMap.{tsv}"
-
-  - gff:
-      type: file
-      description: Annotation file in GFF format
-      pattern: "*.{gff}"
-
+  faa:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - ${prefix}.fas:
+          type: file
+          description: Protein FASTA file containing the exons from the input FASTA
+            file
+          pattern: "*.{fas}"
+          ontologies: []
+  codon:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - ${prefix}.codon.fas:
+          type: file
+          description: Nucleotide FASTA file of protein-coding sequences
+          pattern: "*.{codon.fas}"
+          ontologies: []
+  tsv:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.tsv":
+          type: file
+          description: TSV file containing locations of each protein coding sequence
+            in the input fasta
+          pattern: "*.headersMap.{tsv}"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  gff:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.gff":
+          type: file
+          description: Annotation file in GFF format
+          pattern: "*.{gff}"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@prototaxites"
+maintainers:
+  - "@prototaxites"
diff --git a/modules/nf-core/metaeuk/easypredict/tests/main.nf.test b/modules/nf-core/metaeuk/easypredict/tests/main.nf.test
new file mode 100644
index 000000000..0fd5befbb
--- /dev/null
+++ b/modules/nf-core/metaeuk/easypredict/tests/main.nf.test
@@ -0,0 +1,94 @@
+nextflow_process {
+
+    name "Test Process METAEUK_EASYPREDICT"
+
+    script "../main.nf"
+    process "METAEUK_EASYPREDICT"
+
+    tag "modules"
+    tag "modules_nfcore"
+    tag "mmseqs"
+    tag "mmseqs/databases"
+    tag "metaeuk"
+    tag "metaeuk/easypredict"
+
+    test("homo_sapiens - fasta - fasta") {
+        when {
+            process {
+                """
+                input[0] = [
+                    [id:'test'],
+                    file(params.modules_testdata_base_path + 'genomics/homo_sapiens/genome/genome.fasta', checkIfExists:true)
+                ]
+                input[1] = [
+                    file(params.modules_testdata_base_path + 'proteomics/database/yeast_UPS.fasta', checkIfExists:true)
+                ]
+                """
+            }
+        }
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+    
+    test("homo_sapiens - fasta - mmseqs db") {
+        setup {
+            run("MMSEQS_DATABASES") {
+                script "../../../mmseqs/databases/main.nf"
+                
+                process {
+                    """
+                    input[0] = 'UniProtKB/Swiss-Prot'
+                    """
+                }
+            }
+        }
+        when {
+            process {
+                """
+                input[0] = [
+                    [id:'test'],
+                    file(params.modules_testdata_base_path + 'genomics/homo_sapiens/genome/genome.fasta', checkIfExists:true)
+                ]
+                input[1] = MMSEQS_DATABASES.out.database
+                """
+            }
+        }
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+    
+    
+    test("homo_sapiens - fasta - fasta -- stub") {
+        options '-stub'
+        when {
+            process {
+                """
+                input[0] = [
+                    [id:'test'],
+                    file(params.modules_testdata_base_path + 'genomics/homo_sapiens/genome/genome.fasta', checkIfExists:true)
+                ]
+                input[1] = [
+                    file(params.modules_testdata_base_path + 'proteomics/database/yeast_UPS.fasta', checkIfExists:true)
+                ]
+                """
+            }
+        }
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    process.out,
+                    path(process.out.versions[0]).yaml
+                ).match() }
+            )
+        }
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/metaeuk/easypredict/tests/main.nf.test.snap b/modules/nf-core/metaeuk/easypredict/tests/main.nf.test.snap
new file mode 100644
index 000000000..c3e7fa70d
--- /dev/null
+++ b/modules/nf-core/metaeuk/easypredict/tests/main.nf.test.snap
@@ -0,0 +1,250 @@
+{
+    "homo_sapiens - fasta - fasta": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.fas:md5,99e9062723af0b474c21de91a4f5dab0"
+                    ]
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.codon.fas:md5,6eed1f7651d7ba82171cb02014884e5f"
+                    ]
+                ],
+                "2": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.headersMap.tsv:md5,b3628c76d7385d326bd8a7931d974cff"
+                    ]
+                ],
+                "3": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.gff:md5,be171e6f1e1e546909ad540ff0a9ffe4"
+                    ]
+                ],
+                "4": [
+                    "versions.yml:md5,1531f1accffc57ad6356562edddd293c"
+                ],
+                "codon": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.codon.fas:md5,6eed1f7651d7ba82171cb02014884e5f"
+                    ]
+                ],
+                "faa": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.fas:md5,99e9062723af0b474c21de91a4f5dab0"
+                    ]
+                ],
+                "gff": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.gff:md5,be171e6f1e1e546909ad540ff0a9ffe4"
+                    ]
+                ],
+                "tsv": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.headersMap.tsv:md5,b3628c76d7385d326bd8a7931d974cff"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,1531f1accffc57ad6356562edddd293c"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-05-13T13:47:37.209549006"
+    },
+    "homo_sapiens - fasta - fasta -- stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.fas:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.codon.fas:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "2": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.headersMap.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "3": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.gff:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "4": [
+                    "versions.yml:md5,1531f1accffc57ad6356562edddd293c"
+                ],
+                "codon": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.codon.fas:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "faa": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.fas:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "gff": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.gff:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "tsv": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.headersMap.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,1531f1accffc57ad6356562edddd293c"
+                ]
+            },
+            {
+                "METAEUK_EASYPREDICT": {
+                    "metaeuk": "6.a5d39d9"
+                }
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-05-13T14:31:24.596939822"
+    },
+    "homo_sapiens - fasta - mmseqs db": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.fas:md5,12f4e8ec95c42d7dae05fe1941fd7d13"
+                    ]
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.codon.fas:md5,1cf74897a057f592a97469c9590d8024"
+                    ]
+                ],
+                "2": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.headersMap.tsv:md5,9ac44dc6ac5e22faaf18436b57902009"
+                    ]
+                ],
+                "3": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.gff:md5,108d840620f63ff780e78a52e5def80c"
+                    ]
+                ],
+                "4": [
+                    "versions.yml:md5,1531f1accffc57ad6356562edddd293c"
+                ],
+                "codon": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.codon.fas:md5,1cf74897a057f592a97469c9590d8024"
+                    ]
+                ],
+                "faa": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.fas:md5,12f4e8ec95c42d7dae05fe1941fd7d13"
+                    ]
+                ],
+                "gff": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.gff:md5,108d840620f63ff780e78a52e5def80c"
+                    ]
+                ],
+                "tsv": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.headersMap.tsv:md5,9ac44dc6ac5e22faaf18436b57902009"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,1531f1accffc57ad6356562edddd293c"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-05-13T13:49:42.36794265"
+    }
+}
\ No newline at end of file

From cd4438814417099d91998c493462815cef678490 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Fri, 22 Aug 2025 12:17:25 -0300
Subject: [PATCH 067/288] Update nf-core subworkflows

---
 modules.json                                                | 6 +++---
 subworkflows/nf-core/utils_nextflow_pipeline/tests/tags.yml | 2 --
 subworkflows/nf-core/utils_nfcore_pipeline/tests/tags.yml   | 2 --
 .../nf-core/utils_nfschema_plugin/tests/nextflow.config     | 2 +-
 .../utils_nfschema_plugin/tests/nextflow_schema.json        | 2 +-
 5 files changed, 5 insertions(+), 9 deletions(-)
 delete mode 100644 subworkflows/nf-core/utils_nextflow_pipeline/tests/tags.yml
 delete mode 100644 subworkflows/nf-core/utils_nfcore_pipeline/tests/tags.yml

diff --git a/modules.json b/modules.json
index a71dd9892..27606d38e 100644
--- a/modules.json
+++ b/modules.json
@@ -348,17 +348,17 @@
                     },
                     "utils_nextflow_pipeline": {
                         "branch": "master",
-                        "git_sha": "c2b22d85f30a706a3073387f30380704fcae013b",
+                        "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
                         "installed_by": ["subworkflows"]
                     },
                     "utils_nfcore_pipeline": {
                         "branch": "master",
-                        "git_sha": "51ae5406a030d4da1e49e4dab49756844fdd6c7a",
+                        "git_sha": "05954dab2ff481bcb999f24455da29a5828af08d",
                         "installed_by": ["subworkflows"]
                     },
                     "utils_nfschema_plugin": {
                         "branch": "master",
-                        "git_sha": "2fd2cd6d0e7b273747f32e465fdc6bcc3ae0814e",
+                        "git_sha": "dcd088f483cede0c3df4034d405126f05a764cc7",
                         "installed_by": ["subworkflows"]
                     }
                 }
diff --git a/subworkflows/nf-core/utils_nextflow_pipeline/tests/tags.yml b/subworkflows/nf-core/utils_nextflow_pipeline/tests/tags.yml
deleted file mode 100644
index f84761125..000000000
--- a/subworkflows/nf-core/utils_nextflow_pipeline/tests/tags.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-subworkflows/utils_nextflow_pipeline:
-  - subworkflows/nf-core/utils_nextflow_pipeline/**
diff --git a/subworkflows/nf-core/utils_nfcore_pipeline/tests/tags.yml b/subworkflows/nf-core/utils_nfcore_pipeline/tests/tags.yml
deleted file mode 100644
index ac8523c9a..000000000
--- a/subworkflows/nf-core/utils_nfcore_pipeline/tests/tags.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-subworkflows/utils_nfcore_pipeline:
-  - subworkflows/nf-core/utils_nfcore_pipeline/**
diff --git a/subworkflows/nf-core/utils_nfschema_plugin/tests/nextflow.config b/subworkflows/nf-core/utils_nfschema_plugin/tests/nextflow.config
index 09ef842ae..443e828cf 100644
--- a/subworkflows/nf-core/utils_nfschema_plugin/tests/nextflow.config
+++ b/subworkflows/nf-core/utils_nfschema_plugin/tests/nextflow.config
@@ -5,4 +5,4 @@ plugins {
 validation {
     parametersSchema = "${projectDir}/subworkflows/nf-core/utils_nfschema_plugin/tests/nextflow_schema.json"
     monochromeLogs = true
-}
\ No newline at end of file
+}
diff --git a/subworkflows/nf-core/utils_nfschema_plugin/tests/nextflow_schema.json b/subworkflows/nf-core/utils_nfschema_plugin/tests/nextflow_schema.json
index 413504502..331e0d2f4 100644
--- a/subworkflows/nf-core/utils_nfschema_plugin/tests/nextflow_schema.json
+++ b/subworkflows/nf-core/utils_nfschema_plugin/tests/nextflow_schema.json
@@ -1,6 +1,6 @@
 {
     "$schema": "https://json-schema.org/draft/2020-12/schema",
-    "$id": "https://raw.githubusercontent.com/nf-core/mag/main/nextflow_schema.json",
+    "$id": "https://raw.githubusercontent.com/./master/nextflow_schema.json",
     "title": ". pipeline parameters",
     "description": "",
     "type": "object",

From 238645b5712158db67af1296b05f3e2aeab00a40 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Fri, 22 Aug 2025 12:19:50 -0300
Subject: [PATCH 068/288] Bump BUSCO version in snapshot

---
 tests/default.nf.test.snap | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index 9513dcf09..ad52bfd3c 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -12,7 +12,7 @@
                     "bowtie2": "2.4.2"
                 },
                 "BUSCO_BUSCO": {
-                    "busco": "5.8.3"
+                    "busco": "6.0.0"
                 },
                 "CATPACK_ADDNAMES_BINS": {
                     "catpack": 6.0

From 423d2cf22e00e29d1d64b226044d172f41927188 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Fri, 22 Aug 2025 12:25:45 -0300
Subject: [PATCH 069/288] Update metabat2

---
 CHANGELOG.md                                  |   1 +
 modules.json                                  |   4 +-
 .../environment.yml                           |   7 +
 .../jgisummarizebamcontigdepths/main.nf       |  13 +-
 .../jgisummarizebamcontigdepths/meta.yml      |  66 +++---
 .../tests/main.nf.test                        |  60 ++++++
 .../tests/main.nf.test.snap                   |  68 +++++++
 .../nf-core/metabat2/metabat2/environment.yml |   7 +
 modules/nf-core/metabat2/metabat2/main.nf     |  33 ++-
 modules/nf-core/metabat2/metabat2/meta.yml    | 136 ++++++++-----
 .../metabat2/metabat2/tests/main.nf.test      | 131 ++++++++++++
 .../metabat2/metabat2/tests/main.nf.test.snap | 188 ++++++++++++++++++
 .../metabat2/metabat2/tests/nextflow.config   |   5 +
 13 files changed, 633 insertions(+), 86 deletions(-)
 create mode 100644 modules/nf-core/metabat2/jgisummarizebamcontigdepths/environment.yml
 create mode 100644 modules/nf-core/metabat2/jgisummarizebamcontigdepths/tests/main.nf.test
 create mode 100644 modules/nf-core/metabat2/jgisummarizebamcontigdepths/tests/main.nf.test.snap
 create mode 100644 modules/nf-core/metabat2/metabat2/environment.yml
 create mode 100644 modules/nf-core/metabat2/metabat2/tests/main.nf.test
 create mode 100644 modules/nf-core/metabat2/metabat2/tests/main.nf.test.snap
 create mode 100644 modules/nf-core/metabat2/metabat2/tests/nextflow.config

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ed8b30c19..b50cccac4 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -43,6 +43,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 | centrifuge | 1.0.4.1          | 1.0.4.2     |
 | nanolyse   | 1.41.6           | 1.44.1      |
 | flye       |                  | 2.9.5       |
+| metabat2   | 2.15             | 2.17        |
 | metamdbg   |                  | 1.0         |
 | minimap2   |                  | 2.29        |
 | mmseqs2    | 14.7e284         | 17.b804f    |
diff --git a/modules.json b/modules.json
index 27606d38e..22b7b3fdb 100644
--- a/modules.json
+++ b/modules.json
@@ -208,12 +208,12 @@
                     },
                     "metabat2/jgisummarizebamcontigdepths": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "metabat2/metabat2": {
                         "branch": "master",
-                        "git_sha": "d2e220fdec3aa2f4482c70017df4cdf8a4c94f27",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "metaeuk/easypredict": {
diff --git a/modules/nf-core/metabat2/jgisummarizebamcontigdepths/environment.yml b/modules/nf-core/metabat2/jgisummarizebamcontigdepths/environment.yml
new file mode 100644
index 000000000..ba3045e5c
--- /dev/null
+++ b/modules/nf-core/metabat2/jgisummarizebamcontigdepths/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::metabat2=2.15
diff --git a/modules/nf-core/metabat2/jgisummarizebamcontigdepths/main.nf b/modules/nf-core/metabat2/jgisummarizebamcontigdepths/main.nf
index 7804ea01e..df3971fc3 100644
--- a/modules/nf-core/metabat2/jgisummarizebamcontigdepths/main.nf
+++ b/modules/nf-core/metabat2/jgisummarizebamcontigdepths/main.nf
@@ -2,7 +2,7 @@ process METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS {
     tag "$meta.id"
     label 'process_medium'
 
-    conda "bioconda::metabat2=2.15"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/metabat2:2.15--h986a166_1' :
         'biocontainers/metabat2:2.15--h986a166_1' }"
@@ -35,4 +35,15 @@ process METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS {
         metabat2: \$( metabat2 --help 2>&1 | head -n 2 | tail -n 1| sed 's/.*\\:\\([0-9]*\\.[0-9]*\\).*/\\1/' )
     END_VERSIONS
     """
+
+    stub:
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    """
+    echo | gzip > ${prefix}.txt.gz
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        metabat2: \$( metabat2 --help 2>&1 | head -n 2 | tail -n 1| sed 's/.*\\:\\([0-9]*\\.[0-9]*\\).*/\\1/' )
+    END_VERSIONS
+    """
 }
diff --git a/modules/nf-core/metabat2/jgisummarizebamcontigdepths/meta.yml b/modules/nf-core/metabat2/jgisummarizebamcontigdepths/meta.yml
index ff0ab40e3..c8fa21572 100644
--- a/modules/nf-core/metabat2/jgisummarizebamcontigdepths/meta.yml
+++ b/modules/nf-core/metabat2/jgisummarizebamcontigdepths/meta.yml
@@ -15,36 +15,44 @@ tools:
       tool_dev_url: https://bitbucket.org/berkeleylab/metabat/src/master/
       doi: "10.7717/peerj.7359"
       licence: ["BSD-3-clause-LBNL"]
-
+      identifier: ""
 input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - bam:
-      type: file
-      description: Sorted BAM file of reads aligned on the assembled contigs
-      pattern: "*.bam"
-  - bai:
-      type: file
-      description: BAM index file
-      pattern: "*.bam.bai"
-
+  - - meta:
+        type: map
+        description: |
+          Groovy Map containing sample information
+          e.g. [ id:'test', single_end:false ]
+    - bam:
+        type: file
+        description: Sorted BAM file of reads aligned on the assembled contigs
+        pattern: "*.bam"
+        ontologies: []
+    - bai:
+        type: file
+        description: BAM index file
+        pattern: "*.bam.bai"
+        ontologies: []
 output:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
-  - depth:
-      type: file
-      description: Text file listing the coverage per contig
-      pattern: ".txt.gz"
-
+  depth:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.txt.gz":
+          type: file
+          description: Text file listing the coverage per contig
+          pattern: ".txt.gz"
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@maxibor"
+maintainers:
+  - "@maxibor"
diff --git a/modules/nf-core/metabat2/jgisummarizebamcontigdepths/tests/main.nf.test b/modules/nf-core/metabat2/jgisummarizebamcontigdepths/tests/main.nf.test
new file mode 100644
index 000000000..d4852ba5b
--- /dev/null
+++ b/modules/nf-core/metabat2/jgisummarizebamcontigdepths/tests/main.nf.test
@@ -0,0 +1,60 @@
+
+nextflow_process {
+
+    name "Test Process METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS"
+    script "../main.nf"
+    process "METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS"
+
+    tag "modules"
+    tag "modules_nfcore"
+    tag "metabat2"
+    tag "metabat2/jgisummarizebamcontigdepths"
+
+    test("test-metabat2-jgisummarizebamcontigdepths") {
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test' ], // meta map
+				    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/bam/test.paired_end.sorted.bam', checkIfExists: true),
+				    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/bam/test.paired_end.sorted.bam.bai', checkIfExists: true)
+                ]
+
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+
+    test("test-metabat2-jgisummarizebamcontigdepths-stub") {
+        options '-stub'
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test' ], // meta map
+				    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/bam/test.paired_end.sorted.bam', checkIfExists: true),
+				    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/bam/test.paired_end.sorted.bam.bai', checkIfExists: true)
+                ]
+
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+
+}
diff --git a/modules/nf-core/metabat2/jgisummarizebamcontigdepths/tests/main.nf.test.snap b/modules/nf-core/metabat2/jgisummarizebamcontigdepths/tests/main.nf.test.snap
new file mode 100644
index 000000000..29e60c37d
--- /dev/null
+++ b/modules/nf-core/metabat2/jgisummarizebamcontigdepths/tests/main.nf.test.snap
@@ -0,0 +1,68 @@
+{
+    "test-metabat2-jgisummarizebamcontigdepths": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.txt.gz:md5,c7448ff92b336561540717e7b0ca0702"
+                    ]
+                ],
+                "1": [
+                    "versions.yml:md5,2884d72385b65d0737899da5cb9e89d5"
+                ],
+                "depth": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.txt.gz:md5,c7448ff92b336561540717e7b0ca0702"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,2884d72385b65d0737899da5cb9e89d5"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.0",
+            "nextflow": "24.04.4"
+        },
+        "timestamp": "2024-09-05T20:02:46.985235"
+    },
+    "test-metabat2-jgisummarizebamcontigdepths-stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.txt.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "1": [
+                    "versions.yml:md5,2884d72385b65d0737899da5cb9e89d5"
+                ],
+                "depth": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.txt.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,2884d72385b65d0737899da5cb9e89d5"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.0",
+            "nextflow": "24.04.4"
+        },
+        "timestamp": "2024-09-05T20:01:24.531629"
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/metabat2/metabat2/environment.yml b/modules/nf-core/metabat2/metabat2/environment.yml
new file mode 100644
index 000000000..57943daa2
--- /dev/null
+++ b/modules/nf-core/metabat2/metabat2/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::metabat2=2.17
diff --git a/modules/nf-core/metabat2/metabat2/main.nf b/modules/nf-core/metabat2/metabat2/main.nf
index 7cbee6785..38f90f167 100644
--- a/modules/nf-core/metabat2/metabat2/main.nf
+++ b/modules/nf-core/metabat2/metabat2/main.nf
@@ -2,10 +2,10 @@ process METABAT2_METABAT2 {
     tag "$meta.id"
     label 'process_medium'
 
-    conda "bioconda::metabat2=2.15"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/metabat2:2.15--h986a166_1' :
-        'biocontainers/metabat2:2.15--h986a166_1' }"
+        'https://depot.galaxyproject.org/singularity/metabat2:2.17--hd498684_0' :
+        'biocontainers/metabat2:2.17--hd498684_0' }"
 
     input:
     tuple val(meta), path(fasta), path(depth)
@@ -24,15 +24,16 @@ process METABAT2_METABAT2 {
     script:
     def args             = task.ext.args   ?: ''
     def prefix           = task.ext.prefix ?: "${meta.id}"
-    def decompress_depth = depth           ? "gzip -d -f $depth"    : ""
-    def depth_file       = depth           ? "-a ${depth.baseName}" : ""
+    def clean_depth      = depth.toString() - ~/\.gz$/
+    def decompress_depth = (depth && depth.toString() != clean_depth) ? "gzip -d -f $depth" : ""
+    def depth_input      = depth ? "-a ${clean_depth}" : ""
     """
     $decompress_depth
 
     metabat2 \\
-        $args \\
+        ${args} \\
         -i $fasta \\
-        $depth_file \\
+        ${depth_input} \\
         -t $task.cpus \\
         --saveCls \\
         -o ${prefix}
@@ -45,4 +46,22 @@ process METABAT2_METABAT2 {
         metabat2: \$( metabat2 --help 2>&1 | head -n 2 | tail -n 1| sed 's/.*\\:\\([0-9]*\\.[0-9]*\\).*/\\1/' )
     END_VERSIONS
     """
+
+    stub:
+    def args             = task.ext.args   ?: ''
+    def prefix           = task.ext.prefix ?: "${meta.id}"
+    def decompress_depth = depth           ? "gzip -d -f $depth"    : ""
+    def depth_file       = depth           ? "-a ${depth.baseName}" : ""
+    """
+    echo "" | gzip -c > ${prefix}.1.fa.gz
+    echo "" | gzip -c > ${prefix}.1.tooShort.fa.gz
+    echo "" | gzip -c > ${prefix}.1.lowDepth.fa.gz
+    echo "" | gzip -c > ${prefix}.1.unbinned.fa.gz
+    echo "" | gzip -c > ${prefix}.tsv.gz
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        metabat2: \$( metabat2 --help 2>&1 | head -n 2 | tail -n 1| sed 's/.*\\:\\([0-9]*\\.[0-9]*\\).*/\\1/' )
+    END_VERSIONS
+    """
 }
diff --git a/modules/nf-core/metabat2/metabat2/meta.yml b/modules/nf-core/metabat2/metabat2/meta.yml
index 37f80fdfe..ec12cbd6a 100644
--- a/modules/nf-core/metabat2/metabat2/meta.yml
+++ b/modules/nf-core/metabat2/metabat2/meta.yml
@@ -15,55 +15,97 @@ tools:
       tool_dev_url: https://bitbucket.org/berkeleylab/metabat/src/master/
       doi: "10.7717/peerj.7359"
       licence: ["BSD-3-clause-LBNL"]
-
+      identifier: ""
 input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - fasta:
-      type: file
-      description: Fasta file of the assembled contigs
-      pattern: "*.{fa,fas,fasta,fna,fa.gz,fas.gz,fasta.gz,fna.gz}"
-  - depth:
-      type: file
-      description: |
-        Optional text file listing the coverage per contig pre-generated
-        by metabat2_jgisummarizebamcontigdepths
-      pattern: "*.txt"
-
+  - - meta:
+        type: map
+        description: |
+          Groovy Map containing sample information
+          e.g. [ id:'test', single_end:false ]
+    - fasta:
+        type: file
+        description: Fasta file of the assembled contigs
+        pattern: "*.{fa,fas,fasta,fna,fa.gz,fas.gz,fasta.gz,fna.gz}"
+        ontologies: []
+    - depth:
+        type: file
+        description: |
+          Optional text file listing the coverage per contig pre-generated
+          by metabat2_jgisummarizebamcontigdepths
+        pattern: "*.txt"
+        ontologies: []
 output:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
-  - fasta:
-      type: file
-      description: Bins created from assembled contigs in fasta file
-      pattern: "*.fa.gz"
-  - tooshort:
-      type: file
-      description: Contigs that did not pass length filtering
-      pattern: "*.tooShort.fa.gz"
-  - lowdepth:
-      type: file
-      description: Contigs that did not have sufficient depth for binning
-      pattern: "*.lowDepth.fa.gz"
-  - unbinned:
-      type: file
-      description: Contigs that pass length and depth filtering but could not be binned
-      pattern: "*.unbinned.fa.gz"
-  - membership:
-      type: file
-      description: cluster memberships as a matrix format.
-      pattern: "*.tsv.gz"
-
+  tooshort:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.tooShort.fa.gz":
+          type: file
+          description: Contigs that did not pass length filtering
+          pattern: "*.tooShort.fa.gz"
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  lowdepth:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.lowDepth.fa.gz":
+          type: file
+          description: Contigs that did not have sufficient depth for binning
+          pattern: "*.lowDepth.fa.gz"
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  unbinned:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.unbinned.fa.gz":
+          type: file
+          description: Contigs that pass length and depth filtering but could not be
+            binned
+          pattern: "*.unbinned.fa.gz"
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  membership:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.tsv.gz":
+          type: file
+          description: cluster memberships as a matrix format.
+          pattern: "*.tsv.gz"
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  fasta:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*[!lowDepth|tooShort|unbinned].fa.gz":
+          type: file
+          description: Bins created from assembled contigs in fasta file
+          pattern: "*.fa.gz"
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@maxibor"
   - "@jfy133"
+maintainers:
+  - "@maxibor"
+  - "@jfy133"
diff --git a/modules/nf-core/metabat2/metabat2/tests/main.nf.test b/modules/nf-core/metabat2/metabat2/tests/main.nf.test
new file mode 100644
index 000000000..72733415b
--- /dev/null
+++ b/modules/nf-core/metabat2/metabat2/tests/main.nf.test
@@ -0,0 +1,131 @@
+// nf-core modules test metabat2/metabat2
+nextflow_process {
+
+    name "Test Process METABAT2_METABAT2"
+    script "../main.nf"
+    process "METABAT2_METABAT2"
+
+    tag "modules"
+    tag "modules_nfcore"
+    tag "gunzip"
+    tag "metabat2"
+    tag "metabat2/metabat2"
+    tag "metabat2/jgisummarizebamcontigdepths"
+
+    setup {
+        run("METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS") {
+            script "../../jgisummarizebamcontigdepths/main.nf"
+            process {
+                """
+                input[0] = [
+                                [id: 'test', single_end: false],
+                                file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/bam/test.paired_end.sorted.bam', checkIfExists: true),
+                                file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/bam/test.paired_end.sorted.bam.bai', checkIfExists: true),
+                            ]
+                """
+            }
+        }
+
+        run("GUNZIP") {
+            script "../../../gunzip/main.nf"
+            process {
+                """
+                input[0] = METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS.out.depth
+                """
+            }
+        }
+    }
+
+    test("sarscov2 - genome - fasta") {
+
+        when {
+            process {
+                """
+                input[0] = [
+                                [id: 'test', single_end: false],
+                                file(params.modules_testdata_base_path + 'genomics/sarscov2/genome/genome.fasta', checkIfExists: true),
+                                []
+                            ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+
+    }
+
+    test("sarscov2 - genome - fasta - depths") {
+
+        when {
+            process {
+                """
+                input[0] = Channel
+                            .fromPath(params.modules_testdata_base_path + 'genomics/sarscov2/genome/genome.fasta', checkIfExists: true)
+                            .map { it -> [[ id:'test', single_end:false ], it] }
+                            .join(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS.out.depth)
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(file(process.out.membership[0][1]).name).match() }
+            )
+        }
+
+    }
+
+    test("sarscov2 - genome - fasta - depths uncompressed") {
+
+        when {
+            process {
+                """
+                input[0] = Channel
+                            .fromPath(params.modules_testdata_base_path + 'genomics/sarscov2/genome/genome.fasta', checkIfExists: true)
+                            .map { it -> [[ id:'test', single_end:false ], it] }
+                            .join(GUNZIP.out.gunzip)
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(file(process.out.membership[0][1]).name).match() }
+            )
+        }
+
+    }
+
+    test("sarscov2 - genome - fasta - stub") {
+
+        options "-stub"
+
+        when {
+            process {
+                """
+                input[0] = [
+                                [id: 'test', single_end: false],
+                                file(params.modules_testdata_base_path + 'genomics/sarscov2/genome/genome.fasta', checkIfExists: true),
+                                []
+                            ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+
+    }
+
+}
diff --git a/modules/nf-core/metabat2/metabat2/tests/main.nf.test.snap b/modules/nf-core/metabat2/metabat2/tests/main.nf.test.snap
new file mode 100644
index 000000000..f2e51bb15
--- /dev/null
+++ b/modules/nf-core/metabat2/metabat2/tests/main.nf.test.snap
@@ -0,0 +1,188 @@
+{
+    "sarscov2 - genome - fasta": {
+        "content": [
+            {
+                "0": [
+                    
+                ],
+                "1": [
+                    
+                ],
+                "2": [
+                    
+                ],
+                "3": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.tsv.gz:md5,f50e2528d24fcd9a200cae3421945f05"
+                    ]
+                ],
+                "4": [
+                    
+                ],
+                "5": [
+                    "versions.yml:md5,f5ad39cc43905d8b2c61bf04772a1bda"
+                ],
+                "fasta": [
+                    
+                ],
+                "lowdepth": [
+                    
+                ],
+                "membership": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.tsv.gz:md5,f50e2528d24fcd9a200cae3421945f05"
+                    ]
+                ],
+                "tooshort": [
+                    
+                ],
+                "unbinned": [
+                    
+                ],
+                "versions": [
+                    "versions.yml:md5,f5ad39cc43905d8b2c61bf04772a1bda"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.2"
+        },
+        "timestamp": "2024-12-16T18:47:12.382730533"
+    },
+    "sarscov2 - genome - fasta - depths uncompressed": {
+        "content": [
+            "test.tsv.gz"
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.2"
+        },
+        "timestamp": "2024-12-16T17:07:33.15263136"
+    },
+    "sarscov2 - genome - fasta - depths": {
+        "content": [
+            "test.tsv.gz"
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.2"
+        },
+        "timestamp": "2024-12-16T17:07:19.028059191"
+    },
+    "sarscov2 - genome - fasta - stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.1.tooShort.fa.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.1.lowDepth.fa.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "2": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.1.unbinned.fa.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "3": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.tsv.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "4": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.1.fa.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "5": [
+                    "versions.yml:md5,f5ad39cc43905d8b2c61bf04772a1bda"
+                ],
+                "fasta": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.1.fa.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "lowdepth": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.1.lowDepth.fa.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "membership": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.tsv.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "tooshort": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.1.tooShort.fa.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "unbinned": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.1.unbinned.fa.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,f5ad39cc43905d8b2c61bf04772a1bda"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.2"
+        },
+        "timestamp": "2024-12-16T18:48:01.719015314"
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/metabat2/metabat2/tests/nextflow.config b/modules/nf-core/metabat2/metabat2/tests/nextflow.config
new file mode 100644
index 000000000..c2d809dcc
--- /dev/null
+++ b/modules/nf-core/metabat2/metabat2/tests/nextflow.config
@@ -0,0 +1,5 @@
+process {
+    withName: METABAT2_METABAT2 {
+        ext.args = '--minContig 1500 --minCV 0.1 --minCVSum 0.1 --minClsSize 10 --minS 2'
+    }
+}

From ea49e63ca229d82e1df6864be32a5310b12e11d8 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Fri, 22 Aug 2025 12:31:56 -0300
Subject: [PATCH 070/288] Fix BUSCO version in changelog

---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index b50cccac4..dff041431 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -38,7 +38,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 | Tool       | Previous version | New version |
 | ---------- | ---------------- | ----------- |
-| BUSCO      | 5.8.3            | 6.0.1       |
+| BUSCO      | 5.8.3            | 6.0.0       |
 | CAT        | 5.2.3            | 6.0.1       |
 | centrifuge | 1.0.4.1          | 1.0.4.2     |
 | nanolyse   | 1.41.6           | 1.44.1      |

From ddac1bed583ce0ab5fea4dac31e1123efe82fccb Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Fri, 22 Aug 2025 12:51:54 -0300
Subject: [PATCH 071/288] Fix metabat2 snaps

---
 tests/default.nf.test.snap           | 2 +-
 tests/test_alternatives.nf.test.snap | 4 ++--
 tests/test_single_end.nf.test.snap   | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index ad52bfd3c..3e46e7a8c 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -76,7 +76,7 @@
                     "metabat2": 2.15
                 },
                 "METABAT2_METABAT2": {
-                    "metabat2": 2.15
+                    "metabat2": 2.17
                 },
                 "METASPADES": {
                     "spades": "4.1.0"
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index 108e819cf..9086f9b7e 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -52,7 +52,7 @@
                     "metabat2": 2.15
                 },
                 "METABAT2_METABAT2": {
-                    "metabat2": 2.15
+                    "metabat2": 2.17
                 },
                 "SPLIT_FASTA": {
                     "python": "3.6.7",
@@ -317,7 +317,7 @@
                 "multiqc_fastqc.yaml:md5,f50da8bfd062b9399911ba19b34831db",
                 "multiqc_fastqc_fastqc-1.yaml:md5,4c2c5a5e7b370b0668c1360b7927d0a8",
                 "multiqc_general_stats.yaml:md5,8b8cbb9d6fe349084e3d2fe2ffdecda8",
-                "multiqc_software_versions.yaml:md5,f4434599f453d081b78d4bc377993ba8",
+                "multiqc_software_versions.yaml:md5,72a933b80779be004544d95fc0c22ae7",
                 "multiqc_trimmomatic.yaml:md5,d4aaff3725c28801ae0577d97c2f9b30",
                 "trimmomatic_plot.yaml:md5,9557cd587ace0a93912179cb0deafe3b"
             ]
diff --git a/tests/test_single_end.nf.test.snap b/tests/test_single_end.nf.test.snap
index c432acef4..2b73b4b4f 100644
--- a/tests/test_single_end.nf.test.snap
+++ b/tests/test_single_end.nf.test.snap
@@ -98,7 +98,7 @@
                     "metabat2": 2.15
                 },
                 "METABAT2_METABAT2": {
-                    "metabat2": 2.15
+                    "metabat2": 2.17
                 },
                 "PRODIGAL": {
                     "prodigal": "2.6.3",

From 2fce6a908b031bbff890dc7b5af61b8f643eb070 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Mon, 25 Aug 2025 12:31:27 -0300
Subject: [PATCH 072/288] Add new nf-test configs

---
 conf/test_hybrid.config                       |  25 +--
 conf/test_longreadonly.config                 |  34 ++++
 conf/test_longreadonly_alternatives.config    |  41 +++++
 nextflow.config                               |  46 ++----
 tests/test_hybrid.nf.test                     |  29 ++++
 tests/test_hybrid.nf.test.snap                | 145 ++++++++++++++++++
 tests/test_longreadonly.nf.test               |  29 ++++
 tests/test_longreadonly.nf.test.snap          | 110 +++++++++++++
 tests/test_longreadonly_alternatives.nf.test  |  29 ++++
 ...est_longreadonly_alternatives.nf.test.snap |  76 +++++++++
 10 files changed, 517 insertions(+), 47 deletions(-)
 create mode 100644 conf/test_longreadonly.config
 create mode 100644 conf/test_longreadonly_alternatives.config
 create mode 100644 tests/test_hybrid.nf.test
 create mode 100644 tests/test_hybrid.nf.test.snap
 create mode 100644 tests/test_longreadonly.nf.test
 create mode 100644 tests/test_longreadonly.nf.test.snap
 create mode 100644 tests/test_longreadonly_alternatives.nf.test
 create mode 100644 tests/test_longreadonly_alternatives.nf.test.snap

diff --git a/conf/test_hybrid.config b/conf/test_hybrid.config
index cfd1a4c06..e37b177bf 100644
--- a/conf/test_hybrid.config
+++ b/conf/test_hybrid.config
@@ -20,16 +20,17 @@ process {
 }
 
 params {
-    config_profile_name         = 'Test profile'
-    config_profile_description  = 'Minimal test dataset to check pipeline function'
-
-    // Input data
-    input                       = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.hybrid.v4.csv'
-    min_length_unbinned_contigs = 1
-    max_unbinned_contigs        = 2
-    busco_db                    = params.pipelines_testdata_base_path + 'mag/databases/busco/bacteria_odb10.2024-01-08.tar.gz'
-    busco_db_lineage            = 'bacteria_odb10'
-    skip_gtdbtk                 = true
-    gtdbtk_min_completeness     = 0.01
-    skip_concoct                = true
+    config_profile_name        = 'Test hybrid profile'
+    config_profile_description = 'Minimal test dataset to check hybrid assembly'
+
+    input                      = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.hybrid.v4.csv'
+    host_fasta                 = params.pipelines_testdata_base_path + 'mag/host_reference/genome.hg38.chr21_10000bp_region.fa'
+
+    busco_db                   = params.pipelines_testdata_base_path + 'mag/databases/busco/bacteria_odb10.2024-01-08.tar.gz'
+    busco_db_lineage           = 'bacteria_odb10'
+
+    longread_filtering_tool    = 'chopper'
+
+    skip_gtdbtk                = true
+    skip_concoct               = true
 }
diff --git a/conf/test_longreadonly.config b/conf/test_longreadonly.config
new file mode 100644
index 000000000..a95c0137d
--- /dev/null
+++ b/conf/test_longreadonly.config
@@ -0,0 +1,34 @@
+/*
+========================================================================================
+    Nextflow config file for running minimal tests
+========================================================================================
+    Defines input files and everything required to run a fast and simple pipeline test.
+
+    Use as follows:
+        nextflow run nf-core/mag -profile test_longread,<docker/singularity> --outdir <OUTDIR>
+
+----------------------------------------------------------------------------------------
+*/
+
+// Limit resources so that this can run on GitHub Actions
+process {
+    resourceLimits = [
+        cpus: 4,
+        memory: '15.GB',
+        time: '1.h',
+    ]
+}
+
+params {
+    config_profile_name        = 'Test longreadonly profile'
+    config_profile_description = 'Minimal test dataset to check longread-only assembly'
+
+    input                      = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.long_read.v4.csv'
+    host_fasta                 = params.pipelines_testdata_base_path + 'mag/host_reference/genome.hg38.chr21_10000bp_region.fa'
+
+    busco_db                   = params.pipelines_testdata_base_path + 'mag/databases/busco/bacteria_odb10.2024-01-08.tar.gz'
+    busco_db_lineage           = 'bacteria_odb10'
+
+    skip_gtdbtk                = true
+    skip_concoct               = true
+}
diff --git a/conf/test_longreadonly_alternatives.config b/conf/test_longreadonly_alternatives.config
new file mode 100644
index 000000000..68347b800
--- /dev/null
+++ b/conf/test_longreadonly_alternatives.config
@@ -0,0 +1,41 @@
+/*
+========================================================================================
+    Nextflow config file for running minimal tests
+========================================================================================
+    Defines input files and everything required to run a fast and simple pipeline test.
+
+    Use as follows:
+        nextflow run nf-core/mag -profile test_longread,<docker/singularity> --outdir <OUTDIR>
+
+----------------------------------------------------------------------------------------
+*/
+
+// Limit resources so that this can run on GitHub Actions
+process {
+    resourceLimits = [
+        cpus: 4,
+        memory: '15.GB',
+        time: '1.h',
+    ]
+}
+
+params {
+    config_profile_name           = 'Test longreadonly profile'
+    config_profile_description    = 'Minimal test dataset to check longread-only assembly with alternative tools'
+
+    input                         = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.long_read.v4.csv'
+
+    busco_db                      = params.pipelines_testdata_base_path + 'mag/databases/busco/bacteria_odb10.2024-01-08.tar.gz'
+    busco_db_lineage              = 'bacteria_odb10'
+
+    longread_adaptertrimming_tool = 'porechop'
+    longread_filtering_tool       = 'nanoq'
+
+    skip_flye                     = true
+    skip_quast                    = true
+    skip_prodigal                 = true
+    skip_prokka                   = true
+    skip_gtdbtk                   = true
+    skip_concoct                  = true
+    skip_metaeuk                  = true
+}
diff --git a/nextflow.config b/nextflow.config
index d2310179f..96c7cd469 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -329,50 +329,26 @@ profiles {
     test {
         includeConfig 'conf/test.config'
     }
-    test_full {
-        includeConfig 'conf/test_full.config'
-    }
-    test_host_rm {
-        includeConfig 'conf/test_host_rm.config'
-    }
-    test_hybrid {
-        includeConfig 'conf/test_hybrid.config'
-    }
-    test_hybrid_host_rm {
-        includeConfig 'conf/test_hybrid_host_rm.config'
-    }
-    test_busco_auto {
-        includeConfig 'conf/test_busco_auto.config'
-    }
-    test_ancient_dna {
-        includeConfig 'conf/test_ancient_dna.config'
-    }
-    test_adapterremoval {
-        includeConfig 'conf/test_adapterremoval.config'
-    }
-    test_binrefinement {
-        includeConfig 'conf/test_binrefinement.config'
-    }
-    test_bbnorm {
-        includeConfig 'conf/test_bbnorm.config'
-    }
     test_minimal {
         includeConfig 'conf/test_minimal.config'
     }
-    test_virus_identification {
-        includeConfig 'conf/test_virus_identification.config'
+    test_full {
+        includeConfig 'conf/test_full.config'
+    }
+    test_alternatives {
+        includeConfig 'conf/test_alternatives.config'
     }
     test_single_end {
         includeConfig 'conf/test_single_end.config'
     }
-    test_concoct {
-        includeConfig 'conf/test_concoct.config'
+    test_longreadonly {
+        includeConfig 'conf/test_longreadonly.config'
     }
-    test_longread {
-        includeConfig 'conf/test_longread.config'
+    test_longreadonly_alternatives {
+        includeConfig 'conf/test_longreadonly_alternatives.config'
     }
-    test_alternatives {
-        includeConfig 'conf/test_alternatives.config'
+    test_hybrid {
+        includeConfig 'conf/test_hybrid.config'
     }
 }
 
diff --git a/tests/test_hybrid.nf.test b/tests/test_hybrid.nf.test
new file mode 100644
index 000000000..7a7058891
--- /dev/null
+++ b/tests/test_hybrid.nf.test
@@ -0,0 +1,29 @@
+nextflow_pipeline {
+
+    name "Test pipeline"
+    script "../main.nf"
+    tag "pipeline"
+    tag "test"
+    profile "test_hybrid"
+
+    test("-profile hybrid") {
+
+        when {
+            params {
+                outdir = "$outputDir"
+            }
+        }
+
+        then {
+            assertAll(
+                { assert workflow.success},
+                { assert snapshot(
+                    // Number of successful tasks
+                    workflow.trace.succeeded().size(),
+                    // pipeline versions.yml file for multiqc from which Nextflow version is removed because we test pipelines on multiple Nextflow versions
+                    removeNextflowVersion("$outputDir/pipeline_info/nf_core_mag_software_mqc_versions.yml"),
+                ).match() }
+            )
+        }
+    }
+}
diff --git a/tests/test_hybrid.nf.test.snap b/tests/test_hybrid.nf.test.snap
new file mode 100644
index 000000000..3732ee282
--- /dev/null
+++ b/tests/test_hybrid.nf.test.snap
@@ -0,0 +1,145 @@
+{
+    "-profile hybrid": {
+        "content": [
+            145,
+            {
+                "BOWTIE2_ASSEMBLY_ALIGN": {
+                    "bowtie2": "2.4.2",
+                    "samtools": 1.11,
+                    "pigz": "2.3.4"
+                },
+                "BOWTIE2_HOST_REMOVAL_ALIGN": {
+                    "bowtie2": "2.4.2"
+                },
+                "BOWTIE2_PHIX_REMOVAL_ALIGN": {
+                    "bowtie2": "2.4.2"
+                },
+                "BUSCO_BUSCO": {
+                    "busco": "6.0.0"
+                },
+                "CHOPPER": {
+                    "chopper": "0.8.0"
+                },
+                "CONCAT_BINQC_TSV": {
+                    "csvtk": "0.31.0"
+                },
+                "CONVERT_DEPTHS": {
+                    "bioawk": 20110810
+                },
+                "FASTP": {
+                    "fastp": "0.23.4"
+                },
+                "FASTQC_RAW": {
+                    "fastqc": "0.12.1"
+                },
+                "FASTQC_TRIMMED": {
+                    "fastqc": "0.12.1"
+                },
+                "FLYE": {
+                    "flye": "2.9.5-b1801"
+                },
+                "GUNZIP_BINS": {
+                    "gunzip": 1.13
+                },
+                "GUNZIP_LONGREAD_ASSEMBLIES": {
+                    "gunzip": 1.13
+                },
+                "GUNZIP_SHORTREAD_ASSEMBLIES": {
+                    "gunzip": 1.13
+                },
+                "MAG_DEPTHS": {
+                    "python": "3.6.7",
+                    "pandas": "1.1.5"
+                },
+                "MAG_DEPTHS_SUMMARY": {
+                    "python": "3.10.6",
+                    "pandas": "1.4.3"
+                },
+                "MAXBIN2": {
+                    "maxbin2": "2.2.7"
+                },
+                "MEGAHIT": {
+                    "megahit": "1.2.9"
+                },
+                "METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD": {
+                    "metabat2": 2.15
+                },
+                "METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD": {
+                    "metabat2": 2.15
+                },
+                "METABAT2_METABAT2": {
+                    "metabat2": 2.17
+                },
+                "METAMDBG_ASM": {
+                    "metamdbg": 1.1
+                },
+                "METASPADES": {
+                    "spades": "4.1.0"
+                },
+                "METASPADESHYBRID": {
+                    "spades": "4.1.0"
+                },
+                "MINIMAP2_ASSEMBLY_ALIGN": {
+                    "minimap2": "2.29-r1283",
+                    "samtools": 1.21
+                },
+                "MINIMAP2_HOST_ALIGN": {
+                    "minimap2": "2.29-r1283",
+                    "samtools": 1.21
+                },
+                "MINIMAP2_HOST_INDEX": {
+                    "minimap2": "2.29-r1283"
+                },
+                "NANOPLOT_FILTERED": {
+                    "nanoplot": "1.44.1"
+                },
+                "NANOPLOT_RAW": {
+                    "nanoplot": "1.44.1"
+                },
+                "POOL_LONG_READS": {
+                    "cat": 9.5
+                },
+                "PORECHOP_ABI": {
+                    "porechop_abi": "0.5.0"
+                },
+                "PRODIGAL": {
+                    "prodigal": "2.6.3",
+                    "pigz": 2.6
+                },
+                "PROKKA": {
+                    "prokka": "1.14.6"
+                },
+                "QUAST": {
+                    "python": "3.7.6",
+                    "metaquast": "5.0.2"
+                },
+                "QUAST_BINS": {
+                    "python": "3.7.6",
+                    "metaquast": "5.0.2"
+                },
+                "SAMTOOLS_HOSTREMOVED_INDEX": {
+                    "samtools": 1.21
+                },
+                "SAMTOOLS_HOSTREMOVED_STATS": {
+                    "samtools": 1.21
+                },
+                "SAMTOOLS_HOSTREMOVED_UNMAPPED": {
+                    "samtools": 1.21
+                },
+                "SPLIT_FASTA": {
+                    "python": "3.6.7",
+                    "biopython": "1.7.4",
+                    "pandas": "1.1.5"
+                },
+                "Workflow": {
+                    "nf-core/mag": "v4.1.0dev"
+                }
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-08-25T12:15:34.931661865"
+    }
+}
\ No newline at end of file
diff --git a/tests/test_longreadonly.nf.test b/tests/test_longreadonly.nf.test
new file mode 100644
index 000000000..caf409007
--- /dev/null
+++ b/tests/test_longreadonly.nf.test
@@ -0,0 +1,29 @@
+nextflow_pipeline {
+
+    name "Test pipeline"
+    script "../main.nf"
+    tag "pipeline"
+    tag "test"
+    profile "test_longreadonly"
+
+    test("-profile longreadonly") {
+
+        when {
+            params {
+                outdir = "$outputDir"
+            }
+        }
+
+        then {
+            assertAll(
+                { assert workflow.success},
+                { assert snapshot(
+                    // Number of successful tasks
+                    workflow.trace.succeeded().size(),
+                    // pipeline versions.yml file for multiqc from which Nextflow version is removed because we test pipelines on multiple Nextflow versions
+                    removeNextflowVersion("$outputDir/pipeline_info/nf_core_mag_software_mqc_versions.yml"),
+                ).match() }
+            )
+        }
+    }
+}
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
new file mode 100644
index 000000000..1efda28b7
--- /dev/null
+++ b/tests/test_longreadonly.nf.test.snap
@@ -0,0 +1,110 @@
+{
+    "-profile longreadonly": {
+        "content": [
+            57,
+            {
+                "BUSCO_BUSCO": {
+                    "busco": "6.0.0"
+                },
+                "CONCAT_BINQC_TSV": {
+                    "csvtk": "0.31.0"
+                },
+                "CONVERT_DEPTHS": {
+                    "bioawk": 20110810
+                },
+                "FILTLONG": {
+                    "filtlong": "0.2.1"
+                },
+                "FLYE": {
+                    "flye": "2.9.5-b1801"
+                },
+                "GUNZIP_BINS": {
+                    "gunzip": 1.13
+                },
+                "GUNZIP_LONGREAD_ASSEMBLIES": {
+                    "gunzip": 1.13
+                },
+                "MAG_DEPTHS": {
+                    "python": "3.6.7",
+                    "pandas": "1.1.5"
+                },
+                "MAG_DEPTHS_SUMMARY": {
+                    "python": "3.10.6",
+                    "pandas": "1.4.3"
+                },
+                "MAXBIN2": {
+                    "maxbin2": "2.2.7"
+                },
+                "METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD": {
+                    "metabat2": 2.15
+                },
+                "METABAT2_METABAT2": {
+                    "metabat2": 2.17
+                },
+                "METAMDBG_ASM": {
+                    "metamdbg": 1.1
+                },
+                "MINIMAP2_ASSEMBLY_ALIGN": {
+                    "minimap2": "2.29-r1283",
+                    "samtools": 1.21
+                },
+                "MINIMAP2_HOST_ALIGN": {
+                    "minimap2": "2.29-r1283",
+                    "samtools": 1.21
+                },
+                "MINIMAP2_HOST_INDEX": {
+                    "minimap2": "2.29-r1283"
+                },
+                "NANOLYSE": {
+                    "nanolyse": "1.2.0"
+                },
+                "NANOPLOT_FILTERED": {
+                    "nanoplot": "1.44.1"
+                },
+                "NANOPLOT_RAW": {
+                    "nanoplot": "1.44.1"
+                },
+                "PORECHOP_ABI": {
+                    "porechop_abi": "0.5.0"
+                },
+                "PRODIGAL": {
+                    "prodigal": "2.6.3",
+                    "pigz": 2.6
+                },
+                "PROKKA": {
+                    "prokka": "1.14.6"
+                },
+                "QUAST": {
+                    "python": "3.7.6",
+                    "metaquast": "5.0.2"
+                },
+                "QUAST_BINS": {
+                    "python": "3.7.6",
+                    "metaquast": "5.0.2"
+                },
+                "SAMTOOLS_HOSTREMOVED_INDEX": {
+                    "samtools": 1.21
+                },
+                "SAMTOOLS_HOSTREMOVED_STATS": {
+                    "samtools": 1.21
+                },
+                "SAMTOOLS_HOSTREMOVED_UNMAPPED": {
+                    "samtools": 1.21
+                },
+                "SPLIT_FASTA": {
+                    "python": "3.6.7",
+                    "biopython": "1.7.4",
+                    "pandas": "1.1.5"
+                },
+                "Workflow": {
+                    "nf-core/mag": "v4.1.0dev"
+                }
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-08-25T12:29:34.723936697"
+    }
+}
\ No newline at end of file
diff --git a/tests/test_longreadonly_alternatives.nf.test b/tests/test_longreadonly_alternatives.nf.test
new file mode 100644
index 000000000..53255b8ea
--- /dev/null
+++ b/tests/test_longreadonly_alternatives.nf.test
@@ -0,0 +1,29 @@
+nextflow_pipeline {
+
+    name "Test pipeline"
+    script "../main.nf"
+    tag "pipeline"
+    tag "test"
+    profile "test_longreadonly_alternatives"
+
+    test("-profile longreadonly_alternatives") {
+
+        when {
+            params {
+                outdir = "$outputDir"
+            }
+        }
+
+        then {
+            assertAll(
+                { assert workflow.success},
+                { assert snapshot(
+                    // Number of successful tasks
+                    workflow.trace.succeeded().size(),
+                    // pipeline versions.yml file for multiqc from which Nextflow version is removed because we test pipelines on multiple Nextflow versions
+                    removeNextflowVersion("$outputDir/pipeline_info/nf_core_mag_software_mqc_versions.yml"),
+                ).match() }
+            )
+        }
+    }
+}
diff --git a/tests/test_longreadonly_alternatives.nf.test.snap b/tests/test_longreadonly_alternatives.nf.test.snap
new file mode 100644
index 000000000..f6d24a305
--- /dev/null
+++ b/tests/test_longreadonly_alternatives.nf.test.snap
@@ -0,0 +1,76 @@
+{
+    "-profile longreadonly_alternatives": {
+        "content": [
+            26,
+            {
+                "BUSCO_BUSCO": {
+                    "busco": "6.0.0"
+                },
+                "CONCAT_BINQC_TSV": {
+                    "csvtk": "0.31.0"
+                },
+                "CONVERT_DEPTHS": {
+                    "bioawk": 20110810
+                },
+                "GUNZIP_BINS": {
+                    "gunzip": 1.13
+                },
+                "GUNZIP_LONGREAD_ASSEMBLIES": {
+                    "gunzip": 1.13
+                },
+                "MAG_DEPTHS": {
+                    "python": "3.6.7",
+                    "pandas": "1.1.5"
+                },
+                "MAG_DEPTHS_SUMMARY": {
+                    "python": "3.10.6",
+                    "pandas": "1.4.3"
+                },
+                "MAXBIN2": {
+                    "maxbin2": "2.2.7"
+                },
+                "METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD": {
+                    "metabat2": 2.15
+                },
+                "METABAT2_METABAT2": {
+                    "metabat2": 2.17
+                },
+                "METAMDBG_ASM": {
+                    "metamdbg": 1.1
+                },
+                "MINIMAP2_ASSEMBLY_ALIGN": {
+                    "minimap2": "2.29-r1283",
+                    "samtools": 1.21
+                },
+                "NANOLYSE": {
+                    "nanolyse": "1.2.0"
+                },
+                "NANOPLOT_FILTERED": {
+                    "nanoplot": "1.44.1"
+                },
+                "NANOPLOT_RAW": {
+                    "nanoplot": "1.44.1"
+                },
+                "NANOQ": {
+                    "nanoq": "0.10.0"
+                },
+                "PORECHOP_PORECHOP": {
+                    "porechop": "0.2.4"
+                },
+                "SPLIT_FASTA": {
+                    "python": "3.6.7",
+                    "biopython": "1.7.4",
+                    "pandas": "1.1.5"
+                },
+                "Workflow": {
+                    "nf-core/mag": "v4.1.0dev"
+                }
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-08-25T12:27:17.524160339"
+    }
+}
\ No newline at end of file

From 0c671c9249cbc81883bf2159b022eb0113101800 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Mon, 25 Aug 2025 12:31:36 -0300
Subject: [PATCH 073/288] Old config cleanup

---
 conf/test_adapterremoval.config       | 39 ----------------------
 conf/test_ancient_dna.config          | 47 ---------------------------
 conf/test_bbnorm.config               | 41 -----------------------
 conf/test_binrefinement.config        | 40 -----------------------
 conf/test_busco_auto.config           | 44 -------------------------
 conf/test_concoct.config              | 44 -------------------------
 conf/test_host_rm.config              | 36 --------------------
 conf/test_hybrid_host_rm.config       | 35 --------------------
 conf/test_longread.config             | 36 --------------------
 conf/test_virus_identification.config | 46 --------------------------
 10 files changed, 408 deletions(-)
 delete mode 100644 conf/test_adapterremoval.config
 delete mode 100644 conf/test_ancient_dna.config
 delete mode 100644 conf/test_bbnorm.config
 delete mode 100644 conf/test_binrefinement.config
 delete mode 100644 conf/test_busco_auto.config
 delete mode 100644 conf/test_concoct.config
 delete mode 100644 conf/test_host_rm.config
 delete mode 100644 conf/test_hybrid_host_rm.config
 delete mode 100644 conf/test_longread.config
 delete mode 100644 conf/test_virus_identification.config

diff --git a/conf/test_adapterremoval.config b/conf/test_adapterremoval.config
deleted file mode 100644
index b6482faf3..000000000
--- a/conf/test_adapterremoval.config
+++ /dev/null
@@ -1,39 +0,0 @@
-/*
-========================================================================================
-    Nextflow config file for running minimal tests
-========================================================================================
-    Defines input files and everything required to run a fast and simple pipeline test.
-
-    Use as follows:
-        nextflow run nf-core/mag -profile test,<docker/singularity> --outdir <OUTDIR>
-
-----------------------------------------------------------------------------------------
-*/
-
-// Limit resources so that this can run on GitHub Actions
-process {
-    resourceLimits = [
-        cpus: 4,
-        memory: '15.GB',
-        time: '1.h',
-    ]
-}
-
-params {
-    config_profile_name         = 'Test profile for running with AdapterRemoval and domain classification'
-    config_profile_description  = 'Minimal test dataset to check pipeline function with AdapterRemoval data and domain classification.'
-
-    // Input data
-    input                       = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.euk.v4.csv'
-    metaeuk_db                  = params.pipelines_testdata_base_path + '/modules/data/proteomics/database/yeast_UPS.fasta'
-    min_length_unbinned_contigs = 1
-    max_unbinned_contigs        = 2
-    binqc_tool                  = 'checkm'
-    skip_gtdbtk                 = true
-    bin_min_size                = 750000
-    bin_max_size                = 850000
-    gtdbtk_min_completeness     = 0.01
-    clip_tool                   = 'adapterremoval'
-    skip_concoct                = true
-    bin_domain_classification   = true
-}
diff --git a/conf/test_ancient_dna.config b/conf/test_ancient_dna.config
deleted file mode 100644
index 5a93ea17f..000000000
--- a/conf/test_ancient_dna.config
+++ /dev/null
@@ -1,47 +0,0 @@
-/*
-========================================================================================
-    Nextflow config file for running minimal tests
-========================================================================================
-    Defines input files and everything required to run a fast and simple pipeline test.
-
-    Use as follows:
-        nextflow run nf-core/mag -profile test_ancient_dna,<docker/singularity> --outdir <OUTDIR>
-
-----------------------------------------------------------------------------------------
-*/
-
-// Limit resources so that this can run on GitHub Actions
-process {
-    resourceLimits = [
-        cpus: 4,
-        memory: '15.GB',
-        time: '1.h',
-    ]
-}
-
-
-params {
-    config_profile_name                  = 'Ancient DNA test profile '
-    config_profile_description           = 'Minimal test dataset to check pipeline function for ancient DNA step'
-
-    // Input data
-    input                                = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.v4.csv'
-    clip_tool                            = 'trimmomatic'
-    spades_downstreaminput               = 'contigs'
-    min_length_unbinned_contigs          = 1
-    max_unbinned_contigs                 = 2
-    busco_db                             = params.pipelines_testdata_base_path + 'mag/databases/busco/bacteria_odb10.2024-01-08.tar.gz'
-    busco_db_lineage                     = 'bacteria_odb10'
-    skip_gtdbtk                          = true
-    gtdbtk_min_completeness              = 0.01
-    ancient_dna                          = true
-    binning_map_mode                     = 'own'
-    skip_spades                          = false
-    skip_spadeshybrid                    = true
-    bcftools_view_high_variant_quality   = 0
-    bcftools_view_medium_variant_quality = 0
-    bcftools_view_minimal_allelesupport  = 3
-    refine_bins_dastool                  = true
-    refine_bins_dastool_threshold        = 0
-    skip_concoct                         = true
-}
diff --git a/conf/test_bbnorm.config b/conf/test_bbnorm.config
deleted file mode 100644
index bd9a91dd4..000000000
--- a/conf/test_bbnorm.config
+++ /dev/null
@@ -1,41 +0,0 @@
-/*
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-    Nextflow config file for running minimal tests
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-    Defines input files and everything required to run a fast and simple pipeline test.
-
-    Use as follows:
-        nextflow run nf-core/mag -profile test,<docker/singularity> --outdir <OUTDIR>
-
-----------------------------------------------------------------------------------------
-*/
-
-// Limit resources so that this can run on GitHub Actions
-process {
-    resourceLimits = [
-        cpus: 4,
-        memory: '15.GB',
-        time: '1.h',
-    ]
-}
-
-params {
-    config_profile_name         = 'Test profile'
-    config_profile_description  = 'Minimal test dataset to check pipeline function'
-
-    // Input data
-    input                       = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.v4.csv'
-    keep_phix                   = true
-    skip_clipping               = true
-    skip_prokka                 = true
-    skip_prodigal               = true
-    skip_quast                  = true
-    skip_binning                = true
-    min_length_unbinned_contigs = 1
-    max_unbinned_contigs        = 2
-    binqc_tool                  = 'checkm2'
-    skip_gtdbtk                 = true
-    gtdbtk_min_completeness     = 0.01
-    bbnorm                      = true
-    coassemble_group            = true
-}
diff --git a/conf/test_binrefinement.config b/conf/test_binrefinement.config
deleted file mode 100644
index 05ccbd0c4..000000000
--- a/conf/test_binrefinement.config
+++ /dev/null
@@ -1,40 +0,0 @@
-/*
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-    Nextflow config file for running minimal tests
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-    Defines input files and everything required to run a fast and simple pipeline test.
-
-    Use as follows:
-        nextflow run nf-core/mag -profile test_binrefinement,<docker/singularity> --outdir <OUTDIR>
-
-----------------------------------------------------------------------------------------
-*/
-
-// Limit resources so that this can run on GitHub Actions
-process {
-    resourceLimits = [
-        cpus: 4,
-        memory: '15.GB',
-        time: '1.h',
-    ]
-}
-
-params {
-    config_profile_name           = 'Test profile'
-    config_profile_description    = 'Minimal test dataset to check pipeline function'
-
-    // Input data
-    input                         = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.v4.csv'
-    assembly_input                = params.pipelines_testdata_base_path + 'mag/samplesheets/assembly_samplesheet.csv'
-    min_length_unbinned_contigs   = 1
-    max_unbinned_contigs          = 2
-    busco_db                      = params.pipelines_testdata_base_path + 'mag/databases/busco/bacteria_odb10.2024-01-08.tar.gz'
-    busco_db_lineage              = 'bacteria_odb10'
-    skip_gtdbtk                   = true
-    gtdbtk_min_completeness       = 0.01
-    refine_bins_dastool           = true
-    refine_bins_dastool_threshold = 0
-    // TODO not using 'both' until #489 merged
-    postbinning_input             = 'refined_bins_only'
-    busco_clean                   = true
-}
diff --git a/conf/test_busco_auto.config b/conf/test_busco_auto.config
deleted file mode 100644
index ee563aa72..000000000
--- a/conf/test_busco_auto.config
+++ /dev/null
@@ -1,44 +0,0 @@
-/*
-========================================================================================
-    Nextflow config file for running minimal tests
-========================================================================================
-    Defines input files and everything required to run a fast and simple pipeline test.
-
-    Use as follows:
-        nextflow run nf-core/mag -profile test_busco_auto,<docker/singularity> --outdir <OUTDIR>
-
-----------------------------------------------------------------------------------------
-*/
-
-// Limit resources so that this can run on GitHub Actions
-process {
-    resourceLimits = [
-        cpus: 4,
-        memory: '15.GB',
-        time: '1.h',
-    ]
-}
-
-params {
-    config_profile_name         = 'Test profile'
-    config_profile_description  = 'Minimal test dataset to check pipeline function'
-
-    // Input data
-    input                       = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.v4.csv'
-    cat_db                      = params.pipelines_testdata_base_path + 'mag/test_data/minigut_cat.tar.gz'
-    skip_spades                 = true
-    min_length_unbinned_contigs = 1
-    max_unbinned_contigs        = 2
-    skip_gtdbtk                 = true
-    gtdbtk_min_completeness     = 0.01
-    skip_prokka                 = true
-    skip_prodigal               = true
-    skip_quast                  = true
-    skip_concoct                = true
-}
-
-process {
-    withName: CATPACK_BINS {
-        ext.args = '--no_stars'
-    }
-}
diff --git a/conf/test_concoct.config b/conf/test_concoct.config
deleted file mode 100644
index 026cc325d..000000000
--- a/conf/test_concoct.config
+++ /dev/null
@@ -1,44 +0,0 @@
-/*
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-    Nextflow config file for running minimal tests
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-    Runs input data but skipping all possible steps to allow for a fast testing
-    profile for input checks etc.
-
-    Use as follows:
-        nextflow run nf-core/mag -profile test_concoct,<docker/singularity> --outdir <OUTDIR>
-
-----------------------------------------------------------------------------------------
-*/
-
-// Limit resources so that this can run on GitHub Actions
-process {
-    resourceLimits = [
-        cpus: 4,
-        memory: '15.GB',
-        time: '1.h',
-    ]
-}
-
-params {
-    config_profile_name        = 'Test CONCOCT profile'
-    config_profile_description = 'Minimal test dataset to check pipeline function'
-
-    // Input data
-    input                      = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.v4.csv'
-    skip_clipping              = true
-    skip_adapter_trimming      = false
-    skip_spades                = true
-    skip_spadeshybrid          = true
-    skip_megahit               = false
-    skip_quast                 = true
-    skip_prodigal              = true
-    skip_binning               = false
-    skip_metabat2              = false
-    skip_maxbin2               = true
-    skip_concoct               = false
-    skip_prokka                = true
-    skip_binqc                 = true
-    skip_gtdbtk                = true
-    gtdbtk_min_completeness    = 0.01
-}
diff --git a/conf/test_host_rm.config b/conf/test_host_rm.config
deleted file mode 100644
index 8224ac983..000000000
--- a/conf/test_host_rm.config
+++ /dev/null
@@ -1,36 +0,0 @@
-/*
-========================================================================================
-    Nextflow config file for running minimal tests
-========================================================================================
-    Defines input files and everything required to run a fast and simple pipeline test.
-
-    Use as follows:
-        nextflow run nf-core/mag -profile test_host_rm,<docker/singularity> --outdir <OUTDIR>
-
-----------------------------------------------------------------------------------------
-*/
-
-// Limit resources so that this can run on GitHub Actions
-process {
-    resourceLimits = [
-        cpus: 4,
-        memory: '15.GB',
-        time: '1.h',
-    ]
-}
-
-params {
-    config_profile_name         = 'Test profile'
-    config_profile_description  = 'Minimal test dataset to check pipeline function'
-
-    // Input data
-    host_fasta                  = params.pipelines_testdata_base_path + 'mag/host_reference/genome.hg38.chr21_10000bp_region.fa'
-    input                       = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.host_rm.v4.csv'
-    min_length_unbinned_contigs = 1
-    max_unbinned_contigs        = 2
-    busco_db                    = params.pipelines_testdata_base_path + 'mag/databases/busco/bacteria_odb10.2024-01-08.tar.gz'
-    busco_db_lineage            = 'bacteria_odb10'
-    skip_gtdbtk                 = true
-    gtdbtk_min_completeness     = 0.01
-    skip_concoct                = true
-}
diff --git a/conf/test_hybrid_host_rm.config b/conf/test_hybrid_host_rm.config
deleted file mode 100644
index 6ca21f48d..000000000
--- a/conf/test_hybrid_host_rm.config
+++ /dev/null
@@ -1,35 +0,0 @@
-/*
-========================================================================================
-    Nextflow config file for running minimal tests
-========================================================================================
-    Defines input files and everything required to run a fast and simple pipeline test.
-
-    Use as follows:
-        nextflow run nf-core/mag -profile test_hybrid_host_rm,<docker/singularity> --outdir <OUTDIR>
-
-----------------------------------------------------------------------------------------
-*/
-
-// Limit resources so that this can run on GitHub Actions
-process {
-    resourceLimits = [
-        cpus: 4,
-        memory: '15.GB',
-        time: '1.h',
-    ]
-}
-
-params {
-    config_profile_name         = 'Test profile'
-    config_profile_description  = 'Minimal test dataset to check pipeline function'
-
-    // Input data
-    host_fasta                  = params.pipelines_testdata_base_path + 'mag/host_reference/genome.hg38.chr21_10000bp_region.fa'
-    input                       = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.hybrid_host_rm.v4.csv'
-    min_length_unbinned_contigs = 1
-    max_unbinned_contigs        = 2
-    skip_binqc                  = true
-    skip_concoct                = true
-    skip_gtdbtk                 = true
-    gtdbtk_min_completeness     = 0.01
-}
diff --git a/conf/test_longread.config b/conf/test_longread.config
deleted file mode 100644
index 8ba570e9e..000000000
--- a/conf/test_longread.config
+++ /dev/null
@@ -1,36 +0,0 @@
-/*
-========================================================================================
-    Nextflow config file for running minimal tests
-========================================================================================
-    Defines input files and everything required to run a fast and simple pipeline test.
-
-    Use as follows:
-        nextflow run nf-core/mag -profile test_longread,<docker/singularity> --outdir <OUTDIR>
-
-----------------------------------------------------------------------------------------
-*/
-
-// Limit resources so that this can run on GitHub Actions
-process {
-    resourceLimits = [
-        cpus: 4,
-        memory: '15.GB',
-        time: '1.h',
-    ]
-}
-
-params {
-    config_profile_name         = 'Test profile'
-    config_profile_description  = 'Minimal test dataset to check pipeline function'
-
-    // Input data
-    input                       = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.long_read.v4.csv'
-    host_fasta                  = params.pipelines_testdata_base_path + 'mag/host_reference/genome.hg38.chr21_10000bp_region.fa'
-
-    min_length_unbinned_contigs = 1
-    max_unbinned_contigs        = 2
-    busco_db                    = "https://busco-data.ezlab.org/v5/data/lineages/bacteria_odb10.2024-01-08.tar.gz"
-    skip_gtdbtk                 = true
-    gtdbtk_min_completeness     = 0.01
-    skip_concoct                = true
-}
diff --git a/conf/test_virus_identification.config b/conf/test_virus_identification.config
deleted file mode 100644
index 2d98debfc..000000000
--- a/conf/test_virus_identification.config
+++ /dev/null
@@ -1,46 +0,0 @@
-/*
-========================================================================================
-    Nextflow config file for running minimal tests
-========================================================================================
-    Defines input files and everything required to run a fast and simple pipeline test.
-
-    Use as follows:
-        nextflow run nf-core/mag -profile test_virus_identification,<docker/singularity> --outdir <OUTDIR>
-
-----------------------------------------------------------------------------------------
-*/
-
-// Limit resources so that this can run on GitHub Actions
-process {
-    resourceLimits = [
-        cpus: 4,
-        memory: '15.GB',
-        time: '1.h',
-    ]
-}
-
-params {
-    config_profile_name        = 'Test profile for running virus_identification'
-    config_profile_description = 'Minimal test dataset to check pipeline function virus identification'
-
-    // Input data
-    input                      = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.v4.csv'
-    run_virus_identification   = true
-    genomad_splits             = 7
-
-    // For computational efficiency
-    reads_minlength            = 150
-    coassemble_group           = true
-    skip_gtdbtk                = true
-    gtdbtk_min_completeness    = 0.01
-    skip_binning               = true
-    skip_prokka                = true
-    skip_spades                = true
-    skip_spadeshybrid          = true
-    skip_quast                 = true
-    skip_prodigal              = true
-    skip_adapter_trimming      = true
-    skip_metabat2              = true
-    skip_maxbin2               = true
-    skip_busco                 = true
-}

From b6934ea01e55c9a5add7c4c81bd5e4cf5256c2dd Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Mon, 25 Aug 2025 12:37:54 -0300
Subject: [PATCH 074/288] Update changelog

---
 CHANGELOG.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index dff041431..6d9dbde86 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -13,6 +13,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#827](https://github.com/nf-core/mag/pull/827) - Added nf-test CI testing for all test profiles (added by @jfy133)
 - [#829](https://github.com/nf-core/mag/pull/829) - Add `--skip_shortread_qc` and `--skip_longread_qc` params for skipping certain default preprocessing steps (added by @erikrikarddaniel)
 - [#846](https://github.com/nf-core/mag/pull/846) - Improve documentation of `group` samplesheet column (added by @vinisalazar)
+- [#855](https://github.com/nf-core/mag/pull/855) - Add nf-tests for test_longreadonly, test_longreadonly_alternatives, test_hybrid (added by @dialvarezs)
 
 ### `Changed`
 
@@ -57,6 +58,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#799](https://github.comf/nf-core/mag/pull/799) - Removed `--cat_official_taxonomy` in favour of `--cat_allow_unofficial_lineages` to control CAT's use of unofficial lineages (added by @dialvarezs)
 - [#825](https://github.com/nf-core/mag/pull/825) - Removed `--centrifuge_db`, `--kraken2_db`, `--krona_db` and `--skip_krona` parameters following the removal of taxonomic profiling functionality. See nf-core/taxprofiler for replacement (added by @dialvarezs)
 - [#851](https://github.com/nf-core/mag/pull/851) - Remove `POOL_READ_*` local modules in favor of nf-core cat/fastq (by @dialvarezs)
+- [#855](https://github.com/nf-core/mag/pull/855) - Remove test_adapterremoval, test_ancient_dna, test_bbnorm, test_busco_auto, test_host_rm, test_hybrid_host_rm, test_binrefinement, test_concoct and test_longread profiles (added by @dialvarezs)
 
 ## v4.0.0 - [2025-05-22]
 

From afac43565fba903f6cd2a7dec22ed749af6f775f Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Fri, 5 Sep 2025 09:39:38 -0300
Subject: [PATCH 075/288] Use large disk to prevent storage issues

---
 .github/workflows/nf-test.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/nf-test.yml b/.github/workflows/nf-test.yml
index d6f4b045c..2a3b9e647 100644
--- a/.github/workflows/nf-test.yml
+++ b/.github/workflows/nf-test.yml
@@ -64,6 +64,7 @@ jobs:
     runs-on: # use self-hosted runners
       - runs-on=${{ github.run_id }}-nf-test
       - runner=4cpu-linux-x64
+      - disk=large
     strategy:
       fail-fast: false
       matrix:

From ff76d4f3e379593008a9e41a65f8f0b7e485c95b Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 22 Aug 2025 07:53:13 +0000
Subject: [PATCH 076/288] Add missing versions mixing and move version calls
 after each module invocation for consistency

---
 modules/local/dastool_rename_post/main.nf     |  16 ++-
 modules/local/dastool_rename_pre/main.nf      |  12 +-
 modules/local/gtdbtk_db_preparation/main.nf   |   9 +-
 subworkflows/local/ancient_dna/main.nf        | 109 ++++++++++--------
 subworkflows/local/bin_qc/main.nf             |  21 ++--
 subworkflows/local/binning/main.nf            |  32 +++--
 .../local/binning_preparation/main.nf         |   6 +-
 .../binning_preparation_longread/main.nf      |   1 +
 subworkflows/local/binning_refinement/main.nf | 106 +++++++++--------
 subworkflows/local/catpack/main.nf            |  24 ++--
 subworkflows/local/gtdbtk/main.nf             |   9 +-
 .../local/preprocessing_shortread/main.nf     |  45 +++++---
 subworkflows/local/tiara/main.nf              |  91 +++++++--------
 13 files changed, 258 insertions(+), 223 deletions(-)

diff --git a/modules/local/dastool_rename_post/main.nf b/modules/local/dastool_rename_post/main.nf
index 6129dfbea..b6334b53b 100644
--- a/modules/local/dastool_rename_post/main.nf
+++ b/modules/local/dastool_rename_post/main.nf
@@ -3,21 +3,27 @@ process RENAME_POSTDASTOOL {
     label 'process_low'
 
     conda "conda-forge::sed=4.7"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/ubuntu:20.04' :
-        'nf-core/ubuntu:20.04' }"
+    container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
+        ? 'https://depot.galaxyproject.org/singularity/ubuntu:20.04'
+        : 'nf-core/ubuntu:20.04'}"
 
     input:
     tuple val(meta), path(bins)
 
     output:
-    tuple val(meta), path("${meta.assembler}-*Refined-${meta.id}.*.fa", includeInputs: true), optional:true, emit: refined_bins
-    tuple val(meta), path("${meta.assembler}-DASToolUnbinned-${meta.id}.fa"),                 optional:true, emit: refined_unbins
+    tuple val(meta), path("${meta.assembler}-*Refined-${meta.id}.*.fa", includeInputs: true), optional: true, emit: refined_bins
+    tuple val(meta), path("${meta.assembler}-DASToolUnbinned-${meta.id}.fa"), optional: true, emit: refined_unbins
+    path "versions.yml", emit: versions
 
     script:
     """
     if [[ -f unbinned.fa ]]; then
         mv unbinned.fa ${meta.assembler}-DASToolUnbinned-${meta.id}.fa
     fi
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        coreutils: \$(apt-cache policy coreutils | grep Installed | xargs | cut -d ' ' -f 2)
+    END_VERSIONS
     """
 }
diff --git a/modules/local/dastool_rename_pre/main.nf b/modules/local/dastool_rename_pre/main.nf
index 3d9373b8d..84955dae7 100644
--- a/modules/local/dastool_rename_pre/main.nf
+++ b/modules/local/dastool_rename_pre/main.nf
@@ -3,15 +3,16 @@ process RENAME_PREDASTOOL {
     label 'process_low'
 
     conda "conda-forge::sed=4.7"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/ubuntu:20.04' :
-        'nf-core/ubuntu:20.04' }"
+    container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
+        ? 'https://depot.galaxyproject.org/singularity/ubuntu:20.04'
+        : 'nf-core/ubuntu:20.04'}"
 
     input:
     tuple val(meta), path(bins)
 
     output:
     tuple val(meta), path("${meta.assembler}-${meta.binner}Refined-${meta.id}*"), emit: renamed_bins
+    path "versions.yml", emit: versions
 
     script:
     """
@@ -27,5 +28,10 @@ process RENAME_PREDASTOOL {
             fi
         done
     fi
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        coreutils: \$(apt-cache policy coreutils | grep Installed | xargs | cut -d ' ' -f 2)
+    END_VERSIONS
     """
 }
diff --git a/modules/local/gtdbtk_db_preparation/main.nf b/modules/local/gtdbtk_db_preparation/main.nf
index 3be79c962..bf43ddf5f 100644
--- a/modules/local/gtdbtk_db_preparation/main.nf
+++ b/modules/local/gtdbtk_db_preparation/main.nf
@@ -2,15 +2,16 @@ process GTDBTK_DB_PREPARATION {
     tag "${database}"
 
     conda "conda-forge::sed=4.7"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/ubuntu:20.04' :
-        'nf-core/ubuntu:20.04' }"
+    container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
+        ? 'https://depot.galaxyproject.org/singularity/ubuntu:20.04'
+        : 'nf-core/ubuntu:20.04'}"
 
     input:
-    path(database)
+    path database
 
     output:
     tuple val("${database.toString().replace(".tar.gz", "")}"), path("database/*"), emit: db
+    path "versions.yml", emit: versions
 
     script:
     """
diff --git a/subworkflows/local/ancient_dna/main.nf b/subworkflows/local/ancient_dna/main.nf
index 3875fea60..b3db5cef1 100644
--- a/subworkflows/local/ancient_dna/main.nf
+++ b/subworkflows/local/ancient_dna/main.nf
@@ -1,67 +1,74 @@
-include { BCFTOOLS_CONSENSUS }                                                           from '../../../modules/nf-core/bcftools/consensus/main'
+include { BCFTOOLS_CONSENSUS                    } from '../../../modules/nf-core/bcftools/consensus/main'
 include { BCFTOOLS_INDEX as BCFTOOLS_INDEX_PRE ; BCFTOOLS_INDEX as BCFTOOLS_INDEX_POST } from '../../../modules/nf-core/bcftools/index/main'
-include { BCFTOOLS_VIEW }                                                                from '../../../modules/nf-core/bcftools/view/main'
-include { FREEBAYES }                                                                    from '../../../modules/nf-core/freebayes/main'
-include { PYDAMAGE_ANALYZE }                                                             from '../../../modules/nf-core/pydamage/analyze/main'
-include { PYDAMAGE_FILTER }                                                              from '../../../modules/nf-core/pydamage/filter/main'
-include { SAMTOOLS_FAIDX as FAIDX}                                                       from '../../../modules/nf-core/samtools/faidx/main'
+include { BCFTOOLS_VIEW                         } from '../../../modules/nf-core/bcftools/view/main'
+include { FREEBAYES                             } from '../../../modules/nf-core/freebayes/main'
+include { PYDAMAGE_ANALYZE                      } from '../../../modules/nf-core/pydamage/analyze/main'
+include { PYDAMAGE_FILTER                       } from '../../../modules/nf-core/pydamage/filter/main'
+include { SAMTOOLS_FAIDX as FAIDX               } from '../../../modules/nf-core/samtools/faidx/main'
 
 workflow ANCIENT_DNA_ASSEMBLY_VALIDATION {
     take:
-        ch_input //channel: [val(meta), path(contigs), path(bam), path(bam_index)]
-    main:
-        ch_versions = Channel.empty()
+    ch_input //channel: [val(meta), path(contigs), path(bam), path(bam_index)]
 
-        PYDAMAGE_ANALYZE(
-            ch_input.map {
-                meta, _contigs, bam, bai -> [
-                    meta, bam[0], bai[0]
-                ]
-            }
-        )
-
-        PYDAMAGE_FILTER(PYDAMAGE_ANALYZE.out.csv)
-        ch_versions = ch_versions.mix(PYDAMAGE_ANALYZE.out.versions.first())
+    main:
+    ch_versions = Channel.empty()
 
-        if ( params.skip_ancient_damagecorrection ) {
-            ch_corrected_contigs = Channel.empty()
+    PYDAMAGE_ANALYZE(
+        ch_input.map { meta, _contigs, bam, bai ->
+            [
+                meta,
+                bam[0],
+                bai[0],
+            ]
         }
+    )
+    ch_versions = ch_versions.mix(PYDAMAGE_ANALYZE.out.versions.first())
 
-        if ( !params.skip_ancient_damagecorrection ) {
-            FAIDX(ch_input.map { item -> [ item[0], item[1] ] }, [[],[]], false )
-            freebayes_input = ch_input.join(FAIDX.out.fai)  // [val(meta), path(contigs), path(bam), path(bam_index), path(fai)]
-                                .multiMap{
-                                    meta, contigs, bam, bai, fai ->
-                                        reads: [ meta, bam, bai, [], [], [] ]
-                                        fasta: [ contigs ]
-                                        fai: [ fai ]
-                                }
-            FREEBAYES ( freebayes_input.reads,
-                        freebayes_input.fasta,
-                        freebayes_input.fai,
-                        [],
-                        [],
-                        [] )
+    PYDAMAGE_FILTER(PYDAMAGE_ANALYZE.out.csv)
+    ch_versions = ch_versions.mix(PYDAMAGE_ANALYZE.out.versions.first())
 
-            BCFTOOLS_INDEX_PRE(FREEBAYES.out.vcf)
-            BCFTOOLS_VIEW(FREEBAYES.out.vcf.join(BCFTOOLS_INDEX_PRE.out.tbi), [], [], [])
-            BCFTOOLS_INDEX_POST(BCFTOOLS_VIEW.out.vcf)
-            BCFTOOLS_CONSENSUS(BCFTOOLS_VIEW.out.vcf
-                                    .join(BCFTOOLS_INDEX_POST.out.tbi)
-                                    .join(ch_input.map { item -> [ item[0], item[1] ] }))
+    if (params.skip_ancient_damagecorrection) {
+        ch_corrected_contigs = Channel.empty()
+    }
 
-            ch_corrected_contigs = BCFTOOLS_CONSENSUS.out.fasta
+    if (!params.skip_ancient_damagecorrection) {
+        FAIDX(ch_input.map { item -> [item[0], item[1]] }, [[], []], false)
+        ch_versions = ch_versions.mix(FAIDX.out.versions.first())
 
-            ch_versions = ch_versions.mix(FAIDX.out.versions.first())
-            ch_versions = ch_versions.mix(FREEBAYES.out.versions.first())
-            ch_versions = ch_versions.mix(BCFTOOLS_CONSENSUS.out.versions.first())
-        }
+        freebayes_input = ch_input
+            .join(FAIDX.out.fai)
+            .multiMap { meta, contigs, bam, bai, fai ->
+                reads: [meta, bam, bai, [], [], []]
+                fasta: [contigs]
+                fai: [fai]
+            }
+        FREEBAYES(
+            freebayes_input.reads,
+            freebayes_input.fasta,
+            freebayes_input.fai,
+            [],
+            [],
+            [],
+        )
+        ch_versions = ch_versions.mix(FREEBAYES.out.versions.first())
 
+        BCFTOOLS_INDEX_PRE(FREEBAYES.out.vcf)
+        ch_versions = ch_versions.mix(BCFTOOLS_INDEX_PRE.out.versions.first())
+        BCFTOOLS_VIEW(FREEBAYES.out.vcf.join(BCFTOOLS_INDEX_PRE.out.tbi), [], [], [])
+        ch_versions = ch_versions.mix(BCFTOOLS_VIEW.out.versions.first())
+        BCFTOOLS_INDEX_POST(BCFTOOLS_VIEW.out.vcf)
+        ch_versions = ch_versions.mix(BCFTOOLS_INDEX_POST.out.versions.first())
+        BCFTOOLS_CONSENSUS(
+            BCFTOOLS_VIEW.out.vcf.join(BCFTOOLS_INDEX_POST.out.tbi).join(ch_input.map { item -> [item[0], item[1]] })
+        )
+        ch_versions = ch_versions.mix(BCFTOOLS_CONSENSUS.out.versions.first())
 
+        ch_corrected_contigs = BCFTOOLS_CONSENSUS.out.fasta
+    }
 
     emit:
-        contigs_recalled          = ch_corrected_contigs         // channel: [ val(meta), path(fasta) ]
-        pydamage_results          = PYDAMAGE_ANALYZE.out.csv     // channel: [ val(meta), path(csv) ]
-        pydamage_filtered_results = PYDAMAGE_FILTER.out.csv      // channel: [ val(meta), path(csv) ]
-        versions                  = ch_versions                  // channel: [ versions.yml ]
+    contigs_recalled          = ch_corrected_contigs // channel: [ val(meta), path(fasta) ]
+    pydamage_results          = PYDAMAGE_ANALYZE.out.csv // channel: [ val(meta), path(csv) ]
+    pydamage_filtered_results = PYDAMAGE_FILTER.out.csv // channel: [ val(meta), path(csv) ]
+    versions                  = ch_versions // channel: [ versions.yml ]
 }
diff --git a/subworkflows/local/bin_qc/main.nf b/subworkflows/local/bin_qc/main.nf
index daa059619..0cd034aa5 100644
--- a/subworkflows/local/bin_qc/main.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -45,7 +45,10 @@ workflow BIN_QC {
     }
     else if (params.binqc_tool == 'checkm' || "checkm" in binqc_tool_extras) {
         ch_checkm_db = [[id: 'checkm_db'], file(params.checkm_download_url, checkIfExists: true)]
+
         CHECKM_UNTAR(ch_checkm_db)
+        ch_versions = ch_versions.mix(CHECKM2_UNTAR.out.versions.first())
+
         ch_checkm_db = CHECKM_UNTAR.out.untar.map { it[1] }
     }
     else {
@@ -57,6 +60,7 @@ workflow BIN_QC {
     }
     else if (params.binqc_tool == 'checkm2' || "checkm2" in binqc_tool_extras) {
         CHECKM2_DATABASEDOWNLOAD(params.checkm2_db_version)
+        ch_versions = ch_versions.mix(CHECKM2_DATABASEDOWNLOAD.out.versions.first())
         ch_checkm2_db = CHECKM2_DATABASEDOWNLOAD.out.database
     }
     else {
@@ -70,7 +74,6 @@ workflow BIN_QC {
         ch_gunc_db = Channel.empty()
     }
 
-
     /*
     ================================
      * Run QC tools
@@ -85,6 +88,7 @@ workflow BIN_QC {
         // If directory, assumes sub structure of `params.busco_db/lineages/<taxa>_odb(10|12)`
         if (ch_busco_db && ch_busco_db.extension in ['gz', 'tgz']) {
             BUSCO_UNTAR([[id: ch_busco_db.getSimpleName()], ch_busco_db])
+            ch_versions = ch_versions.mix(BUSCO_UNTAR.out.versions.first())
             ch_busco_db = BUSCO_UNTAR.out.untar.map { it[1] }
         }
         else if (ch_busco_db && ch_busco_db.isDirectory()) {
@@ -95,18 +99,11 @@ workflow BIN_QC {
         }
 
         BUSCO_BUSCO(ch_bins, 'genome', params.busco_db_lineage, ch_busco_db, [], params.busco_clean)
-        if (params.binqc_tool == "busco") {
-            ch_qc_summaries = BUSCO_BUSCO.out.batch_summary
-                .map { _meta, summary -> [[id: 'busco'], summary] }
-                .groupTuple()
-        }
-        else {
-            busco_summaries = BUSCO_BUSCO.out.batch_summary
-                .map { _meta, summary -> [[id: 'busco'], summary] }
-                .groupTuple()
-            CONCAT_BUSCO_TSV(busco_summaries, 'tsv', 'tsv')
-        }
         ch_versions = ch_versions.mix(BUSCO_BUSCO.out.versions.first())
+
+        ch_qc_summaries = BUSCO_BUSCO.out.batch_summary
+            .map { _meta, summary -> [[id: 'busco'], summary] }
+            .groupTuple()
         ch_multiqc_files = ch_multiqc_files.mix(
             BUSCO_BUSCO.out.short_summaries_txt.map { it[1] }.flatten()
         )
diff --git a/subworkflows/local/binning/main.nf b/subworkflows/local/binning/main.nf
index e62b4c769..3def3105e 100644
--- a/subworkflows/local/binning/main.nf
+++ b/subworkflows/local/binning/main.nf
@@ -17,7 +17,7 @@ include { SPLIT_FASTA
 
 workflow BINNING {
     take:
-    ch_assemblies       // channel: [ val(meta), path(assembly), path(bams), path(bais) ]
+    ch_assemblies    // channel: [ val(meta), path(assembly), path(bams), path(bais) ]
     val_bin_min_size
     val_bin_max_size
 
@@ -37,7 +37,10 @@ workflow BINNING {
 
     // Process each through appropriate module
     METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD(ch_summarizedepth_input.longread)
+    ch_versions = ch_versions.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD.out.versions.first())
+
     METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD(ch_summarizedepth_input.shortread)
+    ch_versions = ch_versions.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD.out.versions.first())
 
     // Merge the outputs
     ch_combined_depths = METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD.out.depth.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD.out.depth)
@@ -46,9 +49,6 @@ workflow BINNING {
         [meta_new, depths]
     }
 
-    ch_versions = ch_versions.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD.out.versions.first())
-    ch_versions = ch_versions.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD.out.versions.first())
-
     // combine depths back with assemblies
     ch_metabat2_input = ch_assemblies
         .map { meta, assembly, bams, bais ->
@@ -63,11 +63,12 @@ workflow BINNING {
     // convert metabat2 depth files to maxbin2
     if (!params.skip_maxbin2) {
         CONVERT_DEPTHS(ch_metabat2_input)
+        ch_versions = ch_versions.mix(CONVERT_DEPTHS.out.versions.first())
+
         ch_maxbin2_input = CONVERT_DEPTHS.out.output.map { meta, assembly, reads, depth ->
             def meta_new = meta + [binner: 'MaxBin2']
             [meta_new, assembly, reads, depth]
         }
-        ch_versions = ch_versions.mix(CONVERT_DEPTHS.out.versions.first())
     }
 
     // main bins for decompressing for MAG_DEPTHS
@@ -79,17 +80,21 @@ workflow BINNING {
     // run binning
     if (!params.skip_metabat2) {
         METABAT2_METABAT2(ch_metabat2_input)
+        ch_versions = ch_versions.mix(METABAT2_METABAT2.out.versions.first())
+
         // before decompressing first have to separate and re-group due to limitation of GUNZIP module
         ch_bins_for_seqkit = ch_bins_for_seqkit.mix(METABAT2_METABAT2.out.fasta.transpose())
         ch_binning_results_gzipped_final = ch_binning_results_gzipped_final.mix(METABAT2_METABAT2.out.fasta)
-        ch_versions = ch_versions.mix(METABAT2_METABAT2.out.versions.first())
     }
     if (!params.skip_maxbin2) {
         MAXBIN2(ch_maxbin2_input)
+        ch_versions = ch_versions.mix(MAXBIN2.out.versions)
+
         ADJUST_MAXBIN2_EXT(MAXBIN2.out.binned_fastas)
+        ch_versions = ch_versions.mix(ADJUST_MAXBIN2_EXT.out.versions)
+
         ch_bins_for_seqkit = ch_bins_for_seqkit.mix(ADJUST_MAXBIN2_EXT.out.renamed_bins.transpose())
         ch_binning_results_gzipped_final = ch_binning_results_gzipped_final.mix(ADJUST_MAXBIN2_EXT.out.renamed_bins)
-        ch_versions = ch_versions.mix(MAXBIN2.out.versions)
     }
     if (!params.skip_concoct) {
 
@@ -104,9 +109,10 @@ workflow BINNING {
             }
 
         FASTA_BINNING_CONCOCT(ch_concoct_input.bins, ch_concoct_input.bams)
+        ch_versions = ch_versions.mix(FASTA_BINNING_CONCOCT.out.versions)
+
         ch_bins_for_seqkit = ch_bins_for_seqkit.mix(FASTA_BINNING_CONCOCT.out.bins.transpose())
         ch_binning_results_gzipped_final = ch_binning_results_gzipped_final.mix(FASTA_BINNING_CONCOCT.out.bins)
-        ch_versions = ch_versions.mix(FASTA_BINNING_CONCOCT.out.versions)
     }
 
     // decide which unbinned fasta files to further filter, depending on which binners selected
@@ -133,6 +139,7 @@ workflow BINNING {
 
     // extract max length of all entries in each bin, to allow filtering out of too small bins
     SEQKIT_STATS(ch_bins_for_seqkitstats)
+    ch_versions = ch_versions.mix(SEQKIT_STATS.out.versions)
 
     //
     ch_seqkitstats_results = SEQKIT_STATS.out.stats
@@ -161,21 +168,22 @@ workflow BINNING {
 
     // remove too-short contigs from unbinned contigs
     SPLIT_FASTA(ch_input_splitfasta)
+    ch_versions = ch_versions.mix(SPLIT_FASTA.out.versions)
 
     // large unbinned contigs from SPLIT_FASTA for decompressing for MAG_DEPTHS,
     // first have to separate and re-group due to limitation of GUNZIP module
     ch_split_fasta_results_transposed = SPLIT_FASTA.out.unbinned.transpose()
-    ch_versions = ch_versions.mix(SPLIT_FASTA.out.versions)
 
     GUNZIP_BINS(ch_final_bins_for_gunzip)
+    ch_versions = ch_versions.mix(GUNZIP_BINS.out.versions.first())
+
     ch_binning_results_gunzipped = GUNZIP_BINS.out.gunzip.groupTuple(by: 0)
 
     GUNZIP_UNBINS(ch_split_fasta_results_transposed)
-    ch_splitfasta_results_gunzipped = GUNZIP_UNBINS.out.gunzip.groupTuple(by: 0)
-
-    ch_versions = ch_versions.mix(GUNZIP_BINS.out.versions.first())
     ch_versions = ch_versions.mix(GUNZIP_UNBINS.out.versions.first())
 
+    ch_splitfasta_results_gunzipped = GUNZIP_UNBINS.out.gunzip.groupTuple(by: 0)
+
     emit:
     bins           = ch_binning_results_gunzipped
     bins_gz        = ch_binning_results_gzipped_final
diff --git a/subworkflows/local/binning_preparation/main.nf b/subworkflows/local/binning_preparation/main.nf
index 89f26bb76..54a30f563 100644
--- a/subworkflows/local/binning_preparation/main.nf
+++ b/subworkflows/local/binning_preparation/main.nf
@@ -12,10 +12,12 @@ workflow BINNING_PREPARATION {
     ch_versions = Channel.empty()
     ch_multiqc_files = Channel.empty()
     SHORTREAD_BINNING_PREPARATION(ch_shortread_assemblies, ch_shortreads)
+    ch_versions = ch_versions.mix(SHORTREAD_BINNING_PREPARATION.out.versions)
+
     LONGREAD_BINNING_PREPARATION(ch_longread_assemblies, ch_longreads)
+    ch_versions = ch_versions.mix(LONGREAD_BINNING_PREPARATION.out.versions)
 
-    ch_grouped_mappings = SHORTREAD_BINNING_PREPARATION.out.grouped_mappings
-        .mix(LONGREAD_BINNING_PREPARATION.out.grouped_mappings)
+    ch_grouped_mappings = SHORTREAD_BINNING_PREPARATION.out.grouped_mappings.mix(LONGREAD_BINNING_PREPARATION.out.grouped_mappings)
 
     ch_versions = ch_versions.mix(SHORTREAD_BINNING_PREPARATION.out.versions)
     ch_versions = ch_versions.mix(LONGREAD_BINNING_PREPARATION.out.versions)
diff --git a/subworkflows/local/binning_preparation_longread/main.nf b/subworkflows/local/binning_preparation_longread/main.nf
index bbe3b0608..069d63b74 100644
--- a/subworkflows/local/binning_preparation_longread/main.nf
+++ b/subworkflows/local/binning_preparation_longread/main.nf
@@ -10,6 +10,7 @@ workflow LONGREAD_BINNING_PREPARATION {
     ch_versions = Channel.empty()
 
     MINIMAP2_ASSEMBLY_INDEX(ch_assemblies)
+    ch_versions = ch_versions.mix(MINIMAP2_ASSEMBLY_INDEX.out.versions.first())
 
     if (params.binning_map_mode == 'all') {
         ch_minimap2_input = MINIMAP2_ASSEMBLY_INDEX.out.index
diff --git a/subworkflows/local/binning_refinement/main.nf b/subworkflows/local/binning_refinement/main.nf
index c6da5a00e..a167cd9ee 100644
--- a/subworkflows/local/binning_refinement/main.nf
+++ b/subworkflows/local/binning_refinement/main.nf
@@ -26,49 +26,51 @@ workflow BINNING_REFINEMENT {
     // everything here is either unclassified or a prokaryote
     ch_bins = ch_in_bins
         .map { meta, bin_list ->
-            def meta_new = meta - meta.subMap(['domain','refinement'])
+            def meta_new = meta - meta.subMap(['domain', 'refinement'])
             [meta_new, bin_list]
         }
         .groupTuple()
-        .map {
-            meta, bin_list -> [meta, bin_list.flatten()]
+        .map { meta, bin_list ->
+            [meta, bin_list.flatten()]
         }
 
     // prepare bins
-    ch_bins_for_fastatocontig2bin = RENAME_PREDASTOOL(ch_bins).renamed_bins
-                                        .branch {
-                                            metabat2: it[0]['binner'] == 'MetaBAT2'
-                                            maxbin2:  it[0]['binner'] == 'MaxBin2'
-                                            concoct:  it[0]['binner'] == 'CONCOCT'
-                                        }
+    ch_bins_for_fastatocontig2bin = RENAME_PREDASTOOL(ch_bins).renamed_bins.branch {
+        metabat2: it[0]['binner'] == 'MetaBAT2'
+        maxbin2: it[0]['binner'] == 'MaxBin2'
+        concoct: it[0]['binner'] == 'CONCOCT'
+    }
+    ch_versions = ch_versions.mix(RENAME_PREDASTOOL.out.versions.first())
+
 
     // Generate DASTool auxilary files
-    DASTOOL_FASTATOCONTIG2BIN_METABAT2 ( ch_bins_for_fastatocontig2bin.metabat2, "fa")
+    DASTOOL_FASTATOCONTIG2BIN_METABAT2(ch_bins_for_fastatocontig2bin.metabat2, "fa")
+    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_METABAT2.out.versions.first())
+
     // MaxBin2 bin extension was changed to 'fa' as well in RENAME_PREDASTOOL
-    DASTOOL_FASTATOCONTIG2BIN_MAXBIN2 ( ch_bins_for_fastatocontig2bin.maxbin2, "fa")
-    DASTOOL_FASTATOCONTIG2BIN_CONCOCT ( ch_bins_for_fastatocontig2bin.concoct, "fa")
+    DASTOOL_FASTATOCONTIG2BIN_MAXBIN2(ch_bins_for_fastatocontig2bin.maxbin2, "fa")
+    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_MAXBIN2.out.versions.first())
+
+    DASTOOL_FASTATOCONTIG2BIN_CONCOCT(ch_bins_for_fastatocontig2bin.concoct, "fa")
+    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_CONCOCT.out.versions.first())
 
     // Run DASTOOL
     ch_fastatocontig2bin_for_dastool = Channel.empty()
     ch_fastatocontig2bin_for_dastool = ch_fastatocontig2bin_for_dastool
-                                    .mix(DASTOOL_FASTATOCONTIG2BIN_METABAT2.out.fastatocontig2bin)
-                                    .mix(DASTOOL_FASTATOCONTIG2BIN_MAXBIN2.out.fastatocontig2bin)
-                                    .mix(DASTOOL_FASTATOCONTIG2BIN_CONCOCT.out.fastatocontig2bin)
-                                    .map {
-                                        meta, fastatocontig2bin ->
-                                            def meta_new = meta - meta.subMap('binner')
-                                            [ meta_new, fastatocontig2bin ]
-                                    }
-                                    .groupTuple(by: 0)
+        .mix(DASTOOL_FASTATOCONTIG2BIN_METABAT2.out.fastatocontig2bin)
+        .mix(DASTOOL_FASTATOCONTIG2BIN_MAXBIN2.out.fastatocontig2bin)
+        .mix(DASTOOL_FASTATOCONTIG2BIN_CONCOCT.out.fastatocontig2bin)
+        .map { meta, fastatocontig2bin ->
+            def meta_new = meta - meta.subMap('binner')
+            [meta_new, fastatocontig2bin]
+        }
+        .groupTuple(by: 0)
 
     // Note: do not `failOnMismatch` on join here, in some cases e.g. MAXBIN2 will fail if no bins, so cannot join!
     // Only want to join for DAS_Tool on bins that 'exist'
 
     ch_input_for_dastool = ch_contigs_for_dastool.join(ch_fastatocontig2bin_for_dastool, by: 0)
 
-    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_METABAT2.out.versions.first())
-    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_MAXBIN2.out.versions.first())
-    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_CONCOCT.out.versions.first())
 
     // Run DAStool
     DASTOOL_DASTOOL(ch_input_for_dastool, [], [])
@@ -78,41 +80,37 @@ workflow BINNING_REFINEMENT {
     // use DASTool as 'binner' info allowing according grouping of refined bin sets,
     // while keeping information about original binning method in filenames and used binnames, e.g. "*-MaxBin2Refined-*.fa"
     // (alternatively one could think of adding, for example, meta.orig_binner, if this would simplify code)
-    ch_dastool_bins_newmeta = DASTOOL_DASTOOL.out.bins.transpose()
-        .map {
-            meta, bin ->
-                if (bin.name != "unbinned.fa") {
-                    def meta_new = meta + [binner: 'DASTool']
-                    [ meta_new, bin ]
-                }
+    ch_dastool_bins_newmeta = DASTOOL_DASTOOL.out.bins
+        .transpose()
+        .map { meta, bin ->
+            if (bin.name != "unbinned.fa") {
+                def meta_new = meta + [binner: 'DASTool']
+                [meta_new, bin]
             }
+        }
         .groupTuple()
-        .map {
-            meta, bin_list ->
-                def domain_class = params.bin_domain_classification ? 'prokarya' : 'unclassified'
-                def meta_new = meta + [refinement: 'dastool_refined', domain: domain_class]
-                [ meta_new, bin_list ]
-            }
+        .map { meta, bin_list ->
+            def domain_class = params.bin_domain_classification ? 'prokarya' : 'unclassified'
+            def meta_new = meta + [refinement: 'dastool_refined', domain: domain_class]
+            [meta_new, bin_list]
+        }
 
-    ch_input_for_renamedastool = DASTOOL_DASTOOL.out.bins
-        .map {
-            meta, bin_list ->
-                def domain_class = params.bin_domain_classification ? 'prokarya' : 'unclassified'
-                def meta_new = meta + [refinement: 'dastool_refined', binner: 'DASTool', domain: domain_class]
-                [ meta_new, bin_list ]
-            }
+    ch_input_for_renamedastool = DASTOOL_DASTOOL.out.bins.map { meta, bin_list ->
+        def domain_class = params.bin_domain_classification ? 'prokarya' : 'unclassified'
+        def meta_new = meta + [refinement: 'dastool_refined', binner: 'DASTool', domain: domain_class]
+        [meta_new, bin_list]
+    }
 
-    RENAME_POSTDASTOOL ( ch_input_for_renamedastool )
+    RENAME_POSTDASTOOL(ch_input_for_renamedastool)
+    ch_versions = ch_versions.mix(RENAME_POSTDASTOOL.out.versions.first())
 
-    refined_unbins = RENAME_POSTDASTOOL.out.refined_unbins
-        .map {
-            meta, bin_list ->
-                def meta_new = meta + [refinement: 'dastool_refined_unbinned']
-                [meta_new, bin_list]
-        }
+    refined_unbins = RENAME_POSTDASTOOL.out.refined_unbins.map { meta, bin_list ->
+        def meta_new = meta + [refinement: 'dastool_refined_unbinned']
+        [meta_new, bin_list]
+    }
 
     emit:
-    refined_bins                = ch_dastool_bins_newmeta
-    refined_unbins              = refined_unbins
-    versions                    = ch_versions
+    refined_bins   = ch_dastool_bins_newmeta
+    refined_unbins = refined_unbins
+    versions       = ch_versions
 }
diff --git a/subworkflows/local/catpack/main.nf b/subworkflows/local/catpack/main.nf
index 6626da778..b7236a045 100644
--- a/subworkflows/local/catpack/main.nf
+++ b/subworkflows/local/catpack/main.nf
@@ -29,6 +29,8 @@ workflow CATPACK {
     if (params.cat_db) {
         if (params.cat_db.endsWith('.tar.gz')) {
             CAT_DB_UNTAR([[id: 'cat_db'], file(params.cat_db, checkIfExists: true)])
+            ch_versions = ch_versions.mix(CAT_DB_UNTAR.out.versions.first())
+
             ch_cat_db_dir = CAT_DB_UNTAR.out.untar
         }
         else {
@@ -66,12 +68,12 @@ workflow CATPACK {
      */
 
     CATPACK_BINS(
-        ch_bins,            // input bins
-        ch_cat_db.db,       // database 'db' dir (contains diamond file mainly)
-        ch_cat_db.taxonomy, // database 'tax' dir (contains names/nodes.dmp)
-        [[:], []],          // pre-predicted proteins
-        [[:], []],          // pre-made diamond alignment table
-        '.fa',              // bin extension
+        ch_bins,
+        ch_cat_db.db,
+        ch_cat_db.taxonomy,
+        [[:], []],
+        [[:], []],
+        '.fa',
     )
     ch_versions = ch_versions.mix(CATPACK_BINS.out.versions.first())
 
@@ -99,11 +101,11 @@ workflow CATPACK {
 
     if (params.cat_classify_unbinned) {
         CATPACK_UNBINS(
-            ch_unbins,          // input contigs
-            ch_cat_db.db,       // database 'db' dir (contains diamond file mainly)
-            ch_cat_db.taxonomy, // database 'tax' dir (contains names/nodes.dmp)
-            [[:], []],          // pre-predicted proteins
-            [[:], []],          // pre-made diamond alignment table
+            ch_unbins,
+            ch_cat_db.db,
+            ch_cat_db.taxonomy,
+            [[:], []],
+            [[:], []],
         )
         ch_versions = ch_versions.mix(CATPACK_UNBINS.out.versions.first())
 
diff --git a/subworkflows/local/gtdbtk/main.nf b/subworkflows/local/gtdbtk/main.nf
index 326f48347..b3d7e8e1d 100644
--- a/subworkflows/local/gtdbtk/main.nf
+++ b/subworkflows/local/gtdbtk/main.nf
@@ -15,6 +15,8 @@ workflow GTDBTK {
     val_gtdb_mash     // value: path
 
     main:
+    ch_versions = Channel.empty()
+
     // Collect bin quality metrics
     qc_columns = [
         busco: ['Input_file', 'Complete', 'Duplicated'],
@@ -27,7 +29,7 @@ workflow GTDBTK {
         .map { row -> qc_columns[params.binqc_tool].collect { col -> row[col] } }
         .filter { row -> row[1] != '' }
         .map { row ->
-            row = [row[0]] + row[1..2].collect { value -> Double.parseDouble("${value}") }
+            row = [row[0]] + row[1..2].collect { value -> Number.parseDouble("${value}") }
             // CheckM / CheckM2 removes the .fa extension from the bin name
             if (params.binqc_tool in ['checkm', 'checkm2']) {
                 row[0] = row[0] + '.fa'
@@ -51,6 +53,7 @@ workflow GTDBTK {
     if (val_gtdb.extension == 'gz') {
         // Expects to be tar.gz!
         ch_db_for_gtdbtk = GTDBTK_DB_PREPARATION(val_gtdb).db
+        ch_versions = ch_versions.mix(GTDBTK_DB_PREPARATION.out.versions.first())
     }
     else if (val_gtdb.isDirectory()) {
         ch_db_for_gtdbtk = [val_gtdb.simpleName, val_gtdb]
@@ -72,6 +75,7 @@ workflow GTDBTK {
         params.gtdbtk_pplacer_useram ? false : true,
         val_gtdb_mash,
     )
+    ch_versions = ch_versions.mix(GTDBTK_CLASSIFYWF.out.versions.first())
 
     GTDBTK_SUMMARY(
         ch_filtered_bins.discarded.map { it[1] }.collect().ifEmpty([]),
@@ -79,9 +83,10 @@ workflow GTDBTK {
         [],
         [],
     )
+    ch_versions = ch_versions.mix(GTDBTK_SUMMARY.out.versions.first())
 
     emit:
     summary       = GTDBTK_SUMMARY.out.summary
     multiqc_files = GTDBTK_SUMMARY.out.summary
-    versions      = GTDBTK_CLASSIFYWF.out.versions
+    versions      = ch_versions
 }
diff --git a/subworkflows/local/preprocessing_shortread/main.nf b/subworkflows/local/preprocessing_shortread/main.nf
index 9da1c5ae5..ce26ec3d3 100644
--- a/subworkflows/local/preprocessing_shortread/main.nf
+++ b/subworkflows/local/preprocessing_shortread/main.nf
@@ -43,8 +43,8 @@ workflow SHORTREAD_PREPROCESSING {
                 params.fastp_save_trimmed_fail,
                 [],
             )
-            ch_short_reads_prepped = FASTP.out.reads
             ch_versions = ch_versions.mix(FASTP.out.versions.first())
+            ch_short_reads_prepped = FASTP.out.reads
             ch_multiqc_files = ch_multiqc_files.mix(FASTP.out.json)
         }
         else if (params.clip_tool == 'adapterremoval') {
@@ -57,7 +57,9 @@ workflow SHORTREAD_PREPROCESSING {
             }
 
             ADAPTERREMOVAL_PE(ch_adapterremoval_in.paired, [])
+            ch_versions = ch_versions.mix(ADAPTERREMOVAL_PE.out.versions.first())
             ADAPTERREMOVAL_SE(ch_adapterremoval_in.single, [])
+            ch_versions = ch_versions.mix(ADAPTERREMOVAL_SE.out.versions.first())
 
             ch_short_reads_prepped = Channel.empty()
             ch_short_reads_prepped = ch_short_reads_prepped.mix(ADAPTERREMOVAL_SE.out.singles_truncated, ADAPTERREMOVAL_PE.out.paired_truncated)
@@ -69,11 +71,11 @@ workflow SHORTREAD_PREPROCESSING {
         else if (params.clip_tool == 'trimmomatic') {
 
             TRIMMOMATIC(ch_raw_short_reads)
+            ch_versions = ch_versions.mix(TRIMMOMATIC.out.versions.first())
 
             ch_short_reads_prepped = Channel.empty()
             ch_short_reads_prepped = TRIMMOMATIC.out.trimmed_reads
 
-            ch_versions = ch_versions.mix(TRIMMOMATIC.out.versions.first())
             ch_multiqc_files = ch_multiqc_files.mix(TRIMMOMATIC.out.out_log)
         }
     }
@@ -86,13 +88,18 @@ workflow SHORTREAD_PREPROCESSING {
             ch_host_bowtie2index = file(params.host_fasta_bowtie2index, checkIfExists: true)
         }
         else {
-            ch_host_fasta_for_build = ch_host_fasta.combine(ch_short_reads_prepped)
+            ch_host_fasta_for_build = ch_host_fasta
+                .combine(ch_short_reads_prepped)
                 .map { host_fasta, _meta, _reads ->
                     host_fasta
-                }.first() // makes sure to only use the host fasta if the short read channel is not empty
+                }
+                .first()
+            // makes sure to only use the host fasta if the short read channel is not empty
             BOWTIE2_HOST_REMOVAL_BUILD(
                 ch_host_fasta_for_build
             )
+            ch_versions = ch_versions.mix(BOWTIE2_HOST_REMOVAL_BUILD.out.versions.first())
+
             ch_host_bowtie2index = BOWTIE2_HOST_REMOVAL_BUILD.out.index
         }
     }
@@ -105,8 +112,9 @@ workflow SHORTREAD_PREPROCESSING {
             ch_short_reads_prepped,
             ch_host_bowtie2index,
         )
-        ch_short_reads_hostremoved = BOWTIE2_HOST_REMOVAL_ALIGN.out.reads
         ch_versions = ch_versions.mix(BOWTIE2_HOST_REMOVAL_ALIGN.out.versions.first())
+
+        ch_short_reads_hostremoved = BOWTIE2_HOST_REMOVAL_ALIGN.out.reads
         ch_multiqc_files = ch_multiqc_files.mix(BOWTIE2_HOST_REMOVAL_ALIGN.out.log)
     }
     else {
@@ -114,19 +122,24 @@ workflow SHORTREAD_PREPROCESSING {
     }
 
     if (!params.keep_phix && !val_skip_qc) {
-        ch_phix_fasta_for_build = ch_phix_db_file.combine(ch_short_reads_prepped)
-                .map { host_fasta, _meta, _reads ->
-                    host_fasta
-                }.first()
+        ch_phix_fasta_for_build = ch_phix_db_file
+            .combine(ch_short_reads_prepped)
+            .map { host_fasta, _meta, _reads ->
+                host_fasta
+            }
+            .first()
         BOWTIE2_PHIX_REMOVAL_BUILD(
             ch_phix_fasta_for_build
         )
+        ch_versions = ch_versions.mix(BOWTIE2_PHIX_REMOVAL_BUILD.out.versions.first())
+
         BOWTIE2_PHIX_REMOVAL_ALIGN(
             ch_short_reads_hostremoved,
             BOWTIE2_PHIX_REMOVAL_BUILD.out.index,
         )
-        ch_short_reads_phixremoved = BOWTIE2_PHIX_REMOVAL_ALIGN.out.reads
         ch_versions = ch_versions.mix(BOWTIE2_PHIX_REMOVAL_ALIGN.out.versions.first())
+
+        ch_short_reads_phixremoved = BOWTIE2_PHIX_REMOVAL_ALIGN.out.reads
         ch_multiqc_files = ch_multiqc_files.mix(BOWTIE2_PHIX_REMOVAL_ALIGN.out.log)
     }
     else {
@@ -138,13 +151,8 @@ workflow SHORTREAD_PREPROCESSING {
      * - No host removal and skip_qc (params.skip_shortread_qc)
      * - No host removal and *both* --keep_phix --skip_clipping
      */
-    if ( !( ( val_skip_qc && !( params.host_fasta || params.host_genome ) ) ) ) {
-        if (
-            !(
-                params.keep_phix && params.skip_clipping &&
-                !( params.host_genome || params.host_fasta )
-            )
-        ) {
+    if (!(val_skip_qc && !(params.host_fasta || params.host_genome))) {
+        if (!(params.keep_phix && params.skip_clipping && !(params.host_genome || params.host_fasta))) {
             FASTQC_TRIMMED(
                 ch_short_reads_phixremoved
             )
@@ -167,6 +175,8 @@ workflow SHORTREAD_PREPROCESSING {
         }
 
     CAT_FASTQ(ch_short_reads_forcat.cat.map { meta, reads -> [meta, reads.flatten()] })
+    ch_versions = ch_versions.mix(CAT_FASTQ.out.versions.first())
+
 
     // Ensure we don't have nests of nests so that structure is in form expected for assembly
     ch_short_reads_catskipped = ch_short_reads_forcat.skip_cat.map { meta, reads ->
@@ -177,7 +187,6 @@ workflow SHORTREAD_PREPROCESSING {
     // Combine single run and multi-run-merged data
     ch_short_reads = Channel.empty()
     ch_short_reads = CAT_FASTQ.out.reads.mix(ch_short_reads_catskipped)
-    ch_versions = ch_versions.mix(CAT_FASTQ.out.versions.first())
 
     if (params.bbnorm) {
         if (params.coassemble_group) {
diff --git a/subworkflows/local/tiara/main.nf b/subworkflows/local/tiara/main.nf
index e1550e538..08bcb6c35 100644
--- a/subworkflows/local/tiara/main.nf
+++ b/subworkflows/local/tiara/main.nf
@@ -8,31 +8,29 @@ workflow TIARA {
     take:
     ch_assemblies // tuple val(meta), path(assembly)
     ch_in_bins    // tuple val(meta), path( [ bins ] )
-    ch_in_unbins     // tuple val(meta), path( [ unbins ] )
+    ch_in_unbins  // tuple val(meta), path( [ unbins ] )
 
     main:
     ch_versions = Channel.empty()
 
-    ch_bins = ch_in_bins
-        .map { meta, bin_list ->
-            def meta_new = meta + [bin: 'bins']
-            meta_new.bin = 'bins'
-            [meta_new, bin_list]
-        }
+    ch_bins = ch_in_bins.map { meta, bin_list ->
+        def meta_new = meta + [bin: 'bins']
+        meta_new.bin = 'bins'
+        [meta_new, bin_list]
+    }
 
-    ch_unbins = ch_in_unbins
-        .map { meta, unbin_list ->
-            def meta_new = meta + [bin: 'unbins']
-            [meta_new, unbin_list]
-        }
+    ch_unbins = ch_in_unbins.map { meta, unbin_list ->
+        def meta_new = meta + [bin: 'unbins']
+        [meta_new, unbin_list]
+    }
 
     ch_tiara_input = ch_bins.mix(ch_unbins)
 
-    TIARA_TIARA ( ch_assemblies )
+    TIARA_TIARA(ch_assemblies)
     ch_versions = ch_versions.mix(TIARA_TIARA.out.versions.first())
 
     // Need contig2bin file for each bin group
-    DASTOOL_FASTATOCONTIG2BIN_TIARA ( ch_tiara_input , 'fa')
+    DASTOOL_FASTATOCONTIG2BIN_TIARA(ch_tiara_input, 'fa')
     ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_TIARA.out.versions.first())
 
     // Need to per-assembly Tiara classifications to their bins
@@ -41,53 +39,47 @@ workflow TIARA {
         .combine(ch_tiara_input, by: 0)
         .map { meta, contig2bin, bin_list ->
             def meta_join = meta - meta.subMap('binner', 'bin')
-            [ meta_join, meta, contig2bin, bin_list ]
+            [meta_join, meta, contig2bin, bin_list]
         }
 
     ch_tiara_classify_input = ch_contigs_to_bin_tiara
-        .combine( TIARA_TIARA.out.classifications, by: 0)
+        .combine(TIARA_TIARA.out.classifications, by: 0)
         .map { _meta_join, meta, contig2bin, bin_list, classifications ->
-            [ meta, classifications, contig2bin, bin_list ]
+            [meta, classifications, contig2bin, bin_list]
         }
 
-    TIARA_CLASSIFY( ch_tiara_classify_input )
+    TIARA_CLASSIFY(ch_tiara_classify_input)
     ch_versions = ch_versions.mix(TIARA_CLASSIFY.out.versions.first())
 
-    ch_eukarya_bins = TIARA_CLASSIFY.out.eukarya_bins
-        .map { meta, bin_list ->
-            def meta_new = meta + [domain: 'eukarya']
-            [meta_new, bin_list]
-        }
+    ch_eukarya_bins = TIARA_CLASSIFY.out.eukarya_bins.map { meta, bin_list ->
+        def meta_new = meta + [domain: 'eukarya']
+        [meta_new, bin_list]
+    }
 
-    ch_prokarya_bins = TIARA_CLASSIFY.out.prokarya_bins
-        .map { meta, bin_list ->
-            def meta_new = meta + [domain: 'prokarya']
-            [meta_new, bin_list]
-        }
+    ch_prokarya_bins = TIARA_CLASSIFY.out.prokarya_bins.map { meta, bin_list ->
+        def meta_new = meta + [domain: 'prokarya']
+        [meta_new, bin_list]
+    }
 
-    ch_bacteria_bins = TIARA_CLASSIFY.out.bacteria_bins
-        .map { meta, bin_list ->
-            def meta_new = meta + [domain: 'bacteria']
-            [meta_new, bin_list]
-        }
+    ch_bacteria_bins = TIARA_CLASSIFY.out.bacteria_bins.map { meta, bin_list ->
+        def meta_new = meta + [domain: 'bacteria']
+        [meta_new, bin_list]
+    }
 
-    ch_archaea_bins = TIARA_CLASSIFY.out.archaea_bins
-        .map { meta, bin_list ->
-            def meta_new = meta + [domain: 'archaea']
-            [meta_new, bin_list]
-        }
+    ch_archaea_bins = TIARA_CLASSIFY.out.archaea_bins.map { meta, bin_list ->
+        def meta_new = meta + [domain: 'archaea']
+        [meta_new, bin_list]
+    }
 
-    ch_organelle_bins = TIARA_CLASSIFY.out.organelle_bins
-        .map { meta, bin_list ->
-            def meta_new = meta + [domain: 'organelle']
-            [meta_new, bin_list]
-        }
+    ch_organelle_bins = TIARA_CLASSIFY.out.organelle_bins.map { meta, bin_list ->
+        def meta_new = meta + [domain: 'organelle']
+        [meta_new, bin_list]
+    }
 
-    ch_unknown_bins = TIARA_CLASSIFY.out.unknown_bins
-        .map { meta, bin_list ->
-            def meta_new = meta + [domain: 'unknown']
-            [meta_new, bin_list]
-        }
+    ch_unknown_bins = TIARA_CLASSIFY.out.unknown_bins.map { meta, bin_list ->
+        def meta_new = meta + [domain: 'unknown']
+        [meta_new, bin_list]
+    }
 
     ch_classified_bins_unbins = ch_eukarya_bins
         .mix(ch_prokarya_bins)
@@ -116,13 +108,14 @@ workflow TIARA {
 
     ch_bin_classifications = TIARA_CLASSIFY.out.bin_classifications
         .map { _meta, classification ->
-            [ classification ]
+            [classification]
         }
         .collect { classifications ->
             [[:], classifications]
         }
 
     TIARA_SUMMARY(ch_bin_classifications, 'tsv', 'tsv')
+    ch_versions = ch_versions.mix(TIARA_SUMMARY.out.versions.first())
 
     emit:
     classified_bins   = ch_classified_bins

From abd671f74b2bc7d610c3db5585131dc0f53ff87b Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 22 Aug 2025 08:12:30 +0000
Subject: [PATCH 077/288] Final version fixes and moving

---
 modules/local/adjust_maxbin2_ext/main.nf      | 12 ++-
 subworkflows/local/ancient_dna/main.nf        |  2 +-
 subworkflows/local/assembly_hybrid/main.nf    | 13 +--
 subworkflows/local/assembly_longread/main.nf  | 61 ++++++------
 subworkflows/local/assembly_shortread/main.nf |  6 +-
 subworkflows/local/bin_qc/main.nf             | 36 +++-----
 subworkflows/local/binning/main.nf            |  4 +-
 .../local/binning_preparation/main.nf         |  2 -
 .../binning_preparation_shortread/main.nf     | 42 ++++-----
 subworkflows/local/depths/main.nf             |  6 +-
 .../local/domain_classification/main.nf       |  2 +-
 .../local/hostremoval_longread/main.nf        | 10 +-
 .../local/preprocessing_longread/main.nf      | 92 +++++++++----------
 .../local/preprocessing_shortread/main.nf     |  3 +-
 .../local/virus_identification/main.nf        |  6 +-
 workflows/mag.nf                              | 24 ++---
 16 files changed, 159 insertions(+), 162 deletions(-)

diff --git a/modules/local/adjust_maxbin2_ext/main.nf b/modules/local/adjust_maxbin2_ext/main.nf
index 70eae99c9..701ebc895 100644
--- a/modules/local/adjust_maxbin2_ext/main.nf
+++ b/modules/local/adjust_maxbin2_ext/main.nf
@@ -3,15 +3,16 @@ process ADJUST_MAXBIN2_EXT {
     label 'process_low'
 
     conda "conda-forge::sed=4.7"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/ubuntu:20.04' :
-        'nf-core/ubuntu:20.04' }"
+    container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
+        ? 'https://depot.galaxyproject.org/singularity/ubuntu:20.04'
+        : 'nf-core/ubuntu:20.04'}"
 
     input:
     tuple val(meta), path(bins)
 
     output:
     tuple val(meta), path("*.fa.gz"), emit: renamed_bins
+    path "versions.yml", emit: versions
 
     script:
     """
@@ -23,5 +24,10 @@ process ADJUST_MAXBIN2_EXT {
             mv \${file} \${bin}.fa.gz
         done
     fi
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        coreutils: \$(apt-cache policy coreutils | grep Installed | xargs | cut -d ' ' -f 2)
+    END_VERSIONS
     """
 }
diff --git a/subworkflows/local/ancient_dna/main.nf b/subworkflows/local/ancient_dna/main.nf
index b3db5cef1..04a8c2b0e 100644
--- a/subworkflows/local/ancient_dna/main.nf
+++ b/subworkflows/local/ancient_dna/main.nf
@@ -25,7 +25,7 @@ workflow ANCIENT_DNA_ASSEMBLY_VALIDATION {
     ch_versions = ch_versions.mix(PYDAMAGE_ANALYZE.out.versions.first())
 
     PYDAMAGE_FILTER(PYDAMAGE_ANALYZE.out.csv)
-    ch_versions = ch_versions.mix(PYDAMAGE_ANALYZE.out.versions.first())
+    ch_versions = ch_versions.mix(PYDAMAGE_FILTER.out.versions.first())
 
     if (params.skip_ancient_damagecorrection) {
         ch_corrected_contigs = Channel.empty()
diff --git a/subworkflows/local/assembly_hybrid/main.nf b/subworkflows/local/assembly_hybrid/main.nf
index aa1acc8ce..6403c57ff 100644
--- a/subworkflows/local/assembly_hybrid/main.nf
+++ b/subworkflows/local/assembly_hybrid/main.nf
@@ -2,10 +2,9 @@
 include { SPADES as METASPADESHYBRID } from '../../../modules/nf-core/spades/main'
 
 workflow HYBRID_ASSEMBLY {
-
     take:
-    ch_short_reads_spades           // [ [meta] , fastq1, fastq2] (mandatory)
-    ch_long_reads_spades            // [ [meta] , fastq] (mandatory)
+    ch_short_reads_spades // [ [meta] , fastq1, fastq2] (mandatory)
+    ch_long_reads_spades  // [ [meta] , fastq] (mandatory)
 
     main:
 
@@ -21,22 +20,24 @@ workflow HYBRID_ASSEMBLY {
             .map { _id, meta_long, long_reads, meta_short, short_reads ->
                 if (meta_long.lr_platform == "OXFORD_NANOPORE" || meta_long.lr_platform == "OXFORD_NANOPORE_HQ") {
                     [meta_short, short_reads, [], long_reads]
-                } else {
+                }
+                else {
                     // For PacBio
                     [meta_short, short_reads, long_reads, []]
                 }
             }
 
         METASPADESHYBRID(ch_reads_spadeshybrid, [], [])
+        ch_versions = ch_versions.mix(METASPADESHYBRID.out.versions.first())
+
         ch_spadeshybrid_assemblies = METASPADESHYBRID.out.scaffolds.map { meta, assembly ->
             def meta_new = meta + [assembler: "SPAdesHybrid"]
             [meta_new, assembly]
         }
         ch_assembled_contigs = ch_assembled_contigs.mix(ch_spadeshybrid_assemblies)
-        ch_versions = ch_versions.mix(METASPADESHYBRID.out.versions.first())
     }
 
     emit:
     assembled_contigs = ch_assembled_contigs
-    versions = ch_versions
+    versions          = ch_versions
 }
diff --git a/subworkflows/local/assembly_longread/main.nf b/subworkflows/local/assembly_longread/main.nf
index 0aa35c2f6..3b0867f1c 100644
--- a/subworkflows/local/assembly_longread/main.nf
+++ b/subworkflows/local/assembly_longread/main.nf
@@ -7,7 +7,7 @@ include { METAMDBG_ASM } from '../../../modules/nf-core/metamdbg/asm/main'
 
 workflow LONGREAD_ASSEMBLY {
     take:
-    ch_long_reads            // [ [meta] , fastq] (mandatory)
+    ch_long_reads // [ [meta] , fastq] (mandatory)
 
     main:
     ch_assembled_contigs = Channel.empty()
@@ -15,54 +15,57 @@ workflow LONGREAD_ASSEMBLY {
 
     if (!params.skip_flye) {
 
-        ch_long_reads_flye_input = ch_long_reads
-            .multiMap { meta, reads ->
-                reads: [meta, reads]
-                mode: meta.lr_platform == "OXFORD_NANOPORE" ? "--nano-raw" :
-                    meta.lr_platform == "OXFORD_NANOPORE_HQ" ? "--nano-hq" :
-                    meta.lr_platform == "PACBIO_HIFI" ? "--pacbio-hifi" :
-                    meta.lr_platform == "PACBIO_CLR" ? "--pacbio-raw" : []
-            }
+        ch_long_reads_flye_input = ch_long_reads.multiMap { meta, reads ->
+            reads: [meta, reads]
+            mode: meta.lr_platform == "OXFORD_NANOPORE"
+                ? "--nano-raw"
+                : meta.lr_platform == "OXFORD_NANOPORE_HQ"
+                    ? "--nano-hq"
+                    : meta.lr_platform == "PACBIO_HIFI"
+                        ? "--pacbio-hifi"
+                        : meta.lr_platform == "PACBIO_CLR" ? "--pacbio-raw" : []
+        }
 
-        FLYE (
+        FLYE(
             ch_long_reads_flye_input.reads,
             ch_long_reads_flye_input.mode,
         )
+        ch_versions = ch_versions.mix(FLYE.out.versions.first())
 
         ch_flye_assemblies = FLYE.out.fasta.map { meta, assembly ->
-                def meta_new = meta + [assembler: "FLYE"]
-                [meta_new, assembly]
-            }
+            def meta_new = meta + [assembler: "FLYE"]
+            [meta_new, assembly]
+        }
         ch_assembled_contigs = ch_assembled_contigs.mix(ch_flye_assemblies)
-        ch_versions = ch_versions.mix(FLYE.out.versions.first())
     }
 
     if (!params.skip_metamdbg) {
 
-        ch_long_reads_metamdbg_input = ch_long_reads
-            .multiMap { meta, reads ->
-                reads: [meta, reads]
-                mode: meta.lr_platform == "OXFORD_NANOPORE" ? "ont" :
-                    meta.lr_platform == "OXFORD_NANOPORE_HQ" ? "ont" :
-                    meta.lr_platform == "PACBIO_HIFI" ? "hifi" :
-                    meta.lr_platform == "PACBIO_CLR" ? "hifi" : []
-            }
+        ch_long_reads_metamdbg_input = ch_long_reads.multiMap { meta, reads ->
+            reads: [meta, reads]
+            mode: meta.lr_platform == "OXFORD_NANOPORE"
+                ? "ont"
+                : meta.lr_platform == "OXFORD_NANOPORE_HQ"
+                    ? "ont"
+                    : meta.lr_platform == "PACBIO_HIFI"
+                        ? "hifi"
+                        : meta.lr_platform == "PACBIO_CLR" ? "hifi" : []
+        }
 
-        METAMDBG_ASM (
+        METAMDBG_ASM(
             ch_long_reads_metamdbg_input.reads,
             ch_long_reads_metamdbg_input.mode,
         )
+        ch_versions = ch_versions.mix(METAMDBG_ASM.out.versions.first())
 
         ch_metamdbg_assemblies = METAMDBG_ASM.out.contigs.map { meta, assembly ->
-                def meta_new = meta + [assembler: "METAMDBG"]
-                [meta_new, assembly]
-            }
+            def meta_new = meta + [assembler: "METAMDBG"]
+            [meta_new, assembly]
+        }
         ch_assembled_contigs = ch_assembled_contigs.mix(ch_metamdbg_assemblies)
-        ch_versions = ch_versions.mix( METAMDBG_ASM.out.versions.first() )
     }
 
     emit:
     assembled_contigs = ch_assembled_contigs
-    versions = ch_versions
-
+    versions          = ch_versions
 }
diff --git a/subworkflows/local/assembly_shortread/main.nf b/subworkflows/local/assembly_shortread/main.nf
index a90088c75..a1cde1bd3 100644
--- a/subworkflows/local/assembly_shortread/main.nf
+++ b/subworkflows/local/assembly_shortread/main.nf
@@ -17,8 +17,9 @@ workflow SHORTREAD_ASSEMBLY {
             def meta_new = meta + [assembler: 'SPAdes']
             [meta_new, assembly]
         }
-        ch_assembled_contigs = ch_assembled_contigs.mix(ch_spades_assemblies)
         ch_versions = ch_versions.mix(METASPADES.out.versions.first())
+
+        ch_assembled_contigs = ch_assembled_contigs.mix(ch_spades_assemblies)
     }
 
     if (!params.skip_megahit) {
@@ -27,8 +28,9 @@ workflow SHORTREAD_ASSEMBLY {
             def meta_new = meta + [assembler: 'MEGAHIT']
             [meta_new, assembly]
         }
-        ch_assembled_contigs = ch_assembled_contigs.mix(ch_megahit_assemblies)
         ch_versions = ch_versions.mix(MEGAHIT.out.versions.first())
+
+        ch_assembled_contigs = ch_assembled_contigs.mix(ch_megahit_assemblies)
     }
 
     emit:
diff --git a/subworkflows/local/bin_qc/main.nf b/subworkflows/local/bin_qc/main.nf
index 0cd034aa5..7142f6937 100644
--- a/subworkflows/local/bin_qc/main.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -47,7 +47,7 @@ workflow BIN_QC {
         ch_checkm_db = [[id: 'checkm_db'], file(params.checkm_download_url, checkIfExists: true)]
 
         CHECKM_UNTAR(ch_checkm_db)
-        ch_versions = ch_versions.mix(CHECKM2_UNTAR.out.versions.first())
+        ch_versions = ch_versions.mix(CHECKM_UNTAR.out.versions.first())
 
         ch_checkm_db = CHECKM_UNTAR.out.untar.map { it[1] }
     }
@@ -132,18 +132,11 @@ workflow BIN_QC {
             }
 
         CHECKM_QA(ch_checkmqa_input, [])
-        if (params.binqc_tool == "checkm") {
-            ch_qc_summaries = CHECKM_QA.out.output
-                .map { _meta, summary -> [[id: 'checkm'], summary] }
-                .groupTuple()
-        }
-        else {
-            checkm_summaries = CHECKM_QA.out.output
-                .map { _meta, summary -> [[id: 'checkm'], summary] }
-                .groupTuple()
-            CONCAT_CHECKM_TSV(checkm_summaries, 'tsv', 'tsv')
-        }
         ch_versions = ch_versions.mix(CHECKM_QA.out.versions.first())
+
+        ch_qc_summaries = CHECKM_QA.out.output
+            .map { _meta, summary -> [[id: 'checkm'], summary] }
+            .groupTuple()
         ch_multiqc_files = ch_multiqc_files.mix(
             CHECKM_QA.out.output.map { it[1] }.flatten()
         )
@@ -153,18 +146,11 @@ workflow BIN_QC {
          * CheckM2
          */
         CHECKM2_PREDICT(ch_input_bins_for_qc.groupTuple(), ch_checkm2_db)
-         if (params.binqc_tool == "checkm2") {
-            ch_qc_summaries = CHECKM2_PREDICT.out.checkm2_tsv
-                .map { _meta, summary -> [[id: 'checkm2'], summary] }
-                .groupTuple()
-         }
-         else {
-            checkm2_summaries = CHECKM2_PREDICT.out.checkm2_tsv
-                .map { _meta, summary -> [[id: 'checkm2'], summary] }
-                .groupTuple()
-            CONCAT_CHECKM2_TSV(checkm2_summaries, 'tsv', 'tsv')
-         }
         ch_versions = ch_versions.mix(CHECKM2_PREDICT.out.versions.first())
+
+        ch_qc_summaries = CHECKM2_PREDICT.out.checkm2_tsv
+            .map { _meta, summary -> [[id: 'checkm2'], summary] }
+            .groupTuple()
         ch_multiqc_files = ch_multiqc_files.mix(
             CHECKM2_PREDICT.out.checkm2_tsv.map { it[1] }.flatten()
         )
@@ -215,8 +201,10 @@ workflow BIN_QC {
     }
     // Combine QC summaries (same process for all tools)
     CONCAT_BINQC_TSV(ch_qc_summaries, 'tsv', 'tsv')
-    ch_qc_summary = CONCAT_BINQC_TSV.out.csv.map { _meta, summary -> summary }
     ch_versions = ch_versions.mix(CONCAT_BINQC_TSV.out.versions)
+
+    ch_qc_summary = CONCAT_BINQC_TSV.out.csv.map { _meta, summary -> summary }
+
     emit:
     qc_summary    = ch_qc_summary
     multiqc_files = ch_multiqc_files
diff --git a/subworkflows/local/binning/main.nf b/subworkflows/local/binning/main.nf
index 3def3105e..a50c914f7 100644
--- a/subworkflows/local/binning/main.nf
+++ b/subworkflows/local/binning/main.nf
@@ -91,7 +91,7 @@ workflow BINNING {
         ch_versions = ch_versions.mix(MAXBIN2.out.versions)
 
         ADJUST_MAXBIN2_EXT(MAXBIN2.out.binned_fastas)
-        ch_versions = ch_versions.mix(ADJUST_MAXBIN2_EXT.out.versions)
+        ch_versions = ch_versions.mix(ADJUST_MAXBIN2_EXT.out.versions.first())
 
         ch_bins_for_seqkit = ch_bins_for_seqkit.mix(ADJUST_MAXBIN2_EXT.out.renamed_bins.transpose())
         ch_binning_results_gzipped_final = ch_binning_results_gzipped_final.mix(ADJUST_MAXBIN2_EXT.out.renamed_bins)
@@ -168,7 +168,7 @@ workflow BINNING {
 
     // remove too-short contigs from unbinned contigs
     SPLIT_FASTA(ch_input_splitfasta)
-    ch_versions = ch_versions.mix(SPLIT_FASTA.out.versions)
+    ch_versions = ch_versions.mix(SPLIT_FASTA.out.versions.first())
 
     // large unbinned contigs from SPLIT_FASTA for decompressing for MAG_DEPTHS,
     // first have to separate and re-group due to limitation of GUNZIP module
diff --git a/subworkflows/local/binning_preparation/main.nf b/subworkflows/local/binning_preparation/main.nf
index 54a30f563..c706e0b34 100644
--- a/subworkflows/local/binning_preparation/main.nf
+++ b/subworkflows/local/binning_preparation/main.nf
@@ -19,8 +19,6 @@ workflow BINNING_PREPARATION {
 
     ch_grouped_mappings = SHORTREAD_BINNING_PREPARATION.out.grouped_mappings.mix(LONGREAD_BINNING_PREPARATION.out.grouped_mappings)
 
-    ch_versions = ch_versions.mix(SHORTREAD_BINNING_PREPARATION.out.versions)
-    ch_versions = ch_versions.mix(LONGREAD_BINNING_PREPARATION.out.versions)
     ch_multiqc_files = ch_multiqc_files.mix(SHORTREAD_BINNING_PREPARATION.out.bowtie2_assembly_multiqc)
 
     emit:
diff --git a/subworkflows/local/binning_preparation_shortread/main.nf b/subworkflows/local/binning_preparation_shortread/main.nf
index 29bbf8ef4..143c08a35 100644
--- a/subworkflows/local/binning_preparation_shortread/main.nf
+++ b/subworkflows/local/binning_preparation_shortread/main.nf
@@ -7,53 +7,53 @@ include { BOWTIE2_ASSEMBLY_ALIGN } from '../../../modules/local/bowtie2_assembly
 
 workflow SHORTREAD_BINNING_PREPARATION {
     take:
-    ch_assemblies           // channel: [ val(meta), path(assembly) ]
-    ch_reads                // channel: [ val(meta), [ reads ] ]
+    ch_assemblies // channel: [ val(meta), path(assembly) ]
+    ch_reads      // channel: [ val(meta), [ reads ] ]
 
     main:
 
     ch_versions = Channel.empty()
     // build bowtie2 index for all assemblies
-    BOWTIE2_ASSEMBLY_BUILD ( ch_assemblies )
+    BOWTIE2_ASSEMBLY_BUILD(ch_assemblies)
+    ch_versions = ch_versions.mix(BOWTIE2_ASSEMBLY_BUILD.out.versions.first())
 
     // combine assemblies with sample reads for binning depending on specified mapping mode
-    if (params.binning_map_mode == 'all'){
+    if (params.binning_map_mode == 'all') {
         // combine assemblies with reads of all samples
-        ch_bowtie2_input = BOWTIE2_ASSEMBLY_BUILD.out.assembly_index
-            .combine(ch_reads)
-    } else if (params.binning_map_mode == 'group'){
+        ch_bowtie2_input = BOWTIE2_ASSEMBLY_BUILD.out.assembly_index.combine(ch_reads)
+    }
+    else if (params.binning_map_mode == 'group') {
         // combine assemblies with reads of samples from same group
-        ch_reads_bowtie2 = ch_reads.map{ meta, sample_reads -> [ meta.group, meta, sample_reads ] }
+        ch_reads_bowtie2 = ch_reads.map { meta, sample_reads -> [meta.group, meta, sample_reads] }
         ch_bowtie2_input = BOWTIE2_ASSEMBLY_BUILD.out.assembly_index
-            .map { meta, assembly, index -> [ meta.group, meta, assembly, index ] }
+            .map { meta, assembly, index -> [meta.group, meta, assembly, index] }
             .combine(ch_reads_bowtie2, by: 0)
             .map { _group, assembly_meta, assembly, index, reads_meta, sample_reads ->
-                [ assembly_meta, assembly, index, reads_meta, sample_reads ]
+                [assembly_meta, assembly, index, reads_meta, sample_reads]
             }
-
-    } else {
+    }
+    else {
         // i.e. --binning_map_mode 'own'
         // combine assemblies (not co-assembled) with reads from own sample
-        ch_reads_bowtie2 = ch_reads.map{ meta, sample_reads -> [ meta.id, meta, sample_reads ] }
+        ch_reads_bowtie2 = ch_reads.map { meta, sample_reads -> [meta.id, meta, sample_reads] }
         ch_bowtie2_input = BOWTIE2_ASSEMBLY_BUILD.out.assembly_index
-            .map { meta, assembly, index -> [ meta.id, meta, assembly, index ] }
+            .map { meta, assembly, index -> [meta.id, meta, assembly, index] }
             .combine(ch_reads_bowtie2, by: 0)
             .map { _id, assembly_meta, assembly, index, reads_meta, sample_reads ->
-                [ assembly_meta, assembly, index, reads_meta, sample_reads ]
+                [assembly_meta, assembly, index, reads_meta, sample_reads]
             }
-
     }
 
-    BOWTIE2_ASSEMBLY_ALIGN ( ch_bowtie2_input )
+    BOWTIE2_ASSEMBLY_ALIGN(ch_bowtie2_input)
+    ch_versions = ch_versions.mix(BOWTIE2_ASSEMBLY_ALIGN.out.versions.first())
+
     // group mappings for one assembly
     ch_grouped_mappings = BOWTIE2_ASSEMBLY_ALIGN.out.mappings
         .groupTuple(by: 0)
-        .map { meta, assembly, bams, bais -> [ meta, assembly.sort()[0], bams, bais ] }     // multiple symlinks to the same assembly -> use first of sorted list
-
-    ch_versions = ch_versions.mix( BOWTIE2_ASSEMBLY_ALIGN.out.versions.first() )
+        .map { meta, assembly, bams, bais -> [meta, assembly.sort()[0], bams, bais] }
 
     emit:
-    bowtie2_assembly_multiqc = BOWTIE2_ASSEMBLY_ALIGN.out.log.map { _assembly_meta, _reads_meta, log -> [ log ] }
+    bowtie2_assembly_multiqc = BOWTIE2_ASSEMBLY_ALIGN.out.log.map { _assembly_meta, _reads_meta, log -> [log] }
     versions                 = ch_versions
     grouped_mappings         = ch_grouped_mappings
 }
diff --git a/subworkflows/local/depths/main.nf b/subworkflows/local/depths/main.nf
index 447941eac..bd253859f 100644
--- a/subworkflows/local/depths/main.nf
+++ b/subworkflows/local/depths/main.nf
@@ -48,7 +48,7 @@ workflow DEPTHS {
         }
 
     MAG_DEPTHS(ch_depth_input)
-    ch_versions = ch_versions.mix(MAG_DEPTHS.out.versions)
+    ch_versions = ch_versions.mix(MAG_DEPTHS.out.versions.first())
 
     // Plot bin depths heatmap for each assembly and mapped samples (according to `binning_map_mode`)
     // create file containing group information for all samples
@@ -63,6 +63,7 @@ workflow DEPTHS {
     }
 
     MAG_DEPTHS_PLOT(ch_mag_depths_plot, ch_sample_groups.collect())
+    ch_versions = ch_versions.mix(MAG_DEPTHS_PLOT.out.versions.first())
 
     //Depth files that are coming from bins and failed binning refinement are concatenated per meta
     ch_mag_depth_out = MAG_DEPTHS.out.depths.collectFile(keepHeader: true) { meta, depth ->
@@ -70,8 +71,7 @@ workflow DEPTHS {
     }
 
     MAG_DEPTHS_SUMMARY(ch_mag_depth_out.collect())
-    ch_versions = ch_versions.mix(MAG_DEPTHS_PLOT.out.versions)
-    ch_versions = ch_versions.mix(MAG_DEPTHS_SUMMARY.out.versions)
+    ch_versions = ch_versions.mix(MAG_DEPTHS_SUMMARY.out.versions.first())
 
     emit:
     depths_summary = MAG_DEPTHS_SUMMARY.out.summary
diff --git a/subworkflows/local/domain_classification/main.nf b/subworkflows/local/domain_classification/main.nf
index 81b9a2fd1..b7d39c2ba 100644
--- a/subworkflows/local/domain_classification/main.nf
+++ b/subworkflows/local/domain_classification/main.nf
@@ -15,11 +15,11 @@ workflow DOMAIN_CLASSIFICATION {
 
     if (params.bin_domain_classification_tool == "tiara") {
         TIARA(ch_assemblies, ch_bins, ch_unbins)
+        ch_versions = ch_versions.mix(TIARA.out.versions)
     }
 
     ch_classified_bins = TIARA.out.classified_bins
     ch_classified_unbins = TIARA.out.classified_unbins
-    ch_versions = ch_versions.mix(TIARA.out.versions)
 
     emit:
     classified_bins   = ch_classified_bins
diff --git a/subworkflows/local/hostremoval_longread/main.nf b/subworkflows/local/hostremoval_longread/main.nf
index 696d93634..d9958757a 100644
--- a/subworkflows/local/hostremoval_longread/main.nf
+++ b/subworkflows/local/hostremoval_longread/main.nf
@@ -12,7 +12,7 @@ include { SAMTOOLS_UNMAPPED as SAMTOOLS_HOSTREMOVED_UNMAPPED } from '../../../mo
 
 workflow LONGREAD_HOSTREMOVAL {
     take:
-    ch_reads  // [ [ meta ], [ reads ] ]
+    ch_reads      // [ [ meta ], [ reads ] ]
     val_reference // path
 
     main:
@@ -28,13 +28,13 @@ workflow LONGREAD_HOSTREMOVAL {
         .first()
     // makes sure to only use the host fasta if the long read channel is not empty
     ch_minimap2_index = MINIMAP2_HOST_INDEX(ch_host_fasta_for_build).index
-    ch_versions = ch_versions.mix(MINIMAP2_HOST_INDEX.out.versions)
+    ch_versions = ch_versions.mix(MINIMAP2_HOST_INDEX.out.versions.first())
 
     MINIMAP2_HOST_ALIGN(ch_reads, ch_minimap2_index, true, 'bai', false, false)
-    ch_versions = ch_versions.mix(MINIMAP2_HOST_ALIGN.out.versions.first())
     ch_minimap2_mapped = MINIMAP2_HOST_ALIGN.out.bam.map { meta, reads ->
         [meta, reads, []]
     }
+    ch_versions = ch_versions.mix(MINIMAP2_HOST_ALIGN.out.versions.first())
 
     // Generate unmapped reads FASTQ for downstream taxprofiling
     SAMTOOLS_HOSTREMOVED_UNMAPPED(ch_minimap2_mapped)
@@ -51,8 +51,8 @@ workflow LONGREAD_HOSTREMOVAL {
     ch_multiqc_files = ch_multiqc_files.mix(SAMTOOLS_HOSTREMOVED_STATS.out.stats)
 
     emit:
-    stats         = SAMTOOLS_HOSTREMOVED_STATS.out.stats    //channel: [val(meta), [reads  ] ]
+    stats         = SAMTOOLS_HOSTREMOVED_STATS.out.stats //channel: [val(meta), [reads  ] ]
     reads         = SAMTOOLS_HOSTREMOVED_UNMAPPED.out.fastq // channel: [ val(meta), [ reads ] ]
-    versions      = ch_versions                             // channel: [ versions.yml ]
+    versions      = ch_versions // channel: [ versions.yml ]
     multiqc_files = ch_multiqc_files
 }
diff --git a/subworkflows/local/preprocessing_longread/main.nf b/subworkflows/local/preprocessing_longread/main.nf
index e3c8e67f5..702650039 100644
--- a/subworkflows/local/preprocessing_longread/main.nf
+++ b/subworkflows/local/preprocessing_longread/main.nf
@@ -27,86 +27,89 @@ workflow LONGREAD_PREPROCESSING {
     ch_versions = Channel.empty()
     ch_multiqc_files = Channel.empty()
 
-    NANOPLOT_RAW (
+    NANOPLOT_RAW(
         ch_raw_long_reads
     )
     ch_versions = ch_versions.mix(NANOPLOT_RAW.out.versions.first())
 
-    if ( !params.assembly_input ) {
+    if (!params.assembly_input) {
         if (!params.skip_adapter_trimming && !val_skip_qc) {
-            if (params.longread_adaptertrimming_tool &&
-                params.longread_adaptertrimming_tool == 'porechop_abi') {
-                PORECHOP_ABI (
+            if (params.longread_adaptertrimming_tool && params.longread_adaptertrimming_tool == 'porechop_abi') {
+                PORECHOP_ABI(
                     ch_raw_long_reads
                 )
-                ch_long_reads = PORECHOP_ABI.out.reads
                 ch_versions = ch_versions.mix(PORECHOP_ABI.out.versions.first())
-                ch_multiqc_files = ch_multiqc_files.mix( PORECHOP_ABI.out.log )
-            } else if (params.longread_adaptertrimming_tool == 'porechop') {
-                PORECHOP_PORECHOP (
+                ch_long_reads = PORECHOP_ABI.out.reads
+                ch_multiqc_files = ch_multiqc_files.mix(PORECHOP_ABI.out.log)
+            }
+            else if (params.longread_adaptertrimming_tool == 'porechop') {
+                PORECHOP_PORECHOP(
                     ch_raw_long_reads
                 )
-                ch_long_reads = PORECHOP_PORECHOP.out.reads
                 ch_versions = ch_versions.mix(PORECHOP_PORECHOP.out.versions.first())
-                ch_multiqc_files = ch_multiqc_files.mix( PORECHOP_PORECHOP.out.log )
+                ch_long_reads = PORECHOP_PORECHOP.out.reads
+                ch_multiqc_files = ch_multiqc_files.mix(PORECHOP_PORECHOP.out.log)
             }
-        } else {
+        }
+        else {
             ch_long_reads = ch_raw_long_reads
         }
 
         if (!params.keep_lambda && params.longread_filtering_tool != 'chopper' && !val_skip_qc) {
-            NANOLYSE (
+            NANOLYSE(
                 ch_long_reads,
-                ch_lambda_db
+                ch_lambda_db,
             )
-            ch_long_reads = NANOLYSE.out.fastq
             ch_versions = ch_versions.mix(NANOLYSE.out.versions.first())
+            ch_long_reads = NANOLYSE.out.fastq
         }
         if (!params.skip_longread_filtering && !val_skip_qc) {
             if (params.longread_filtering_tool == 'filtlong') {
                 // join long and short reads by sample name
-                ch_short_reads_tmp = ch_short_reads
-                    .map { meta, sr -> [ meta.id, sr ] }
+                ch_short_reads_tmp = ch_short_reads.map { meta, sr -> [meta.id, sr] }
 
                 ch_short_and_long_reads = ch_long_reads
-                    .map { meta, lr -> [ meta.id, meta, lr ] }
+                    .map { meta, lr -> [meta.id, meta, lr] }
                     .join(ch_short_reads_tmp, by: 0, remainder: true)
-                    .filter { it[1] != null } // Make sure long reads are not null, which happens if ch_short_reads is empty
-                    .map { _id, meta_lr, lr, sr -> [ meta_lr, sr ? sr : [], lr ] }  // should not occur for single-end, since SPAdes (hybrid) does not support single-end
+                    .filter { it[1] != null }
+                    .map { _id, meta_lr, lr, sr -> [meta_lr, sr ? sr : [], lr] }
+                // should not occur for single-end, since SPAdes (hybrid) does not support single-end
 
-                FILTLONG (
+                FILTLONG(
                     ch_short_and_long_reads
                 )
-                ch_long_reads = FILTLONG.out.reads
                 ch_versions = ch_versions.mix(FILTLONG.out.versions.first())
-                ch_multiqc_files = ch_multiqc_files.mix( FILTLONG.out.log )
-            } else if (params.longread_filtering_tool == 'nanoq') {
-                NANOQ (
+                ch_long_reads = FILTLONG.out.reads
+                ch_multiqc_files = ch_multiqc_files.mix(FILTLONG.out.log)
+            }
+            else if (params.longread_filtering_tool == 'nanoq') {
+                NANOQ(
                     ch_long_reads,
-                    'fastq.gz'
+                    'fastq.gz',
                 )
-                ch_long_reads = NANOQ.out.reads
                 ch_versions = ch_versions.mix(NANOQ.out.versions.first())
+                ch_long_reads = NANOQ.out.reads
                 ch_multiqc_files = ch_multiqc_files.mix(NANOQ.out.stats)
-            } else if (params.longread_filtering_tool == 'chopper') {
-                CHOPPER (
+            }
+            else if (params.longread_filtering_tool == 'chopper') {
+                CHOPPER(
                     ch_long_reads,
-                    ch_lambda_db
+                    ch_lambda_db,
                 )
-                ch_long_reads = CHOPPER.out.fastq
                 ch_versions = ch_versions.mix(CHOPPER.out.versions.first())
+                ch_long_reads = CHOPPER.out.fastq
             }
         }
 
         // host removal long reads
-        if ( params.host_fasta || params.host_genome ) {
-            LONGREAD_HOSTREMOVAL (
+        if (params.host_fasta || params.host_genome) {
+            LONGREAD_HOSTREMOVAL(
                 ch_long_reads,
-                ch_host_fasta
+                ch_host_fasta,
             )
-            ch_long_reads = LONGREAD_HOSTREMOVAL.out.reads
             ch_versions = ch_versions.mix(LONGREAD_HOSTREMOVAL.out.versions)
-            ch_multiqc_files = ch_multiqc_files.mix( LONGREAD_HOSTREMOVAL.out.multiqc_files )
+            ch_long_reads = LONGREAD_HOSTREMOVAL.out.reads
+            ch_multiqc_files = ch_multiqc_files.mix(LONGREAD_HOSTREMOVAL.out.multiqc_files)
         }
 
         /**
@@ -114,14 +117,9 @@ workflow LONGREAD_PREPROCESSING {
          * - No host removal and skip_qc (params.skip_longread_qc)
          * - No host removal and *all* --keep_lambda, --skip_adapter_trimming, --skip_longread_filtering
          */
-        if ( !( ( val_skip_qc && !( params.host_fasta || params.host_genome ) ) ) ) {
-            if (
-                !(
-                    params.skip_adapter_trimming && params.skip_longread_filtering && params.keep_lambda &&
-                    !(params.host_fasta || params.host_genome )
-                )
-            ) {
-                NANOPLOT_FILTERED (
+        if (!(val_skip_qc && !(params.host_fasta || params.host_genome))) {
+            if (!(params.skip_adapter_trimming && params.skip_longread_filtering && params.keep_lambda && !(params.host_fasta || params.host_genome))) {
+                NANOPLOT_FILTERED(
                     ch_long_reads
                 )
                 ch_versions = ch_versions.mix(NANOPLOT_FILTERED.out.versions.first())
@@ -140,12 +138,12 @@ workflow LONGREAD_PREPROCESSING {
                 cat: reads.size() >= 2
                 skip_cat: true
             }
-        CAT_FASTQ_LONGREADS(ch_long_reads_forcat.cat.map { meta, reads -> [meta, reads.flatten()] })
         ch_versions = ch_versions.mix(CAT_FASTQ_LONGREADS.out.versions.first())
+        CAT_FASTQ_LONGREADS(ch_long_reads_forcat.cat.map { meta, reads -> [meta, reads.flatten()] })
 
         ch_long_reads = CAT_FASTQ_LONGREADS.out.reads.mix(ch_long_reads_forcat.skip_cat.map { meta, reads -> [meta, reads[0]] })
-
-    } else {
+    }
+    else {
         ch_long_reads = ch_raw_long_reads
     }
 
diff --git a/subworkflows/local/preprocessing_shortread/main.nf b/subworkflows/local/preprocessing_shortread/main.nf
index ce26ec3d3..1636800a2 100644
--- a/subworkflows/local/preprocessing_shortread/main.nf
+++ b/subworkflows/local/preprocessing_shortread/main.nf
@@ -64,7 +64,6 @@ workflow SHORTREAD_PREPROCESSING {
             ch_short_reads_prepped = Channel.empty()
             ch_short_reads_prepped = ch_short_reads_prepped.mix(ADAPTERREMOVAL_SE.out.singles_truncated, ADAPTERREMOVAL_PE.out.paired_truncated)
 
-            ch_versions = ch_versions.mix(ADAPTERREMOVAL_PE.out.versions.first(), ADAPTERREMOVAL_SE.out.versions.first())
             ch_multiqc_files = ch_multiqc_files.mix(ADAPTERREMOVAL_PE.out.settings)
             ch_multiqc_files = ch_multiqc_files.mix(ADAPTERREMOVAL_SE.out.settings)
         }
@@ -207,7 +206,7 @@ workflow SHORTREAD_PREPROCESSING {
             ch_bbnorm = ch_short_reads
         }
         BBMAP_BBNORM(ch_bbnorm)
-        ch_versions = ch_versions.mix(BBMAP_BBNORM.out.versions)
+        ch_versions = ch_versions.mix(BBMAP_BBNORM.out.versions.first())
         ch_short_reads_assembly = BBMAP_BBNORM.out.fastq
     }
     else {
diff --git a/subworkflows/local/virus_identification/main.nf b/subworkflows/local/virus_identification/main.nf
index c0f951ff8..61203e536 100644
--- a/subworkflows/local/virus_identification/main.nf
+++ b/subworkflows/local/virus_identification/main.nf
@@ -16,19 +16,19 @@ workflow VIRUS_IDENTIFICATION {
 
     if (params.genomad_db && ch_genomad_db.extension == 'gz') {
         GENOMAD_UNTAR([[id: 'db'], ch_genomad_db])
+        ch_versions = ch_versions.mix(GENOMAD_UNTAR.out.versions.first())
         ch_db_for_genomad = GENOMAD_UNTAR.out.untar.map { _meta, db -> [db] }
-        ch_versions = ch_versions.mix(GENOMAD_UNTAR.out.versions)
     }
     else if (params.genomad_db) {
         ch_db_for_genomad = ch_genomad_db
     }
     else {
         ch_db_for_genomad = GENOMAD_DOWNLOAD().genomad_db
-        ch_versions = ch_versions.mix(GENOMAD_DOWNLOAD.out.versions)
+        ch_versions = ch_versions.mix(GENOMAD_DOWNLOAD.out.versions.first())
     }
 
     ch_identified_viruses = GENOMAD_ENDTOEND(ch_assemblies, ch_db_for_genomad).virus_fasta
-    ch_versions = ch_versions.mix(GENOMAD_ENDTOEND.out.versions)
+    ch_versions = ch_versions.mix(GENOMAD_ENDTOEND.out.versions.first())
 
     emit:
     identified_viruses = ch_identified_viruses
diff --git a/workflows/mag.nf b/workflows/mag.nf
index 6f0b9d653..411d7bd26 100644
--- a/workflows/mag.nf
+++ b/workflows/mag.nf
@@ -120,8 +120,8 @@ workflow MAG {
     // Get mmseqs db for MetaEuk if requested
     if (!params.skip_metaeuk && params.metaeuk_mmseqs_db) {
         MMSEQS_DATABASES(params.metaeuk_mmseqs_db)
+        ch_versions = ch_versions.mix(MMSEQS_DATABASES.out.versions.first())
         ch_metaeuk_db = MMSEQS_DATABASES.out.database
-        ch_versions = ch_versions.mix(MMSEQS_DATABASES.out.versions)
     }
 
     /*
@@ -138,7 +138,6 @@ workflow MAG {
             ch_phix_db_file,
             params.skip_shortread_qc,
         )
-
         ch_versions = ch_versions.mix(SHORTREAD_PREPROCESSING.out.versions)
         ch_multiqc_files = ch_multiqc_files.mix(SHORTREAD_PREPROCESSING.out.multiqc_files.collect { it[1] }.ifEmpty([]))
         ch_short_reads = SHORTREAD_PREPROCESSING.out.short_reads
@@ -164,7 +163,6 @@ workflow MAG {
         ch_host_fasta,
         params.skip_longread_qc,
     )
-
     ch_versions = ch_versions.mix(LONGREAD_PREPROCESSING.out.versions)
     ch_multiqc_files = ch_multiqc_files.mix(LONGREAD_PREPROCESSING.out.multiqc_files.collect { it[1] }.ifEmpty([]))
     ch_long_reads = LONGREAD_PREPROCESSING.out.long_reads
@@ -195,7 +193,7 @@ workflow MAG {
         }
 
         GUNZIP_ASSEMBLYINPUT(ch_assemblies_split.gzipped)
-        ch_versions = ch_versions.mix(GUNZIP_ASSEMBLYINPUT.out.versions)
+        ch_versions = ch_versions.mix(GUNZIP_ASSEMBLYINPUT.out.versions.first())
 
         ch_assemblies = Channel.empty()
         ch_assemblies = ch_assemblies.mix(ch_assemblies_split.ungzip, GUNZIP_ASSEMBLYINPUT.out.gunzip)
@@ -296,9 +294,10 @@ workflow MAG {
             }
 
             DOMAIN_CLASSIFICATION(ch_assemblies_for_domainclassification, BINNING.out.bins, BINNING.out.unbinned)
+            ch_versions = ch_versions.mix(DOMAIN_CLASSIFICATION.out.versions)
+
             ch_binning_results_bins = DOMAIN_CLASSIFICATION.out.classified_bins
             ch_binning_results_unbins = DOMAIN_CLASSIFICATION.out.classified_unbins
-            ch_versions = ch_versions.mix(DOMAIN_CLASSIFICATION.out.versions)
         }
         else {
             ch_binning_results_bins = BINNING.out.bins.map { meta, bins ->
@@ -339,10 +338,10 @@ workflow MAG {
             }
 
             BINNING_REFINEMENT(ch_contigs_for_binrefinement, ch_prokarya_bins_dastool)
+            ch_versions = ch_versions.mix(BINNING_REFINEMENT.out.versions)
 
             ch_refined_bins = BINNING_REFINEMENT.out.refined_bins
             ch_refined_unbins = BINNING_REFINEMENT.out.refined_unbins
-            ch_versions = ch_versions.mix(BINNING_REFINEMENT.out.versions)
 
             if (params.postbinning_input == 'raw_bins_only') {
                 ch_input_for_postbinning_bins = ch_binning_results_bins
@@ -376,9 +375,10 @@ workflow MAG {
             .groupTuple(by: 0)
 
         DEPTHS(ch_input_for_postbinning, BINNING.out.metabat2depths, ch_reads_for_depths)
-        ch_input_for_binsummary = DEPTHS.out.depths_summary
         ch_versions = ch_versions.mix(DEPTHS.out.versions)
 
+        ch_input_for_binsummary = DEPTHS.out.depths_summary
+
         /*
         * Bin QC subworkflows: for checking bin completeness with either BUSCO, CHECKM, CHECKM2, and/or GUNC
         */
@@ -386,9 +386,8 @@ workflow MAG {
         ch_bin_qc_summary = Channel.empty()
         if (!params.skip_binqc) {
             BIN_QC(ch_input_for_postbinning)
-
-            ch_bin_qc_summary = BIN_QC.out.qc_summary
             ch_versions = ch_versions.mix(BIN_QC.out.versions)
+            ch_bin_qc_summary = BIN_QC.out.qc_summary
         }
 
         ch_quast_bins_summary = Channel.empty()
@@ -406,6 +405,8 @@ workflow MAG {
                 ["${meta.id}.tsv", summary]
             }
             QUAST_BINS_SUMMARY(ch_quast_bin_summary.collect())
+            ch_versions = ch_versions.mix(QUAST_BINS_SUMMARY.out.versions.first())
+
             ch_quast_bins_summary = QUAST_BINS_SUMMARY.out.summary
         }
 
@@ -418,9 +419,9 @@ workflow MAG {
                 ch_input_for_postbinning_bins,
                 ch_input_for_postbinning_unbins,
             )
+            ch_versions = ch_versions.mix(CATPACK.out.versions)
 
             ch_catpack_summary = CATPACK.out.summary
-            ch_versions = ch_versions.mix(CATPACK.out.versions)
         }
 
         /*
@@ -458,6 +459,7 @@ workflow MAG {
                 ch_catpack_summary.ifEmpty([]),
                 params.binqc_tool,
             )
+            ch_versions = ch_versions.mix(BIN_SUMMARY.out.versions.first())
         }
 
         /*
@@ -495,7 +497,7 @@ workflow MAG {
                 }
 
             METAEUK_EASYPREDICT(ch_bins_for_metaeuk, ch_metaeuk_db)
-            ch_versions = ch_versions.mix(METAEUK_EASYPREDICT.out.versions)
+            ch_versions = ch_versions.mix(METAEUK_EASYPREDICT.out.versions.first())
         }
     }
 

From 743e6ae5d96bc77cf38f735d2aab32efa1503d46 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 22 Aug 2025 08:15:12 +0000
Subject: [PATCH 078/288] Update CHANGELOG

---
 CHANGELOG.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6d9dbde86..881fb1c5f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -34,6 +34,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#843](https://github.com/nf-core/mag/pull/843) - Fixed issue with large format Bowtie2 index files not being emitted from index module (reported by Nick Eckersley, fix by @jfy133)
 - [#847](https://github.com/nf-core/mag/pull/847) - Allow the BBNorm process to use only 0.8 of the memory allocated to the task to stop if from oversubscribing memory (reported by and fix by @erikrikarddaniel)
 - [#850](https://github.com/nf-core/mag/pull/850) - Fixed some modules of the GDTBTk subworkflow not being represented in version lists (fix by @jfy133)
+- [#852](https://github.com/nf-core/mag/pull/852) - Fixed version reporting by ensure all modules are represented in final version.yml for MultiQC (by @jfy133)
 
 ### `Dependencies`
 

From d292e39fcf808d57495c9e9d0aee2d74441be212 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 22 Aug 2025 14:07:46 +0200
Subject: [PATCH 079/288] Update subworkflows/local/assembly_longread/main.nf

Co-authored-by: Jim Downie <19718667+prototaxites@users.noreply.github.com>
---
 subworkflows/local/assembly_longread/main.nf | 19 ++++++++++++-------
 1 file changed, 12 insertions(+), 7 deletions(-)

diff --git a/subworkflows/local/assembly_longread/main.nf b/subworkflows/local/assembly_longread/main.nf
index 3b0867f1c..c5fa4faf2 100644
--- a/subworkflows/local/assembly_longread/main.nf
+++ b/subworkflows/local/assembly_longread/main.nf
@@ -17,13 +17,18 @@ workflow LONGREAD_ASSEMBLY {
 
         ch_long_reads_flye_input = ch_long_reads.multiMap { meta, reads ->
             reads: [meta, reads]
-            mode: meta.lr_platform == "OXFORD_NANOPORE"
-                ? "--nano-raw"
-                : meta.lr_platform == "OXFORD_NANOPORE_HQ"
-                    ? "--nano-hq"
-                    : meta.lr_platform == "PACBIO_HIFI"
-                        ? "--pacbio-hifi"
-                        : meta.lr_platform == "PACBIO_CLR" ? "--pacbio-raw" : []
+            mode: 
+                if(meta.lr_platform == "OXFORD_NANOPORE") {
+                    return "--nano-raw"
+                } else if (meta.lr_platform == "OXFORD_NANOPORE_HQ") { 
+                    return "--nano-hq"
+                } else if (meta.lr_platform == "PACBIO_HIFI") {
+                    return "--pacbio-hifi"
+                } else if (meta.lr_platform == "PACBIO_CLR") {
+                    return "--pacbio-raw"
+                } else {
+                    log.error("[nf-core/mag]: Error - incorrect lr_platform provided to Flye!")
+                }
         }
 
         FLYE(

From 32a746cc39ba37671b31cac13d63e701527c82bb Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 22 Aug 2025 14:11:13 +0200
Subject: [PATCH 080/288] Replace sceond long ternary with proper if-else

---
 subworkflows/local/assembly_longread/main.nf | 49 ++++++++++++--------
 1 file changed, 30 insertions(+), 19 deletions(-)

diff --git a/subworkflows/local/assembly_longread/main.nf b/subworkflows/local/assembly_longread/main.nf
index c5fa4faf2..2ab9871b9 100644
--- a/subworkflows/local/assembly_longread/main.nf
+++ b/subworkflows/local/assembly_longread/main.nf
@@ -17,18 +17,21 @@ workflow LONGREAD_ASSEMBLY {
 
         ch_long_reads_flye_input = ch_long_reads.multiMap { meta, reads ->
             reads: [meta, reads]
-            mode: 
-                if(meta.lr_platform == "OXFORD_NANOPORE") {
-                    return "--nano-raw"
-                } else if (meta.lr_platform == "OXFORD_NANOPORE_HQ") { 
-                    return "--nano-hq"
-                } else if (meta.lr_platform == "PACBIO_HIFI") {
-                    return "--pacbio-hifi"
-                } else if (meta.lr_platform == "PACBIO_CLR") {
-                    return "--pacbio-raw"
-                } else {
-                    log.error("[nf-core/mag]: Error - incorrect lr_platform provided to Flye!")
-                }
+            if (meta.lr_platform == "OXFORD_NANOPORE") {
+                return "--nano-raw"
+            }
+            else if (meta.lr_platform == "OXFORD_NANOPORE_HQ") {
+                return "--nano-hq"
+            }
+            else if (meta.lr_platform == "PACBIO_HIFI") {
+                return "--pacbio-hifi"
+            }
+            else if (meta.lr_platform == "PACBIO_CLR") {
+                return "--pacbio-raw"
+            }
+            else {
+                log.error("[nf-core/mag]: ERROR - incorrect lr_platform provided to Flye!")
+            }
         }
 
         FLYE(
@@ -48,13 +51,21 @@ workflow LONGREAD_ASSEMBLY {
 
         ch_long_reads_metamdbg_input = ch_long_reads.multiMap { meta, reads ->
             reads: [meta, reads]
-            mode: meta.lr_platform == "OXFORD_NANOPORE"
-                ? "ont"
-                : meta.lr_platform == "OXFORD_NANOPORE_HQ"
-                    ? "ont"
-                    : meta.lr_platform == "PACBIO_HIFI"
-                        ? "hifi"
-                        : meta.lr_platform == "PACBIO_CLR" ? "hifi" : []
+            if (meta.lr_platform == "OXFORD_NANOPORE") {
+                return "ont"
+            }
+            else if (meta.lr_platform == "OXFORD_NANOPORE_HQ") {
+                return "ont"
+            }
+            else if (meta.lr_platform == "PACBIO_HIFI") {
+                return "hifi"
+            }
+            else if (meta.lr_platform == "PACBIO_CLR") {
+                return "hifi"
+            }
+            else {
+                log.error("[nf-core/mag]: ERROR - incorrect lr_platform provided to MetaMDBG!")
+            }
         }
 
         METAMDBG_ASM(

From ccceab35889480a238e744ddc97500eabc253925 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 22 Aug 2025 14:22:38 +0200
Subject: [PATCH 081/288] Remove if/else statement and revert to ternary
 because cannot otherwise assign to `mode:` accroding to Nextflow LSP

---
 subworkflows/local/assembly_longread/main.nf | 44 +++++++-------------
 1 file changed, 14 insertions(+), 30 deletions(-)

diff --git a/subworkflows/local/assembly_longread/main.nf b/subworkflows/local/assembly_longread/main.nf
index 2ab9871b9..3b0867f1c 100644
--- a/subworkflows/local/assembly_longread/main.nf
+++ b/subworkflows/local/assembly_longread/main.nf
@@ -17,21 +17,13 @@ workflow LONGREAD_ASSEMBLY {
 
         ch_long_reads_flye_input = ch_long_reads.multiMap { meta, reads ->
             reads: [meta, reads]
-            if (meta.lr_platform == "OXFORD_NANOPORE") {
-                return "--nano-raw"
-            }
-            else if (meta.lr_platform == "OXFORD_NANOPORE_HQ") {
-                return "--nano-hq"
-            }
-            else if (meta.lr_platform == "PACBIO_HIFI") {
-                return "--pacbio-hifi"
-            }
-            else if (meta.lr_platform == "PACBIO_CLR") {
-                return "--pacbio-raw"
-            }
-            else {
-                log.error("[nf-core/mag]: ERROR - incorrect lr_platform provided to Flye!")
-            }
+            mode: meta.lr_platform == "OXFORD_NANOPORE"
+                ? "--nano-raw"
+                : meta.lr_platform == "OXFORD_NANOPORE_HQ"
+                    ? "--nano-hq"
+                    : meta.lr_platform == "PACBIO_HIFI"
+                        ? "--pacbio-hifi"
+                        : meta.lr_platform == "PACBIO_CLR" ? "--pacbio-raw" : []
         }
 
         FLYE(
@@ -51,21 +43,13 @@ workflow LONGREAD_ASSEMBLY {
 
         ch_long_reads_metamdbg_input = ch_long_reads.multiMap { meta, reads ->
             reads: [meta, reads]
-            if (meta.lr_platform == "OXFORD_NANOPORE") {
-                return "ont"
-            }
-            else if (meta.lr_platform == "OXFORD_NANOPORE_HQ") {
-                return "ont"
-            }
-            else if (meta.lr_platform == "PACBIO_HIFI") {
-                return "hifi"
-            }
-            else if (meta.lr_platform == "PACBIO_CLR") {
-                return "hifi"
-            }
-            else {
-                log.error("[nf-core/mag]: ERROR - incorrect lr_platform provided to MetaMDBG!")
-            }
+            mode: meta.lr_platform == "OXFORD_NANOPORE"
+                ? "ont"
+                : meta.lr_platform == "OXFORD_NANOPORE_HQ"
+                    ? "ont"
+                    : meta.lr_platform == "PACBIO_HIFI"
+                        ? "hifi"
+                        : meta.lr_platform == "PACBIO_CLR" ? "hifi" : []
         }
 
         METAMDBG_ASM(

From c476a2e62174778c2aa337723d0916b68b5a9c48 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 22 Aug 2025 14:29:02 +0200
Subject: [PATCH 082/288] Remove `.first()` from everywhere as not necessary
 and can mess with resuming according to @mahesh-panchal

---
 subworkflows/local/ancient_dna/main.nf        | 16 ++++++-------
 subworkflows/local/assembly/main.nf           |  8 +++----
 subworkflows/local/assembly_hybrid/main.nf    |  2 +-
 subworkflows/local/assembly_longread/main.nf  |  4 ++--
 subworkflows/local/assembly_shortread/main.nf |  4 ++--
 subworkflows/local/bin_qc/main.nf             | 14 +++++------
 subworkflows/local/binning/main.nf            | 16 ++++++-------
 .../binning_preparation_longread/main.nf      |  4 ++--
 .../binning_preparation_shortread/main.nf     |  4 ++--
 subworkflows/local/binning_refinement/main.nf | 12 +++++-----
 subworkflows/local/catpack/main.nf            | 12 +++++-----
 subworkflows/local/depths/main.nf             |  6 ++---
 subworkflows/local/gtdbtk/main.nf             |  6 ++---
 .../local/hostremoval_longread/main.nf        | 10 ++++----
 .../local/preprocessing_longread/main.nf      | 18 +++++++-------
 .../local/preprocessing_shortread/main.nf     | 24 +++++++++----------
 subworkflows/local/tiara/main.nf              |  8 +++----
 .../local/virus_identification/main.nf        |  6 ++---
 workflows/mag.nf                              | 18 +++++++-------
 19 files changed, 96 insertions(+), 96 deletions(-)

diff --git a/subworkflows/local/ancient_dna/main.nf b/subworkflows/local/ancient_dna/main.nf
index 04a8c2b0e..44d156828 100644
--- a/subworkflows/local/ancient_dna/main.nf
+++ b/subworkflows/local/ancient_dna/main.nf
@@ -22,10 +22,10 @@ workflow ANCIENT_DNA_ASSEMBLY_VALIDATION {
             ]
         }
     )
-    ch_versions = ch_versions.mix(PYDAMAGE_ANALYZE.out.versions.first())
+    ch_versions = ch_versions.mix(PYDAMAGE_ANALYZE.out)
 
     PYDAMAGE_FILTER(PYDAMAGE_ANALYZE.out.csv)
-    ch_versions = ch_versions.mix(PYDAMAGE_FILTER.out.versions.first())
+    ch_versions = ch_versions.mix(PYDAMAGE_FILTER.out)
 
     if (params.skip_ancient_damagecorrection) {
         ch_corrected_contigs = Channel.empty()
@@ -33,7 +33,7 @@ workflow ANCIENT_DNA_ASSEMBLY_VALIDATION {
 
     if (!params.skip_ancient_damagecorrection) {
         FAIDX(ch_input.map { item -> [item[0], item[1]] }, [[], []], false)
-        ch_versions = ch_versions.mix(FAIDX.out.versions.first())
+        ch_versions = ch_versions.mix(FAIDX.out)
 
         freebayes_input = ch_input
             .join(FAIDX.out.fai)
@@ -50,18 +50,18 @@ workflow ANCIENT_DNA_ASSEMBLY_VALIDATION {
             [],
             [],
         )
-        ch_versions = ch_versions.mix(FREEBAYES.out.versions.first())
+        ch_versions = ch_versions.mix(FREEBAYES.out)
 
         BCFTOOLS_INDEX_PRE(FREEBAYES.out.vcf)
-        ch_versions = ch_versions.mix(BCFTOOLS_INDEX_PRE.out.versions.first())
+        ch_versions = ch_versions.mix(BCFTOOLS_INDEX_PRE.out)
         BCFTOOLS_VIEW(FREEBAYES.out.vcf.join(BCFTOOLS_INDEX_PRE.out.tbi), [], [], [])
-        ch_versions = ch_versions.mix(BCFTOOLS_VIEW.out.versions.first())
+        ch_versions = ch_versions.mix(BCFTOOLS_VIEW.out)
         BCFTOOLS_INDEX_POST(BCFTOOLS_VIEW.out.vcf)
-        ch_versions = ch_versions.mix(BCFTOOLS_INDEX_POST.out.versions.first())
+        ch_versions = ch_versions.mix(BCFTOOLS_INDEX_POST.out)
         BCFTOOLS_CONSENSUS(
             BCFTOOLS_VIEW.out.vcf.join(BCFTOOLS_INDEX_POST.out.tbi).join(ch_input.map { item -> [item[0], item[1]] })
         )
-        ch_versions = ch_versions.mix(BCFTOOLS_CONSENSUS.out.versions.first())
+        ch_versions = ch_versions.mix(BCFTOOLS_CONSENSUS.out)
 
         ch_corrected_contigs = BCFTOOLS_CONSENSUS.out.fasta
     }
diff --git a/subworkflows/local/assembly/main.nf b/subworkflows/local/assembly/main.nf
index 72bbc54ad..29ffd2512 100644
--- a/subworkflows/local/assembly/main.nf
+++ b/subworkflows/local/assembly/main.nf
@@ -74,7 +74,7 @@ workflow ASSEMBLY {
             }
             else {
                 POOL_SHORT_READS(ch_short_reads_grouped)
-                ch_versions = ch_versions.mix(POOL_SHORT_READS.out.versions.first())
+                ch_versions = ch_versions.mix(POOL_SHORT_READS.out)
                 ch_short_reads_spades = POOL_SHORT_READS.out.reads
             }
         }
@@ -91,7 +91,7 @@ workflow ASSEMBLY {
             //make sure no long reads are pooled for spades if there are no short reads
 
             POOL_LONG_READS(ch_long_reads_grouped_for_pool)
-            ch_versions = ch_versions.mix(POOL_LONG_READS.out.versions.first())
+            ch_versions = ch_versions.mix(POOL_LONG_READS.out)
             ch_long_reads_spades = POOL_LONG_READS.out.reads
         }
         else {
@@ -136,11 +136,11 @@ workflow ASSEMBLY {
     ch_longread_assembled_contigs = LONGREAD_ASSEMBLY.out.assembled_contigs
 
     GUNZIP_SHORTREAD_ASSEMBLIES(ch_shortread_assembled_contigs)
-    ch_versions = ch_versions.mix(GUNZIP_SHORTREAD_ASSEMBLIES.out.versions.first())
+    ch_versions = ch_versions.mix(GUNZIP_SHORTREAD_ASSEMBLIES.out)
     ch_shortread_assemblies = GUNZIP_SHORTREAD_ASSEMBLIES.out.gunzip
 
     GUNZIP_LONGREAD_ASSEMBLIES(ch_longread_assembled_contigs)
-    ch_versions = ch_versions.mix(GUNZIP_LONGREAD_ASSEMBLIES.out.versions.first())
+    ch_versions = ch_versions.mix(GUNZIP_LONGREAD_ASSEMBLIES.out)
     ch_longread_assemblies = GUNZIP_LONGREAD_ASSEMBLIES.out.gunzip
 
     emit:
diff --git a/subworkflows/local/assembly_hybrid/main.nf b/subworkflows/local/assembly_hybrid/main.nf
index 6403c57ff..7edb0f635 100644
--- a/subworkflows/local/assembly_hybrid/main.nf
+++ b/subworkflows/local/assembly_hybrid/main.nf
@@ -28,7 +28,7 @@ workflow HYBRID_ASSEMBLY {
             }
 
         METASPADESHYBRID(ch_reads_spadeshybrid, [], [])
-        ch_versions = ch_versions.mix(METASPADESHYBRID.out.versions.first())
+        ch_versions = ch_versions.mix(METASPADESHYBRID.out)
 
         ch_spadeshybrid_assemblies = METASPADESHYBRID.out.scaffolds.map { meta, assembly ->
             def meta_new = meta + [assembler: "SPAdesHybrid"]
diff --git a/subworkflows/local/assembly_longread/main.nf b/subworkflows/local/assembly_longread/main.nf
index 3b0867f1c..5a0ab21f7 100644
--- a/subworkflows/local/assembly_longread/main.nf
+++ b/subworkflows/local/assembly_longread/main.nf
@@ -30,7 +30,7 @@ workflow LONGREAD_ASSEMBLY {
             ch_long_reads_flye_input.reads,
             ch_long_reads_flye_input.mode,
         )
-        ch_versions = ch_versions.mix(FLYE.out.versions.first())
+        ch_versions = ch_versions.mix(FLYE.out)
 
         ch_flye_assemblies = FLYE.out.fasta.map { meta, assembly ->
             def meta_new = meta + [assembler: "FLYE"]
@@ -56,7 +56,7 @@ workflow LONGREAD_ASSEMBLY {
             ch_long_reads_metamdbg_input.reads,
             ch_long_reads_metamdbg_input.mode,
         )
-        ch_versions = ch_versions.mix(METAMDBG_ASM.out.versions.first())
+        ch_versions = ch_versions.mix(METAMDBG_ASM.out)
 
         ch_metamdbg_assemblies = METAMDBG_ASM.out.contigs.map { meta, assembly ->
             def meta_new = meta + [assembler: "METAMDBG"]
diff --git a/subworkflows/local/assembly_shortread/main.nf b/subworkflows/local/assembly_shortread/main.nf
index a1cde1bd3..79aae043f 100644
--- a/subworkflows/local/assembly_shortread/main.nf
+++ b/subworkflows/local/assembly_shortread/main.nf
@@ -17,7 +17,7 @@ workflow SHORTREAD_ASSEMBLY {
             def meta_new = meta + [assembler: 'SPAdes']
             [meta_new, assembly]
         }
-        ch_versions = ch_versions.mix(METASPADES.out.versions.first())
+        ch_versions = ch_versions.mix(METASPADES.out)
 
         ch_assembled_contigs = ch_assembled_contigs.mix(ch_spades_assemblies)
     }
@@ -28,7 +28,7 @@ workflow SHORTREAD_ASSEMBLY {
             def meta_new = meta + [assembler: 'MEGAHIT']
             [meta_new, assembly]
         }
-        ch_versions = ch_versions.mix(MEGAHIT.out.versions.first())
+        ch_versions = ch_versions.mix(MEGAHIT.out)
 
         ch_assembled_contigs = ch_assembled_contigs.mix(ch_megahit_assemblies)
     }
diff --git a/subworkflows/local/bin_qc/main.nf b/subworkflows/local/bin_qc/main.nf
index 7142f6937..537dbb927 100644
--- a/subworkflows/local/bin_qc/main.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -47,7 +47,7 @@ workflow BIN_QC {
         ch_checkm_db = [[id: 'checkm_db'], file(params.checkm_download_url, checkIfExists: true)]
 
         CHECKM_UNTAR(ch_checkm_db)
-        ch_versions = ch_versions.mix(CHECKM_UNTAR.out.versions.first())
+        ch_versions = ch_versions.mix(CHECKM_UNTAR.out.versions)
 
         ch_checkm_db = CHECKM_UNTAR.out.untar.map { it[1] }
     }
@@ -60,7 +60,7 @@ workflow BIN_QC {
     }
     else if (params.binqc_tool == 'checkm2' || "checkm2" in binqc_tool_extras) {
         CHECKM2_DATABASEDOWNLOAD(params.checkm2_db_version)
-        ch_versions = ch_versions.mix(CHECKM2_DATABASEDOWNLOAD.out.versions.first())
+        ch_versions = ch_versions.mix(CHECKM2_DATABASEDOWNLOAD.out.versions)
         ch_checkm2_db = CHECKM2_DATABASEDOWNLOAD.out.database
     }
     else {
@@ -88,7 +88,7 @@ workflow BIN_QC {
         // If directory, assumes sub structure of `params.busco_db/lineages/<taxa>_odb(10|12)`
         if (ch_busco_db && ch_busco_db.extension in ['gz', 'tgz']) {
             BUSCO_UNTAR([[id: ch_busco_db.getSimpleName()], ch_busco_db])
-            ch_versions = ch_versions.mix(BUSCO_UNTAR.out.versions.first())
+            ch_versions = ch_versions.mix(BUSCO_UNTAR.out.versions)
             ch_busco_db = BUSCO_UNTAR.out.untar.map { it[1] }
         }
         else if (ch_busco_db && ch_busco_db.isDirectory()) {
@@ -99,7 +99,7 @@ workflow BIN_QC {
         }
 
         BUSCO_BUSCO(ch_bins, 'genome', params.busco_db_lineage, ch_busco_db, [], params.busco_clean)
-        ch_versions = ch_versions.mix(BUSCO_BUSCO.out.versions.first())
+        ch_versions = ch_versions.mix(BUSCO_BUSCO.out)
 
         ch_qc_summaries = BUSCO_BUSCO.out.batch_summary
             .map { _meta, summary -> [[id: 'busco'], summary] }
@@ -123,7 +123,7 @@ workflow BIN_QC {
             }
 
         CHECKM_LINEAGEWF(ch_bins_for_checkmlineagewf.reads, ch_bins_for_checkmlineagewf.ext, ch_checkm_db)
-        ch_versions = ch_versions.mix(CHECKM_LINEAGEWF.out.versions.first())
+        ch_versions = ch_versions.mix(CHECKM_LINEAGEWF.out)
 
         ch_checkmqa_input = CHECKM_LINEAGEWF.out.checkm_output
             .join(CHECKM_LINEAGEWF.out.marker_file)
@@ -132,7 +132,7 @@ workflow BIN_QC {
             }
 
         CHECKM_QA(ch_checkmqa_input, [])
-        ch_versions = ch_versions.mix(CHECKM_QA.out.versions.first())
+        ch_versions = ch_versions.mix(CHECKM_QA.out)
 
         ch_qc_summaries = CHECKM_QA.out.output
             .map { _meta, summary -> [[id: 'checkm'], summary] }
@@ -146,7 +146,7 @@ workflow BIN_QC {
          * CheckM2
          */
         CHECKM2_PREDICT(ch_input_bins_for_qc.groupTuple(), ch_checkm2_db)
-        ch_versions = ch_versions.mix(CHECKM2_PREDICT.out.versions.first())
+        ch_versions = ch_versions.mix(CHECKM2_PREDICT.out)
 
         ch_qc_summaries = CHECKM2_PREDICT.out.checkm2_tsv
             .map { _meta, summary -> [[id: 'checkm2'], summary] }
diff --git a/subworkflows/local/binning/main.nf b/subworkflows/local/binning/main.nf
index a50c914f7..eb2a3b9f5 100644
--- a/subworkflows/local/binning/main.nf
+++ b/subworkflows/local/binning/main.nf
@@ -37,10 +37,10 @@ workflow BINNING {
 
     // Process each through appropriate module
     METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD(ch_summarizedepth_input.longread)
-    ch_versions = ch_versions.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD.out.versions.first())
+    ch_versions = ch_versions.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD.out)
 
     METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD(ch_summarizedepth_input.shortread)
-    ch_versions = ch_versions.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD.out.versions.first())
+    ch_versions = ch_versions.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD.out)
 
     // Merge the outputs
     ch_combined_depths = METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD.out.depth.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD.out.depth)
@@ -63,7 +63,7 @@ workflow BINNING {
     // convert metabat2 depth files to maxbin2
     if (!params.skip_maxbin2) {
         CONVERT_DEPTHS(ch_metabat2_input)
-        ch_versions = ch_versions.mix(CONVERT_DEPTHS.out.versions.first())
+        ch_versions = ch_versions.mix(CONVERT_DEPTHS.out)
 
         ch_maxbin2_input = CONVERT_DEPTHS.out.output.map { meta, assembly, reads, depth ->
             def meta_new = meta + [binner: 'MaxBin2']
@@ -80,7 +80,7 @@ workflow BINNING {
     // run binning
     if (!params.skip_metabat2) {
         METABAT2_METABAT2(ch_metabat2_input)
-        ch_versions = ch_versions.mix(METABAT2_METABAT2.out.versions.first())
+        ch_versions = ch_versions.mix(METABAT2_METABAT2.out)
 
         // before decompressing first have to separate and re-group due to limitation of GUNZIP module
         ch_bins_for_seqkit = ch_bins_for_seqkit.mix(METABAT2_METABAT2.out.fasta.transpose())
@@ -91,7 +91,7 @@ workflow BINNING {
         ch_versions = ch_versions.mix(MAXBIN2.out.versions)
 
         ADJUST_MAXBIN2_EXT(MAXBIN2.out.binned_fastas)
-        ch_versions = ch_versions.mix(ADJUST_MAXBIN2_EXT.out.versions.first())
+        ch_versions = ch_versions.mix(ADJUST_MAXBIN2_EXT.out)
 
         ch_bins_for_seqkit = ch_bins_for_seqkit.mix(ADJUST_MAXBIN2_EXT.out.renamed_bins.transpose())
         ch_binning_results_gzipped_final = ch_binning_results_gzipped_final.mix(ADJUST_MAXBIN2_EXT.out.renamed_bins)
@@ -168,19 +168,19 @@ workflow BINNING {
 
     // remove too-short contigs from unbinned contigs
     SPLIT_FASTA(ch_input_splitfasta)
-    ch_versions = ch_versions.mix(SPLIT_FASTA.out.versions.first())
+    ch_versions = ch_versions.mix(SPLIT_FASTA.out)
 
     // large unbinned contigs from SPLIT_FASTA for decompressing for MAG_DEPTHS,
     // first have to separate and re-group due to limitation of GUNZIP module
     ch_split_fasta_results_transposed = SPLIT_FASTA.out.unbinned.transpose()
 
     GUNZIP_BINS(ch_final_bins_for_gunzip)
-    ch_versions = ch_versions.mix(GUNZIP_BINS.out.versions.first())
+    ch_versions = ch_versions.mix(GUNZIP_BINS.out)
 
     ch_binning_results_gunzipped = GUNZIP_BINS.out.gunzip.groupTuple(by: 0)
 
     GUNZIP_UNBINS(ch_split_fasta_results_transposed)
-    ch_versions = ch_versions.mix(GUNZIP_UNBINS.out.versions.first())
+    ch_versions = ch_versions.mix(GUNZIP_UNBINS.out)
 
     ch_splitfasta_results_gunzipped = GUNZIP_UNBINS.out.gunzip.groupTuple(by: 0)
 
diff --git a/subworkflows/local/binning_preparation_longread/main.nf b/subworkflows/local/binning_preparation_longread/main.nf
index 069d63b74..6853b2a12 100644
--- a/subworkflows/local/binning_preparation_longread/main.nf
+++ b/subworkflows/local/binning_preparation_longread/main.nf
@@ -10,7 +10,7 @@ workflow LONGREAD_BINNING_PREPARATION {
     ch_versions = Channel.empty()
 
     MINIMAP2_ASSEMBLY_INDEX(ch_assemblies)
-    ch_versions = ch_versions.mix(MINIMAP2_ASSEMBLY_INDEX.out.versions.first())
+    ch_versions = ch_versions.mix(MINIMAP2_ASSEMBLY_INDEX.out)
 
     if (params.binning_map_mode == 'all') {
         ch_minimap2_input = MINIMAP2_ASSEMBLY_INDEX.out.index
@@ -36,7 +36,7 @@ workflow LONGREAD_BINNING_PREPARATION {
     ch_minimap2_input_idx = ch_minimap2_input.map { _meta_idx, index, meta, _reads -> [meta, index] }
 
     MINIMAP2_ASSEMBLY_ALIGN(ch_minimap2_input_reads, ch_minimap2_input_idx, true, 'bai', false, false)
-    ch_versions = ch_versions.mix(MINIMAP2_ASSEMBLY_ALIGN.out.versions.first())
+    ch_versions = ch_versions.mix(MINIMAP2_ASSEMBLY_ALIGN.out)
 
     ch_grouped_mappings_reads = MINIMAP2_ASSEMBLY_ALIGN.out.bam.groupTuple(by: 0)
     ch_grouped_mappings_index = MINIMAP2_ASSEMBLY_ALIGN.out.index.groupTuple(by: 0)
diff --git a/subworkflows/local/binning_preparation_shortread/main.nf b/subworkflows/local/binning_preparation_shortread/main.nf
index 143c08a35..5b1b3adcf 100644
--- a/subworkflows/local/binning_preparation_shortread/main.nf
+++ b/subworkflows/local/binning_preparation_shortread/main.nf
@@ -15,7 +15,7 @@ workflow SHORTREAD_BINNING_PREPARATION {
     ch_versions = Channel.empty()
     // build bowtie2 index for all assemblies
     BOWTIE2_ASSEMBLY_BUILD(ch_assemblies)
-    ch_versions = ch_versions.mix(BOWTIE2_ASSEMBLY_BUILD.out.versions.first())
+    ch_versions = ch_versions.mix(BOWTIE2_ASSEMBLY_BUILD.out)
 
     // combine assemblies with sample reads for binning depending on specified mapping mode
     if (params.binning_map_mode == 'all') {
@@ -45,7 +45,7 @@ workflow SHORTREAD_BINNING_PREPARATION {
     }
 
     BOWTIE2_ASSEMBLY_ALIGN(ch_bowtie2_input)
-    ch_versions = ch_versions.mix(BOWTIE2_ASSEMBLY_ALIGN.out.versions.first())
+    ch_versions = ch_versions.mix(BOWTIE2_ASSEMBLY_ALIGN.out)
 
     // group mappings for one assembly
     ch_grouped_mappings = BOWTIE2_ASSEMBLY_ALIGN.out.mappings
diff --git a/subworkflows/local/binning_refinement/main.nf b/subworkflows/local/binning_refinement/main.nf
index a167cd9ee..08ffc66d3 100644
--- a/subworkflows/local/binning_refinement/main.nf
+++ b/subworkflows/local/binning_refinement/main.nf
@@ -40,19 +40,19 @@ workflow BINNING_REFINEMENT {
         maxbin2: it[0]['binner'] == 'MaxBin2'
         concoct: it[0]['binner'] == 'CONCOCT'
     }
-    ch_versions = ch_versions.mix(RENAME_PREDASTOOL.out.versions.first())
+    ch_versions = ch_versions.mix(RENAME_PREDASTOOL.out)
 
 
     // Generate DASTool auxilary files
     DASTOOL_FASTATOCONTIG2BIN_METABAT2(ch_bins_for_fastatocontig2bin.metabat2, "fa")
-    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_METABAT2.out.versions.first())
+    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_METABAT2.out)
 
     // MaxBin2 bin extension was changed to 'fa' as well in RENAME_PREDASTOOL
     DASTOOL_FASTATOCONTIG2BIN_MAXBIN2(ch_bins_for_fastatocontig2bin.maxbin2, "fa")
-    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_MAXBIN2.out.versions.first())
+    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_MAXBIN2.out)
 
     DASTOOL_FASTATOCONTIG2BIN_CONCOCT(ch_bins_for_fastatocontig2bin.concoct, "fa")
-    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_CONCOCT.out.versions.first())
+    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_CONCOCT.out)
 
     // Run DASTOOL
     ch_fastatocontig2bin_for_dastool = Channel.empty()
@@ -74,7 +74,7 @@ workflow BINNING_REFINEMENT {
 
     // Run DAStool
     DASTOOL_DASTOOL(ch_input_for_dastool, [], [])
-    ch_versions = ch_versions.mix(DASTOOL_DASTOOL.out.versions.first())
+    ch_versions = ch_versions.mix(DASTOOL_DASTOOL.out)
 
     // Prepare bins for downstream analysis (separate from unbins, add 'binner' info and group)
     // use DASTool as 'binner' info allowing according grouping of refined bin sets,
@@ -102,7 +102,7 @@ workflow BINNING_REFINEMENT {
     }
 
     RENAME_POSTDASTOOL(ch_input_for_renamedastool)
-    ch_versions = ch_versions.mix(RENAME_POSTDASTOOL.out.versions.first())
+    ch_versions = ch_versions.mix(RENAME_POSTDASTOOL.out)
 
     refined_unbins = RENAME_POSTDASTOOL.out.refined_unbins.map { meta, bin_list ->
         def meta_new = meta + [refinement: 'dastool_refined_unbinned']
diff --git a/subworkflows/local/catpack/main.nf b/subworkflows/local/catpack/main.nf
index b7236a045..6ccf74796 100644
--- a/subworkflows/local/catpack/main.nf
+++ b/subworkflows/local/catpack/main.nf
@@ -29,7 +29,7 @@ workflow CATPACK {
     if (params.cat_db) {
         if (params.cat_db.endsWith('.tar.gz')) {
             CAT_DB_UNTAR([[id: 'cat_db'], file(params.cat_db, checkIfExists: true)])
-            ch_versions = ch_versions.mix(CAT_DB_UNTAR.out.versions.first())
+            ch_versions = ch_versions.mix(CAT_DB_UNTAR.out.versions))
 
             ch_cat_db_dir = CAT_DB_UNTAR.out.untar
         }
@@ -75,7 +75,7 @@ workflow CATPACK {
         [[:], []],
         '.fa',
     )
-    ch_versions = ch_versions.mix(CATPACK_BINS.out.versions.first())
+    ch_versions = ch_versions.mix(CATPACK_BINS.out)
 
     CATPACK_ADDNAMES_BINS(CATPACK_BINS.out.bin2classification, ch_cat_db.taxonomy)
     ch_versions = ch_versions.mix(CATPACK_ADDNAMES_BINS.out.versions)
@@ -90,7 +90,7 @@ workflow CATPACK {
 
     if (!params.cat_allow_unofficial_lineages) {
         CATPACK_SUMMARISE_BINS(CATPACK_ADDNAMES_BINS.out.txt, [[:], []])
-        ch_versions = ch_versions.mix(CATPACK_SUMMARISE_BINS.out.versions.first())
+        ch_versions = ch_versions.mix(CATPACK_SUMMARISE_BINS.out)
     }
 
     /*
@@ -107,10 +107,10 @@ workflow CATPACK {
             [[:], []],
             [[:], []],
         )
-        ch_versions = ch_versions.mix(CATPACK_UNBINS.out.versions.first())
+        ch_versions = ch_versions.mix(CATPACK_UNBINS.out)
 
         CATPACK_ADDNAMES_UNBINS(CATPACK_UNBINS.out.contig2classification, ch_cat_db.taxonomy)
-        ch_versions = ch_versions.mix(CATPACK_ADDNAMES_UNBINS.out.versions.first())
+        ch_versions = ch_versions.mix(CATPACK_ADDNAMES_UNBINS.out)
 
         if (!params.cat_allow_unofficial_lineages) {
             ch_unbin_classification = CATPACK_ADDNAMES_UNBINS.out.txt
@@ -121,7 +121,7 @@ workflow CATPACK {
                 }
 
             CATPACK_SUMMARISE_UNBINS(ch_unbin_classification.names, ch_unbin_classification.contigs)
-            ch_versions = ch_versions.mix(CATPACK_SUMMARISE_UNBINS.out.versions.first())
+            ch_versions = ch_versions.mix(CATPACK_SUMMARISE_UNBINS.out)
         }
     }
 
diff --git a/subworkflows/local/depths/main.nf b/subworkflows/local/depths/main.nf
index bd253859f..8882b03b9 100644
--- a/subworkflows/local/depths/main.nf
+++ b/subworkflows/local/depths/main.nf
@@ -48,7 +48,7 @@ workflow DEPTHS {
         }
 
     MAG_DEPTHS(ch_depth_input)
-    ch_versions = ch_versions.mix(MAG_DEPTHS.out.versions.first())
+    ch_versions = ch_versions.mix(MAG_DEPTHS.out)
 
     // Plot bin depths heatmap for each assembly and mapped samples (according to `binning_map_mode`)
     // create file containing group information for all samples
@@ -63,7 +63,7 @@ workflow DEPTHS {
     }
 
     MAG_DEPTHS_PLOT(ch_mag_depths_plot, ch_sample_groups.collect())
-    ch_versions = ch_versions.mix(MAG_DEPTHS_PLOT.out.versions.first())
+    ch_versions = ch_versions.mix(MAG_DEPTHS_PLOT.out)
 
     //Depth files that are coming from bins and failed binning refinement are concatenated per meta
     ch_mag_depth_out = MAG_DEPTHS.out.depths.collectFile(keepHeader: true) { meta, depth ->
@@ -71,7 +71,7 @@ workflow DEPTHS {
     }
 
     MAG_DEPTHS_SUMMARY(ch_mag_depth_out.collect())
-    ch_versions = ch_versions.mix(MAG_DEPTHS_SUMMARY.out.versions.first())
+    ch_versions = ch_versions.mix(MAG_DEPTHS_SUMMARY.out.versions)
 
     emit:
     depths_summary = MAG_DEPTHS_SUMMARY.out.summary
diff --git a/subworkflows/local/gtdbtk/main.nf b/subworkflows/local/gtdbtk/main.nf
index b3d7e8e1d..eb3435153 100644
--- a/subworkflows/local/gtdbtk/main.nf
+++ b/subworkflows/local/gtdbtk/main.nf
@@ -53,7 +53,7 @@ workflow GTDBTK {
     if (val_gtdb.extension == 'gz') {
         // Expects to be tar.gz!
         ch_db_for_gtdbtk = GTDBTK_DB_PREPARATION(val_gtdb).db
-        ch_versions = ch_versions.mix(GTDBTK_DB_PREPARATION.out.versions.first())
+        ch_versions = ch_versions.mix(GTDBTK_DB_PREPARATION.out.versions)
     }
     else if (val_gtdb.isDirectory()) {
         ch_db_for_gtdbtk = [val_gtdb.simpleName, val_gtdb]
@@ -75,7 +75,7 @@ workflow GTDBTK {
         params.gtdbtk_pplacer_useram ? false : true,
         val_gtdb_mash,
     )
-    ch_versions = ch_versions.mix(GTDBTK_CLASSIFYWF.out.versions.first())
+    ch_versions = ch_versions.mix(GTDBTK_CLASSIFYWF.out)
 
     GTDBTK_SUMMARY(
         ch_filtered_bins.discarded.map { it[1] }.collect().ifEmpty([]),
@@ -83,7 +83,7 @@ workflow GTDBTK {
         [],
         [],
     )
-    ch_versions = ch_versions.mix(GTDBTK_SUMMARY.out.versions.first())
+    ch_versions = ch_versions.mix(GTDBTK_SUMMARY.out)
 
     emit:
     summary       = GTDBTK_SUMMARY.out.summary
diff --git a/subworkflows/local/hostremoval_longread/main.nf b/subworkflows/local/hostremoval_longread/main.nf
index d9958757a..298869ad1 100644
--- a/subworkflows/local/hostremoval_longread/main.nf
+++ b/subworkflows/local/hostremoval_longread/main.nf
@@ -28,26 +28,26 @@ workflow LONGREAD_HOSTREMOVAL {
         .first()
     // makes sure to only use the host fasta if the long read channel is not empty
     ch_minimap2_index = MINIMAP2_HOST_INDEX(ch_host_fasta_for_build).index
-    ch_versions = ch_versions.mix(MINIMAP2_HOST_INDEX.out.versions.first())
+    ch_versions = ch_versions.mix(MINIMAP2_HOST_INDEX.out.versions)
 
     MINIMAP2_HOST_ALIGN(ch_reads, ch_minimap2_index, true, 'bai', false, false)
     ch_minimap2_mapped = MINIMAP2_HOST_ALIGN.out.bam.map { meta, reads ->
         [meta, reads, []]
     }
-    ch_versions = ch_versions.mix(MINIMAP2_HOST_ALIGN.out.versions.first())
+    ch_versions = ch_versions.mix(MINIMAP2_HOST_ALIGN.out)
 
     // Generate unmapped reads FASTQ for downstream taxprofiling
     SAMTOOLS_HOSTREMOVED_UNMAPPED(ch_minimap2_mapped)
-    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_UNMAPPED.out.versions.first())
+    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_UNMAPPED.out)
 
     // Indexing whole BAM for host removal statistics
     SAMTOOLS_HOSTREMOVED_INDEX(MINIMAP2_HOST_ALIGN.out.bam)
-    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_INDEX.out.versions.first())
+    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_INDEX.out)
 
     bam_bai = MINIMAP2_HOST_ALIGN.out.bam.join(SAMTOOLS_HOSTREMOVED_INDEX.out.bai)
 
     SAMTOOLS_HOSTREMOVED_STATS(bam_bai, ch_host_fasta_for_build)
-    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_STATS.out.versions.first())
+    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_STATS.out)
     ch_multiqc_files = ch_multiqc_files.mix(SAMTOOLS_HOSTREMOVED_STATS.out.stats)
 
     emit:
diff --git a/subworkflows/local/preprocessing_longread/main.nf b/subworkflows/local/preprocessing_longread/main.nf
index 702650039..1c082e515 100644
--- a/subworkflows/local/preprocessing_longread/main.nf
+++ b/subworkflows/local/preprocessing_longread/main.nf
@@ -30,7 +30,7 @@ workflow LONGREAD_PREPROCESSING {
     NANOPLOT_RAW(
         ch_raw_long_reads
     )
-    ch_versions = ch_versions.mix(NANOPLOT_RAW.out.versions.first())
+    ch_versions = ch_versions.mix(NANOPLOT_RAW.out)
 
     if (!params.assembly_input) {
         if (!params.skip_adapter_trimming && !val_skip_qc) {
@@ -38,7 +38,7 @@ workflow LONGREAD_PREPROCESSING {
                 PORECHOP_ABI(
                     ch_raw_long_reads
                 )
-                ch_versions = ch_versions.mix(PORECHOP_ABI.out.versions.first())
+                ch_versions = ch_versions.mix(PORECHOP_ABI.out)
                 ch_long_reads = PORECHOP_ABI.out.reads
                 ch_multiqc_files = ch_multiqc_files.mix(PORECHOP_ABI.out.log)
             }
@@ -46,7 +46,7 @@ workflow LONGREAD_PREPROCESSING {
                 PORECHOP_PORECHOP(
                     ch_raw_long_reads
                 )
-                ch_versions = ch_versions.mix(PORECHOP_PORECHOP.out.versions.first())
+                ch_versions = ch_versions.mix(PORECHOP_PORECHOP.out)
                 ch_long_reads = PORECHOP_PORECHOP.out.reads
                 ch_multiqc_files = ch_multiqc_files.mix(PORECHOP_PORECHOP.out.log)
             }
@@ -60,7 +60,7 @@ workflow LONGREAD_PREPROCESSING {
                 ch_long_reads,
                 ch_lambda_db,
             )
-            ch_versions = ch_versions.mix(NANOLYSE.out.versions.first())
+            ch_versions = ch_versions.mix(NANOLYSE.out)
             ch_long_reads = NANOLYSE.out.fastq
         }
         if (!params.skip_longread_filtering && !val_skip_qc) {
@@ -78,7 +78,7 @@ workflow LONGREAD_PREPROCESSING {
                 FILTLONG(
                     ch_short_and_long_reads
                 )
-                ch_versions = ch_versions.mix(FILTLONG.out.versions.first())
+                ch_versions = ch_versions.mix(FILTLONG.out)
                 ch_long_reads = FILTLONG.out.reads
                 ch_multiqc_files = ch_multiqc_files.mix(FILTLONG.out.log)
             }
@@ -87,7 +87,7 @@ workflow LONGREAD_PREPROCESSING {
                     ch_long_reads,
                     'fastq.gz',
                 )
-                ch_versions = ch_versions.mix(NANOQ.out.versions.first())
+                ch_versions = ch_versions.mix(NANOQ.out)
                 ch_long_reads = NANOQ.out.reads
                 ch_multiqc_files = ch_multiqc_files.mix(NANOQ.out.stats)
             }
@@ -96,7 +96,7 @@ workflow LONGREAD_PREPROCESSING {
                     ch_long_reads,
                     ch_lambda_db,
                 )
-                ch_versions = ch_versions.mix(CHOPPER.out.versions.first())
+                ch_versions = ch_versions.mix(CHOPPER.out)
                 ch_long_reads = CHOPPER.out.fastq
             }
         }
@@ -122,7 +122,7 @@ workflow LONGREAD_PREPROCESSING {
                 NANOPLOT_FILTERED(
                     ch_long_reads
                 )
-                ch_versions = ch_versions.mix(NANOPLOT_FILTERED.out.versions.first())
+                ch_versions = ch_versions.mix(NANOPLOT_FILTERED.out)
             }
         }
 
@@ -138,7 +138,7 @@ workflow LONGREAD_PREPROCESSING {
                 cat: reads.size() >= 2
                 skip_cat: true
             }
-        ch_versions = ch_versions.mix(CAT_FASTQ_LONGREADS.out.versions.first())
+        ch_versions = ch_versions.mix(CAT_FASTQ_LONGREADS.out)
         CAT_FASTQ_LONGREADS(ch_long_reads_forcat.cat.map { meta, reads -> [meta, reads.flatten()] })
 
         ch_long_reads = CAT_FASTQ_LONGREADS.out.reads.mix(ch_long_reads_forcat.skip_cat.map { meta, reads -> [meta, reads[0]] })
diff --git a/subworkflows/local/preprocessing_shortread/main.nf b/subworkflows/local/preprocessing_shortread/main.nf
index 1636800a2..c4a522775 100644
--- a/subworkflows/local/preprocessing_shortread/main.nf
+++ b/subworkflows/local/preprocessing_shortread/main.nf
@@ -32,7 +32,7 @@ workflow SHORTREAD_PREPROCESSING {
     FASTQC_RAW(
         ch_raw_short_reads
     )
-    ch_versions = ch_versions.mix(FASTQC_RAW.out.versions.first())
+    ch_versions = ch_versions.mix(FASTQC_RAW.out)
     ch_multiqc_files = ch_multiqc_files.mix(FASTQC_RAW.out.zip)
 
     if (!params.skip_clipping && !val_skip_qc) {
@@ -43,7 +43,7 @@ workflow SHORTREAD_PREPROCESSING {
                 params.fastp_save_trimmed_fail,
                 [],
             )
-            ch_versions = ch_versions.mix(FASTP.out.versions.first())
+            ch_versions = ch_versions.mix(FASTP.out)
             ch_short_reads_prepped = FASTP.out.reads
             ch_multiqc_files = ch_multiqc_files.mix(FASTP.out.json)
         }
@@ -57,9 +57,9 @@ workflow SHORTREAD_PREPROCESSING {
             }
 
             ADAPTERREMOVAL_PE(ch_adapterremoval_in.paired, [])
-            ch_versions = ch_versions.mix(ADAPTERREMOVAL_PE.out.versions.first())
+            ch_versions = ch_versions.mix(ADAPTERREMOVAL_PE.out)
             ADAPTERREMOVAL_SE(ch_adapterremoval_in.single, [])
-            ch_versions = ch_versions.mix(ADAPTERREMOVAL_SE.out.versions.first())
+            ch_versions = ch_versions.mix(ADAPTERREMOVAL_SE.out)
 
             ch_short_reads_prepped = Channel.empty()
             ch_short_reads_prepped = ch_short_reads_prepped.mix(ADAPTERREMOVAL_SE.out.singles_truncated, ADAPTERREMOVAL_PE.out.paired_truncated)
@@ -70,7 +70,7 @@ workflow SHORTREAD_PREPROCESSING {
         else if (params.clip_tool == 'trimmomatic') {
 
             TRIMMOMATIC(ch_raw_short_reads)
-            ch_versions = ch_versions.mix(TRIMMOMATIC.out.versions.first())
+            ch_versions = ch_versions.mix(TRIMMOMATIC.out)
 
             ch_short_reads_prepped = Channel.empty()
             ch_short_reads_prepped = TRIMMOMATIC.out.trimmed_reads
@@ -97,7 +97,7 @@ workflow SHORTREAD_PREPROCESSING {
             BOWTIE2_HOST_REMOVAL_BUILD(
                 ch_host_fasta_for_build
             )
-            ch_versions = ch_versions.mix(BOWTIE2_HOST_REMOVAL_BUILD.out.versions.first())
+            ch_versions = ch_versions.mix(BOWTIE2_HOST_REMOVAL_BUILD.out.versions)
 
             ch_host_bowtie2index = BOWTIE2_HOST_REMOVAL_BUILD.out.index
         }
@@ -111,7 +111,7 @@ workflow SHORTREAD_PREPROCESSING {
             ch_short_reads_prepped,
             ch_host_bowtie2index,
         )
-        ch_versions = ch_versions.mix(BOWTIE2_HOST_REMOVAL_ALIGN.out.versions.first())
+        ch_versions = ch_versions.mix(BOWTIE2_HOST_REMOVAL_ALIGN.out)
 
         ch_short_reads_hostremoved = BOWTIE2_HOST_REMOVAL_ALIGN.out.reads
         ch_multiqc_files = ch_multiqc_files.mix(BOWTIE2_HOST_REMOVAL_ALIGN.out.log)
@@ -130,13 +130,13 @@ workflow SHORTREAD_PREPROCESSING {
         BOWTIE2_PHIX_REMOVAL_BUILD(
             ch_phix_fasta_for_build
         )
-        ch_versions = ch_versions.mix(BOWTIE2_PHIX_REMOVAL_BUILD.out.versions.first())
+        ch_versions = ch_versions.mix(BOWTIE2_PHIX_REMOVAL_BUILD.out.versions)
 
         BOWTIE2_PHIX_REMOVAL_ALIGN(
             ch_short_reads_hostremoved,
             BOWTIE2_PHIX_REMOVAL_BUILD.out.index,
         )
-        ch_versions = ch_versions.mix(BOWTIE2_PHIX_REMOVAL_ALIGN.out.versions.first())
+        ch_versions = ch_versions.mix(BOWTIE2_PHIX_REMOVAL_ALIGN.out)
 
         ch_short_reads_phixremoved = BOWTIE2_PHIX_REMOVAL_ALIGN.out.reads
         ch_multiqc_files = ch_multiqc_files.mix(BOWTIE2_PHIX_REMOVAL_ALIGN.out.log)
@@ -174,7 +174,7 @@ workflow SHORTREAD_PREPROCESSING {
         }
 
     CAT_FASTQ(ch_short_reads_forcat.cat.map { meta, reads -> [meta, reads.flatten()] })
-    ch_versions = ch_versions.mix(CAT_FASTQ.out.versions.first())
+    ch_versions = ch_versions.mix(CAT_FASTQ.out)
 
 
     // Ensure we don't have nests of nests so that structure is in form expected for assembly
@@ -195,7 +195,7 @@ workflow SHORTREAD_PREPROCESSING {
             SEQTK_MERGEPE(
                 ch_short_reads.filter { !it[0].single_end }
             )
-            ch_versions = ch_versions.mix(SEQTK_MERGEPE.out.versions.first())
+            ch_versions = ch_versions.mix(SEQTK_MERGEPE.out)
             // Combine the interleaved pairs with any single end libraries. Set the meta.single_end to true (used by the bbnorm module).
             ch_bbnorm = SEQTK_MERGEPE.out.reads
                 .mix(ch_short_reads.filter { it[0].single_end })
@@ -206,7 +206,7 @@ workflow SHORTREAD_PREPROCESSING {
             ch_bbnorm = ch_short_reads
         }
         BBMAP_BBNORM(ch_bbnorm)
-        ch_versions = ch_versions.mix(BBMAP_BBNORM.out.versions.first())
+        ch_versions = ch_versions.mix(BBMAP_BBNORM.out)
         ch_short_reads_assembly = BBMAP_BBNORM.out.fastq
     }
     else {
diff --git a/subworkflows/local/tiara/main.nf b/subworkflows/local/tiara/main.nf
index 08bcb6c35..8c07358c9 100644
--- a/subworkflows/local/tiara/main.nf
+++ b/subworkflows/local/tiara/main.nf
@@ -27,11 +27,11 @@ workflow TIARA {
     ch_tiara_input = ch_bins.mix(ch_unbins)
 
     TIARA_TIARA(ch_assemblies)
-    ch_versions = ch_versions.mix(TIARA_TIARA.out.versions.first())
+    ch_versions = ch_versions.mix(TIARA_TIARA.out)
 
     // Need contig2bin file for each bin group
     DASTOOL_FASTATOCONTIG2BIN_TIARA(ch_tiara_input, 'fa')
-    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_TIARA.out.versions.first())
+    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_TIARA.out)
 
     // Need to per-assembly Tiara classifications to their bins
     // Have to remove binner information from the meta map to do this
@@ -49,7 +49,7 @@ workflow TIARA {
         }
 
     TIARA_CLASSIFY(ch_tiara_classify_input)
-    ch_versions = ch_versions.mix(TIARA_CLASSIFY.out.versions.first())
+    ch_versions = ch_versions.mix(TIARA_CLASSIFY.out)
 
     ch_eukarya_bins = TIARA_CLASSIFY.out.eukarya_bins.map { meta, bin_list ->
         def meta_new = meta + [domain: 'eukarya']
@@ -115,7 +115,7 @@ workflow TIARA {
         }
 
     TIARA_SUMMARY(ch_bin_classifications, 'tsv', 'tsv')
-    ch_versions = ch_versions.mix(TIARA_SUMMARY.out.versions.first())
+    ch_versions = ch_versions.mix(TIARA_SUMMARY.out)
 
     emit:
     classified_bins   = ch_classified_bins
diff --git a/subworkflows/local/virus_identification/main.nf b/subworkflows/local/virus_identification/main.nf
index 61203e536..81216b0a3 100644
--- a/subworkflows/local/virus_identification/main.nf
+++ b/subworkflows/local/virus_identification/main.nf
@@ -16,7 +16,7 @@ workflow VIRUS_IDENTIFICATION {
 
     if (params.genomad_db && ch_genomad_db.extension == 'gz') {
         GENOMAD_UNTAR([[id: 'db'], ch_genomad_db])
-        ch_versions = ch_versions.mix(GENOMAD_UNTAR.out.versions.first())
+        ch_versions = ch_versions.mix(GENOMAD_UNTAR.out.versions)
         ch_db_for_genomad = GENOMAD_UNTAR.out.untar.map { _meta, db -> [db] }
     }
     else if (params.genomad_db) {
@@ -24,11 +24,11 @@ workflow VIRUS_IDENTIFICATION {
     }
     else {
         ch_db_for_genomad = GENOMAD_DOWNLOAD().genomad_db
-        ch_versions = ch_versions.mix(GENOMAD_DOWNLOAD.out.versions.first())
+        ch_versions = ch_versions.mix(GENOMAD_DOWNLOAD.out)
     }
 
     ch_identified_viruses = GENOMAD_ENDTOEND(ch_assemblies, ch_db_for_genomad).virus_fasta
-    ch_versions = ch_versions.mix(GENOMAD_ENDTOEND.out.versions.first())
+    ch_versions = ch_versions.mix(GENOMAD_ENDTOEND.out)
 
     emit:
     identified_viruses = ch_identified_viruses
diff --git a/workflows/mag.nf b/workflows/mag.nf
index 411d7bd26..8ad38e796 100644
--- a/workflows/mag.nf
+++ b/workflows/mag.nf
@@ -120,7 +120,7 @@ workflow MAG {
     // Get mmseqs db for MetaEuk if requested
     if (!params.skip_metaeuk && params.metaeuk_mmseqs_db) {
         MMSEQS_DATABASES(params.metaeuk_mmseqs_db)
-        ch_versions = ch_versions.mix(MMSEQS_DATABASES.out.versions.first())
+        ch_versions = ch_versions.mix(MMSEQS_DATABASES.out.versions)
         ch_metaeuk_db = MMSEQS_DATABASES.out.database
     }
 
@@ -193,7 +193,7 @@ workflow MAG {
         }
 
         GUNZIP_ASSEMBLYINPUT(ch_assemblies_split.gzipped)
-        ch_versions = ch_versions.mix(GUNZIP_ASSEMBLYINPUT.out.versions.first())
+        ch_versions = ch_versions.mix(GUNZIP_ASSEMBLYINPUT.out)
 
         ch_assemblies = Channel.empty()
         ch_assemblies = ch_assemblies.mix(ch_assemblies_split.ungzip, GUNZIP_ASSEMBLYINPUT.out.gunzip)
@@ -203,7 +203,7 @@ workflow MAG {
 
     if (!params.skip_quast) {
         QUAST(ch_assemblies)
-        ch_versions = ch_versions.mix(QUAST.out.versions.first())
+        ch_versions = ch_versions.mix(QUAST.out)
     }
 
     /*
@@ -217,7 +217,7 @@ workflow MAG {
             ch_assemblies,
             'gff',
         )
-        ch_versions = ch_versions.mix(PRODIGAL.out.versions.first())
+        ch_versions = ch_versions.mix(PRODIGAL.out)
     }
 
     /*
@@ -400,12 +400,12 @@ workflow MAG {
                 }
 
             QUAST_BINS(ch_input_for_quast_bins)
-            ch_versions = ch_versions.mix(QUAST_BINS.out.versions.first())
+            ch_versions = ch_versions.mix(QUAST_BINS.out)
             ch_quast_bin_summary = QUAST_BINS.out.quast_bin_summaries.collectFile(keepHeader: true) { meta, summary ->
                 ["${meta.id}.tsv", summary]
             }
             QUAST_BINS_SUMMARY(ch_quast_bin_summary.collect())
-            ch_versions = ch_versions.mix(QUAST_BINS_SUMMARY.out.versions.first())
+            ch_versions = ch_versions.mix(QUAST_BINS_SUMMARY.out.versions)
 
             ch_quast_bins_summary = QUAST_BINS_SUMMARY.out.summary
         }
@@ -459,7 +459,7 @@ workflow MAG {
                 ch_catpack_summary.ifEmpty([]),
                 params.binqc_tool,
             )
-            ch_versions = ch_versions.mix(BIN_SUMMARY.out.versions.first())
+            ch_versions = ch_versions.mix(BIN_SUMMARY.out.versions)
         }
 
         /*
@@ -482,7 +482,7 @@ workflow MAG {
                 [],
                 [],
             )
-            ch_versions = ch_versions.mix(PROKKA.out.versions.first())
+            ch_versions = ch_versions.mix(PROKKA.out)
         }
 
         if (!params.skip_metaeuk && (params.metaeuk_db || params.metaeuk_mmseqs_db)) {
@@ -497,7 +497,7 @@ workflow MAG {
                 }
 
             METAEUK_EASYPREDICT(ch_bins_for_metaeuk, ch_metaeuk_db)
-            ch_versions = ch_versions.mix(METAEUK_EASYPREDICT.out.versions.first())
+            ch_versions = ch_versions.mix(METAEUK_EASYPREDICT.out)
         }
     }
 

From 140335dec1d7a3ead4c12b7f9dda8ab60fb85409 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 22 Aug 2025 14:53:10 +0200
Subject: [PATCH 083/288] Revert "Remove `.first()` from everywhere as not
 necessary and can mess with resuming according to @mahesh-panchal"

This reverts commit 4a1d4380d58495d5ea00997192b188b2e1d1b462.
---
 subworkflows/local/ancient_dna/main.nf        | 16 ++++++-------
 subworkflows/local/assembly/main.nf           |  8 +++----
 subworkflows/local/assembly_hybrid/main.nf    |  2 +-
 subworkflows/local/assembly_longread/main.nf  |  4 ++--
 subworkflows/local/assembly_shortread/main.nf |  4 ++--
 subworkflows/local/bin_qc/main.nf             | 14 +++++------
 subworkflows/local/binning/main.nf            | 16 ++++++-------
 .../binning_preparation_longread/main.nf      |  4 ++--
 .../binning_preparation_shortread/main.nf     |  4 ++--
 subworkflows/local/binning_refinement/main.nf | 12 +++++-----
 subworkflows/local/catpack/main.nf            | 12 +++++-----
 subworkflows/local/depths/main.nf             |  6 ++---
 subworkflows/local/gtdbtk/main.nf             |  6 ++---
 .../local/hostremoval_longread/main.nf        | 10 ++++----
 .../local/preprocessing_longread/main.nf      | 18 +++++++-------
 .../local/preprocessing_shortread/main.nf     | 24 +++++++++----------
 subworkflows/local/tiara/main.nf              |  8 +++----
 .../local/virus_identification/main.nf        |  6 ++---
 workflows/mag.nf                              | 18 +++++++-------
 19 files changed, 96 insertions(+), 96 deletions(-)

diff --git a/subworkflows/local/ancient_dna/main.nf b/subworkflows/local/ancient_dna/main.nf
index 44d156828..04a8c2b0e 100644
--- a/subworkflows/local/ancient_dna/main.nf
+++ b/subworkflows/local/ancient_dna/main.nf
@@ -22,10 +22,10 @@ workflow ANCIENT_DNA_ASSEMBLY_VALIDATION {
             ]
         }
     )
-    ch_versions = ch_versions.mix(PYDAMAGE_ANALYZE.out)
+    ch_versions = ch_versions.mix(PYDAMAGE_ANALYZE.out.versions.first())
 
     PYDAMAGE_FILTER(PYDAMAGE_ANALYZE.out.csv)
-    ch_versions = ch_versions.mix(PYDAMAGE_FILTER.out)
+    ch_versions = ch_versions.mix(PYDAMAGE_FILTER.out.versions.first())
 
     if (params.skip_ancient_damagecorrection) {
         ch_corrected_contigs = Channel.empty()
@@ -33,7 +33,7 @@ workflow ANCIENT_DNA_ASSEMBLY_VALIDATION {
 
     if (!params.skip_ancient_damagecorrection) {
         FAIDX(ch_input.map { item -> [item[0], item[1]] }, [[], []], false)
-        ch_versions = ch_versions.mix(FAIDX.out)
+        ch_versions = ch_versions.mix(FAIDX.out.versions.first())
 
         freebayes_input = ch_input
             .join(FAIDX.out.fai)
@@ -50,18 +50,18 @@ workflow ANCIENT_DNA_ASSEMBLY_VALIDATION {
             [],
             [],
         )
-        ch_versions = ch_versions.mix(FREEBAYES.out)
+        ch_versions = ch_versions.mix(FREEBAYES.out.versions.first())
 
         BCFTOOLS_INDEX_PRE(FREEBAYES.out.vcf)
-        ch_versions = ch_versions.mix(BCFTOOLS_INDEX_PRE.out)
+        ch_versions = ch_versions.mix(BCFTOOLS_INDEX_PRE.out.versions.first())
         BCFTOOLS_VIEW(FREEBAYES.out.vcf.join(BCFTOOLS_INDEX_PRE.out.tbi), [], [], [])
-        ch_versions = ch_versions.mix(BCFTOOLS_VIEW.out)
+        ch_versions = ch_versions.mix(BCFTOOLS_VIEW.out.versions.first())
         BCFTOOLS_INDEX_POST(BCFTOOLS_VIEW.out.vcf)
-        ch_versions = ch_versions.mix(BCFTOOLS_INDEX_POST.out)
+        ch_versions = ch_versions.mix(BCFTOOLS_INDEX_POST.out.versions.first())
         BCFTOOLS_CONSENSUS(
             BCFTOOLS_VIEW.out.vcf.join(BCFTOOLS_INDEX_POST.out.tbi).join(ch_input.map { item -> [item[0], item[1]] })
         )
-        ch_versions = ch_versions.mix(BCFTOOLS_CONSENSUS.out)
+        ch_versions = ch_versions.mix(BCFTOOLS_CONSENSUS.out.versions.first())
 
         ch_corrected_contigs = BCFTOOLS_CONSENSUS.out.fasta
     }
diff --git a/subworkflows/local/assembly/main.nf b/subworkflows/local/assembly/main.nf
index 29ffd2512..72bbc54ad 100644
--- a/subworkflows/local/assembly/main.nf
+++ b/subworkflows/local/assembly/main.nf
@@ -74,7 +74,7 @@ workflow ASSEMBLY {
             }
             else {
                 POOL_SHORT_READS(ch_short_reads_grouped)
-                ch_versions = ch_versions.mix(POOL_SHORT_READS.out)
+                ch_versions = ch_versions.mix(POOL_SHORT_READS.out.versions.first())
                 ch_short_reads_spades = POOL_SHORT_READS.out.reads
             }
         }
@@ -91,7 +91,7 @@ workflow ASSEMBLY {
             //make sure no long reads are pooled for spades if there are no short reads
 
             POOL_LONG_READS(ch_long_reads_grouped_for_pool)
-            ch_versions = ch_versions.mix(POOL_LONG_READS.out)
+            ch_versions = ch_versions.mix(POOL_LONG_READS.out.versions.first())
             ch_long_reads_spades = POOL_LONG_READS.out.reads
         }
         else {
@@ -136,11 +136,11 @@ workflow ASSEMBLY {
     ch_longread_assembled_contigs = LONGREAD_ASSEMBLY.out.assembled_contigs
 
     GUNZIP_SHORTREAD_ASSEMBLIES(ch_shortread_assembled_contigs)
-    ch_versions = ch_versions.mix(GUNZIP_SHORTREAD_ASSEMBLIES.out)
+    ch_versions = ch_versions.mix(GUNZIP_SHORTREAD_ASSEMBLIES.out.versions.first())
     ch_shortread_assemblies = GUNZIP_SHORTREAD_ASSEMBLIES.out.gunzip
 
     GUNZIP_LONGREAD_ASSEMBLIES(ch_longread_assembled_contigs)
-    ch_versions = ch_versions.mix(GUNZIP_LONGREAD_ASSEMBLIES.out)
+    ch_versions = ch_versions.mix(GUNZIP_LONGREAD_ASSEMBLIES.out.versions.first())
     ch_longread_assemblies = GUNZIP_LONGREAD_ASSEMBLIES.out.gunzip
 
     emit:
diff --git a/subworkflows/local/assembly_hybrid/main.nf b/subworkflows/local/assembly_hybrid/main.nf
index 7edb0f635..6403c57ff 100644
--- a/subworkflows/local/assembly_hybrid/main.nf
+++ b/subworkflows/local/assembly_hybrid/main.nf
@@ -28,7 +28,7 @@ workflow HYBRID_ASSEMBLY {
             }
 
         METASPADESHYBRID(ch_reads_spadeshybrid, [], [])
-        ch_versions = ch_versions.mix(METASPADESHYBRID.out)
+        ch_versions = ch_versions.mix(METASPADESHYBRID.out.versions.first())
 
         ch_spadeshybrid_assemblies = METASPADESHYBRID.out.scaffolds.map { meta, assembly ->
             def meta_new = meta + [assembler: "SPAdesHybrid"]
diff --git a/subworkflows/local/assembly_longread/main.nf b/subworkflows/local/assembly_longread/main.nf
index 5a0ab21f7..3b0867f1c 100644
--- a/subworkflows/local/assembly_longread/main.nf
+++ b/subworkflows/local/assembly_longread/main.nf
@@ -30,7 +30,7 @@ workflow LONGREAD_ASSEMBLY {
             ch_long_reads_flye_input.reads,
             ch_long_reads_flye_input.mode,
         )
-        ch_versions = ch_versions.mix(FLYE.out)
+        ch_versions = ch_versions.mix(FLYE.out.versions.first())
 
         ch_flye_assemblies = FLYE.out.fasta.map { meta, assembly ->
             def meta_new = meta + [assembler: "FLYE"]
@@ -56,7 +56,7 @@ workflow LONGREAD_ASSEMBLY {
             ch_long_reads_metamdbg_input.reads,
             ch_long_reads_metamdbg_input.mode,
         )
-        ch_versions = ch_versions.mix(METAMDBG_ASM.out)
+        ch_versions = ch_versions.mix(METAMDBG_ASM.out.versions.first())
 
         ch_metamdbg_assemblies = METAMDBG_ASM.out.contigs.map { meta, assembly ->
             def meta_new = meta + [assembler: "METAMDBG"]
diff --git a/subworkflows/local/assembly_shortread/main.nf b/subworkflows/local/assembly_shortread/main.nf
index 79aae043f..a1cde1bd3 100644
--- a/subworkflows/local/assembly_shortread/main.nf
+++ b/subworkflows/local/assembly_shortread/main.nf
@@ -17,7 +17,7 @@ workflow SHORTREAD_ASSEMBLY {
             def meta_new = meta + [assembler: 'SPAdes']
             [meta_new, assembly]
         }
-        ch_versions = ch_versions.mix(METASPADES.out)
+        ch_versions = ch_versions.mix(METASPADES.out.versions.first())
 
         ch_assembled_contigs = ch_assembled_contigs.mix(ch_spades_assemblies)
     }
@@ -28,7 +28,7 @@ workflow SHORTREAD_ASSEMBLY {
             def meta_new = meta + [assembler: 'MEGAHIT']
             [meta_new, assembly]
         }
-        ch_versions = ch_versions.mix(MEGAHIT.out)
+        ch_versions = ch_versions.mix(MEGAHIT.out.versions.first())
 
         ch_assembled_contigs = ch_assembled_contigs.mix(ch_megahit_assemblies)
     }
diff --git a/subworkflows/local/bin_qc/main.nf b/subworkflows/local/bin_qc/main.nf
index 537dbb927..7142f6937 100644
--- a/subworkflows/local/bin_qc/main.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -47,7 +47,7 @@ workflow BIN_QC {
         ch_checkm_db = [[id: 'checkm_db'], file(params.checkm_download_url, checkIfExists: true)]
 
         CHECKM_UNTAR(ch_checkm_db)
-        ch_versions = ch_versions.mix(CHECKM_UNTAR.out.versions)
+        ch_versions = ch_versions.mix(CHECKM_UNTAR.out.versions.first())
 
         ch_checkm_db = CHECKM_UNTAR.out.untar.map { it[1] }
     }
@@ -60,7 +60,7 @@ workflow BIN_QC {
     }
     else if (params.binqc_tool == 'checkm2' || "checkm2" in binqc_tool_extras) {
         CHECKM2_DATABASEDOWNLOAD(params.checkm2_db_version)
-        ch_versions = ch_versions.mix(CHECKM2_DATABASEDOWNLOAD.out.versions)
+        ch_versions = ch_versions.mix(CHECKM2_DATABASEDOWNLOAD.out.versions.first())
         ch_checkm2_db = CHECKM2_DATABASEDOWNLOAD.out.database
     }
     else {
@@ -88,7 +88,7 @@ workflow BIN_QC {
         // If directory, assumes sub structure of `params.busco_db/lineages/<taxa>_odb(10|12)`
         if (ch_busco_db && ch_busco_db.extension in ['gz', 'tgz']) {
             BUSCO_UNTAR([[id: ch_busco_db.getSimpleName()], ch_busco_db])
-            ch_versions = ch_versions.mix(BUSCO_UNTAR.out.versions)
+            ch_versions = ch_versions.mix(BUSCO_UNTAR.out.versions.first())
             ch_busco_db = BUSCO_UNTAR.out.untar.map { it[1] }
         }
         else if (ch_busco_db && ch_busco_db.isDirectory()) {
@@ -99,7 +99,7 @@ workflow BIN_QC {
         }
 
         BUSCO_BUSCO(ch_bins, 'genome', params.busco_db_lineage, ch_busco_db, [], params.busco_clean)
-        ch_versions = ch_versions.mix(BUSCO_BUSCO.out)
+        ch_versions = ch_versions.mix(BUSCO_BUSCO.out.versions.first())
 
         ch_qc_summaries = BUSCO_BUSCO.out.batch_summary
             .map { _meta, summary -> [[id: 'busco'], summary] }
@@ -123,7 +123,7 @@ workflow BIN_QC {
             }
 
         CHECKM_LINEAGEWF(ch_bins_for_checkmlineagewf.reads, ch_bins_for_checkmlineagewf.ext, ch_checkm_db)
-        ch_versions = ch_versions.mix(CHECKM_LINEAGEWF.out)
+        ch_versions = ch_versions.mix(CHECKM_LINEAGEWF.out.versions.first())
 
         ch_checkmqa_input = CHECKM_LINEAGEWF.out.checkm_output
             .join(CHECKM_LINEAGEWF.out.marker_file)
@@ -132,7 +132,7 @@ workflow BIN_QC {
             }
 
         CHECKM_QA(ch_checkmqa_input, [])
-        ch_versions = ch_versions.mix(CHECKM_QA.out)
+        ch_versions = ch_versions.mix(CHECKM_QA.out.versions.first())
 
         ch_qc_summaries = CHECKM_QA.out.output
             .map { _meta, summary -> [[id: 'checkm'], summary] }
@@ -146,7 +146,7 @@ workflow BIN_QC {
          * CheckM2
          */
         CHECKM2_PREDICT(ch_input_bins_for_qc.groupTuple(), ch_checkm2_db)
-        ch_versions = ch_versions.mix(CHECKM2_PREDICT.out)
+        ch_versions = ch_versions.mix(CHECKM2_PREDICT.out.versions.first())
 
         ch_qc_summaries = CHECKM2_PREDICT.out.checkm2_tsv
             .map { _meta, summary -> [[id: 'checkm2'], summary] }
diff --git a/subworkflows/local/binning/main.nf b/subworkflows/local/binning/main.nf
index eb2a3b9f5..a50c914f7 100644
--- a/subworkflows/local/binning/main.nf
+++ b/subworkflows/local/binning/main.nf
@@ -37,10 +37,10 @@ workflow BINNING {
 
     // Process each through appropriate module
     METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD(ch_summarizedepth_input.longread)
-    ch_versions = ch_versions.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD.out)
+    ch_versions = ch_versions.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD.out.versions.first())
 
     METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD(ch_summarizedepth_input.shortread)
-    ch_versions = ch_versions.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD.out)
+    ch_versions = ch_versions.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD.out.versions.first())
 
     // Merge the outputs
     ch_combined_depths = METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD.out.depth.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD.out.depth)
@@ -63,7 +63,7 @@ workflow BINNING {
     // convert metabat2 depth files to maxbin2
     if (!params.skip_maxbin2) {
         CONVERT_DEPTHS(ch_metabat2_input)
-        ch_versions = ch_versions.mix(CONVERT_DEPTHS.out)
+        ch_versions = ch_versions.mix(CONVERT_DEPTHS.out.versions.first())
 
         ch_maxbin2_input = CONVERT_DEPTHS.out.output.map { meta, assembly, reads, depth ->
             def meta_new = meta + [binner: 'MaxBin2']
@@ -80,7 +80,7 @@ workflow BINNING {
     // run binning
     if (!params.skip_metabat2) {
         METABAT2_METABAT2(ch_metabat2_input)
-        ch_versions = ch_versions.mix(METABAT2_METABAT2.out)
+        ch_versions = ch_versions.mix(METABAT2_METABAT2.out.versions.first())
 
         // before decompressing first have to separate and re-group due to limitation of GUNZIP module
         ch_bins_for_seqkit = ch_bins_for_seqkit.mix(METABAT2_METABAT2.out.fasta.transpose())
@@ -91,7 +91,7 @@ workflow BINNING {
         ch_versions = ch_versions.mix(MAXBIN2.out.versions)
 
         ADJUST_MAXBIN2_EXT(MAXBIN2.out.binned_fastas)
-        ch_versions = ch_versions.mix(ADJUST_MAXBIN2_EXT.out)
+        ch_versions = ch_versions.mix(ADJUST_MAXBIN2_EXT.out.versions.first())
 
         ch_bins_for_seqkit = ch_bins_for_seqkit.mix(ADJUST_MAXBIN2_EXT.out.renamed_bins.transpose())
         ch_binning_results_gzipped_final = ch_binning_results_gzipped_final.mix(ADJUST_MAXBIN2_EXT.out.renamed_bins)
@@ -168,19 +168,19 @@ workflow BINNING {
 
     // remove too-short contigs from unbinned contigs
     SPLIT_FASTA(ch_input_splitfasta)
-    ch_versions = ch_versions.mix(SPLIT_FASTA.out)
+    ch_versions = ch_versions.mix(SPLIT_FASTA.out.versions.first())
 
     // large unbinned contigs from SPLIT_FASTA for decompressing for MAG_DEPTHS,
     // first have to separate and re-group due to limitation of GUNZIP module
     ch_split_fasta_results_transposed = SPLIT_FASTA.out.unbinned.transpose()
 
     GUNZIP_BINS(ch_final_bins_for_gunzip)
-    ch_versions = ch_versions.mix(GUNZIP_BINS.out)
+    ch_versions = ch_versions.mix(GUNZIP_BINS.out.versions.first())
 
     ch_binning_results_gunzipped = GUNZIP_BINS.out.gunzip.groupTuple(by: 0)
 
     GUNZIP_UNBINS(ch_split_fasta_results_transposed)
-    ch_versions = ch_versions.mix(GUNZIP_UNBINS.out)
+    ch_versions = ch_versions.mix(GUNZIP_UNBINS.out.versions.first())
 
     ch_splitfasta_results_gunzipped = GUNZIP_UNBINS.out.gunzip.groupTuple(by: 0)
 
diff --git a/subworkflows/local/binning_preparation_longread/main.nf b/subworkflows/local/binning_preparation_longread/main.nf
index 6853b2a12..069d63b74 100644
--- a/subworkflows/local/binning_preparation_longread/main.nf
+++ b/subworkflows/local/binning_preparation_longread/main.nf
@@ -10,7 +10,7 @@ workflow LONGREAD_BINNING_PREPARATION {
     ch_versions = Channel.empty()
 
     MINIMAP2_ASSEMBLY_INDEX(ch_assemblies)
-    ch_versions = ch_versions.mix(MINIMAP2_ASSEMBLY_INDEX.out)
+    ch_versions = ch_versions.mix(MINIMAP2_ASSEMBLY_INDEX.out.versions.first())
 
     if (params.binning_map_mode == 'all') {
         ch_minimap2_input = MINIMAP2_ASSEMBLY_INDEX.out.index
@@ -36,7 +36,7 @@ workflow LONGREAD_BINNING_PREPARATION {
     ch_minimap2_input_idx = ch_minimap2_input.map { _meta_idx, index, meta, _reads -> [meta, index] }
 
     MINIMAP2_ASSEMBLY_ALIGN(ch_minimap2_input_reads, ch_minimap2_input_idx, true, 'bai', false, false)
-    ch_versions = ch_versions.mix(MINIMAP2_ASSEMBLY_ALIGN.out)
+    ch_versions = ch_versions.mix(MINIMAP2_ASSEMBLY_ALIGN.out.versions.first())
 
     ch_grouped_mappings_reads = MINIMAP2_ASSEMBLY_ALIGN.out.bam.groupTuple(by: 0)
     ch_grouped_mappings_index = MINIMAP2_ASSEMBLY_ALIGN.out.index.groupTuple(by: 0)
diff --git a/subworkflows/local/binning_preparation_shortread/main.nf b/subworkflows/local/binning_preparation_shortread/main.nf
index 5b1b3adcf..143c08a35 100644
--- a/subworkflows/local/binning_preparation_shortread/main.nf
+++ b/subworkflows/local/binning_preparation_shortread/main.nf
@@ -15,7 +15,7 @@ workflow SHORTREAD_BINNING_PREPARATION {
     ch_versions = Channel.empty()
     // build bowtie2 index for all assemblies
     BOWTIE2_ASSEMBLY_BUILD(ch_assemblies)
-    ch_versions = ch_versions.mix(BOWTIE2_ASSEMBLY_BUILD.out)
+    ch_versions = ch_versions.mix(BOWTIE2_ASSEMBLY_BUILD.out.versions.first())
 
     // combine assemblies with sample reads for binning depending on specified mapping mode
     if (params.binning_map_mode == 'all') {
@@ -45,7 +45,7 @@ workflow SHORTREAD_BINNING_PREPARATION {
     }
 
     BOWTIE2_ASSEMBLY_ALIGN(ch_bowtie2_input)
-    ch_versions = ch_versions.mix(BOWTIE2_ASSEMBLY_ALIGN.out)
+    ch_versions = ch_versions.mix(BOWTIE2_ASSEMBLY_ALIGN.out.versions.first())
 
     // group mappings for one assembly
     ch_grouped_mappings = BOWTIE2_ASSEMBLY_ALIGN.out.mappings
diff --git a/subworkflows/local/binning_refinement/main.nf b/subworkflows/local/binning_refinement/main.nf
index 08ffc66d3..a167cd9ee 100644
--- a/subworkflows/local/binning_refinement/main.nf
+++ b/subworkflows/local/binning_refinement/main.nf
@@ -40,19 +40,19 @@ workflow BINNING_REFINEMENT {
         maxbin2: it[0]['binner'] == 'MaxBin2'
         concoct: it[0]['binner'] == 'CONCOCT'
     }
-    ch_versions = ch_versions.mix(RENAME_PREDASTOOL.out)
+    ch_versions = ch_versions.mix(RENAME_PREDASTOOL.out.versions.first())
 
 
     // Generate DASTool auxilary files
     DASTOOL_FASTATOCONTIG2BIN_METABAT2(ch_bins_for_fastatocontig2bin.metabat2, "fa")
-    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_METABAT2.out)
+    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_METABAT2.out.versions.first())
 
     // MaxBin2 bin extension was changed to 'fa' as well in RENAME_PREDASTOOL
     DASTOOL_FASTATOCONTIG2BIN_MAXBIN2(ch_bins_for_fastatocontig2bin.maxbin2, "fa")
-    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_MAXBIN2.out)
+    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_MAXBIN2.out.versions.first())
 
     DASTOOL_FASTATOCONTIG2BIN_CONCOCT(ch_bins_for_fastatocontig2bin.concoct, "fa")
-    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_CONCOCT.out)
+    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_CONCOCT.out.versions.first())
 
     // Run DASTOOL
     ch_fastatocontig2bin_for_dastool = Channel.empty()
@@ -74,7 +74,7 @@ workflow BINNING_REFINEMENT {
 
     // Run DAStool
     DASTOOL_DASTOOL(ch_input_for_dastool, [], [])
-    ch_versions = ch_versions.mix(DASTOOL_DASTOOL.out)
+    ch_versions = ch_versions.mix(DASTOOL_DASTOOL.out.versions.first())
 
     // Prepare bins for downstream analysis (separate from unbins, add 'binner' info and group)
     // use DASTool as 'binner' info allowing according grouping of refined bin sets,
@@ -102,7 +102,7 @@ workflow BINNING_REFINEMENT {
     }
 
     RENAME_POSTDASTOOL(ch_input_for_renamedastool)
-    ch_versions = ch_versions.mix(RENAME_POSTDASTOOL.out)
+    ch_versions = ch_versions.mix(RENAME_POSTDASTOOL.out.versions.first())
 
     refined_unbins = RENAME_POSTDASTOOL.out.refined_unbins.map { meta, bin_list ->
         def meta_new = meta + [refinement: 'dastool_refined_unbinned']
diff --git a/subworkflows/local/catpack/main.nf b/subworkflows/local/catpack/main.nf
index 6ccf74796..b7236a045 100644
--- a/subworkflows/local/catpack/main.nf
+++ b/subworkflows/local/catpack/main.nf
@@ -29,7 +29,7 @@ workflow CATPACK {
     if (params.cat_db) {
         if (params.cat_db.endsWith('.tar.gz')) {
             CAT_DB_UNTAR([[id: 'cat_db'], file(params.cat_db, checkIfExists: true)])
-            ch_versions = ch_versions.mix(CAT_DB_UNTAR.out.versions))
+            ch_versions = ch_versions.mix(CAT_DB_UNTAR.out.versions.first())
 
             ch_cat_db_dir = CAT_DB_UNTAR.out.untar
         }
@@ -75,7 +75,7 @@ workflow CATPACK {
         [[:], []],
         '.fa',
     )
-    ch_versions = ch_versions.mix(CATPACK_BINS.out)
+    ch_versions = ch_versions.mix(CATPACK_BINS.out.versions.first())
 
     CATPACK_ADDNAMES_BINS(CATPACK_BINS.out.bin2classification, ch_cat_db.taxonomy)
     ch_versions = ch_versions.mix(CATPACK_ADDNAMES_BINS.out.versions)
@@ -90,7 +90,7 @@ workflow CATPACK {
 
     if (!params.cat_allow_unofficial_lineages) {
         CATPACK_SUMMARISE_BINS(CATPACK_ADDNAMES_BINS.out.txt, [[:], []])
-        ch_versions = ch_versions.mix(CATPACK_SUMMARISE_BINS.out)
+        ch_versions = ch_versions.mix(CATPACK_SUMMARISE_BINS.out.versions.first())
     }
 
     /*
@@ -107,10 +107,10 @@ workflow CATPACK {
             [[:], []],
             [[:], []],
         )
-        ch_versions = ch_versions.mix(CATPACK_UNBINS.out)
+        ch_versions = ch_versions.mix(CATPACK_UNBINS.out.versions.first())
 
         CATPACK_ADDNAMES_UNBINS(CATPACK_UNBINS.out.contig2classification, ch_cat_db.taxonomy)
-        ch_versions = ch_versions.mix(CATPACK_ADDNAMES_UNBINS.out)
+        ch_versions = ch_versions.mix(CATPACK_ADDNAMES_UNBINS.out.versions.first())
 
         if (!params.cat_allow_unofficial_lineages) {
             ch_unbin_classification = CATPACK_ADDNAMES_UNBINS.out.txt
@@ -121,7 +121,7 @@ workflow CATPACK {
                 }
 
             CATPACK_SUMMARISE_UNBINS(ch_unbin_classification.names, ch_unbin_classification.contigs)
-            ch_versions = ch_versions.mix(CATPACK_SUMMARISE_UNBINS.out)
+            ch_versions = ch_versions.mix(CATPACK_SUMMARISE_UNBINS.out.versions.first())
         }
     }
 
diff --git a/subworkflows/local/depths/main.nf b/subworkflows/local/depths/main.nf
index 8882b03b9..bd253859f 100644
--- a/subworkflows/local/depths/main.nf
+++ b/subworkflows/local/depths/main.nf
@@ -48,7 +48,7 @@ workflow DEPTHS {
         }
 
     MAG_DEPTHS(ch_depth_input)
-    ch_versions = ch_versions.mix(MAG_DEPTHS.out)
+    ch_versions = ch_versions.mix(MAG_DEPTHS.out.versions.first())
 
     // Plot bin depths heatmap for each assembly and mapped samples (according to `binning_map_mode`)
     // create file containing group information for all samples
@@ -63,7 +63,7 @@ workflow DEPTHS {
     }
 
     MAG_DEPTHS_PLOT(ch_mag_depths_plot, ch_sample_groups.collect())
-    ch_versions = ch_versions.mix(MAG_DEPTHS_PLOT.out)
+    ch_versions = ch_versions.mix(MAG_DEPTHS_PLOT.out.versions.first())
 
     //Depth files that are coming from bins and failed binning refinement are concatenated per meta
     ch_mag_depth_out = MAG_DEPTHS.out.depths.collectFile(keepHeader: true) { meta, depth ->
@@ -71,7 +71,7 @@ workflow DEPTHS {
     }
 
     MAG_DEPTHS_SUMMARY(ch_mag_depth_out.collect())
-    ch_versions = ch_versions.mix(MAG_DEPTHS_SUMMARY.out.versions)
+    ch_versions = ch_versions.mix(MAG_DEPTHS_SUMMARY.out.versions.first())
 
     emit:
     depths_summary = MAG_DEPTHS_SUMMARY.out.summary
diff --git a/subworkflows/local/gtdbtk/main.nf b/subworkflows/local/gtdbtk/main.nf
index eb3435153..b3d7e8e1d 100644
--- a/subworkflows/local/gtdbtk/main.nf
+++ b/subworkflows/local/gtdbtk/main.nf
@@ -53,7 +53,7 @@ workflow GTDBTK {
     if (val_gtdb.extension == 'gz') {
         // Expects to be tar.gz!
         ch_db_for_gtdbtk = GTDBTK_DB_PREPARATION(val_gtdb).db
-        ch_versions = ch_versions.mix(GTDBTK_DB_PREPARATION.out.versions)
+        ch_versions = ch_versions.mix(GTDBTK_DB_PREPARATION.out.versions.first())
     }
     else if (val_gtdb.isDirectory()) {
         ch_db_for_gtdbtk = [val_gtdb.simpleName, val_gtdb]
@@ -75,7 +75,7 @@ workflow GTDBTK {
         params.gtdbtk_pplacer_useram ? false : true,
         val_gtdb_mash,
     )
-    ch_versions = ch_versions.mix(GTDBTK_CLASSIFYWF.out)
+    ch_versions = ch_versions.mix(GTDBTK_CLASSIFYWF.out.versions.first())
 
     GTDBTK_SUMMARY(
         ch_filtered_bins.discarded.map { it[1] }.collect().ifEmpty([]),
@@ -83,7 +83,7 @@ workflow GTDBTK {
         [],
         [],
     )
-    ch_versions = ch_versions.mix(GTDBTK_SUMMARY.out)
+    ch_versions = ch_versions.mix(GTDBTK_SUMMARY.out.versions.first())
 
     emit:
     summary       = GTDBTK_SUMMARY.out.summary
diff --git a/subworkflows/local/hostremoval_longread/main.nf b/subworkflows/local/hostremoval_longread/main.nf
index 298869ad1..d9958757a 100644
--- a/subworkflows/local/hostremoval_longread/main.nf
+++ b/subworkflows/local/hostremoval_longread/main.nf
@@ -28,26 +28,26 @@ workflow LONGREAD_HOSTREMOVAL {
         .first()
     // makes sure to only use the host fasta if the long read channel is not empty
     ch_minimap2_index = MINIMAP2_HOST_INDEX(ch_host_fasta_for_build).index
-    ch_versions = ch_versions.mix(MINIMAP2_HOST_INDEX.out.versions)
+    ch_versions = ch_versions.mix(MINIMAP2_HOST_INDEX.out.versions.first())
 
     MINIMAP2_HOST_ALIGN(ch_reads, ch_minimap2_index, true, 'bai', false, false)
     ch_minimap2_mapped = MINIMAP2_HOST_ALIGN.out.bam.map { meta, reads ->
         [meta, reads, []]
     }
-    ch_versions = ch_versions.mix(MINIMAP2_HOST_ALIGN.out)
+    ch_versions = ch_versions.mix(MINIMAP2_HOST_ALIGN.out.versions.first())
 
     // Generate unmapped reads FASTQ for downstream taxprofiling
     SAMTOOLS_HOSTREMOVED_UNMAPPED(ch_minimap2_mapped)
-    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_UNMAPPED.out)
+    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_UNMAPPED.out.versions.first())
 
     // Indexing whole BAM for host removal statistics
     SAMTOOLS_HOSTREMOVED_INDEX(MINIMAP2_HOST_ALIGN.out.bam)
-    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_INDEX.out)
+    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_INDEX.out.versions.first())
 
     bam_bai = MINIMAP2_HOST_ALIGN.out.bam.join(SAMTOOLS_HOSTREMOVED_INDEX.out.bai)
 
     SAMTOOLS_HOSTREMOVED_STATS(bam_bai, ch_host_fasta_for_build)
-    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_STATS.out)
+    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_STATS.out.versions.first())
     ch_multiqc_files = ch_multiqc_files.mix(SAMTOOLS_HOSTREMOVED_STATS.out.stats)
 
     emit:
diff --git a/subworkflows/local/preprocessing_longread/main.nf b/subworkflows/local/preprocessing_longread/main.nf
index 1c082e515..702650039 100644
--- a/subworkflows/local/preprocessing_longread/main.nf
+++ b/subworkflows/local/preprocessing_longread/main.nf
@@ -30,7 +30,7 @@ workflow LONGREAD_PREPROCESSING {
     NANOPLOT_RAW(
         ch_raw_long_reads
     )
-    ch_versions = ch_versions.mix(NANOPLOT_RAW.out)
+    ch_versions = ch_versions.mix(NANOPLOT_RAW.out.versions.first())
 
     if (!params.assembly_input) {
         if (!params.skip_adapter_trimming && !val_skip_qc) {
@@ -38,7 +38,7 @@ workflow LONGREAD_PREPROCESSING {
                 PORECHOP_ABI(
                     ch_raw_long_reads
                 )
-                ch_versions = ch_versions.mix(PORECHOP_ABI.out)
+                ch_versions = ch_versions.mix(PORECHOP_ABI.out.versions.first())
                 ch_long_reads = PORECHOP_ABI.out.reads
                 ch_multiqc_files = ch_multiqc_files.mix(PORECHOP_ABI.out.log)
             }
@@ -46,7 +46,7 @@ workflow LONGREAD_PREPROCESSING {
                 PORECHOP_PORECHOP(
                     ch_raw_long_reads
                 )
-                ch_versions = ch_versions.mix(PORECHOP_PORECHOP.out)
+                ch_versions = ch_versions.mix(PORECHOP_PORECHOP.out.versions.first())
                 ch_long_reads = PORECHOP_PORECHOP.out.reads
                 ch_multiqc_files = ch_multiqc_files.mix(PORECHOP_PORECHOP.out.log)
             }
@@ -60,7 +60,7 @@ workflow LONGREAD_PREPROCESSING {
                 ch_long_reads,
                 ch_lambda_db,
             )
-            ch_versions = ch_versions.mix(NANOLYSE.out)
+            ch_versions = ch_versions.mix(NANOLYSE.out.versions.first())
             ch_long_reads = NANOLYSE.out.fastq
         }
         if (!params.skip_longread_filtering && !val_skip_qc) {
@@ -78,7 +78,7 @@ workflow LONGREAD_PREPROCESSING {
                 FILTLONG(
                     ch_short_and_long_reads
                 )
-                ch_versions = ch_versions.mix(FILTLONG.out)
+                ch_versions = ch_versions.mix(FILTLONG.out.versions.first())
                 ch_long_reads = FILTLONG.out.reads
                 ch_multiqc_files = ch_multiqc_files.mix(FILTLONG.out.log)
             }
@@ -87,7 +87,7 @@ workflow LONGREAD_PREPROCESSING {
                     ch_long_reads,
                     'fastq.gz',
                 )
-                ch_versions = ch_versions.mix(NANOQ.out)
+                ch_versions = ch_versions.mix(NANOQ.out.versions.first())
                 ch_long_reads = NANOQ.out.reads
                 ch_multiqc_files = ch_multiqc_files.mix(NANOQ.out.stats)
             }
@@ -96,7 +96,7 @@ workflow LONGREAD_PREPROCESSING {
                     ch_long_reads,
                     ch_lambda_db,
                 )
-                ch_versions = ch_versions.mix(CHOPPER.out)
+                ch_versions = ch_versions.mix(CHOPPER.out.versions.first())
                 ch_long_reads = CHOPPER.out.fastq
             }
         }
@@ -122,7 +122,7 @@ workflow LONGREAD_PREPROCESSING {
                 NANOPLOT_FILTERED(
                     ch_long_reads
                 )
-                ch_versions = ch_versions.mix(NANOPLOT_FILTERED.out)
+                ch_versions = ch_versions.mix(NANOPLOT_FILTERED.out.versions.first())
             }
         }
 
@@ -138,7 +138,7 @@ workflow LONGREAD_PREPROCESSING {
                 cat: reads.size() >= 2
                 skip_cat: true
             }
-        ch_versions = ch_versions.mix(CAT_FASTQ_LONGREADS.out)
+        ch_versions = ch_versions.mix(CAT_FASTQ_LONGREADS.out.versions.first())
         CAT_FASTQ_LONGREADS(ch_long_reads_forcat.cat.map { meta, reads -> [meta, reads.flatten()] })
 
         ch_long_reads = CAT_FASTQ_LONGREADS.out.reads.mix(ch_long_reads_forcat.skip_cat.map { meta, reads -> [meta, reads[0]] })
diff --git a/subworkflows/local/preprocessing_shortread/main.nf b/subworkflows/local/preprocessing_shortread/main.nf
index c4a522775..1636800a2 100644
--- a/subworkflows/local/preprocessing_shortread/main.nf
+++ b/subworkflows/local/preprocessing_shortread/main.nf
@@ -32,7 +32,7 @@ workflow SHORTREAD_PREPROCESSING {
     FASTQC_RAW(
         ch_raw_short_reads
     )
-    ch_versions = ch_versions.mix(FASTQC_RAW.out)
+    ch_versions = ch_versions.mix(FASTQC_RAW.out.versions.first())
     ch_multiqc_files = ch_multiqc_files.mix(FASTQC_RAW.out.zip)
 
     if (!params.skip_clipping && !val_skip_qc) {
@@ -43,7 +43,7 @@ workflow SHORTREAD_PREPROCESSING {
                 params.fastp_save_trimmed_fail,
                 [],
             )
-            ch_versions = ch_versions.mix(FASTP.out)
+            ch_versions = ch_versions.mix(FASTP.out.versions.first())
             ch_short_reads_prepped = FASTP.out.reads
             ch_multiqc_files = ch_multiqc_files.mix(FASTP.out.json)
         }
@@ -57,9 +57,9 @@ workflow SHORTREAD_PREPROCESSING {
             }
 
             ADAPTERREMOVAL_PE(ch_adapterremoval_in.paired, [])
-            ch_versions = ch_versions.mix(ADAPTERREMOVAL_PE.out)
+            ch_versions = ch_versions.mix(ADAPTERREMOVAL_PE.out.versions.first())
             ADAPTERREMOVAL_SE(ch_adapterremoval_in.single, [])
-            ch_versions = ch_versions.mix(ADAPTERREMOVAL_SE.out)
+            ch_versions = ch_versions.mix(ADAPTERREMOVAL_SE.out.versions.first())
 
             ch_short_reads_prepped = Channel.empty()
             ch_short_reads_prepped = ch_short_reads_prepped.mix(ADAPTERREMOVAL_SE.out.singles_truncated, ADAPTERREMOVAL_PE.out.paired_truncated)
@@ -70,7 +70,7 @@ workflow SHORTREAD_PREPROCESSING {
         else if (params.clip_tool == 'trimmomatic') {
 
             TRIMMOMATIC(ch_raw_short_reads)
-            ch_versions = ch_versions.mix(TRIMMOMATIC.out)
+            ch_versions = ch_versions.mix(TRIMMOMATIC.out.versions.first())
 
             ch_short_reads_prepped = Channel.empty()
             ch_short_reads_prepped = TRIMMOMATIC.out.trimmed_reads
@@ -97,7 +97,7 @@ workflow SHORTREAD_PREPROCESSING {
             BOWTIE2_HOST_REMOVAL_BUILD(
                 ch_host_fasta_for_build
             )
-            ch_versions = ch_versions.mix(BOWTIE2_HOST_REMOVAL_BUILD.out.versions)
+            ch_versions = ch_versions.mix(BOWTIE2_HOST_REMOVAL_BUILD.out.versions.first())
 
             ch_host_bowtie2index = BOWTIE2_HOST_REMOVAL_BUILD.out.index
         }
@@ -111,7 +111,7 @@ workflow SHORTREAD_PREPROCESSING {
             ch_short_reads_prepped,
             ch_host_bowtie2index,
         )
-        ch_versions = ch_versions.mix(BOWTIE2_HOST_REMOVAL_ALIGN.out)
+        ch_versions = ch_versions.mix(BOWTIE2_HOST_REMOVAL_ALIGN.out.versions.first())
 
         ch_short_reads_hostremoved = BOWTIE2_HOST_REMOVAL_ALIGN.out.reads
         ch_multiqc_files = ch_multiqc_files.mix(BOWTIE2_HOST_REMOVAL_ALIGN.out.log)
@@ -130,13 +130,13 @@ workflow SHORTREAD_PREPROCESSING {
         BOWTIE2_PHIX_REMOVAL_BUILD(
             ch_phix_fasta_for_build
         )
-        ch_versions = ch_versions.mix(BOWTIE2_PHIX_REMOVAL_BUILD.out.versions)
+        ch_versions = ch_versions.mix(BOWTIE2_PHIX_REMOVAL_BUILD.out.versions.first())
 
         BOWTIE2_PHIX_REMOVAL_ALIGN(
             ch_short_reads_hostremoved,
             BOWTIE2_PHIX_REMOVAL_BUILD.out.index,
         )
-        ch_versions = ch_versions.mix(BOWTIE2_PHIX_REMOVAL_ALIGN.out)
+        ch_versions = ch_versions.mix(BOWTIE2_PHIX_REMOVAL_ALIGN.out.versions.first())
 
         ch_short_reads_phixremoved = BOWTIE2_PHIX_REMOVAL_ALIGN.out.reads
         ch_multiqc_files = ch_multiqc_files.mix(BOWTIE2_PHIX_REMOVAL_ALIGN.out.log)
@@ -174,7 +174,7 @@ workflow SHORTREAD_PREPROCESSING {
         }
 
     CAT_FASTQ(ch_short_reads_forcat.cat.map { meta, reads -> [meta, reads.flatten()] })
-    ch_versions = ch_versions.mix(CAT_FASTQ.out)
+    ch_versions = ch_versions.mix(CAT_FASTQ.out.versions.first())
 
 
     // Ensure we don't have nests of nests so that structure is in form expected for assembly
@@ -195,7 +195,7 @@ workflow SHORTREAD_PREPROCESSING {
             SEQTK_MERGEPE(
                 ch_short_reads.filter { !it[0].single_end }
             )
-            ch_versions = ch_versions.mix(SEQTK_MERGEPE.out)
+            ch_versions = ch_versions.mix(SEQTK_MERGEPE.out.versions.first())
             // Combine the interleaved pairs with any single end libraries. Set the meta.single_end to true (used by the bbnorm module).
             ch_bbnorm = SEQTK_MERGEPE.out.reads
                 .mix(ch_short_reads.filter { it[0].single_end })
@@ -206,7 +206,7 @@ workflow SHORTREAD_PREPROCESSING {
             ch_bbnorm = ch_short_reads
         }
         BBMAP_BBNORM(ch_bbnorm)
-        ch_versions = ch_versions.mix(BBMAP_BBNORM.out)
+        ch_versions = ch_versions.mix(BBMAP_BBNORM.out.versions.first())
         ch_short_reads_assembly = BBMAP_BBNORM.out.fastq
     }
     else {
diff --git a/subworkflows/local/tiara/main.nf b/subworkflows/local/tiara/main.nf
index 8c07358c9..08bcb6c35 100644
--- a/subworkflows/local/tiara/main.nf
+++ b/subworkflows/local/tiara/main.nf
@@ -27,11 +27,11 @@ workflow TIARA {
     ch_tiara_input = ch_bins.mix(ch_unbins)
 
     TIARA_TIARA(ch_assemblies)
-    ch_versions = ch_versions.mix(TIARA_TIARA.out)
+    ch_versions = ch_versions.mix(TIARA_TIARA.out.versions.first())
 
     // Need contig2bin file for each bin group
     DASTOOL_FASTATOCONTIG2BIN_TIARA(ch_tiara_input, 'fa')
-    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_TIARA.out)
+    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_TIARA.out.versions.first())
 
     // Need to per-assembly Tiara classifications to their bins
     // Have to remove binner information from the meta map to do this
@@ -49,7 +49,7 @@ workflow TIARA {
         }
 
     TIARA_CLASSIFY(ch_tiara_classify_input)
-    ch_versions = ch_versions.mix(TIARA_CLASSIFY.out)
+    ch_versions = ch_versions.mix(TIARA_CLASSIFY.out.versions.first())
 
     ch_eukarya_bins = TIARA_CLASSIFY.out.eukarya_bins.map { meta, bin_list ->
         def meta_new = meta + [domain: 'eukarya']
@@ -115,7 +115,7 @@ workflow TIARA {
         }
 
     TIARA_SUMMARY(ch_bin_classifications, 'tsv', 'tsv')
-    ch_versions = ch_versions.mix(TIARA_SUMMARY.out)
+    ch_versions = ch_versions.mix(TIARA_SUMMARY.out.versions.first())
 
     emit:
     classified_bins   = ch_classified_bins
diff --git a/subworkflows/local/virus_identification/main.nf b/subworkflows/local/virus_identification/main.nf
index 81216b0a3..61203e536 100644
--- a/subworkflows/local/virus_identification/main.nf
+++ b/subworkflows/local/virus_identification/main.nf
@@ -16,7 +16,7 @@ workflow VIRUS_IDENTIFICATION {
 
     if (params.genomad_db && ch_genomad_db.extension == 'gz') {
         GENOMAD_UNTAR([[id: 'db'], ch_genomad_db])
-        ch_versions = ch_versions.mix(GENOMAD_UNTAR.out.versions)
+        ch_versions = ch_versions.mix(GENOMAD_UNTAR.out.versions.first())
         ch_db_for_genomad = GENOMAD_UNTAR.out.untar.map { _meta, db -> [db] }
     }
     else if (params.genomad_db) {
@@ -24,11 +24,11 @@ workflow VIRUS_IDENTIFICATION {
     }
     else {
         ch_db_for_genomad = GENOMAD_DOWNLOAD().genomad_db
-        ch_versions = ch_versions.mix(GENOMAD_DOWNLOAD.out)
+        ch_versions = ch_versions.mix(GENOMAD_DOWNLOAD.out.versions.first())
     }
 
     ch_identified_viruses = GENOMAD_ENDTOEND(ch_assemblies, ch_db_for_genomad).virus_fasta
-    ch_versions = ch_versions.mix(GENOMAD_ENDTOEND.out)
+    ch_versions = ch_versions.mix(GENOMAD_ENDTOEND.out.versions.first())
 
     emit:
     identified_viruses = ch_identified_viruses
diff --git a/workflows/mag.nf b/workflows/mag.nf
index 8ad38e796..411d7bd26 100644
--- a/workflows/mag.nf
+++ b/workflows/mag.nf
@@ -120,7 +120,7 @@ workflow MAG {
     // Get mmseqs db for MetaEuk if requested
     if (!params.skip_metaeuk && params.metaeuk_mmseqs_db) {
         MMSEQS_DATABASES(params.metaeuk_mmseqs_db)
-        ch_versions = ch_versions.mix(MMSEQS_DATABASES.out.versions)
+        ch_versions = ch_versions.mix(MMSEQS_DATABASES.out.versions.first())
         ch_metaeuk_db = MMSEQS_DATABASES.out.database
     }
 
@@ -193,7 +193,7 @@ workflow MAG {
         }
 
         GUNZIP_ASSEMBLYINPUT(ch_assemblies_split.gzipped)
-        ch_versions = ch_versions.mix(GUNZIP_ASSEMBLYINPUT.out)
+        ch_versions = ch_versions.mix(GUNZIP_ASSEMBLYINPUT.out.versions.first())
 
         ch_assemblies = Channel.empty()
         ch_assemblies = ch_assemblies.mix(ch_assemblies_split.ungzip, GUNZIP_ASSEMBLYINPUT.out.gunzip)
@@ -203,7 +203,7 @@ workflow MAG {
 
     if (!params.skip_quast) {
         QUAST(ch_assemblies)
-        ch_versions = ch_versions.mix(QUAST.out)
+        ch_versions = ch_versions.mix(QUAST.out.versions.first())
     }
 
     /*
@@ -217,7 +217,7 @@ workflow MAG {
             ch_assemblies,
             'gff',
         )
-        ch_versions = ch_versions.mix(PRODIGAL.out)
+        ch_versions = ch_versions.mix(PRODIGAL.out.versions.first())
     }
 
     /*
@@ -400,12 +400,12 @@ workflow MAG {
                 }
 
             QUAST_BINS(ch_input_for_quast_bins)
-            ch_versions = ch_versions.mix(QUAST_BINS.out)
+            ch_versions = ch_versions.mix(QUAST_BINS.out.versions.first())
             ch_quast_bin_summary = QUAST_BINS.out.quast_bin_summaries.collectFile(keepHeader: true) { meta, summary ->
                 ["${meta.id}.tsv", summary]
             }
             QUAST_BINS_SUMMARY(ch_quast_bin_summary.collect())
-            ch_versions = ch_versions.mix(QUAST_BINS_SUMMARY.out.versions)
+            ch_versions = ch_versions.mix(QUAST_BINS_SUMMARY.out.versions.first())
 
             ch_quast_bins_summary = QUAST_BINS_SUMMARY.out.summary
         }
@@ -459,7 +459,7 @@ workflow MAG {
                 ch_catpack_summary.ifEmpty([]),
                 params.binqc_tool,
             )
-            ch_versions = ch_versions.mix(BIN_SUMMARY.out.versions)
+            ch_versions = ch_versions.mix(BIN_SUMMARY.out.versions.first())
         }
 
         /*
@@ -482,7 +482,7 @@ workflow MAG {
                 [],
                 [],
             )
-            ch_versions = ch_versions.mix(PROKKA.out)
+            ch_versions = ch_versions.mix(PROKKA.out.versions.first())
         }
 
         if (!params.skip_metaeuk && (params.metaeuk_db || params.metaeuk_mmseqs_db)) {
@@ -497,7 +497,7 @@ workflow MAG {
                 }
 
             METAEUK_EASYPREDICT(ch_bins_for_metaeuk, ch_metaeuk_db)
-            ch_versions = ch_versions.mix(METAEUK_EASYPREDICT.out)
+            ch_versions = ch_versions.mix(METAEUK_EASYPREDICT.out.versions.first())
         }
     }
 

From 6298686774f6dd056dcb481ad011863123dfddef Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 22 Aug 2025 15:03:43 +0200
Subject: [PATCH 084/288] Correctly remove `.first()` from everywhere as not
 necessary and can mess with resuming according to @mahesh-panchal

---
 subworkflows/local/ancient_dna/main.nf        | 16 ++++++------
 subworkflows/local/assembly/main.nf           |  8 +++---
 subworkflows/local/assembly_hybrid/main.nf    |  2 +-
 subworkflows/local/assembly_longread/main.nf  | 25 ++++++++++++-------
 subworkflows/local/assembly_shortread/main.nf |  4 +--
 subworkflows/local/bin_qc/main.nf             | 14 +++++------
 subworkflows/local/binning/main.nf            | 16 ++++++------
 .../binning_preparation_longread/main.nf      |  4 +--
 .../binning_preparation_shortread/main.nf     |  4 +--
 subworkflows/local/binning_refinement/main.nf | 12 ++++-----
 subworkflows/local/catpack/main.nf            | 12 ++++-----
 subworkflows/local/depths/main.nf             |  6 ++---
 subworkflows/local/gtdbtk/main.nf             |  6 ++---
 .../local/hostremoval_longread/main.nf        | 10 ++++----
 .../local/preprocessing_longread/main.nf      | 18 ++++++-------
 .../local/preprocessing_shortread/main.nf     | 24 +++++++++---------
 subworkflows/local/tiara/main.nf              |  8 +++---
 .../local/virus_identification/main.nf        |  6 ++---
 workflows/mag.nf                              | 18 ++++++-------
 19 files changed, 110 insertions(+), 103 deletions(-)

diff --git a/subworkflows/local/ancient_dna/main.nf b/subworkflows/local/ancient_dna/main.nf
index 04a8c2b0e..ad8966809 100644
--- a/subworkflows/local/ancient_dna/main.nf
+++ b/subworkflows/local/ancient_dna/main.nf
@@ -22,10 +22,10 @@ workflow ANCIENT_DNA_ASSEMBLY_VALIDATION {
             ]
         }
     )
-    ch_versions = ch_versions.mix(PYDAMAGE_ANALYZE.out.versions.first())
+    ch_versions = ch_versions.mix(PYDAMAGE_ANALYZE.out.versions)
 
     PYDAMAGE_FILTER(PYDAMAGE_ANALYZE.out.csv)
-    ch_versions = ch_versions.mix(PYDAMAGE_FILTER.out.versions.first())
+    ch_versions = ch_versions.mix(PYDAMAGE_FILTER.out.versions)
 
     if (params.skip_ancient_damagecorrection) {
         ch_corrected_contigs = Channel.empty()
@@ -33,7 +33,7 @@ workflow ANCIENT_DNA_ASSEMBLY_VALIDATION {
 
     if (!params.skip_ancient_damagecorrection) {
         FAIDX(ch_input.map { item -> [item[0], item[1]] }, [[], []], false)
-        ch_versions = ch_versions.mix(FAIDX.out.versions.first())
+        ch_versions = ch_versions.mix(FAIDX.out.versions)
 
         freebayes_input = ch_input
             .join(FAIDX.out.fai)
@@ -50,18 +50,18 @@ workflow ANCIENT_DNA_ASSEMBLY_VALIDATION {
             [],
             [],
         )
-        ch_versions = ch_versions.mix(FREEBAYES.out.versions.first())
+        ch_versions = ch_versions.mix(FREEBAYES.out.versions)
 
         BCFTOOLS_INDEX_PRE(FREEBAYES.out.vcf)
-        ch_versions = ch_versions.mix(BCFTOOLS_INDEX_PRE.out.versions.first())
+        ch_versions = ch_versions.mix(BCFTOOLS_INDEX_PRE.out.versions)
         BCFTOOLS_VIEW(FREEBAYES.out.vcf.join(BCFTOOLS_INDEX_PRE.out.tbi), [], [], [])
-        ch_versions = ch_versions.mix(BCFTOOLS_VIEW.out.versions.first())
+        ch_versions = ch_versions.mix(BCFTOOLS_VIEW.out.versions)
         BCFTOOLS_INDEX_POST(BCFTOOLS_VIEW.out.vcf)
-        ch_versions = ch_versions.mix(BCFTOOLS_INDEX_POST.out.versions.first())
+        ch_versions = ch_versions.mix(BCFTOOLS_INDEX_POST.out.versions)
         BCFTOOLS_CONSENSUS(
             BCFTOOLS_VIEW.out.vcf.join(BCFTOOLS_INDEX_POST.out.tbi).join(ch_input.map { item -> [item[0], item[1]] })
         )
-        ch_versions = ch_versions.mix(BCFTOOLS_CONSENSUS.out.versions.first())
+        ch_versions = ch_versions.mix(BCFTOOLS_CONSENSUS.out.versions)
 
         ch_corrected_contigs = BCFTOOLS_CONSENSUS.out.fasta
     }
diff --git a/subworkflows/local/assembly/main.nf b/subworkflows/local/assembly/main.nf
index 72bbc54ad..46d24a92b 100644
--- a/subworkflows/local/assembly/main.nf
+++ b/subworkflows/local/assembly/main.nf
@@ -74,7 +74,7 @@ workflow ASSEMBLY {
             }
             else {
                 POOL_SHORT_READS(ch_short_reads_grouped)
-                ch_versions = ch_versions.mix(POOL_SHORT_READS.out.versions.first())
+                ch_versions = ch_versions.mix(POOL_SHORT_READS.out.versions)
                 ch_short_reads_spades = POOL_SHORT_READS.out.reads
             }
         }
@@ -91,7 +91,7 @@ workflow ASSEMBLY {
             //make sure no long reads are pooled for spades if there are no short reads
 
             POOL_LONG_READS(ch_long_reads_grouped_for_pool)
-            ch_versions = ch_versions.mix(POOL_LONG_READS.out.versions.first())
+            ch_versions = ch_versions.mix(POOL_LONG_READS.out.versions)
             ch_long_reads_spades = POOL_LONG_READS.out.reads
         }
         else {
@@ -136,11 +136,11 @@ workflow ASSEMBLY {
     ch_longread_assembled_contigs = LONGREAD_ASSEMBLY.out.assembled_contigs
 
     GUNZIP_SHORTREAD_ASSEMBLIES(ch_shortread_assembled_contigs)
-    ch_versions = ch_versions.mix(GUNZIP_SHORTREAD_ASSEMBLIES.out.versions.first())
+    ch_versions = ch_versions.mix(GUNZIP_SHORTREAD_ASSEMBLIES.out.versions)
     ch_shortread_assemblies = GUNZIP_SHORTREAD_ASSEMBLIES.out.gunzip
 
     GUNZIP_LONGREAD_ASSEMBLIES(ch_longread_assembled_contigs)
-    ch_versions = ch_versions.mix(GUNZIP_LONGREAD_ASSEMBLIES.out.versions.first())
+    ch_versions = ch_versions.mix(GUNZIP_LONGREAD_ASSEMBLIES.out.versions)
     ch_longread_assemblies = GUNZIP_LONGREAD_ASSEMBLIES.out.gunzip
 
     emit:
diff --git a/subworkflows/local/assembly_hybrid/main.nf b/subworkflows/local/assembly_hybrid/main.nf
index 6403c57ff..8fa0f90fe 100644
--- a/subworkflows/local/assembly_hybrid/main.nf
+++ b/subworkflows/local/assembly_hybrid/main.nf
@@ -28,7 +28,7 @@ workflow HYBRID_ASSEMBLY {
             }
 
         METASPADESHYBRID(ch_reads_spadeshybrid, [], [])
-        ch_versions = ch_versions.mix(METASPADESHYBRID.out.versions.first())
+        ch_versions = ch_versions.mix(METASPADESHYBRID.out.versions)
 
         ch_spadeshybrid_assemblies = METASPADESHYBRID.out.scaffolds.map { meta, assembly ->
             def meta_new = meta + [assembler: "SPAdesHybrid"]
diff --git a/subworkflows/local/assembly_longread/main.nf b/subworkflows/local/assembly_longread/main.nf
index 3b0867f1c..c326bafde 100644
--- a/subworkflows/local/assembly_longread/main.nf
+++ b/subworkflows/local/assembly_longread/main.nf
@@ -30,7 +30,7 @@ workflow LONGREAD_ASSEMBLY {
             ch_long_reads_flye_input.reads,
             ch_long_reads_flye_input.mode,
         )
-        ch_versions = ch_versions.mix(FLYE.out.versions.first())
+        ch_versions = ch_versions.mix(FLYE.out.versions)
 
         ch_flye_assemblies = FLYE.out.fasta.map { meta, assembly ->
             def meta_new = meta + [assembler: "FLYE"]
@@ -42,21 +42,28 @@ workflow LONGREAD_ASSEMBLY {
     if (!params.skip_metamdbg) {
 
         ch_long_reads_metamdbg_input = ch_long_reads.multiMap { meta, reads ->
+            fly_mode = ""
+            if (meta.lr_platform == "OXFORD_NANOPORE") {
+                def fly_mode = "nt"
+            }
+            else if (meta.lr_platform == "NANOPORE_HQ") {
+                def fly_mode = "ont"
+            }
+            else if (meta.lr_platform == "PACBIO_HIFI") {
+                def fly_mode = "hifi"
+            }
+            else if (meta.lr_platform == "PACBIO_CLR") {
+                def fly_mode = "hifi"
+            }
             reads: [meta, reads]
-            mode: meta.lr_platform == "OXFORD_NANOPORE"
-                ? "ont"
-                : meta.lr_platform == "OXFORD_NANOPORE_HQ"
-                    ? "ont"
-                    : meta.lr_platform == "PACBIO_HIFI"
-                        ? "hifi"
-                        : meta.lr_platform == "PACBIO_CLR" ? "hifi" : []
+            mode: fly_mode
         }
 
         METAMDBG_ASM(
             ch_long_reads_metamdbg_input.reads,
             ch_long_reads_metamdbg_input.mode,
         )
-        ch_versions = ch_versions.mix(METAMDBG_ASM.out.versions.first())
+        ch_versions = ch_versions.mix(METAMDBG_ASM.out.versions)
 
         ch_metamdbg_assemblies = METAMDBG_ASM.out.contigs.map { meta, assembly ->
             def meta_new = meta + [assembler: "METAMDBG"]
diff --git a/subworkflows/local/assembly_shortread/main.nf b/subworkflows/local/assembly_shortread/main.nf
index a1cde1bd3..91e22978a 100644
--- a/subworkflows/local/assembly_shortread/main.nf
+++ b/subworkflows/local/assembly_shortread/main.nf
@@ -17,7 +17,7 @@ workflow SHORTREAD_ASSEMBLY {
             def meta_new = meta + [assembler: 'SPAdes']
             [meta_new, assembly]
         }
-        ch_versions = ch_versions.mix(METASPADES.out.versions.first())
+        ch_versions = ch_versions.mix(METASPADES.out.versions)
 
         ch_assembled_contigs = ch_assembled_contigs.mix(ch_spades_assemblies)
     }
@@ -28,7 +28,7 @@ workflow SHORTREAD_ASSEMBLY {
             def meta_new = meta + [assembler: 'MEGAHIT']
             [meta_new, assembly]
         }
-        ch_versions = ch_versions.mix(MEGAHIT.out.versions.first())
+        ch_versions = ch_versions.mix(MEGAHIT.out.versions)
 
         ch_assembled_contigs = ch_assembled_contigs.mix(ch_megahit_assemblies)
     }
diff --git a/subworkflows/local/bin_qc/main.nf b/subworkflows/local/bin_qc/main.nf
index 7142f6937..e66009eab 100644
--- a/subworkflows/local/bin_qc/main.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -47,7 +47,7 @@ workflow BIN_QC {
         ch_checkm_db = [[id: 'checkm_db'], file(params.checkm_download_url, checkIfExists: true)]
 
         CHECKM_UNTAR(ch_checkm_db)
-        ch_versions = ch_versions.mix(CHECKM_UNTAR.out.versions.first())
+        ch_versions = ch_versions.mix(CHECKM_UNTAR.out.versions)
 
         ch_checkm_db = CHECKM_UNTAR.out.untar.map { it[1] }
     }
@@ -60,7 +60,7 @@ workflow BIN_QC {
     }
     else if (params.binqc_tool == 'checkm2' || "checkm2" in binqc_tool_extras) {
         CHECKM2_DATABASEDOWNLOAD(params.checkm2_db_version)
-        ch_versions = ch_versions.mix(CHECKM2_DATABASEDOWNLOAD.out.versions.first())
+        ch_versions = ch_versions.mix(CHECKM2_DATABASEDOWNLOAD.out.versions)
         ch_checkm2_db = CHECKM2_DATABASEDOWNLOAD.out.database
     }
     else {
@@ -88,7 +88,7 @@ workflow BIN_QC {
         // If directory, assumes sub structure of `params.busco_db/lineages/<taxa>_odb(10|12)`
         if (ch_busco_db && ch_busco_db.extension in ['gz', 'tgz']) {
             BUSCO_UNTAR([[id: ch_busco_db.getSimpleName()], ch_busco_db])
-            ch_versions = ch_versions.mix(BUSCO_UNTAR.out.versions.first())
+            ch_versions = ch_versions.mix(BUSCO_UNTAR.out.versions)
             ch_busco_db = BUSCO_UNTAR.out.untar.map { it[1] }
         }
         else if (ch_busco_db && ch_busco_db.isDirectory()) {
@@ -99,7 +99,7 @@ workflow BIN_QC {
         }
 
         BUSCO_BUSCO(ch_bins, 'genome', params.busco_db_lineage, ch_busco_db, [], params.busco_clean)
-        ch_versions = ch_versions.mix(BUSCO_BUSCO.out.versions.first())
+        ch_versions = ch_versions.mix(BUSCO_BUSCO.out.versions)
 
         ch_qc_summaries = BUSCO_BUSCO.out.batch_summary
             .map { _meta, summary -> [[id: 'busco'], summary] }
@@ -123,7 +123,7 @@ workflow BIN_QC {
             }
 
         CHECKM_LINEAGEWF(ch_bins_for_checkmlineagewf.reads, ch_bins_for_checkmlineagewf.ext, ch_checkm_db)
-        ch_versions = ch_versions.mix(CHECKM_LINEAGEWF.out.versions.first())
+        ch_versions = ch_versions.mix(CHECKM_LINEAGEWF.out.versions)
 
         ch_checkmqa_input = CHECKM_LINEAGEWF.out.checkm_output
             .join(CHECKM_LINEAGEWF.out.marker_file)
@@ -132,7 +132,7 @@ workflow BIN_QC {
             }
 
         CHECKM_QA(ch_checkmqa_input, [])
-        ch_versions = ch_versions.mix(CHECKM_QA.out.versions.first())
+        ch_versions = ch_versions.mix(CHECKM_QA.out.versions)
 
         ch_qc_summaries = CHECKM_QA.out.output
             .map { _meta, summary -> [[id: 'checkm'], summary] }
@@ -146,7 +146,7 @@ workflow BIN_QC {
          * CheckM2
          */
         CHECKM2_PREDICT(ch_input_bins_for_qc.groupTuple(), ch_checkm2_db)
-        ch_versions = ch_versions.mix(CHECKM2_PREDICT.out.versions.first())
+        ch_versions = ch_versions.mix(CHECKM2_PREDICT.out.versions)
 
         ch_qc_summaries = CHECKM2_PREDICT.out.checkm2_tsv
             .map { _meta, summary -> [[id: 'checkm2'], summary] }
diff --git a/subworkflows/local/binning/main.nf b/subworkflows/local/binning/main.nf
index a50c914f7..47f543140 100644
--- a/subworkflows/local/binning/main.nf
+++ b/subworkflows/local/binning/main.nf
@@ -37,10 +37,10 @@ workflow BINNING {
 
     // Process each through appropriate module
     METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD(ch_summarizedepth_input.longread)
-    ch_versions = ch_versions.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD.out.versions.first())
+    ch_versions = ch_versions.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD.out.versions)
 
     METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD(ch_summarizedepth_input.shortread)
-    ch_versions = ch_versions.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD.out.versions.first())
+    ch_versions = ch_versions.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD.out.versions)
 
     // Merge the outputs
     ch_combined_depths = METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD.out.depth.mix(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD.out.depth)
@@ -63,7 +63,7 @@ workflow BINNING {
     // convert metabat2 depth files to maxbin2
     if (!params.skip_maxbin2) {
         CONVERT_DEPTHS(ch_metabat2_input)
-        ch_versions = ch_versions.mix(CONVERT_DEPTHS.out.versions.first())
+        ch_versions = ch_versions.mix(CONVERT_DEPTHS.out.versions)
 
         ch_maxbin2_input = CONVERT_DEPTHS.out.output.map { meta, assembly, reads, depth ->
             def meta_new = meta + [binner: 'MaxBin2']
@@ -80,7 +80,7 @@ workflow BINNING {
     // run binning
     if (!params.skip_metabat2) {
         METABAT2_METABAT2(ch_metabat2_input)
-        ch_versions = ch_versions.mix(METABAT2_METABAT2.out.versions.first())
+        ch_versions = ch_versions.mix(METABAT2_METABAT2.out.versions)
 
         // before decompressing first have to separate and re-group due to limitation of GUNZIP module
         ch_bins_for_seqkit = ch_bins_for_seqkit.mix(METABAT2_METABAT2.out.fasta.transpose())
@@ -91,7 +91,7 @@ workflow BINNING {
         ch_versions = ch_versions.mix(MAXBIN2.out.versions)
 
         ADJUST_MAXBIN2_EXT(MAXBIN2.out.binned_fastas)
-        ch_versions = ch_versions.mix(ADJUST_MAXBIN2_EXT.out.versions.first())
+        ch_versions = ch_versions.mix(ADJUST_MAXBIN2_EXT.out.versions)
 
         ch_bins_for_seqkit = ch_bins_for_seqkit.mix(ADJUST_MAXBIN2_EXT.out.renamed_bins.transpose())
         ch_binning_results_gzipped_final = ch_binning_results_gzipped_final.mix(ADJUST_MAXBIN2_EXT.out.renamed_bins)
@@ -168,19 +168,19 @@ workflow BINNING {
 
     // remove too-short contigs from unbinned contigs
     SPLIT_FASTA(ch_input_splitfasta)
-    ch_versions = ch_versions.mix(SPLIT_FASTA.out.versions.first())
+    ch_versions = ch_versions.mix(SPLIT_FASTA.out.versions)
 
     // large unbinned contigs from SPLIT_FASTA for decompressing for MAG_DEPTHS,
     // first have to separate and re-group due to limitation of GUNZIP module
     ch_split_fasta_results_transposed = SPLIT_FASTA.out.unbinned.transpose()
 
     GUNZIP_BINS(ch_final_bins_for_gunzip)
-    ch_versions = ch_versions.mix(GUNZIP_BINS.out.versions.first())
+    ch_versions = ch_versions.mix(GUNZIP_BINS.out.versions)
 
     ch_binning_results_gunzipped = GUNZIP_BINS.out.gunzip.groupTuple(by: 0)
 
     GUNZIP_UNBINS(ch_split_fasta_results_transposed)
-    ch_versions = ch_versions.mix(GUNZIP_UNBINS.out.versions.first())
+    ch_versions = ch_versions.mix(GUNZIP_UNBINS.out.versions)
 
     ch_splitfasta_results_gunzipped = GUNZIP_UNBINS.out.gunzip.groupTuple(by: 0)
 
diff --git a/subworkflows/local/binning_preparation_longread/main.nf b/subworkflows/local/binning_preparation_longread/main.nf
index 069d63b74..546b72e7a 100644
--- a/subworkflows/local/binning_preparation_longread/main.nf
+++ b/subworkflows/local/binning_preparation_longread/main.nf
@@ -10,7 +10,7 @@ workflow LONGREAD_BINNING_PREPARATION {
     ch_versions = Channel.empty()
 
     MINIMAP2_ASSEMBLY_INDEX(ch_assemblies)
-    ch_versions = ch_versions.mix(MINIMAP2_ASSEMBLY_INDEX.out.versions.first())
+    ch_versions = ch_versions.mix(MINIMAP2_ASSEMBLY_INDEX.out.versions)
 
     if (params.binning_map_mode == 'all') {
         ch_minimap2_input = MINIMAP2_ASSEMBLY_INDEX.out.index
@@ -36,7 +36,7 @@ workflow LONGREAD_BINNING_PREPARATION {
     ch_minimap2_input_idx = ch_minimap2_input.map { _meta_idx, index, meta, _reads -> [meta, index] }
 
     MINIMAP2_ASSEMBLY_ALIGN(ch_minimap2_input_reads, ch_minimap2_input_idx, true, 'bai', false, false)
-    ch_versions = ch_versions.mix(MINIMAP2_ASSEMBLY_ALIGN.out.versions.first())
+    ch_versions = ch_versions.mix(MINIMAP2_ASSEMBLY_ALIGN.out.versions)
 
     ch_grouped_mappings_reads = MINIMAP2_ASSEMBLY_ALIGN.out.bam.groupTuple(by: 0)
     ch_grouped_mappings_index = MINIMAP2_ASSEMBLY_ALIGN.out.index.groupTuple(by: 0)
diff --git a/subworkflows/local/binning_preparation_shortread/main.nf b/subworkflows/local/binning_preparation_shortread/main.nf
index 143c08a35..e24e92e2f 100644
--- a/subworkflows/local/binning_preparation_shortread/main.nf
+++ b/subworkflows/local/binning_preparation_shortread/main.nf
@@ -15,7 +15,7 @@ workflow SHORTREAD_BINNING_PREPARATION {
     ch_versions = Channel.empty()
     // build bowtie2 index for all assemblies
     BOWTIE2_ASSEMBLY_BUILD(ch_assemblies)
-    ch_versions = ch_versions.mix(BOWTIE2_ASSEMBLY_BUILD.out.versions.first())
+    ch_versions = ch_versions.mix(BOWTIE2_ASSEMBLY_BUILD.out.versions)
 
     // combine assemblies with sample reads for binning depending on specified mapping mode
     if (params.binning_map_mode == 'all') {
@@ -45,7 +45,7 @@ workflow SHORTREAD_BINNING_PREPARATION {
     }
 
     BOWTIE2_ASSEMBLY_ALIGN(ch_bowtie2_input)
-    ch_versions = ch_versions.mix(BOWTIE2_ASSEMBLY_ALIGN.out.versions.first())
+    ch_versions = ch_versions.mix(BOWTIE2_ASSEMBLY_ALIGN.out.versions)
 
     // group mappings for one assembly
     ch_grouped_mappings = BOWTIE2_ASSEMBLY_ALIGN.out.mappings
diff --git a/subworkflows/local/binning_refinement/main.nf b/subworkflows/local/binning_refinement/main.nf
index a167cd9ee..59b323c36 100644
--- a/subworkflows/local/binning_refinement/main.nf
+++ b/subworkflows/local/binning_refinement/main.nf
@@ -40,19 +40,19 @@ workflow BINNING_REFINEMENT {
         maxbin2: it[0]['binner'] == 'MaxBin2'
         concoct: it[0]['binner'] == 'CONCOCT'
     }
-    ch_versions = ch_versions.mix(RENAME_PREDASTOOL.out.versions.first())
+    ch_versions = ch_versions.mix(RENAME_PREDASTOOL.out.versions)
 
 
     // Generate DASTool auxilary files
     DASTOOL_FASTATOCONTIG2BIN_METABAT2(ch_bins_for_fastatocontig2bin.metabat2, "fa")
-    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_METABAT2.out.versions.first())
+    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_METABAT2.out.versions)
 
     // MaxBin2 bin extension was changed to 'fa' as well in RENAME_PREDASTOOL
     DASTOOL_FASTATOCONTIG2BIN_MAXBIN2(ch_bins_for_fastatocontig2bin.maxbin2, "fa")
-    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_MAXBIN2.out.versions.first())
+    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_MAXBIN2.out.versions)
 
     DASTOOL_FASTATOCONTIG2BIN_CONCOCT(ch_bins_for_fastatocontig2bin.concoct, "fa")
-    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_CONCOCT.out.versions.first())
+    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_CONCOCT.out.versions)
 
     // Run DASTOOL
     ch_fastatocontig2bin_for_dastool = Channel.empty()
@@ -74,7 +74,7 @@ workflow BINNING_REFINEMENT {
 
     // Run DAStool
     DASTOOL_DASTOOL(ch_input_for_dastool, [], [])
-    ch_versions = ch_versions.mix(DASTOOL_DASTOOL.out.versions.first())
+    ch_versions = ch_versions.mix(DASTOOL_DASTOOL.out.versions)
 
     // Prepare bins for downstream analysis (separate from unbins, add 'binner' info and group)
     // use DASTool as 'binner' info allowing according grouping of refined bin sets,
@@ -102,7 +102,7 @@ workflow BINNING_REFINEMENT {
     }
 
     RENAME_POSTDASTOOL(ch_input_for_renamedastool)
-    ch_versions = ch_versions.mix(RENAME_POSTDASTOOL.out.versions.first())
+    ch_versions = ch_versions.mix(RENAME_POSTDASTOOL.out.versions)
 
     refined_unbins = RENAME_POSTDASTOOL.out.refined_unbins.map { meta, bin_list ->
         def meta_new = meta + [refinement: 'dastool_refined_unbinned']
diff --git a/subworkflows/local/catpack/main.nf b/subworkflows/local/catpack/main.nf
index b7236a045..443fadddf 100644
--- a/subworkflows/local/catpack/main.nf
+++ b/subworkflows/local/catpack/main.nf
@@ -29,7 +29,7 @@ workflow CATPACK {
     if (params.cat_db) {
         if (params.cat_db.endsWith('.tar.gz')) {
             CAT_DB_UNTAR([[id: 'cat_db'], file(params.cat_db, checkIfExists: true)])
-            ch_versions = ch_versions.mix(CAT_DB_UNTAR.out.versions.first())
+            ch_versions = ch_versions.mix(CAT_DB_UNTAR.out.versions)
 
             ch_cat_db_dir = CAT_DB_UNTAR.out.untar
         }
@@ -75,7 +75,7 @@ workflow CATPACK {
         [[:], []],
         '.fa',
     )
-    ch_versions = ch_versions.mix(CATPACK_BINS.out.versions.first())
+    ch_versions = ch_versions.mix(CATPACK_BINS.out.versions)
 
     CATPACK_ADDNAMES_BINS(CATPACK_BINS.out.bin2classification, ch_cat_db.taxonomy)
     ch_versions = ch_versions.mix(CATPACK_ADDNAMES_BINS.out.versions)
@@ -90,7 +90,7 @@ workflow CATPACK {
 
     if (!params.cat_allow_unofficial_lineages) {
         CATPACK_SUMMARISE_BINS(CATPACK_ADDNAMES_BINS.out.txt, [[:], []])
-        ch_versions = ch_versions.mix(CATPACK_SUMMARISE_BINS.out.versions.first())
+        ch_versions = ch_versions.mix(CATPACK_SUMMARISE_BINS.out.versions)
     }
 
     /*
@@ -107,10 +107,10 @@ workflow CATPACK {
             [[:], []],
             [[:], []],
         )
-        ch_versions = ch_versions.mix(CATPACK_UNBINS.out.versions.first())
+        ch_versions = ch_versions.mix(CATPACK_UNBINS.out.versions)
 
         CATPACK_ADDNAMES_UNBINS(CATPACK_UNBINS.out.contig2classification, ch_cat_db.taxonomy)
-        ch_versions = ch_versions.mix(CATPACK_ADDNAMES_UNBINS.out.versions.first())
+        ch_versions = ch_versions.mix(CATPACK_ADDNAMES_UNBINS.out.versions)
 
         if (!params.cat_allow_unofficial_lineages) {
             ch_unbin_classification = CATPACK_ADDNAMES_UNBINS.out.txt
@@ -121,7 +121,7 @@ workflow CATPACK {
                 }
 
             CATPACK_SUMMARISE_UNBINS(ch_unbin_classification.names, ch_unbin_classification.contigs)
-            ch_versions = ch_versions.mix(CATPACK_SUMMARISE_UNBINS.out.versions.first())
+            ch_versions = ch_versions.mix(CATPACK_SUMMARISE_UNBINS.out.versions)
         }
     }
 
diff --git a/subworkflows/local/depths/main.nf b/subworkflows/local/depths/main.nf
index bd253859f..608150170 100644
--- a/subworkflows/local/depths/main.nf
+++ b/subworkflows/local/depths/main.nf
@@ -48,7 +48,7 @@ workflow DEPTHS {
         }
 
     MAG_DEPTHS(ch_depth_input)
-    ch_versions = ch_versions.mix(MAG_DEPTHS.out.versions.first())
+    ch_versions = ch_versions.mix(MAG_DEPTHS.out.versions)
 
     // Plot bin depths heatmap for each assembly and mapped samples (according to `binning_map_mode`)
     // create file containing group information for all samples
@@ -63,7 +63,7 @@ workflow DEPTHS {
     }
 
     MAG_DEPTHS_PLOT(ch_mag_depths_plot, ch_sample_groups.collect())
-    ch_versions = ch_versions.mix(MAG_DEPTHS_PLOT.out.versions.first())
+    ch_versions = ch_versions.mix(MAG_DEPTHS_PLOT.out.versions)
 
     //Depth files that are coming from bins and failed binning refinement are concatenated per meta
     ch_mag_depth_out = MAG_DEPTHS.out.depths.collectFile(keepHeader: true) { meta, depth ->
@@ -71,7 +71,7 @@ workflow DEPTHS {
     }
 
     MAG_DEPTHS_SUMMARY(ch_mag_depth_out.collect())
-    ch_versions = ch_versions.mix(MAG_DEPTHS_SUMMARY.out.versions.first())
+    ch_versions = ch_versions.mix(MAG_DEPTHS_SUMMARY.out.versions)
 
     emit:
     depths_summary = MAG_DEPTHS_SUMMARY.out.summary
diff --git a/subworkflows/local/gtdbtk/main.nf b/subworkflows/local/gtdbtk/main.nf
index b3d7e8e1d..c3604e93c 100644
--- a/subworkflows/local/gtdbtk/main.nf
+++ b/subworkflows/local/gtdbtk/main.nf
@@ -53,7 +53,7 @@ workflow GTDBTK {
     if (val_gtdb.extension == 'gz') {
         // Expects to be tar.gz!
         ch_db_for_gtdbtk = GTDBTK_DB_PREPARATION(val_gtdb).db
-        ch_versions = ch_versions.mix(GTDBTK_DB_PREPARATION.out.versions.first())
+        ch_versions = ch_versions.mix(GTDBTK_DB_PREPARATION.out.versions)
     }
     else if (val_gtdb.isDirectory()) {
         ch_db_for_gtdbtk = [val_gtdb.simpleName, val_gtdb]
@@ -75,7 +75,7 @@ workflow GTDBTK {
         params.gtdbtk_pplacer_useram ? false : true,
         val_gtdb_mash,
     )
-    ch_versions = ch_versions.mix(GTDBTK_CLASSIFYWF.out.versions.first())
+    ch_versions = ch_versions.mix(GTDBTK_CLASSIFYWF.out.versions)
 
     GTDBTK_SUMMARY(
         ch_filtered_bins.discarded.map { it[1] }.collect().ifEmpty([]),
@@ -83,7 +83,7 @@ workflow GTDBTK {
         [],
         [],
     )
-    ch_versions = ch_versions.mix(GTDBTK_SUMMARY.out.versions.first())
+    ch_versions = ch_versions.mix(GTDBTK_SUMMARY.out.versions)
 
     emit:
     summary       = GTDBTK_SUMMARY.out.summary
diff --git a/subworkflows/local/hostremoval_longread/main.nf b/subworkflows/local/hostremoval_longread/main.nf
index d9958757a..a5f5aef97 100644
--- a/subworkflows/local/hostremoval_longread/main.nf
+++ b/subworkflows/local/hostremoval_longread/main.nf
@@ -28,26 +28,26 @@ workflow LONGREAD_HOSTREMOVAL {
         .first()
     // makes sure to only use the host fasta if the long read channel is not empty
     ch_minimap2_index = MINIMAP2_HOST_INDEX(ch_host_fasta_for_build).index
-    ch_versions = ch_versions.mix(MINIMAP2_HOST_INDEX.out.versions.first())
+    ch_versions = ch_versions.mix(MINIMAP2_HOST_INDEX.out.versions)
 
     MINIMAP2_HOST_ALIGN(ch_reads, ch_minimap2_index, true, 'bai', false, false)
     ch_minimap2_mapped = MINIMAP2_HOST_ALIGN.out.bam.map { meta, reads ->
         [meta, reads, []]
     }
-    ch_versions = ch_versions.mix(MINIMAP2_HOST_ALIGN.out.versions.first())
+    ch_versions = ch_versions.mix(MINIMAP2_HOST_ALIGN.out.versions)
 
     // Generate unmapped reads FASTQ for downstream taxprofiling
     SAMTOOLS_HOSTREMOVED_UNMAPPED(ch_minimap2_mapped)
-    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_UNMAPPED.out.versions.first())
+    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_UNMAPPED.out.versions)
 
     // Indexing whole BAM for host removal statistics
     SAMTOOLS_HOSTREMOVED_INDEX(MINIMAP2_HOST_ALIGN.out.bam)
-    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_INDEX.out.versions.first())
+    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_INDEX.out.versions)
 
     bam_bai = MINIMAP2_HOST_ALIGN.out.bam.join(SAMTOOLS_HOSTREMOVED_INDEX.out.bai)
 
     SAMTOOLS_HOSTREMOVED_STATS(bam_bai, ch_host_fasta_for_build)
-    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_STATS.out.versions.first())
+    ch_versions = ch_versions.mix(SAMTOOLS_HOSTREMOVED_STATS.out.versions)
     ch_multiqc_files = ch_multiqc_files.mix(SAMTOOLS_HOSTREMOVED_STATS.out.stats)
 
     emit:
diff --git a/subworkflows/local/preprocessing_longread/main.nf b/subworkflows/local/preprocessing_longread/main.nf
index 702650039..b3fd1943c 100644
--- a/subworkflows/local/preprocessing_longread/main.nf
+++ b/subworkflows/local/preprocessing_longread/main.nf
@@ -30,7 +30,7 @@ workflow LONGREAD_PREPROCESSING {
     NANOPLOT_RAW(
         ch_raw_long_reads
     )
-    ch_versions = ch_versions.mix(NANOPLOT_RAW.out.versions.first())
+    ch_versions = ch_versions.mix(NANOPLOT_RAW.out.versions)
 
     if (!params.assembly_input) {
         if (!params.skip_adapter_trimming && !val_skip_qc) {
@@ -38,7 +38,7 @@ workflow LONGREAD_PREPROCESSING {
                 PORECHOP_ABI(
                     ch_raw_long_reads
                 )
-                ch_versions = ch_versions.mix(PORECHOP_ABI.out.versions.first())
+                ch_versions = ch_versions.mix(PORECHOP_ABI.out.versions)
                 ch_long_reads = PORECHOP_ABI.out.reads
                 ch_multiqc_files = ch_multiqc_files.mix(PORECHOP_ABI.out.log)
             }
@@ -46,7 +46,7 @@ workflow LONGREAD_PREPROCESSING {
                 PORECHOP_PORECHOP(
                     ch_raw_long_reads
                 )
-                ch_versions = ch_versions.mix(PORECHOP_PORECHOP.out.versions.first())
+                ch_versions = ch_versions.mix(PORECHOP_PORECHOP.out.versions)
                 ch_long_reads = PORECHOP_PORECHOP.out.reads
                 ch_multiqc_files = ch_multiqc_files.mix(PORECHOP_PORECHOP.out.log)
             }
@@ -60,7 +60,7 @@ workflow LONGREAD_PREPROCESSING {
                 ch_long_reads,
                 ch_lambda_db,
             )
-            ch_versions = ch_versions.mix(NANOLYSE.out.versions.first())
+            ch_versions = ch_versions.mix(NANOLYSE.out.versions)
             ch_long_reads = NANOLYSE.out.fastq
         }
         if (!params.skip_longread_filtering && !val_skip_qc) {
@@ -78,7 +78,7 @@ workflow LONGREAD_PREPROCESSING {
                 FILTLONG(
                     ch_short_and_long_reads
                 )
-                ch_versions = ch_versions.mix(FILTLONG.out.versions.first())
+                ch_versions = ch_versions.mix(FILTLONG.out.versions)
                 ch_long_reads = FILTLONG.out.reads
                 ch_multiqc_files = ch_multiqc_files.mix(FILTLONG.out.log)
             }
@@ -87,7 +87,7 @@ workflow LONGREAD_PREPROCESSING {
                     ch_long_reads,
                     'fastq.gz',
                 )
-                ch_versions = ch_versions.mix(NANOQ.out.versions.first())
+                ch_versions = ch_versions.mix(NANOQ.out.versions)
                 ch_long_reads = NANOQ.out.reads
                 ch_multiqc_files = ch_multiqc_files.mix(NANOQ.out.stats)
             }
@@ -96,7 +96,7 @@ workflow LONGREAD_PREPROCESSING {
                     ch_long_reads,
                     ch_lambda_db,
                 )
-                ch_versions = ch_versions.mix(CHOPPER.out.versions.first())
+                ch_versions = ch_versions.mix(CHOPPER.out.versions)
                 ch_long_reads = CHOPPER.out.fastq
             }
         }
@@ -122,7 +122,7 @@ workflow LONGREAD_PREPROCESSING {
                 NANOPLOT_FILTERED(
                     ch_long_reads
                 )
-                ch_versions = ch_versions.mix(NANOPLOT_FILTERED.out.versions.first())
+                ch_versions = ch_versions.mix(NANOPLOT_FILTERED.out.versions)
             }
         }
 
@@ -138,7 +138,7 @@ workflow LONGREAD_PREPROCESSING {
                 cat: reads.size() >= 2
                 skip_cat: true
             }
-        ch_versions = ch_versions.mix(CAT_FASTQ_LONGREADS.out.versions.first())
+        ch_versions = ch_versions.mix(CAT_FASTQ_LONGREADS.out.versions)
         CAT_FASTQ_LONGREADS(ch_long_reads_forcat.cat.map { meta, reads -> [meta, reads.flatten()] })
 
         ch_long_reads = CAT_FASTQ_LONGREADS.out.reads.mix(ch_long_reads_forcat.skip_cat.map { meta, reads -> [meta, reads[0]] })
diff --git a/subworkflows/local/preprocessing_shortread/main.nf b/subworkflows/local/preprocessing_shortread/main.nf
index 1636800a2..bb29b73a4 100644
--- a/subworkflows/local/preprocessing_shortread/main.nf
+++ b/subworkflows/local/preprocessing_shortread/main.nf
@@ -32,7 +32,7 @@ workflow SHORTREAD_PREPROCESSING {
     FASTQC_RAW(
         ch_raw_short_reads
     )
-    ch_versions = ch_versions.mix(FASTQC_RAW.out.versions.first())
+    ch_versions = ch_versions.mix(FASTQC_RAW.out.versions)
     ch_multiqc_files = ch_multiqc_files.mix(FASTQC_RAW.out.zip)
 
     if (!params.skip_clipping && !val_skip_qc) {
@@ -43,7 +43,7 @@ workflow SHORTREAD_PREPROCESSING {
                 params.fastp_save_trimmed_fail,
                 [],
             )
-            ch_versions = ch_versions.mix(FASTP.out.versions.first())
+            ch_versions = ch_versions.mix(FASTP.out.versions)
             ch_short_reads_prepped = FASTP.out.reads
             ch_multiqc_files = ch_multiqc_files.mix(FASTP.out.json)
         }
@@ -57,9 +57,9 @@ workflow SHORTREAD_PREPROCESSING {
             }
 
             ADAPTERREMOVAL_PE(ch_adapterremoval_in.paired, [])
-            ch_versions = ch_versions.mix(ADAPTERREMOVAL_PE.out.versions.first())
+            ch_versions = ch_versions.mix(ADAPTERREMOVAL_PE.out.versions)
             ADAPTERREMOVAL_SE(ch_adapterremoval_in.single, [])
-            ch_versions = ch_versions.mix(ADAPTERREMOVAL_SE.out.versions.first())
+            ch_versions = ch_versions.mix(ADAPTERREMOVAL_SE.out.versions)
 
             ch_short_reads_prepped = Channel.empty()
             ch_short_reads_prepped = ch_short_reads_prepped.mix(ADAPTERREMOVAL_SE.out.singles_truncated, ADAPTERREMOVAL_PE.out.paired_truncated)
@@ -70,7 +70,7 @@ workflow SHORTREAD_PREPROCESSING {
         else if (params.clip_tool == 'trimmomatic') {
 
             TRIMMOMATIC(ch_raw_short_reads)
-            ch_versions = ch_versions.mix(TRIMMOMATIC.out.versions.first())
+            ch_versions = ch_versions.mix(TRIMMOMATIC.out.versions)
 
             ch_short_reads_prepped = Channel.empty()
             ch_short_reads_prepped = TRIMMOMATIC.out.trimmed_reads
@@ -97,7 +97,7 @@ workflow SHORTREAD_PREPROCESSING {
             BOWTIE2_HOST_REMOVAL_BUILD(
                 ch_host_fasta_for_build
             )
-            ch_versions = ch_versions.mix(BOWTIE2_HOST_REMOVAL_BUILD.out.versions.first())
+            ch_versions = ch_versions.mix(BOWTIE2_HOST_REMOVAL_BUILD.out.versions)
 
             ch_host_bowtie2index = BOWTIE2_HOST_REMOVAL_BUILD.out.index
         }
@@ -111,7 +111,7 @@ workflow SHORTREAD_PREPROCESSING {
             ch_short_reads_prepped,
             ch_host_bowtie2index,
         )
-        ch_versions = ch_versions.mix(BOWTIE2_HOST_REMOVAL_ALIGN.out.versions.first())
+        ch_versions = ch_versions.mix(BOWTIE2_HOST_REMOVAL_ALIGN.out.versions)
 
         ch_short_reads_hostremoved = BOWTIE2_HOST_REMOVAL_ALIGN.out.reads
         ch_multiqc_files = ch_multiqc_files.mix(BOWTIE2_HOST_REMOVAL_ALIGN.out.log)
@@ -130,13 +130,13 @@ workflow SHORTREAD_PREPROCESSING {
         BOWTIE2_PHIX_REMOVAL_BUILD(
             ch_phix_fasta_for_build
         )
-        ch_versions = ch_versions.mix(BOWTIE2_PHIX_REMOVAL_BUILD.out.versions.first())
+        ch_versions = ch_versions.mix(BOWTIE2_PHIX_REMOVAL_BUILD.out.versions)
 
         BOWTIE2_PHIX_REMOVAL_ALIGN(
             ch_short_reads_hostremoved,
             BOWTIE2_PHIX_REMOVAL_BUILD.out.index,
         )
-        ch_versions = ch_versions.mix(BOWTIE2_PHIX_REMOVAL_ALIGN.out.versions.first())
+        ch_versions = ch_versions.mix(BOWTIE2_PHIX_REMOVAL_ALIGN.out.versions)
 
         ch_short_reads_phixremoved = BOWTIE2_PHIX_REMOVAL_ALIGN.out.reads
         ch_multiqc_files = ch_multiqc_files.mix(BOWTIE2_PHIX_REMOVAL_ALIGN.out.log)
@@ -174,7 +174,7 @@ workflow SHORTREAD_PREPROCESSING {
         }
 
     CAT_FASTQ(ch_short_reads_forcat.cat.map { meta, reads -> [meta, reads.flatten()] })
-    ch_versions = ch_versions.mix(CAT_FASTQ.out.versions.first())
+    ch_versions = ch_versions.mix(CAT_FASTQ.out.versions)
 
 
     // Ensure we don't have nests of nests so that structure is in form expected for assembly
@@ -195,7 +195,7 @@ workflow SHORTREAD_PREPROCESSING {
             SEQTK_MERGEPE(
                 ch_short_reads.filter { !it[0].single_end }
             )
-            ch_versions = ch_versions.mix(SEQTK_MERGEPE.out.versions.first())
+            ch_versions = ch_versions.mix(SEQTK_MERGEPE.out.versions)
             // Combine the interleaved pairs with any single end libraries. Set the meta.single_end to true (used by the bbnorm module).
             ch_bbnorm = SEQTK_MERGEPE.out.reads
                 .mix(ch_short_reads.filter { it[0].single_end })
@@ -206,7 +206,7 @@ workflow SHORTREAD_PREPROCESSING {
             ch_bbnorm = ch_short_reads
         }
         BBMAP_BBNORM(ch_bbnorm)
-        ch_versions = ch_versions.mix(BBMAP_BBNORM.out.versions.first())
+        ch_versions = ch_versions.mix(BBMAP_BBNORM.out.versions)
         ch_short_reads_assembly = BBMAP_BBNORM.out.fastq
     }
     else {
diff --git a/subworkflows/local/tiara/main.nf b/subworkflows/local/tiara/main.nf
index 08bcb6c35..9eac84e33 100644
--- a/subworkflows/local/tiara/main.nf
+++ b/subworkflows/local/tiara/main.nf
@@ -27,11 +27,11 @@ workflow TIARA {
     ch_tiara_input = ch_bins.mix(ch_unbins)
 
     TIARA_TIARA(ch_assemblies)
-    ch_versions = ch_versions.mix(TIARA_TIARA.out.versions.first())
+    ch_versions = ch_versions.mix(TIARA_TIARA.out.versions)
 
     // Need contig2bin file for each bin group
     DASTOOL_FASTATOCONTIG2BIN_TIARA(ch_tiara_input, 'fa')
-    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_TIARA.out.versions.first())
+    ch_versions = ch_versions.mix(DASTOOL_FASTATOCONTIG2BIN_TIARA.out.versions)
 
     // Need to per-assembly Tiara classifications to their bins
     // Have to remove binner information from the meta map to do this
@@ -49,7 +49,7 @@ workflow TIARA {
         }
 
     TIARA_CLASSIFY(ch_tiara_classify_input)
-    ch_versions = ch_versions.mix(TIARA_CLASSIFY.out.versions.first())
+    ch_versions = ch_versions.mix(TIARA_CLASSIFY.out.versions)
 
     ch_eukarya_bins = TIARA_CLASSIFY.out.eukarya_bins.map { meta, bin_list ->
         def meta_new = meta + [domain: 'eukarya']
@@ -115,7 +115,7 @@ workflow TIARA {
         }
 
     TIARA_SUMMARY(ch_bin_classifications, 'tsv', 'tsv')
-    ch_versions = ch_versions.mix(TIARA_SUMMARY.out.versions.first())
+    ch_versions = ch_versions.mix(TIARA_SUMMARY.out.versions)
 
     emit:
     classified_bins   = ch_classified_bins
diff --git a/subworkflows/local/virus_identification/main.nf b/subworkflows/local/virus_identification/main.nf
index 61203e536..bbdcc876d 100644
--- a/subworkflows/local/virus_identification/main.nf
+++ b/subworkflows/local/virus_identification/main.nf
@@ -16,7 +16,7 @@ workflow VIRUS_IDENTIFICATION {
 
     if (params.genomad_db && ch_genomad_db.extension == 'gz') {
         GENOMAD_UNTAR([[id: 'db'], ch_genomad_db])
-        ch_versions = ch_versions.mix(GENOMAD_UNTAR.out.versions.first())
+        ch_versions = ch_versions.mix(GENOMAD_UNTAR.out.versions)
         ch_db_for_genomad = GENOMAD_UNTAR.out.untar.map { _meta, db -> [db] }
     }
     else if (params.genomad_db) {
@@ -24,11 +24,11 @@ workflow VIRUS_IDENTIFICATION {
     }
     else {
         ch_db_for_genomad = GENOMAD_DOWNLOAD().genomad_db
-        ch_versions = ch_versions.mix(GENOMAD_DOWNLOAD.out.versions.first())
+        ch_versions = ch_versions.mix(GENOMAD_DOWNLOAD.out.versions)
     }
 
     ch_identified_viruses = GENOMAD_ENDTOEND(ch_assemblies, ch_db_for_genomad).virus_fasta
-    ch_versions = ch_versions.mix(GENOMAD_ENDTOEND.out.versions.first())
+    ch_versions = ch_versions.mix(GENOMAD_ENDTOEND.out.versions)
 
     emit:
     identified_viruses = ch_identified_viruses
diff --git a/workflows/mag.nf b/workflows/mag.nf
index 411d7bd26..f6e3146a5 100644
--- a/workflows/mag.nf
+++ b/workflows/mag.nf
@@ -120,7 +120,7 @@ workflow MAG {
     // Get mmseqs db for MetaEuk if requested
     if (!params.skip_metaeuk && params.metaeuk_mmseqs_db) {
         MMSEQS_DATABASES(params.metaeuk_mmseqs_db)
-        ch_versions = ch_versions.mix(MMSEQS_DATABASES.out.versions.first())
+        ch_versions = ch_versions.mix(MMSEQS_DATABASES.out.versions)
         ch_metaeuk_db = MMSEQS_DATABASES.out.database
     }
 
@@ -193,7 +193,7 @@ workflow MAG {
         }
 
         GUNZIP_ASSEMBLYINPUT(ch_assemblies_split.gzipped)
-        ch_versions = ch_versions.mix(GUNZIP_ASSEMBLYINPUT.out.versions.first())
+        ch_versions = ch_versions.mix(GUNZIP_ASSEMBLYINPUT.out.versions)
 
         ch_assemblies = Channel.empty()
         ch_assemblies = ch_assemblies.mix(ch_assemblies_split.ungzip, GUNZIP_ASSEMBLYINPUT.out.gunzip)
@@ -203,7 +203,7 @@ workflow MAG {
 
     if (!params.skip_quast) {
         QUAST(ch_assemblies)
-        ch_versions = ch_versions.mix(QUAST.out.versions.first())
+        ch_versions = ch_versions.mix(QUAST.out.versions)
     }
 
     /*
@@ -217,7 +217,7 @@ workflow MAG {
             ch_assemblies,
             'gff',
         )
-        ch_versions = ch_versions.mix(PRODIGAL.out.versions.first())
+        ch_versions = ch_versions.mix(PRODIGAL.out.versions)
     }
 
     /*
@@ -400,12 +400,12 @@ workflow MAG {
                 }
 
             QUAST_BINS(ch_input_for_quast_bins)
-            ch_versions = ch_versions.mix(QUAST_BINS.out.versions.first())
+            ch_versions = ch_versions.mix(QUAST_BINS.out.versions)
             ch_quast_bin_summary = QUAST_BINS.out.quast_bin_summaries.collectFile(keepHeader: true) { meta, summary ->
                 ["${meta.id}.tsv", summary]
             }
             QUAST_BINS_SUMMARY(ch_quast_bin_summary.collect())
-            ch_versions = ch_versions.mix(QUAST_BINS_SUMMARY.out.versions.first())
+            ch_versions = ch_versions.mix(QUAST_BINS_SUMMARY.out.versions)
 
             ch_quast_bins_summary = QUAST_BINS_SUMMARY.out.summary
         }
@@ -459,7 +459,7 @@ workflow MAG {
                 ch_catpack_summary.ifEmpty([]),
                 params.binqc_tool,
             )
-            ch_versions = ch_versions.mix(BIN_SUMMARY.out.versions.first())
+            ch_versions = ch_versions.mix(BIN_SUMMARY.out.versions)
         }
 
         /*
@@ -482,7 +482,7 @@ workflow MAG {
                 [],
                 [],
             )
-            ch_versions = ch_versions.mix(PROKKA.out.versions.first())
+            ch_versions = ch_versions.mix(PROKKA.out.versions)
         }
 
         if (!params.skip_metaeuk && (params.metaeuk_db || params.metaeuk_mmseqs_db)) {
@@ -497,7 +497,7 @@ workflow MAG {
                 }
 
             METAEUK_EASYPREDICT(ch_bins_for_metaeuk, ch_metaeuk_db)
-            ch_versions = ch_versions.mix(METAEUK_EASYPREDICT.out.versions.first())
+            ch_versions = ch_versions.mix(METAEUK_EASYPREDICT.out.versions)
         }
     }
 

From 7e0784812a40f6b94e21d0106e4d539920400de9 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 22 Aug 2025 15:08:34 +0200
Subject: [PATCH 085/288] Use simplified corutils version catch from
 @mahesh-panchal

---
 modules/local/adjust_maxbin2_ext/main.nf     |  2 +-
 modules/local/dastool_rename_post/main.nf    |  2 +-
 modules/local/dastool_rename_pre/main.nf     |  2 +-
 subworkflows/local/assembly_longread/main.nf | 39 +++++++++++++-------
 4 files changed, 29 insertions(+), 16 deletions(-)

diff --git a/modules/local/adjust_maxbin2_ext/main.nf b/modules/local/adjust_maxbin2_ext/main.nf
index 701ebc895..ab0cb2b69 100644
--- a/modules/local/adjust_maxbin2_ext/main.nf
+++ b/modules/local/adjust_maxbin2_ext/main.nf
@@ -27,7 +27,7 @@ process ADJUST_MAXBIN2_EXT {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        coreutils: \$(apt-cache policy coreutils | grep Installed | xargs | cut -d ' ' -f 2)
+        coreutils: \$(apt-cache policy coreutils | sed '2!d; s/.* //'
     END_VERSIONS
     """
 }
diff --git a/modules/local/dastool_rename_post/main.nf b/modules/local/dastool_rename_post/main.nf
index b6334b53b..c6fc96e40 100644
--- a/modules/local/dastool_rename_post/main.nf
+++ b/modules/local/dastool_rename_post/main.nf
@@ -23,7 +23,7 @@ process RENAME_POSTDASTOOL {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        coreutils: \$(apt-cache policy coreutils | grep Installed | xargs | cut -d ' ' -f 2)
+        coreutils: \$(apt-cache policy coreutils | sed '2!d; s/.* //')
     END_VERSIONS
     """
 }
diff --git a/modules/local/dastool_rename_pre/main.nf b/modules/local/dastool_rename_pre/main.nf
index 84955dae7..2ec47313d 100644
--- a/modules/local/dastool_rename_pre/main.nf
+++ b/modules/local/dastool_rename_pre/main.nf
@@ -31,7 +31,7 @@ process RENAME_PREDASTOOL {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        coreutils: \$(apt-cache policy coreutils | grep Installed | xargs | cut -d ' ' -f 2)
+        coreutils: \$(apt-cache policy coreutils | sed '2!d; s/.* //')
     END_VERSIONS
     """
 }
diff --git a/subworkflows/local/assembly_longread/main.nf b/subworkflows/local/assembly_longread/main.nf
index c326bafde..a41c41bc4 100644
--- a/subworkflows/local/assembly_longread/main.nf
+++ b/subworkflows/local/assembly_longread/main.nf
@@ -16,14 +16,24 @@ workflow LONGREAD_ASSEMBLY {
     if (!params.skip_flye) {
 
         ch_long_reads_flye_input = ch_long_reads.multiMap { meta, reads ->
+            def fly_mode = ""
+            if (meta.lr_platform == "OXFORD_NANOPORE") {
+                fly_mode = "nt"
+            }
+            else if (meta.lr_platform == "NANOPORE_HQ") {
+                fly_mode = "ont"
+            }
+            else if (meta.lr_platform == "PACBIO_HIFI") {
+                fly_mode = "hifi"
+            }
+            else if (meta.lr_platform == "PACBIO_CLR") {
+                fly_mode = "hifi"
+            }
+            else {
+                log.error("[nf-core/mag]: ERROR - unknown lr_platform provided to Flye!")
+            }
             reads: [meta, reads]
-            mode: meta.lr_platform == "OXFORD_NANOPORE"
-                ? "--nano-raw"
-                : meta.lr_platform == "OXFORD_NANOPORE_HQ"
-                    ? "--nano-hq"
-                    : meta.lr_platform == "PACBIO_HIFI"
-                        ? "--pacbio-hifi"
-                        : meta.lr_platform == "PACBIO_CLR" ? "--pacbio-raw" : []
+            mode: fly_mode
         }
 
         FLYE(
@@ -42,21 +52,24 @@ workflow LONGREAD_ASSEMBLY {
     if (!params.skip_metamdbg) {
 
         ch_long_reads_metamdbg_input = ch_long_reads.multiMap { meta, reads ->
-            fly_mode = ""
+            def metamdbg_mode = ""
             if (meta.lr_platform == "OXFORD_NANOPORE") {
-                def fly_mode = "nt"
+                metamdbg_mode = "nt"
             }
             else if (meta.lr_platform == "NANOPORE_HQ") {
-                def fly_mode = "ont"
+                metamdbg_mode = "ont"
             }
             else if (meta.lr_platform == "PACBIO_HIFI") {
-                def fly_mode = "hifi"
+                metamdbg_mode = "hifi"
             }
             else if (meta.lr_platform == "PACBIO_CLR") {
-                def fly_mode = "hifi"
+                metamdbg_mode = "hifi"
+            }
+            else {
+                log.error("[nf-core/mag]: ERROR - unknown lr_platform provided to MetaMDBG!")
             }
             reads: [meta, reads]
-            mode: fly_mode
+            mode: metamdbg_mode
         }
 
         METAMDBG_ASM(

From 0928873ee968a9d7010d77283c2285f7ee2c7741 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 22 Aug 2025 15:10:05 +0200
Subject: [PATCH 086/288] Fix wrong version placement

---
 subworkflows/local/preprocessing_longread/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/subworkflows/local/preprocessing_longread/main.nf b/subworkflows/local/preprocessing_longread/main.nf
index b3fd1943c..6bf6d2f08 100644
--- a/subworkflows/local/preprocessing_longread/main.nf
+++ b/subworkflows/local/preprocessing_longread/main.nf
@@ -138,8 +138,8 @@ workflow LONGREAD_PREPROCESSING {
                 cat: reads.size() >= 2
                 skip_cat: true
             }
-        ch_versions = ch_versions.mix(CAT_FASTQ_LONGREADS.out.versions)
         CAT_FASTQ_LONGREADS(ch_long_reads_forcat.cat.map { meta, reads -> [meta, reads.flatten()] })
+        ch_versions = ch_versions.mix(CAT_FASTQ_LONGREADS.out.versions)
 
         ch_long_reads = CAT_FASTQ_LONGREADS.out.reads.mix(ch_long_reads_forcat.skip_cat.map { meta, reads -> [meta, reads[0]] })
     }

From c8f41e5a6f8362285e9bab6df66e4742d104f12a Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 25 Aug 2025 13:24:39 +0200
Subject: [PATCH 087/288] Use correct flags for flye and update some snapshots

---
 subworkflows/local/assembly_longread/main.nf |  8 ++--
 tests/test_minimal.nf.test.snap              |  7 ++-
 tests/test_single_end.nf.test.snap           | 45 ++++++++++++++++++--
 3 files changed, 51 insertions(+), 9 deletions(-)

diff --git a/subworkflows/local/assembly_longread/main.nf b/subworkflows/local/assembly_longread/main.nf
index a41c41bc4..ab327cd1b 100644
--- a/subworkflows/local/assembly_longread/main.nf
+++ b/subworkflows/local/assembly_longread/main.nf
@@ -18,16 +18,16 @@ workflow LONGREAD_ASSEMBLY {
         ch_long_reads_flye_input = ch_long_reads.multiMap { meta, reads ->
             def fly_mode = ""
             if (meta.lr_platform == "OXFORD_NANOPORE") {
-                fly_mode = "nt"
+                fly_mode = "--nano-raw"
             }
             else if (meta.lr_platform == "NANOPORE_HQ") {
-                fly_mode = "ont"
+                fly_mode = "--nano-hq"
             }
             else if (meta.lr_platform == "PACBIO_HIFI") {
-                fly_mode = "hifi"
+                fly_mode = "--pacbio-hifi"
             }
             else if (meta.lr_platform == "PACBIO_CLR") {
-                fly_mode = "hifi"
+                fly_mode = "--pacbio-raw"
             }
             else {
                 log.error("[nf-core/mag]: ERROR - unknown lr_platform provided to Flye!")
diff --git a/tests/test_minimal.nf.test.snap b/tests/test_minimal.nf.test.snap
index 1f5f24c76..121dec8ae 100644
--- a/tests/test_minimal.nf.test.snap
+++ b/tests/test_minimal.nf.test.snap
@@ -31,6 +31,9 @@
                 "BOWTIE2_PHIX_REMOVAL_ALIGN": {
                     "bowtie2": "2.4.2"
                 },
+                "BOWTIE2_PHIX_REMOVAL_BUILD": {
+                    "bowtie2": "2.4.2"
+                },
                 "FASTQC_RAW": {
                     "fastqc": "0.12.1"
                 },
@@ -44,9 +47,9 @@
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.3"
+            "nextflow": "25.04.6"
         },
-        "timestamp": "2025-06-12T09:58:29.858389008"
+        "timestamp": "2025-08-25T10:27:52.8321637"
     },
     "multiqc": {
         "content": [
diff --git a/tests/test_single_end.nf.test.snap b/tests/test_single_end.nf.test.snap
index 2b73b4b4f..1a9729c21 100644
--- a/tests/test_single_end.nf.test.snap
+++ b/tests/test_single_end.nf.test.snap
@@ -1,25 +1,46 @@
 {
     "-profile test_single_end": {
         "content": [
-            157,
+            154,
             {
                 "ADAPTERREMOVAL_SE": {
                     "adapterremoval": "2.3.2"
                 },
+                "ADJUST_MAXBIN2_EXT": {
+                    "coreutils": null
+                },
                 "BCFTOOLS_CONSENSUS": {
                     "bcftools": 1.17
                 },
+                "BCFTOOLS_INDEX_POST": {
+                    "bcftools": 1.17
+                },
+                "BCFTOOLS_INDEX_PRE": {
+                    "bcftools": 1.17
+                },
+                "BCFTOOLS_VIEW": {
+                    "bcftools": 1.17
+                },
                 "BOWTIE2_ASSEMBLY_ALIGN": {
                     "bowtie2": "2.4.2",
                     "samtools": 1.11,
                     "pigz": "2.3.4"
                 },
+                "BOWTIE2_ASSEMBLY_BUILD": {
+                    "bowtie2": "2.4.2"
+                },
                 "BOWTIE2_HOST_REMOVAL_ALIGN": {
                     "bowtie2": "2.4.2"
                 },
+                "BOWTIE2_HOST_REMOVAL_BUILD": {
+                    "bowtie2": "2.4.2"
+                },
                 "BOWTIE2_PHIX_REMOVAL_ALIGN": {
                     "bowtie2": "2.4.2"
                 },
+                "BOWTIE2_PHIX_REMOVAL_BUILD": {
+                    "bowtie2": "2.4.2"
+                },
                 "CATPACK_ADDNAMES_BINS": {
                     "catpack": 6.0
                 },
@@ -29,12 +50,18 @@
                 "CATPACK_SUMMARISE_BINS": {
                     "catpack": 6.0
                 },
+                "CAT_DB_UNTAR": {
+                    "untar": 1.34
+                },
                 "CHECKM_LINEAGEWF": {
                     "checkm": "1.2.3"
                 },
                 "CHECKM_QA": {
                     "checkm": "1.2.3"
                 },
+                "CHECKM_UNTAR": {
+                    "untar": 1.34
+                },
                 "CONCAT_BINQC_TSV": {
                     "csvtk": "0.31.0"
                 },
@@ -74,6 +101,9 @@
                 "GENOMAD_UNTAR": {
                     "untar": 1.34
                 },
+                "GTDBTK_DB_PREPARATION": {
+                    "tar": 1.3
+                },
                 "GUNZIP_BINS": {
                     "gunzip": 1.13
                 },
@@ -110,6 +140,9 @@
                 "PYDAMAGE_ANALYZE": {
                     "pydamage": 1.0
                 },
+                "PYDAMAGE_FILTER": {
+                    "pydamage": 1.0
+                },
                 "QUAST": {
                     "python": "3.7.6",
                     "metaquast": "5.0.2"
@@ -118,6 +151,12 @@
                     "python": "3.7.6",
                     "metaquast": "5.0.2"
                 },
+                "QUAST_BINS_SUMMARY": {
+                    "sed": 4.7
+                },
+                "SEQKIT_STATS": {
+                    "seqkit": "2.9.0"
+                },
                 "SPLIT_FASTA": {
                     "python": "3.6.7",
                     "biopython": "1.7.4",
@@ -130,8 +169,8 @@
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.3"
+            "nextflow": "25.04.6"
         },
-        "timestamp": "2025-06-21T10:12:32.338161413"
+        "timestamp": "2025-08-25T10:39:40.884610567"
     }
 }
\ No newline at end of file

From 2ef408e03cb200d597d18dc3c4b72d49537f62d8 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 25 Aug 2025 13:24:57 +0200
Subject: [PATCH 088/288] Typo fix for metaMDG option

---
 subworkflows/local/assembly_longread/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/subworkflows/local/assembly_longread/main.nf b/subworkflows/local/assembly_longread/main.nf
index ab327cd1b..516264c7d 100644
--- a/subworkflows/local/assembly_longread/main.nf
+++ b/subworkflows/local/assembly_longread/main.nf
@@ -54,7 +54,7 @@ workflow LONGREAD_ASSEMBLY {
         ch_long_reads_metamdbg_input = ch_long_reads.multiMap { meta, reads ->
             def metamdbg_mode = ""
             if (meta.lr_platform == "OXFORD_NANOPORE") {
-                metamdbg_mode = "nt"
+                metamdbg_mode = "ont"
             }
             else if (meta.lr_platform == "NANOPORE_HQ") {
                 metamdbg_mode = "ont"

From 8aa3112d9e26017da9f225c3eba2d52955f604f2 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 25 Aug 2025 17:35:01 +0200
Subject: [PATCH 089/288] Fix autoformatting

---
 subworkflows/local/gtdbtk/main.nf    |  2 +-
 tests/default.nf.test.snap           | 34 ++++++++++++++++++-
 tests/test_alternatives.nf.test.snap | 49 +++++++++++++++++++---------
 tests/test_single_end.nf.test.snap   | 12 +++++--
 4 files changed, 78 insertions(+), 19 deletions(-)

diff --git a/subworkflows/local/gtdbtk/main.nf b/subworkflows/local/gtdbtk/main.nf
index c3604e93c..5851b364d 100644
--- a/subworkflows/local/gtdbtk/main.nf
+++ b/subworkflows/local/gtdbtk/main.nf
@@ -29,7 +29,7 @@ workflow GTDBTK {
         .map { row -> qc_columns[params.binqc_tool].collect { col -> row[col] } }
         .filter { row -> row[1] != '' }
         .map { row ->
-            row = [row[0]] + row[1..2].collect { value -> Number.parseDouble("${value}") }
+            row = [row[0]] + row[1..2].collect { value -> "${value}".toDouble() }
             // CheckM / CheckM2 removes the .fa extension from the bin name
             if (params.binqc_tool in ['checkm', 'checkm2']) {
                 row[0] = row[0] + '.fa'
diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index 3e46e7a8c..ec4ceac8e 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -3,17 +3,33 @@
         "content": [
             170,
             {
+                "ADJUST_MAXBIN2_EXT": {
+                    "coreutils": null
+                },
+                "BIN_SUMMARY": {
+                    "python": "3.10.6",
+                    "pandas": "1.4.3"
+                },
                 "BOWTIE2_ASSEMBLY_ALIGN": {
                     "bowtie2": "2.4.2",
                     "samtools": 1.11,
                     "pigz": "2.3.4"
                 },
+                "BOWTIE2_ASSEMBLY_BUILD": {
+                    "bowtie2": "2.4.2"
+                },
                 "BOWTIE2_PHIX_REMOVAL_ALIGN": {
                     "bowtie2": "2.4.2"
                 },
+                "BOWTIE2_PHIX_REMOVAL_BUILD": {
+                    "bowtie2": "2.4.2"
+                },
                 "BUSCO_BUSCO": {
                     "busco": "6.0.0"
                 },
+                "BUSCO_UNTAR": {
+                    "untar": 1.34
+                },
                 "CATPACK_ADDNAMES_BINS": {
                     "catpack": 6.0
                 },
@@ -23,6 +39,9 @@
                 "CATPACK_SUMMARISE_BINS": {
                     "catpack": 6.0
                 },
+                "CAT_DB_UNTAR": {
+                    "untar": 1.34
+                },
                 "CAT_FASTQ": {
                     "cat": 9.5
                 },
@@ -44,6 +63,13 @@
                 "GTDBTK_CLASSIFYWF": {
                     "gtdbtk": "2.4.0"
                 },
+                "GTDBTK_DB_PREPARATION": {
+                    "tar": 1.3
+                },
+                "GTDBTK_SUMMARY": {
+                    "python": "3.10.6",
+                    "pandas": "1.4.3"
+                },
                 "GUNZIP_BINS": {
                     "gunzip": 1.13
                 },
@@ -96,6 +122,12 @@
                     "python": "3.7.6",
                     "metaquast": "5.0.2"
                 },
+                "QUAST_BINS_SUMMARY": {
+                    "sed": 4.7
+                },
+                "SEQKIT_STATS": {
+                    "seqkit": "2.9.0"
+                },
                 "SPLIT_FASTA": {
                     "python": "3.6.7",
                     "biopython": "1.7.4",
@@ -110,6 +142,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-07-16T15:19:38.136397934"
+        "timestamp": "2025-08-25T16:18:10.491284064"
     }
 }
\ No newline at end of file
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index 9086f9b7e..3d4c0c9f6 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -1,16 +1,41 @@
 {
+    "checkm2_diamond_results": {
+        "content": [
+            [
+                806
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-08-21T06:18:59.114965285"
+    },
     "-profile test_alternatives": {
         "content": [
             41,
             {
+                "BIN_SUMMARY": {
+                    "python": "3.10.6",
+                    "pandas": "1.4.3"
+                },
                 "BOWTIE2_ASSEMBLY_ALIGN": {
                     "bowtie2": "2.4.2",
                     "samtools": 1.11,
                     "pigz": "2.3.4"
                 },
+                "BOWTIE2_ASSEMBLY_BUILD": {
+                    "bowtie2": "2.4.2"
+                },
                 "BOWTIE2_PHIX_REMOVAL_ALIGN": {
                     "bowtie2": "2.4.2"
                 },
+                "BOWTIE2_PHIX_REMOVAL_BUILD": {
+                    "bowtie2": "2.4.2"
+                },
+                "CHECKM2_DATABASEDOWNLOAD": {
+                    "aria2": "1.37.0"
+                },
                 "CHECKM2_PREDICT": {
                     "checkm2": "1.1.0"
                 },
@@ -54,11 +79,17 @@
                 "METABAT2_METABAT2": {
                     "metabat2": 2.17
                 },
+                "SEQKIT_STATS": {
+                    "seqkit": "2.9.0"
+                },
                 "SPLIT_FASTA": {
                     "python": "3.6.7",
                     "biopython": "1.7.4",
                     "pandas": "1.1.5"
                 },
+                "TIARA_SUMMARY": {
+                    "csvtk": "0.31.0"
+                },
                 "TIARA_TIARA": {
                     "tiara": "1.0.3"
                 },
@@ -76,7 +107,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-21T06:18:58.772774309"
+        "timestamp": "2025-08-25T16:23:26.183903562"
     },
     "qc": {
         "content": [
@@ -317,7 +348,7 @@
                 "multiqc_fastqc.yaml:md5,f50da8bfd062b9399911ba19b34831db",
                 "multiqc_fastqc_fastqc-1.yaml:md5,4c2c5a5e7b370b0668c1360b7927d0a8",
                 "multiqc_general_stats.yaml:md5,8b8cbb9d6fe349084e3d2fe2ffdecda8",
-                "multiqc_software_versions.yaml:md5,72a933b80779be004544d95fc0c22ae7",
+                "multiqc_software_versions.yaml:md5,6dbd1f36f76c96b310c0c2921b5fc9a9",
                 "multiqc_trimmomatic.yaml:md5,d4aaff3725c28801ae0577d97c2f9b30",
                 "trimmomatic_plot.yaml:md5,9557cd587ace0a93912179cb0deafe3b"
             ]
@@ -326,18 +357,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-21T06:18:58.993087395"
-    },
-    "checkm2_diamond_results": {
-        "content": [
-            [
-                806
-            ]
-        ],
-        "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
-        },
-        "timestamp": "2025-08-21T06:18:59.114965285"
+        "timestamp": "2025-08-25T16:23:26.296238393"
     }
 }
\ No newline at end of file
diff --git a/tests/test_single_end.nf.test.snap b/tests/test_single_end.nf.test.snap
index 1a9729c21..5e90ec0fd 100644
--- a/tests/test_single_end.nf.test.snap
+++ b/tests/test_single_end.nf.test.snap
@@ -1,7 +1,7 @@
 {
     "-profile test_single_end": {
         "content": [
-            154,
+            157,
             {
                 "ADAPTERREMOVAL_SE": {
                     "adapterremoval": "2.3.2"
@@ -21,6 +21,10 @@
                 "BCFTOOLS_VIEW": {
                     "bcftools": 1.17
                 },
+                "BIN_SUMMARY": {
+                    "python": "3.10.6",
+                    "pandas": "1.4.3"
+                },
                 "BOWTIE2_ASSEMBLY_ALIGN": {
                     "bowtie2": "2.4.2",
                     "samtools": 1.11,
@@ -104,6 +108,10 @@
                 "GTDBTK_DB_PREPARATION": {
                     "tar": 1.3
                 },
+                "GTDBTK_SUMMARY": {
+                    "python": "3.10.6",
+                    "pandas": "1.4.3"
+                },
                 "GUNZIP_BINS": {
                     "gunzip": 1.13
                 },
@@ -171,6 +179,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-25T10:39:40.884610567"
+        "timestamp": "2025-08-25T16:34:16.949282271"
     }
 }
\ No newline at end of file

From 7c2aa9db2e150748bdb5d9590bca6e16001b53f7 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 25 Aug 2025 20:46:01 +0200
Subject: [PATCH 090/288] Use correc tyaml

---
 tests/test_alternatives.nf.test.snap | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index 3d4c0c9f6..8d1a70e06 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -348,7 +348,7 @@
                 "multiqc_fastqc.yaml:md5,f50da8bfd062b9399911ba19b34831db",
                 "multiqc_fastqc_fastqc-1.yaml:md5,4c2c5a5e7b370b0668c1360b7927d0a8",
                 "multiqc_general_stats.yaml:md5,8b8cbb9d6fe349084e3d2fe2ffdecda8",
-                "multiqc_software_versions.yaml:md5,6dbd1f36f76c96b310c0c2921b5fc9a9",
+                "multiqc_software_versions.yaml:md5,13a35a24875040df0018b0da426bcb65",
                 "multiqc_trimmomatic.yaml:md5,d4aaff3725c28801ae0577d97c2f9b30",
                 "trimmomatic_plot.yaml:md5,9557cd587ace0a93912179cb0deafe3b"
             ]
@@ -357,6 +357,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-25T16:23:26.296238393"
+        "timestamp": "2025-08-25T17:08:48.173464912"
     }
 }
\ No newline at end of file

From f8875f0720204d2d58f904d24a07d860e2583d0e Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 26 Aug 2025 02:51:18 -0300
Subject: [PATCH 091/288] Update snapshots

---
 tests/test_hybrid.nf.test.snap                | 30 ++++++++++++++++++-
 tests/test_longreadonly.nf.test.snap          | 21 ++++++++++++-
 ...est_longreadonly_alternatives.nf.test.snap | 18 ++++++++++-
 3 files changed, 66 insertions(+), 3 deletions(-)

diff --git a/tests/test_hybrid.nf.test.snap b/tests/test_hybrid.nf.test.snap
index 3732ee282..b185ee483 100644
--- a/tests/test_hybrid.nf.test.snap
+++ b/tests/test_hybrid.nf.test.snap
@@ -3,20 +3,39 @@
         "content": [
             145,
             {
+                "ADJUST_MAXBIN2_EXT": {
+                    "coreutils": null
+                },
+                "BIN_SUMMARY": {
+                    "python": "3.10.6",
+                    "pandas": "1.4.3"
+                },
                 "BOWTIE2_ASSEMBLY_ALIGN": {
                     "bowtie2": "2.4.2",
                     "samtools": 1.11,
                     "pigz": "2.3.4"
                 },
+                "BOWTIE2_ASSEMBLY_BUILD": {
+                    "bowtie2": "2.4.2"
+                },
                 "BOWTIE2_HOST_REMOVAL_ALIGN": {
                     "bowtie2": "2.4.2"
                 },
+                "BOWTIE2_HOST_REMOVAL_BUILD": {
+                    "bowtie2": "2.4.2"
+                },
                 "BOWTIE2_PHIX_REMOVAL_ALIGN": {
                     "bowtie2": "2.4.2"
                 },
+                "BOWTIE2_PHIX_REMOVAL_BUILD": {
+                    "bowtie2": "2.4.2"
+                },
                 "BUSCO_BUSCO": {
                     "busco": "6.0.0"
                 },
+                "BUSCO_UNTAR": {
+                    "untar": 1.34
+                },
                 "CHOPPER": {
                     "chopper": "0.8.0"
                 },
@@ -83,6 +102,9 @@
                     "minimap2": "2.29-r1283",
                     "samtools": 1.21
                 },
+                "MINIMAP2_ASSEMBLY_INDEX": {
+                    "minimap2": "2.29-r1283"
+                },
                 "MINIMAP2_HOST_ALIGN": {
                     "minimap2": "2.29-r1283",
                     "samtools": 1.21
@@ -117,6 +139,9 @@
                     "python": "3.7.6",
                     "metaquast": "5.0.2"
                 },
+                "QUAST_BINS_SUMMARY": {
+                    "sed": 4.7
+                },
                 "SAMTOOLS_HOSTREMOVED_INDEX": {
                     "samtools": 1.21
                 },
@@ -126,6 +151,9 @@
                 "SAMTOOLS_HOSTREMOVED_UNMAPPED": {
                     "samtools": 1.21
                 },
+                "SEQKIT_STATS": {
+                    "seqkit": "2.9.0"
+                },
                 "SPLIT_FASTA": {
                     "python": "3.6.7",
                     "biopython": "1.7.4",
@@ -140,6 +168,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-25T12:15:34.931661865"
+        "timestamp": "2025-08-26T02:50:00.403825611"
     }
 }
\ No newline at end of file
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index 1efda28b7..67b87a1ab 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -3,9 +3,19 @@
         "content": [
             57,
             {
+                "ADJUST_MAXBIN2_EXT": {
+                    "coreutils": null
+                },
+                "BIN_SUMMARY": {
+                    "python": "3.10.6",
+                    "pandas": "1.4.3"
+                },
                 "BUSCO_BUSCO": {
                     "busco": "6.0.0"
                 },
+                "BUSCO_UNTAR": {
+                    "untar": 1.34
+                },
                 "CONCAT_BINQC_TSV": {
                     "csvtk": "0.31.0"
                 },
@@ -48,6 +58,9 @@
                     "minimap2": "2.29-r1283",
                     "samtools": 1.21
                 },
+                "MINIMAP2_ASSEMBLY_INDEX": {
+                    "minimap2": "2.29-r1283"
+                },
                 "MINIMAP2_HOST_ALIGN": {
                     "minimap2": "2.29-r1283",
                     "samtools": 1.21
@@ -82,6 +95,9 @@
                     "python": "3.7.6",
                     "metaquast": "5.0.2"
                 },
+                "QUAST_BINS_SUMMARY": {
+                    "sed": 4.7
+                },
                 "SAMTOOLS_HOSTREMOVED_INDEX": {
                     "samtools": 1.21
                 },
@@ -91,6 +107,9 @@
                 "SAMTOOLS_HOSTREMOVED_UNMAPPED": {
                     "samtools": 1.21
                 },
+                "SEQKIT_STATS": {
+                    "seqkit": "2.9.0"
+                },
                 "SPLIT_FASTA": {
                     "python": "3.6.7",
                     "biopython": "1.7.4",
@@ -105,6 +124,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-25T12:29:34.723936697"
+        "timestamp": "2025-08-26T02:22:24.977532922"
     }
 }
\ No newline at end of file
diff --git a/tests/test_longreadonly_alternatives.nf.test.snap b/tests/test_longreadonly_alternatives.nf.test.snap
index f6d24a305..a0a18fe5c 100644
--- a/tests/test_longreadonly_alternatives.nf.test.snap
+++ b/tests/test_longreadonly_alternatives.nf.test.snap
@@ -3,9 +3,19 @@
         "content": [
             26,
             {
+                "ADJUST_MAXBIN2_EXT": {
+                    "coreutils": null
+                },
+                "BIN_SUMMARY": {
+                    "python": "3.10.6",
+                    "pandas": "1.4.3"
+                },
                 "BUSCO_BUSCO": {
                     "busco": "6.0.0"
                 },
+                "BUSCO_UNTAR": {
+                    "untar": 1.34
+                },
                 "CONCAT_BINQC_TSV": {
                     "csvtk": "0.31.0"
                 },
@@ -42,6 +52,9 @@
                     "minimap2": "2.29-r1283",
                     "samtools": 1.21
                 },
+                "MINIMAP2_ASSEMBLY_INDEX": {
+                    "minimap2": "2.29-r1283"
+                },
                 "NANOLYSE": {
                     "nanolyse": "1.2.0"
                 },
@@ -57,6 +70,9 @@
                 "PORECHOP_PORECHOP": {
                     "porechop": "0.2.4"
                 },
+                "SEQKIT_STATS": {
+                    "seqkit": "2.9.0"
+                },
                 "SPLIT_FASTA": {
                     "python": "3.6.7",
                     "biopython": "1.7.4",
@@ -71,6 +87,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-25T12:27:17.524160339"
+        "timestamp": "2025-08-26T02:19:01.494892348"
     }
 }
\ No newline at end of file

From e6c346c06e00e53e5411f6b819f148b4a52ce27e Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 26 Aug 2025 05:29:55 -0300
Subject: [PATCH 092/288] Add multiqc snapshots

---
 tests/test_hybrid.nf.test                     |  14 +-
 tests/test_hybrid.nf.test.snap                | 247 ++++++++++++++++++
 tests/test_longreadonly.nf.test               |  14 +-
 tests/test_longreadonly.nf.test.snap          |  63 +++++
 tests/test_longreadonly_alternatives.nf.test  |  14 +-
 ...est_longreadonly_alternatives.nf.test.snap |  36 +++
 6 files changed, 382 insertions(+), 6 deletions(-)

diff --git a/tests/test_hybrid.nf.test b/tests/test_hybrid.nf.test
index 7a7058891..774c0c537 100644
--- a/tests/test_hybrid.nf.test
+++ b/tests/test_hybrid.nf.test
@@ -15,14 +15,24 @@ nextflow_pipeline {
         }
 
         then {
+
+            // Output directory: multiqc
+            def stable_name_multiqc = getAllFilesFromDir(
+                params.outdir, include: ['multiqc/**'], relative: true, includeDir: false
+            )
+            def stable_path_multiqc = getAllFilesFromDir(
+                params.outdir, include: ['multiqc/**'], ignoreFile: 'tests/.nftignore'
+            )
+
+            assert workflow.success
             assertAll(
-                { assert workflow.success},
                 { assert snapshot(
                     // Number of successful tasks
                     workflow.trace.succeeded().size(),
                     // pipeline versions.yml file for multiqc from which Nextflow version is removed because we test pipelines on multiple Nextflow versions
                     removeNextflowVersion("$outputDir/pipeline_info/nf_core_mag_software_mqc_versions.yml"),
-                ).match() }
+                ).match() },
+                { assert snapshot(stable_name_multiqc, stable_path_multiqc).match('multiqc') },
             )
         }
     }
diff --git a/tests/test_hybrid.nf.test.snap b/tests/test_hybrid.nf.test.snap
index b185ee483..74be237bc 100644
--- a/tests/test_hybrid.nf.test.snap
+++ b/tests/test_hybrid.nf.test.snap
@@ -169,5 +169,252 @@
             "nextflow": "25.04.6"
         },
         "timestamp": "2025-08-26T02:50:00.403825611"
+    },
+    "multiqc": {
+        "content": [
+            [
+                "multiqc/multiqc_data/BETA-multiqc.parquet",
+                "multiqc/multiqc_data/bowtie2_pe_plot.yaml",
+                "multiqc/multiqc_data/busco_plot_bacteria_odb10.yaml",
+                "multiqc/multiqc_data/fastp-insert-size-plot.yaml",
+                "multiqc/multiqc_data/fastp-seq-content-gc-plot_Read_1_After_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-content-gc-plot_Read_1_Before_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-content-gc-plot_Read_2_After_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-content-gc-plot_Read_2_Before_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-content-n-plot_Read_1_After_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-content-n-plot_Read_1_Before_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-content-n-plot_Read_2_After_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-content-n-plot_Read_2_Before_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-quality-plot_Read_1_After_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-quality-plot_Read_1_Before_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-quality-plot_Read_2_After_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-quality-plot_Read_2_Before_filtering.yaml",
+                "multiqc/multiqc_data/fastp_filtered_reads_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1-status-check-heatmap.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_base_n_content_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_base_sequence_quality_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_sequence_gc_content_plot_Counts.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_sequence_gc_content_plot_Percentages.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_sequence_quality_scores_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_sequence_counts_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_sequence_duplication_levels_plot.yaml",
+                "multiqc/multiqc_data/fastqc-status-check-heatmap.yaml",
+                "multiqc/multiqc_data/fastqc_per_base_n_content_plot.yaml",
+                "multiqc/multiqc_data/fastqc_per_base_sequence_quality_plot.yaml",
+                "multiqc/multiqc_data/fastqc_per_sequence_gc_content_plot_Counts.yaml",
+                "multiqc/multiqc_data/fastqc_per_sequence_gc_content_plot_Percentages.yaml",
+                "multiqc/multiqc_data/fastqc_per_sequence_quality_scores_plot.yaml",
+                "multiqc/multiqc_data/fastqc_sequence_counts_plot.yaml",
+                "multiqc/multiqc_data/fastqc_sequence_duplication_levels_plot.yaml",
+                "multiqc/multiqc_data/fastqc_sequence_length_distribution_plot.yaml",
+                "multiqc/multiqc_data/multiqc.log",
+                "multiqc/multiqc_data/multiqc_bowtie2.yaml",
+                "multiqc/multiqc_data/multiqc_bowtie2_bowtie2-1.yaml",
+                "multiqc/multiqc_data/multiqc_bowtie2_bowtie2-2.yaml",
+                "multiqc/multiqc_data/multiqc_busco.yaml",
+                "multiqc/multiqc_data/multiqc_citations.yaml",
+                "multiqc/multiqc_data/multiqc_data.json",
+                "multiqc/multiqc_data/multiqc_fastp.yaml",
+                "multiqc/multiqc_data/multiqc_fastqc.yaml",
+                "multiqc/multiqc_data/multiqc_fastqc_fastqc-1.yaml",
+                "multiqc/multiqc_data/multiqc_general_stats.yaml",
+                "multiqc/multiqc_data/multiqc_prokka.yaml",
+                "multiqc/multiqc_data/multiqc_quast.yaml",
+                "multiqc/multiqc_data/multiqc_quast_quast-1.yaml",
+                "multiqc/multiqc_data/multiqc_software_versions.yaml",
+                "multiqc/multiqc_data/multiqc_sources.yaml",
+                "multiqc/multiqc_data/porechop.yaml",
+                "multiqc/multiqc_data/prokka_plot.yaml",
+                "multiqc/multiqc_data/quast_num_contigs.yaml",
+                "multiqc/multiqc_data/quast_table.yaml",
+                "multiqc/multiqc_plots/pdf/bowtie2_pe_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/bowtie2_pe_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/busco_plot_bacteria_odb10-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/busco_plot_bacteria_odb10-pct.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-insert-size-plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-content-gc-plot_Read_1_After_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-content-gc-plot_Read_1_Before_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-content-gc-plot_Read_2_After_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-content-gc-plot_Read_2_Before_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-content-n-plot_Read_1_After_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-content-n-plot_Read_1_Before_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-content-n-plot_Read_2_After_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-content-n-plot_Read_2_Before_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-quality-plot_Read_1_After_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-quality-plot_Read_1_Before_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-quality-plot_Read_2_After_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-quality-plot_Read_2_Before_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp_filtered_reads_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/fastp_filtered_reads_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1-status-check-heatmap.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_base_n_content_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_base_sequence_quality_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_sequence_gc_content_plot_Counts.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_sequence_gc_content_plot_Percentages.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_sequence_quality_scores_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_sequence_counts_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_sequence_counts_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_sequence_duplication_levels_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-status-check-heatmap.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_base_n_content_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_base_sequence_quality_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_sequence_gc_content_plot_Counts.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_sequence_gc_content_plot_Percentages.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_sequence_quality_scores_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_sequence_counts_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_sequence_counts_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_sequence_duplication_levels_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_sequence_length_distribution_plot.pdf",
+                "multiqc/multiqc_plots/pdf/prokka_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/prokka_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/quast_num_contigs-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/quast_num_contigs-pct.pdf",
+                "multiqc/multiqc_plots/pdf/quast_table.pdf",
+                "multiqc/multiqc_plots/png/bowtie2_pe_plot-cnt.png",
+                "multiqc/multiqc_plots/png/bowtie2_pe_plot-pct.png",
+                "multiqc/multiqc_plots/png/busco_plot_bacteria_odb10-cnt.png",
+                "multiqc/multiqc_plots/png/busco_plot_bacteria_odb10-pct.png",
+                "multiqc/multiqc_plots/png/fastp-insert-size-plot.png",
+                "multiqc/multiqc_plots/png/fastp-seq-content-gc-plot_Read_1_After_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-content-gc-plot_Read_1_Before_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-content-gc-plot_Read_2_After_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-content-gc-plot_Read_2_Before_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-content-n-plot_Read_1_After_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-content-n-plot_Read_1_Before_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-content-n-plot_Read_2_After_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-content-n-plot_Read_2_Before_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-quality-plot_Read_1_After_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-quality-plot_Read_1_Before_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-quality-plot_Read_2_After_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-quality-plot_Read_2_Before_filtering.png",
+                "multiqc/multiqc_plots/png/fastp_filtered_reads_plot-cnt.png",
+                "multiqc/multiqc_plots/png/fastp_filtered_reads_plot-pct.png",
+                "multiqc/multiqc_plots/png/fastqc-1-status-check-heatmap.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_base_n_content_plot.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_base_sequence_quality_plot.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_sequence_gc_content_plot_Counts.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_sequence_gc_content_plot_Percentages.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_sequence_quality_scores_plot.png",
+                "multiqc/multiqc_plots/png/fastqc-1_sequence_counts_plot-cnt.png",
+                "multiqc/multiqc_plots/png/fastqc-1_sequence_counts_plot-pct.png",
+                "multiqc/multiqc_plots/png/fastqc-1_sequence_duplication_levels_plot.png",
+                "multiqc/multiqc_plots/png/fastqc-status-check-heatmap.png",
+                "multiqc/multiqc_plots/png/fastqc_per_base_n_content_plot.png",
+                "multiqc/multiqc_plots/png/fastqc_per_base_sequence_quality_plot.png",
+                "multiqc/multiqc_plots/png/fastqc_per_sequence_gc_content_plot_Counts.png",
+                "multiqc/multiqc_plots/png/fastqc_per_sequence_gc_content_plot_Percentages.png",
+                "multiqc/multiqc_plots/png/fastqc_per_sequence_quality_scores_plot.png",
+                "multiqc/multiqc_plots/png/fastqc_sequence_counts_plot-cnt.png",
+                "multiqc/multiqc_plots/png/fastqc_sequence_counts_plot-pct.png",
+                "multiqc/multiqc_plots/png/fastqc_sequence_duplication_levels_plot.png",
+                "multiqc/multiqc_plots/png/fastqc_sequence_length_distribution_plot.png",
+                "multiqc/multiqc_plots/png/prokka_plot-cnt.png",
+                "multiqc/multiqc_plots/png/prokka_plot-pct.png",
+                "multiqc/multiqc_plots/png/quast_num_contigs-cnt.png",
+                "multiqc/multiqc_plots/png/quast_num_contigs-pct.png",
+                "multiqc/multiqc_plots/png/quast_table.png",
+                "multiqc/multiqc_plots/svg/bowtie2_pe_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/bowtie2_pe_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/busco_plot_bacteria_odb10-cnt.svg",
+                "multiqc/multiqc_plots/svg/busco_plot_bacteria_odb10-pct.svg",
+                "multiqc/multiqc_plots/svg/fastp-insert-size-plot.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-content-gc-plot_Read_1_After_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-content-gc-plot_Read_1_Before_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-content-gc-plot_Read_2_After_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-content-gc-plot_Read_2_Before_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-content-n-plot_Read_1_After_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-content-n-plot_Read_1_Before_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-content-n-plot_Read_2_After_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-content-n-plot_Read_2_Before_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-quality-plot_Read_1_After_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-quality-plot_Read_1_Before_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-quality-plot_Read_2_After_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-quality-plot_Read_2_Before_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp_filtered_reads_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/fastp_filtered_reads_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1-status-check-heatmap.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_base_n_content_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_base_sequence_quality_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_sequence_gc_content_plot_Counts.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_sequence_gc_content_plot_Percentages.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_sequence_quality_scores_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_sequence_counts_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_sequence_counts_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_sequence_duplication_levels_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc-status-check-heatmap.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_base_n_content_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_base_sequence_quality_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_sequence_gc_content_plot_Counts.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_sequence_gc_content_plot_Percentages.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_sequence_quality_scores_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc_sequence_counts_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/fastqc_sequence_counts_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/fastqc_sequence_duplication_levels_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc_sequence_length_distribution_plot.svg",
+                "multiqc/multiqc_plots/svg/prokka_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/prokka_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/quast_num_contigs-cnt.svg",
+                "multiqc/multiqc_plots/svg/quast_num_contigs-pct.svg",
+                "multiqc/multiqc_plots/svg/quast_table.svg",
+                "multiqc/multiqc_report.html"
+            ],
+            [
+                "bowtie2_pe_plot.yaml:md5,6d34557420cbb80a0ff6babcf8fe1c31",
+                "busco_plot_bacteria_odb10.yaml:md5,01efcacedd65e6fa52a2347b71f86652",
+                "fastp-insert-size-plot.yaml:md5,5b3922a0eebb675bc7572237861785f5",
+                "fastp-seq-content-gc-plot_Read_1_After_filtering.yaml:md5,fb178f8c18fde4ad16d79afe333d481b",
+                "fastp-seq-content-gc-plot_Read_1_Before_filtering.yaml:md5,2f3f9726d97d4f22be3f4ad30ee14173",
+                "fastp-seq-content-gc-plot_Read_2_After_filtering.yaml:md5,9e0cf9755e26ac69fa76753137b69ed0",
+                "fastp-seq-content-gc-plot_Read_2_Before_filtering.yaml:md5,9bce88d288517439d4b7d263e96dec40",
+                "fastp-seq-content-n-plot_Read_1_After_filtering.yaml:md5,972e679cfbb39152a39216dd0c17070d",
+                "fastp-seq-content-n-plot_Read_1_Before_filtering.yaml:md5,972e679cfbb39152a39216dd0c17070d",
+                "fastp-seq-content-n-plot_Read_2_After_filtering.yaml:md5,972e679cfbb39152a39216dd0c17070d",
+                "fastp-seq-content-n-plot_Read_2_Before_filtering.yaml:md5,972e679cfbb39152a39216dd0c17070d",
+                "fastp-seq-quality-plot_Read_1_After_filtering.yaml:md5,eb064944225683afb953e68ac241c4cd",
+                "fastp-seq-quality-plot_Read_1_Before_filtering.yaml:md5,d398e6c77c790e63a266efc0a5569007",
+                "fastp-seq-quality-plot_Read_2_After_filtering.yaml:md5,f1f9bd9b2adb1be42654f5f4ec8de619",
+                "fastp-seq-quality-plot_Read_2_Before_filtering.yaml:md5,c86d90f038fd107d95caa118a7fed4d1",
+                "fastp_filtered_reads_plot.yaml:md5,ef1888ea78cbe95c474e2248da2469ec",
+                "fastqc-1-status-check-heatmap.yaml:md5,1300edec360b1ba75c7f454bdd734aee",
+                "fastqc-1_per_base_n_content_plot.yaml:md5,0e74e961d060e677c85bc0963c2a22cd",
+                "fastqc-1_per_base_sequence_quality_plot.yaml:md5,f03db993986d537a2d75b923259b1b4d",
+                "fastqc-1_per_sequence_gc_content_plot_Counts.yaml:md5,03f3fab53bb263f4f01f1a7653b44e59",
+                "fastqc-1_per_sequence_gc_content_plot_Percentages.yaml:md5,bc76a48e0ec1d9878a4420fe0854aa7e",
+                "fastqc-1_per_sequence_quality_scores_plot.yaml:md5,70e857785001ac547ad0c41efe40df44",
+                "fastqc-1_sequence_counts_plot.yaml:md5,919116e2364bc98486240ff29d1a0867",
+                "fastqc-1_sequence_duplication_levels_plot.yaml:md5,6b127287a3077610e4ef19965c00e91b",
+                "fastqc-status-check-heatmap.yaml:md5,995feb18817c87be186d0e3ec27d826d",
+                "fastqc_per_base_n_content_plot.yaml:md5,b0a60ab64b17b73ce2000f5d5facfd5c",
+                "fastqc_per_base_sequence_quality_plot.yaml:md5,72619016315ba2c71ba7c96e670e0190",
+                "fastqc_per_sequence_gc_content_plot_Counts.yaml:md5,f33c4fc162816aa3657472d51d547c67",
+                "fastqc_per_sequence_gc_content_plot_Percentages.yaml:md5,6e797e0817c813313f481fce823fe567",
+                "fastqc_per_sequence_quality_scores_plot.yaml:md5,e0ac4f1b3b6e82ae3d8e4191055b67d1",
+                "fastqc_sequence_counts_plot.yaml:md5,65750c5392670ff6a7237dc7f097e077",
+                "fastqc_sequence_duplication_levels_plot.yaml:md5,8d31278516c68ee70086d2ac0880b394",
+                "fastqc_sequence_length_distribution_plot.yaml:md5,24576ce885728df6abaa003cca40b9cb",
+                "multiqc_bowtie2.yaml:md5,d6a4f1f2e6952801eda62c414c1685cb",
+                "multiqc_bowtie2_bowtie2-1.yaml:md5,d6a4f1f2e6952801eda62c414c1685cb",
+                "multiqc_bowtie2_bowtie2-2.yaml:md5,5a2a68ad497c8d293e3b5ddf43f44eb6",
+                "multiqc_busco.yaml:md5,a2dde3cee149edc48bb4196a39ca7c96",
+                "multiqc_citations.yaml:md5,49f79471c1620b06da08b1acb97a1e56",
+                "multiqc_fastp.yaml:md5,5f610eddc97857e47ef227f475fa6871",
+                "multiqc_fastqc.yaml:md5,0d11a6d30d0d1a430e58d44b57ac6e87",
+                "multiqc_fastqc_fastqc-1.yaml:md5,0b8c8b4edb4f3e70409f30bcdda54397",
+                "multiqc_general_stats.yaml:md5,5a396afc4a6a6dec0791f70d519e3995",
+                "multiqc_prokka.yaml:md5,b25242ac527defb5a1732498e9a8b460",
+                "multiqc_quast.yaml:md5,bc5b1ce1bf4442f92416b66638b2a16e",
+                "multiqc_quast_quast-1.yaml:md5,df8c584dd475ebd78b2546381415bb0e",
+                "multiqc_software_versions.yaml:md5,dbf3d24e389b3567e56c40079c71e4d6",
+                "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450",
+                "prokka_plot.yaml:md5,01369f7235e2572e8ceb819a34a8a8c7",
+                "quast_num_contigs.yaml:md5,9570c9403f733152db81fce18a1dc566",
+                "quast_table.yaml:md5,e12edd29a71811411d318e3dd7323909"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-08-26T05:29:11.272960393"
     }
 }
\ No newline at end of file
diff --git a/tests/test_longreadonly.nf.test b/tests/test_longreadonly.nf.test
index caf409007..01cc11964 100644
--- a/tests/test_longreadonly.nf.test
+++ b/tests/test_longreadonly.nf.test
@@ -15,14 +15,24 @@ nextflow_pipeline {
         }
 
         then {
+
+            // Output directory: multiqc
+            def stable_name_multiqc = getAllFilesFromDir(
+                params.outdir, include: ['multiqc/**'], relative: true, includeDir: false
+            )
+            def stable_path_multiqc = getAllFilesFromDir(
+                params.outdir, include: ['multiqc/**'], ignoreFile: 'tests/.nftignore'
+            )
+
+            assert workflow.success
             assertAll(
-                { assert workflow.success},
                 { assert snapshot(
                     // Number of successful tasks
                     workflow.trace.succeeded().size(),
                     // pipeline versions.yml file for multiqc from which Nextflow version is removed because we test pipelines on multiple Nextflow versions
                     removeNextflowVersion("$outputDir/pipeline_info/nf_core_mag_software_mqc_versions.yml"),
-                ).match() }
+                ).match() },
+                { assert snapshot(stable_name_multiqc, stable_path_multiqc).match('multiqc') },
             )
         }
     }
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index 67b87a1ab..0b25ddead 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -125,5 +125,68 @@
             "nextflow": "25.04.6"
         },
         "timestamp": "2025-08-26T02:22:24.977532922"
+    },
+    "multiqc": {
+        "content": [
+            [
+                "multiqc/multiqc_data/BETA-multiqc.parquet",
+                "multiqc/multiqc_data/busco_plot_bacteria_odb10.yaml",
+                "multiqc/multiqc_data/multiqc.log",
+                "multiqc/multiqc_data/multiqc_busco.yaml",
+                "multiqc/multiqc_data/multiqc_citations.yaml",
+                "multiqc/multiqc_data/multiqc_data.json",
+                "multiqc/multiqc_data/multiqc_general_stats.yaml",
+                "multiqc/multiqc_data/multiqc_prokka.yaml",
+                "multiqc/multiqc_data/multiqc_quast.yaml",
+                "multiqc/multiqc_data/multiqc_quast_quast-1.yaml",
+                "multiqc/multiqc_data/multiqc_software_versions.yaml",
+                "multiqc/multiqc_data/multiqc_sources.yaml",
+                "multiqc/multiqc_data/porechop.yaml",
+                "multiqc/multiqc_data/prokka_plot.yaml",
+                "multiqc/multiqc_data/quast_num_contigs.yaml",
+                "multiqc/multiqc_data/quast_table.yaml",
+                "multiqc/multiqc_plots/pdf/busco_plot_bacteria_odb10-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/busco_plot_bacteria_odb10-pct.pdf",
+                "multiqc/multiqc_plots/pdf/prokka_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/prokka_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/quast_num_contigs-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/quast_num_contigs-pct.pdf",
+                "multiqc/multiqc_plots/pdf/quast_table.pdf",
+                "multiqc/multiqc_plots/png/busco_plot_bacteria_odb10-cnt.png",
+                "multiqc/multiqc_plots/png/busco_plot_bacteria_odb10-pct.png",
+                "multiqc/multiqc_plots/png/prokka_plot-cnt.png",
+                "multiqc/multiqc_plots/png/prokka_plot-pct.png",
+                "multiqc/multiqc_plots/png/quast_num_contigs-cnt.png",
+                "multiqc/multiqc_plots/png/quast_num_contigs-pct.png",
+                "multiqc/multiqc_plots/png/quast_table.png",
+                "multiqc/multiqc_plots/svg/busco_plot_bacteria_odb10-cnt.svg",
+                "multiqc/multiqc_plots/svg/busco_plot_bacteria_odb10-pct.svg",
+                "multiqc/multiqc_plots/svg/prokka_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/prokka_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/quast_num_contigs-cnt.svg",
+                "multiqc/multiqc_plots/svg/quast_num_contigs-pct.svg",
+                "multiqc/multiqc_plots/svg/quast_table.svg",
+                "multiqc/multiqc_report.html"
+            ],
+            [
+                "busco_plot_bacteria_odb10.yaml:md5,d2074ad0f75fa9cc83ecd40f60df18a1",
+                "multiqc_busco.yaml:md5,5a13ed660fdb656fe4720285e8ad3a29",
+                "multiqc_citations.yaml:md5,a2dc8129fc0a35448c4453633202ae29",
+                "multiqc_general_stats.yaml:md5,2ed9924f700cd139e0efeb7e17a30cdd",
+                "multiqc_prokka.yaml:md5,8608644f0600c48645562ddb42db8448",
+                "multiqc_quast.yaml:md5,77482119b35187eecfad2afce711026f",
+                "multiqc_quast_quast-1.yaml:md5,6489bdfeb4abd19085893b849d5a727f",
+                "multiqc_software_versions.yaml:md5,7d84c8de46d5ad1b66238d0cd36a4870",
+                "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450",
+                "prokka_plot.yaml:md5,3ffd2f470a3760109d2fdd0f52f59211",
+                "quast_num_contigs.yaml:md5,710d04c92ddfbfaa827d5592f7adac07",
+                "quast_table.yaml:md5,bb19bda318c0a034e06c171bd81a0d48"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-08-26T05:16:25.414216179"
     }
 }
\ No newline at end of file
diff --git a/tests/test_longreadonly_alternatives.nf.test b/tests/test_longreadonly_alternatives.nf.test
index 53255b8ea..14140fec4 100644
--- a/tests/test_longreadonly_alternatives.nf.test
+++ b/tests/test_longreadonly_alternatives.nf.test
@@ -15,14 +15,24 @@ nextflow_pipeline {
         }
 
         then {
+
+            // Output directory: multiqc
+            def stable_name_multiqc = getAllFilesFromDir(
+                params.outdir, include: ['multiqc/**'], relative: true, includeDir: false
+            )
+            def stable_path_multiqc = getAllFilesFromDir(
+                params.outdir, include: ['multiqc/**'], ignoreFile: 'tests/.nftignore'
+            )
+
+            assert workflow.success
             assertAll(
-                { assert workflow.success},
                 { assert snapshot(
                     // Number of successful tasks
                     workflow.trace.succeeded().size(),
                     // pipeline versions.yml file for multiqc from which Nextflow version is removed because we test pipelines on multiple Nextflow versions
                     removeNextflowVersion("$outputDir/pipeline_info/nf_core_mag_software_mqc_versions.yml"),
-                ).match() }
+                ).match() },
+                { assert snapshot(stable_name_multiqc, stable_path_multiqc).match('multiqc') },
             )
         }
     }
diff --git a/tests/test_longreadonly_alternatives.nf.test.snap b/tests/test_longreadonly_alternatives.nf.test.snap
index a0a18fe5c..cddf96170 100644
--- a/tests/test_longreadonly_alternatives.nf.test.snap
+++ b/tests/test_longreadonly_alternatives.nf.test.snap
@@ -88,5 +88,41 @@
             "nextflow": "25.04.6"
         },
         "timestamp": "2025-08-26T02:19:01.494892348"
+    },
+    "multiqc": {
+        "content": [
+            [
+                "multiqc/multiqc_data/BETA-multiqc.parquet",
+                "multiqc/multiqc_data/busco_plot_bacteria_odb10.yaml",
+                "multiqc/multiqc_data/multiqc.log",
+                "multiqc/multiqc_data/multiqc_busco.yaml",
+                "multiqc/multiqc_data/multiqc_citations.yaml",
+                "multiqc/multiqc_data/multiqc_data.json",
+                "multiqc/multiqc_data/multiqc_general_stats.yaml",
+                "multiqc/multiqc_data/multiqc_software_versions.yaml",
+                "multiqc/multiqc_data/multiqc_sources.yaml",
+                "multiqc/multiqc_data/porechop.yaml",
+                "multiqc/multiqc_plots/pdf/busco_plot_bacteria_odb10-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/busco_plot_bacteria_odb10-pct.pdf",
+                "multiqc/multiqc_plots/png/busco_plot_bacteria_odb10-cnt.png",
+                "multiqc/multiqc_plots/png/busco_plot_bacteria_odb10-pct.png",
+                "multiqc/multiqc_plots/svg/busco_plot_bacteria_odb10-cnt.svg",
+                "multiqc/multiqc_plots/svg/busco_plot_bacteria_odb10-pct.svg",
+                "multiqc/multiqc_report.html"
+            ],
+            [
+                "busco_plot_bacteria_odb10.yaml:md5,5b513941de8f45d7a89a26aa276135be",
+                "multiqc_busco.yaml:md5,6e6b3b7bd67bb07bab47b1b5736f1350",
+                "multiqc_citations.yaml:md5,cd0615b89829a041bc2a33cdb69b585b",
+                "multiqc_general_stats.yaml:md5,f5594b277c894e24b538c4ef9e468e3d",
+                "multiqc_software_versions.yaml:md5,07eb3da9e2afb571bba5ac1ddc8d699d",
+                "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-08-26T05:11:51.145816832"
     }
 }
\ No newline at end of file

From 895962c063f7ea44dff80aca6267aa04aba39c66 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <diego.alvarez@umag.cl>
Date: Tue, 26 Aug 2025 07:32:15 -0300
Subject: [PATCH 093/288] Update hybrid

---
 conf/test_hybrid.config        |  6 ++++
 tests/test_hybrid.nf.test.snap | 55 ++++++++++------------------------
 2 files changed, 21 insertions(+), 40 deletions(-)

diff --git a/conf/test_hybrid.config b/conf/test_hybrid.config
index e37b177bf..2688def9a 100644
--- a/conf/test_hybrid.config
+++ b/conf/test_hybrid.config
@@ -31,6 +31,12 @@ params {
 
     longread_filtering_tool    = 'chopper'
 
+    skip_spades                = true
+    skip_megahit               = true
+    skip_flye                  = true
+    skip_metamdbg              = true
     skip_gtdbtk                = true
     skip_concoct               = true
+
+    spadeshybrid_fix_cpus      = 2
 }
diff --git a/tests/test_hybrid.nf.test.snap b/tests/test_hybrid.nf.test.snap
index 74be237bc..00ff44f51 100644
--- a/tests/test_hybrid.nf.test.snap
+++ b/tests/test_hybrid.nf.test.snap
@@ -1,7 +1,7 @@
 {
     "-profile hybrid": {
         "content": [
-            145,
+            51,
             {
                 "ADJUST_MAXBIN2_EXT": {
                     "coreutils": null
@@ -54,15 +54,9 @@
                 "FASTQC_TRIMMED": {
                     "fastqc": "0.12.1"
                 },
-                "FLYE": {
-                    "flye": "2.9.5-b1801"
-                },
                 "GUNZIP_BINS": {
                     "gunzip": 1.13
                 },
-                "GUNZIP_LONGREAD_ASSEMBLIES": {
-                    "gunzip": 1.13
-                },
                 "GUNZIP_SHORTREAD_ASSEMBLIES": {
                     "gunzip": 1.13
                 },
@@ -77,34 +71,15 @@
                 "MAXBIN2": {
                     "maxbin2": "2.2.7"
                 },
-                "MEGAHIT": {
-                    "megahit": "1.2.9"
-                },
-                "METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD": {
-                    "metabat2": 2.15
-                },
                 "METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD": {
                     "metabat2": 2.15
                 },
                 "METABAT2_METABAT2": {
                     "metabat2": 2.17
                 },
-                "METAMDBG_ASM": {
-                    "metamdbg": 1.1
-                },
-                "METASPADES": {
-                    "spades": "4.1.0"
-                },
                 "METASPADESHYBRID": {
                     "spades": "4.1.0"
                 },
-                "MINIMAP2_ASSEMBLY_ALIGN": {
-                    "minimap2": "2.29-r1283",
-                    "samtools": 1.21
-                },
-                "MINIMAP2_ASSEMBLY_INDEX": {
-                    "minimap2": "2.29-r1283"
-                },
                 "MINIMAP2_HOST_ALIGN": {
                     "minimap2": "2.29-r1283",
                     "samtools": 1.21
@@ -168,7 +143,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-26T02:50:00.403825611"
+        "timestamp": "2025-08-26T06:41:02.630071487"
     },
     "multiqc": {
         "content": [
@@ -359,8 +334,8 @@
                 "multiqc/multiqc_report.html"
             ],
             [
-                "bowtie2_pe_plot.yaml:md5,6d34557420cbb80a0ff6babcf8fe1c31",
-                "busco_plot_bacteria_odb10.yaml:md5,01efcacedd65e6fa52a2347b71f86652",
+                "bowtie2_pe_plot.yaml:md5,331d49d9aa0a0ce1a3a8b407b8a49801",
+                "busco_plot_bacteria_odb10.yaml:md5,891eb4ee4391f6f36c18c5b82a7d2473",
                 "fastp-insert-size-plot.yaml:md5,5b3922a0eebb675bc7572237861785f5",
                 "fastp-seq-content-gc-plot_Read_1_After_filtering.yaml:md5,fb178f8c18fde4ad16d79afe333d481b",
                 "fastp-seq-content-gc-plot_Read_1_Before_filtering.yaml:md5,2f3f9726d97d4f22be3f4ad30ee14173",
@@ -394,27 +369,27 @@
                 "fastqc_sequence_length_distribution_plot.yaml:md5,24576ce885728df6abaa003cca40b9cb",
                 "multiqc_bowtie2.yaml:md5,d6a4f1f2e6952801eda62c414c1685cb",
                 "multiqc_bowtie2_bowtie2-1.yaml:md5,d6a4f1f2e6952801eda62c414c1685cb",
-                "multiqc_bowtie2_bowtie2-2.yaml:md5,5a2a68ad497c8d293e3b5ddf43f44eb6",
-                "multiqc_busco.yaml:md5,a2dde3cee149edc48bb4196a39ca7c96",
+                "multiqc_bowtie2_bowtie2-2.yaml:md5,b5a185109453a80131d7da2cf4d3f2ec",
+                "multiqc_busco.yaml:md5,76cda2e3678fbdf6a592da3bb7fcdc37",
                 "multiqc_citations.yaml:md5,49f79471c1620b06da08b1acb97a1e56",
                 "multiqc_fastp.yaml:md5,5f610eddc97857e47ef227f475fa6871",
                 "multiqc_fastqc.yaml:md5,0d11a6d30d0d1a430e58d44b57ac6e87",
                 "multiqc_fastqc_fastqc-1.yaml:md5,0b8c8b4edb4f3e70409f30bcdda54397",
-                "multiqc_general_stats.yaml:md5,5a396afc4a6a6dec0791f70d519e3995",
-                "multiqc_prokka.yaml:md5,b25242ac527defb5a1732498e9a8b460",
-                "multiqc_quast.yaml:md5,bc5b1ce1bf4442f92416b66638b2a16e",
-                "multiqc_quast_quast-1.yaml:md5,df8c584dd475ebd78b2546381415bb0e",
-                "multiqc_software_versions.yaml:md5,dbf3d24e389b3567e56c40079c71e4d6",
+                "multiqc_general_stats.yaml:md5,f0c8018902770fbf04fb1c7d813fae8c",
+                "multiqc_prokka.yaml:md5,f7ee4045a273845b501ba15e5fd4d38f",
+                "multiqc_quast.yaml:md5,e5940a0ce6af05da51fe94bc6d7d3901",
+                "multiqc_quast_quast-1.yaml:md5,4fcb2008af9fc15990854d76e6a72ada",
+                "multiqc_software_versions.yaml:md5,daeb7eae448f42e223b54a234a21e7ad",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450",
-                "prokka_plot.yaml:md5,01369f7235e2572e8ceb819a34a8a8c7",
-                "quast_num_contigs.yaml:md5,9570c9403f733152db81fce18a1dc566",
-                "quast_table.yaml:md5,e12edd29a71811411d318e3dd7323909"
+                "prokka_plot.yaml:md5,229d29dafbf6bde37d8f245dfb535b2e",
+                "quast_num_contigs.yaml:md5,241f678b1df1c1dd0dd58246a073d7dc",
+                "quast_table.yaml:md5,c1c9b5770b5defb3595b7b46af6a746c"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-26T05:29:11.272960393"
+        "timestamp": "2025-08-26T06:41:02.728406685"
     }
 }
\ No newline at end of file

From b953b06c6e6238504f25fc1e7943c8e8f3c26e6b Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <diego.alvarez@umag.cl>
Date: Tue, 26 Aug 2025 13:26:59 -0300
Subject: [PATCH 094/288] Update snapshots

---
 conf/test_longreadonly.config                 |  6 ++++++
 conf/test_longreadonly_alternatives.config    |  2 +-
 tests/test_longreadonly.nf.test.snap          | 20 +++++++++----------
 ...est_longreadonly_alternatives.nf.test.snap | 16 +++++++--------
 4 files changed, 25 insertions(+), 19 deletions(-)

diff --git a/conf/test_longreadonly.config b/conf/test_longreadonly.config
index a95c0137d..2dd17d79a 100644
--- a/conf/test_longreadonly.config
+++ b/conf/test_longreadonly.config
@@ -19,6 +19,12 @@ process {
     ]
 }
 
+process {
+    withName: METAMDBG_ASM {
+        cpus = 2
+    }
+}
+
 params {
     config_profile_name        = 'Test longreadonly profile'
     config_profile_description = 'Minimal test dataset to check longread-only assembly'
diff --git a/conf/test_longreadonly_alternatives.config b/conf/test_longreadonly_alternatives.config
index 68347b800..163f4919e 100644
--- a/conf/test_longreadonly_alternatives.config
+++ b/conf/test_longreadonly_alternatives.config
@@ -31,7 +31,7 @@ params {
     longread_adaptertrimming_tool = 'porechop'
     longread_filtering_tool       = 'nanoq'
 
-    skip_flye                     = true
+    skip_metamdbg                 = true
     skip_quast                    = true
     skip_prodigal                 = true
     skip_prokka                   = true
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index 0b25ddead..ba835ed72 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -124,7 +124,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-26T02:22:24.977532922"
+        "timestamp": "2025-08-26T12:26:26.74211758"
     },
     "multiqc": {
         "content": [
@@ -169,24 +169,24 @@
                 "multiqc/multiqc_report.html"
             ],
             [
-                "busco_plot_bacteria_odb10.yaml:md5,d2074ad0f75fa9cc83ecd40f60df18a1",
-                "multiqc_busco.yaml:md5,5a13ed660fdb656fe4720285e8ad3a29",
+                "busco_plot_bacteria_odb10.yaml:md5,2564394041f48512a3dfa59e42489583",
+                "multiqc_busco.yaml:md5,a06d16807f18dc7a42df761d3121fc4c",
                 "multiqc_citations.yaml:md5,a2dc8129fc0a35448c4453633202ae29",
-                "multiqc_general_stats.yaml:md5,2ed9924f700cd139e0efeb7e17a30cdd",
-                "multiqc_prokka.yaml:md5,8608644f0600c48645562ddb42db8448",
-                "multiqc_quast.yaml:md5,77482119b35187eecfad2afce711026f",
-                "multiqc_quast_quast-1.yaml:md5,6489bdfeb4abd19085893b849d5a727f",
+                "multiqc_general_stats.yaml:md5,bdec8c1cdc3f49ab2d3c8ebb5dd3e296",
+                "multiqc_prokka.yaml:md5,53bc85b839b59b76635ce0a985a28f78",
+                "multiqc_quast.yaml:md5,486ec4dfcce66df8cbdcad045f05d04e",
+                "multiqc_quast_quast-1.yaml:md5,9ef86c72e98d90a226a271e26de3bb24",
                 "multiqc_software_versions.yaml:md5,7d84c8de46d5ad1b66238d0cd36a4870",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450",
-                "prokka_plot.yaml:md5,3ffd2f470a3760109d2fdd0f52f59211",
+                "prokka_plot.yaml:md5,fad3539e30887c2cdcfa7320abd6065e",
                 "quast_num_contigs.yaml:md5,710d04c92ddfbfaa827d5592f7adac07",
-                "quast_table.yaml:md5,bb19bda318c0a034e06c171bd81a0d48"
+                "quast_table.yaml:md5,4a65f7506876895a40d14e73a6691c2d"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-26T05:16:25.414216179"
+        "timestamp": "2025-08-26T12:26:26.827288575"
     }
 }
\ No newline at end of file
diff --git a/tests/test_longreadonly_alternatives.nf.test.snap b/tests/test_longreadonly_alternatives.nf.test.snap
index cddf96170..99db2a2f0 100644
--- a/tests/test_longreadonly_alternatives.nf.test.snap
+++ b/tests/test_longreadonly_alternatives.nf.test.snap
@@ -22,6 +22,9 @@
                 "CONVERT_DEPTHS": {
                     "bioawk": 20110810
                 },
+                "FLYE": {
+                    "flye": "2.9.5-b1801"
+                },
                 "GUNZIP_BINS": {
                     "gunzip": 1.13
                 },
@@ -45,9 +48,6 @@
                 "METABAT2_METABAT2": {
                     "metabat2": 2.17
                 },
-                "METAMDBG_ASM": {
-                    "metamdbg": 1.1
-                },
                 "MINIMAP2_ASSEMBLY_ALIGN": {
                     "minimap2": "2.29-r1283",
                     "samtools": 1.21
@@ -87,7 +87,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-26T02:19:01.494892348"
+        "timestamp": "2025-08-26T07:52:39.152470666"
     },
     "multiqc": {
         "content": [
@@ -111,11 +111,11 @@
                 "multiqc/multiqc_report.html"
             ],
             [
-                "busco_plot_bacteria_odb10.yaml:md5,5b513941de8f45d7a89a26aa276135be",
-                "multiqc_busco.yaml:md5,6e6b3b7bd67bb07bab47b1b5736f1350",
+                "busco_plot_bacteria_odb10.yaml:md5,61ea14a5ac60fa3b48ee832af75effff",
+                "multiqc_busco.yaml:md5,0a1896fc18fdea30852125167730c8c5",
                 "multiqc_citations.yaml:md5,cd0615b89829a041bc2a33cdb69b585b",
                 "multiqc_general_stats.yaml:md5,f5594b277c894e24b538c4ef9e468e3d",
-                "multiqc_software_versions.yaml:md5,07eb3da9e2afb571bba5ac1ddc8d699d",
+                "multiqc_software_versions.yaml:md5,42f109c3a2edd8ff7e2b0590312a9391",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450"
             ]
         ],
@@ -123,6 +123,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-26T05:11:51.145816832"
+        "timestamp": "2025-08-26T07:52:39.250820051"
     }
 }
\ No newline at end of file

From 6362a31f423e99e38550a1982942ef46578b1926 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <diego.alvarez@umag.cl>
Date: Tue, 26 Aug 2025 16:12:45 -0300
Subject: [PATCH 095/288] Update snapshot

---
 conf/test_longreadonly.config        |  2 +-
 tests/test_longreadonly.nf.test.snap | 18 +++++++++---------
 2 files changed, 10 insertions(+), 10 deletions(-)

diff --git a/conf/test_longreadonly.config b/conf/test_longreadonly.config
index 2dd17d79a..2a5ab1c72 100644
--- a/conf/test_longreadonly.config
+++ b/conf/test_longreadonly.config
@@ -21,7 +21,7 @@ process {
 
 process {
     withName: METAMDBG_ASM {
-        cpus = 2
+        cpus = 1
     }
 }
 
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index ba835ed72..cc0324759 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -169,24 +169,24 @@
                 "multiqc/multiqc_report.html"
             ],
             [
-                "busco_plot_bacteria_odb10.yaml:md5,2564394041f48512a3dfa59e42489583",
-                "multiqc_busco.yaml:md5,a06d16807f18dc7a42df761d3121fc4c",
+                "busco_plot_bacteria_odb10.yaml:md5,d99b10ec097d9b2c5965d36323321b58",
+                "multiqc_busco.yaml:md5,be65620d47ba52aeda873e8299c113e0",
                 "multiqc_citations.yaml:md5,a2dc8129fc0a35448c4453633202ae29",
-                "multiqc_general_stats.yaml:md5,bdec8c1cdc3f49ab2d3c8ebb5dd3e296",
-                "multiqc_prokka.yaml:md5,53bc85b839b59b76635ce0a985a28f78",
-                "multiqc_quast.yaml:md5,486ec4dfcce66df8cbdcad045f05d04e",
-                "multiqc_quast_quast-1.yaml:md5,9ef86c72e98d90a226a271e26de3bb24",
+                "multiqc_general_stats.yaml:md5,9258de9516316f92f0b046a399ca4005",
+                "multiqc_prokka.yaml:md5,7e95c90a1cbc1b4ec18f20d19a0fcdb0",
+                "multiqc_quast.yaml:md5,6fddbac3730cf16c754c48d96da0d7aa",
+                "multiqc_quast_quast-1.yaml:md5,86d00d8a06816fdf6871936dacaa91aa",
                 "multiqc_software_versions.yaml:md5,7d84c8de46d5ad1b66238d0cd36a4870",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450",
-                "prokka_plot.yaml:md5,fad3539e30887c2cdcfa7320abd6065e",
+                "prokka_plot.yaml:md5,a02a88ab798c94e8f3eab6bd38b0a2d0",
                 "quast_num_contigs.yaml:md5,710d04c92ddfbfaa827d5592f7adac07",
-                "quast_table.yaml:md5,4a65f7506876895a40d14e73a6691c2d"
+                "quast_table.yaml:md5,84e252e0ea771a746a28d584571cd8eb"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-26T12:26:26.827288575"
+        "timestamp": "2025-08-26T15:27:14.291739634"
     }
 }
\ No newline at end of file

From f8d6122aae057461a725e1c8125be6668113bb8a Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Thu, 28 Aug 2025 11:47:07 +0000
Subject: [PATCH 096/288] Standardise header sand tags

---
 tests/test_alternatives.nf.test              | 2 +-
 tests/test_hybrid.nf.test                    | 4 ++--
 tests/test_longreadonly.nf.test              | 4 ++--
 tests/test_longreadonly_alternatives.nf.test | 4 ++--
 tests/test_single_end.nf.test                | 2 +-
 5 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/tests/test_alternatives.nf.test b/tests/test_alternatives.nf.test
index 2268dc57d..76935a6c8 100644
--- a/tests/test_alternatives.nf.test
+++ b/tests/test_alternatives.nf.test
@@ -1,6 +1,6 @@
 nextflow_pipeline {
 
-    name "Test nf-core/mag"
+    name "Test pipeline with test_alternatives profile"
     script "../main.nf"
     tag "pipeline"
     tag "test_alternatives"
diff --git a/tests/test_hybrid.nf.test b/tests/test_hybrid.nf.test
index 774c0c537..73a1d421a 100644
--- a/tests/test_hybrid.nf.test
+++ b/tests/test_hybrid.nf.test
@@ -1,9 +1,9 @@
 nextflow_pipeline {
 
-    name "Test pipeline"
+    name "Test pipeline with test_hybrid profile"
     script "../main.nf"
     tag "pipeline"
-    tag "test"
+    tag "test_hybrid"
     profile "test_hybrid"
 
     test("-profile hybrid") {
diff --git a/tests/test_longreadonly.nf.test b/tests/test_longreadonly.nf.test
index 01cc11964..729fbdb35 100644
--- a/tests/test_longreadonly.nf.test
+++ b/tests/test_longreadonly.nf.test
@@ -1,9 +1,9 @@
 nextflow_pipeline {
 
-    name "Test pipeline"
+    name "Test pipeline with test_longreadonly profile"
     script "../main.nf"
     tag "pipeline"
-    tag "test"
+    tag "test_longreadonly"
     profile "test_longreadonly"
 
     test("-profile longreadonly") {
diff --git a/tests/test_longreadonly_alternatives.nf.test b/tests/test_longreadonly_alternatives.nf.test
index 14140fec4..fee387f35 100644
--- a/tests/test_longreadonly_alternatives.nf.test
+++ b/tests/test_longreadonly_alternatives.nf.test
@@ -1,9 +1,9 @@
 nextflow_pipeline {
 
-    name "Test pipeline"
+    name "Test pipeline with test_longreadonly_alternatives profile"
     script "../main.nf"
     tag "pipeline"
-    tag "test"
+    tag "test_longreadonly_alternatives"
     profile "test_longreadonly_alternatives"
 
     test("-profile longreadonly_alternatives") {
diff --git a/tests/test_single_end.nf.test b/tests/test_single_end.nf.test
index 0746b3ea6..e1b6eb1a4 100644
--- a/tests/test_single_end.nf.test
+++ b/tests/test_single_end.nf.test
@@ -1,6 +1,6 @@
 nextflow_pipeline {
 
-    name "Test pipeline"
+    name "Test pipeline with test_single_end profile"
     script "../main.nf"
     tag "pipeline"
     tag "test_single_end"

From 5bd4245e0291a6c9a11571b523c9e7190f9a6df9 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Thu, 28 Aug 2025 12:12:33 +0000
Subject: [PATCH 097/288] Use porechop_porechop in test_hbyrid profile

---
 conf/test_hybrid.config | 29 +++++++++++++++--------------
 1 file changed, 15 insertions(+), 14 deletions(-)

diff --git a/conf/test_hybrid.config b/conf/test_hybrid.config
index 2688def9a..f5bf4538e 100644
--- a/conf/test_hybrid.config
+++ b/conf/test_hybrid.config
@@ -20,23 +20,24 @@ process {
 }
 
 params {
-    config_profile_name        = 'Test hybrid profile'
-    config_profile_description = 'Minimal test dataset to check hybrid assembly'
+    config_profile_name           = 'Test hybrid profile'
+    config_profile_description    = 'Minimal test dataset to check hybrid assembly'
 
-    input                      = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.hybrid.v4.csv'
-    host_fasta                 = params.pipelines_testdata_base_path + 'mag/host_reference/genome.hg38.chr21_10000bp_region.fa'
+    input                         = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.hybrid.v4.csv'
+    host_fasta                    = params.pipelines_testdata_base_path + 'mag/host_reference/genome.hg38.chr21_10000bp_region.fa'
 
-    busco_db                   = params.pipelines_testdata_base_path + 'mag/databases/busco/bacteria_odb10.2024-01-08.tar.gz'
-    busco_db_lineage           = 'bacteria_odb10'
+    busco_db                      = params.pipelines_testdata_base_path + 'mag/databases/busco/bacteria_odb10.2024-01-08.tar.gz'
+    busco_db_lineage              = 'bacteria_odb10'
 
-    longread_filtering_tool    = 'chopper'
+    longread_adaptertrimming_tool = 'porechop'
+    longread_filtering_tool       = 'chopper'
 
-    skip_spades                = true
-    skip_megahit               = true
-    skip_flye                  = true
-    skip_metamdbg              = true
-    skip_gtdbtk                = true
-    skip_concoct               = true
+    skip_spades                   = true
+    skip_megahit                  = true
+    skip_flye                     = true
+    skip_metamdbg                 = true
+    skip_gtdbtk                   = true
+    skip_concoct                  = true
 
-    spadeshybrid_fix_cpus      = 2
+    spadeshybrid_fix_cpus         = 2
 }

From 1794ac8de6adc4946798d2a4a8c6d61f6596ef79 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Thu, 28 Aug 2025 12:36:32 +0000
Subject: [PATCH 098/288] update snapshot to include correct tool

---
 tests/test_hybrid.nf.test.snap | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/tests/test_hybrid.nf.test.snap b/tests/test_hybrid.nf.test.snap
index 00ff44f51..2c3619d44 100644
--- a/tests/test_hybrid.nf.test.snap
+++ b/tests/test_hybrid.nf.test.snap
@@ -96,8 +96,8 @@
                 "POOL_LONG_READS": {
                     "cat": 9.5
                 },
-                "PORECHOP_ABI": {
-                    "porechop_abi": "0.5.0"
+                "PORECHOP_PORECHOP": {
+                    "porechop": "0.2.4"
                 },
                 "PRODIGAL": {
                     "prodigal": "2.6.3",
@@ -143,7 +143,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-26T06:41:02.630071487"
+        "timestamp": "2025-08-28T12:35:39.827416764"
     },
     "multiqc": {
         "content": [
@@ -379,7 +379,7 @@
                 "multiqc_prokka.yaml:md5,f7ee4045a273845b501ba15e5fd4d38f",
                 "multiqc_quast.yaml:md5,e5940a0ce6af05da51fe94bc6d7d3901",
                 "multiqc_quast_quast-1.yaml:md5,4fcb2008af9fc15990854d76e6a72ada",
-                "multiqc_software_versions.yaml:md5,daeb7eae448f42e223b54a234a21e7ad",
+                "multiqc_software_versions.yaml:md5,31053bee3cf587e705f6d20805e2087c",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450",
                 "prokka_plot.yaml:md5,229d29dafbf6bde37d8f245dfb535b2e",
                 "quast_num_contigs.yaml:md5,241f678b1df1c1dd0dd58246a073d7dc",
@@ -390,6 +390,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-26T06:41:02.728406685"
+        "timestamp": "2025-08-28T12:35:40.030851549"
     }
 }
\ No newline at end of file

From 0ec5a2d98902dfe3faf45d355d07fa6e6d5a9045 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Wed, 3 Sep 2025 06:54:09 -0300
Subject: [PATCH 099/288] Add assembly input nf-test (WIP)

---
 conf/test_assembly_input.config        |  43 +++++++
 nextflow.config                        |   3 +
 tests/test_assembly_input.nf.test      |  39 ++++++
 tests/test_assembly_input.nf.test.snap | 157 +++++++++++++++++++++++++
 4 files changed, 242 insertions(+)
 create mode 100644 conf/test_assembly_input.config
 create mode 100644 tests/test_assembly_input.nf.test
 create mode 100644 tests/test_assembly_input.nf.test.snap

diff --git a/conf/test_assembly_input.config b/conf/test_assembly_input.config
new file mode 100644
index 000000000..12399afea
--- /dev/null
+++ b/conf/test_assembly_input.config
@@ -0,0 +1,43 @@
+/*
+========================================================================================
+    Nextflow config file for running minimal tests
+========================================================================================
+    Defines input files and everything required to run a fast and simple pipeline test.
+
+    Use as follows:
+        nextflow run nf-core/mag -profile test_longread,<docker/singularity> --outdir <OUTDIR>
+
+----------------------------------------------------------------------------------------
+*/
+
+// Limit resources so that this can run on GitHub Actions
+process {
+    resourceLimits = [
+        cpus: 4,
+        memory: '15.GB',
+        time: '1.h',
+    ]
+}
+
+params {
+    config_profile_name           = 'Test assembly input profile'
+    config_profile_description    = 'Minimal test dataset to check assembly input'
+
+    input                         = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.v4.csv'
+    assembly_input                = params.pipelines_testdata_base_path + 'mag/samplesheets/assembly_samplesheet.csv'
+
+    busco_db                      = params.pipelines_testdata_base_path + 'mag/databases/busco/bacteria_odb10.2024-01-08.tar.gz'
+    busco_db_lineage              = 'bacteria_odb10'
+
+    skip_quast                    = true
+    skip_prodigal                 = true
+    skip_prokka                   = true
+    skip_concoct                  = false
+    refine_bins_dastool           = true
+    refine_bins_dastool_threshold = 0.0
+    postbinning_input             = 'both'
+    // run_gunc                   = true
+    // skip_metaeuk               = false
+    // metaeuk_mmseqs_db          = 'UniRef50'
+    skip_gtdbtk                   = true
+}
diff --git a/nextflow.config b/nextflow.config
index 96c7cd469..0082a6d15 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -350,6 +350,9 @@ profiles {
     test_hybrid {
         includeConfig 'conf/test_hybrid.config'
     }
+    test_assembly_input {
+        includeConfig 'conf/test_assembly_input.config'
+    }
 }
 
 // Load nf-core custom profiles from different institutions
diff --git a/tests/test_assembly_input.nf.test b/tests/test_assembly_input.nf.test
new file mode 100644
index 000000000..bc150de73
--- /dev/null
+++ b/tests/test_assembly_input.nf.test
@@ -0,0 +1,39 @@
+nextflow_pipeline {
+
+    name "Test pipeline with test_assembly_input profile"
+    script "../main.nf"
+    tag "pipeline"
+    tag "test_assembly_input"
+    profile "test_assembly_input"
+
+    test("-profile assembly_input") {
+
+        when {
+            params {
+                outdir = "$outputDir"
+            }
+        }
+
+        then {
+
+            // Output directory: multiqc
+            def stable_name_multiqc = getAllFilesFromDir(
+                params.outdir, include: ['multiqc/**'], relative: true, includeDir: false
+            )
+            def stable_path_multiqc = getAllFilesFromDir(
+                params.outdir, include: ['multiqc/**'], ignoreFile: 'tests/.nftignore'
+            )
+
+            assert workflow.success
+            assertAll(
+                { assert snapshot(
+                    // Number of successful tasks
+                    workflow.trace.succeeded().size(),
+                    // pipeline versions.yml file for multiqc from which Nextflow version is removed because we test pipelines on multiple Nextflow versions
+                    removeNextflowVersion("$outputDir/pipeline_info/nf_core_mag_software_mqc_versions.yml"),
+                ).match() },
+                { assert snapshot(stable_name_multiqc, stable_path_multiqc).match('multiqc') },
+            )
+        }
+    }
+}
diff --git a/tests/test_assembly_input.nf.test.snap b/tests/test_assembly_input.nf.test.snap
new file mode 100644
index 000000000..201a34ed8
--- /dev/null
+++ b/tests/test_assembly_input.nf.test.snap
@@ -0,0 +1,157 @@
+{
+    "-profile assembly_input": {
+        "content": [
+            214,
+            {
+                "ADJUST_MAXBIN2_EXT": {
+                    "coreutils": null
+                },
+                "BIN_SUMMARY": {
+                    "python": "3.10.6",
+                    "pandas": "1.4.3"
+                },
+                "BOWTIE2_ASSEMBLY_ALIGN": {
+                    "bowtie2": "2.4.2",
+                    "samtools": 1.11,
+                    "pigz": "2.3.4"
+                },
+                "BOWTIE2_ASSEMBLY_BUILD": {
+                    "bowtie2": "2.4.2"
+                },
+                "BUSCO_BUSCO": {
+                    "busco": "6.0.0"
+                },
+                "BUSCO_UNTAR": {
+                    "untar": 1.34
+                },
+                "CONCAT_BINQC_TSV": {
+                    "csvtk": "0.31.0"
+                },
+                "CONCOCT_CONCOCT": {
+                    "concoct": "1.1.0"
+                },
+                "CONCOCT_CONCOCTCOVERAGETABLE": {
+                    "concoct": "1.1.0"
+                },
+                "CONCOCT_CUTUPFASTA": {
+                    "concoct": "1.1.0"
+                },
+                "CONCOCT_EXTRACTFASTABINS": {
+                    "concoct": "1.1.0"
+                },
+                "CONCOCT_MERGECUTUPCLUSTERING": {
+                    "concoct": "1.1.0"
+                },
+                "CONVERT_DEPTHS": {
+                    "bioawk": 20110810
+                },
+                "DASTOOL_DASTOOL": {
+                    "dastool": "1.1.6"
+                },
+                "DASTOOL_FASTATOCONTIG2BIN_CONCOCT": {
+                    "dastool": "1.1.6"
+                },
+                "DASTOOL_FASTATOCONTIG2BIN_MAXBIN2": {
+                    "dastool": "1.1.6"
+                },
+                "DASTOOL_FASTATOCONTIG2BIN_METABAT2": {
+                    "dastool": "1.1.6"
+                },
+                "GUNZIP_ASSEMBLYINPUT": {
+                    "gunzip": 1.13
+                },
+                "GUNZIP_BINS": {
+                    "gunzip": 1.13
+                },
+                "MAG_DEPTHS": {
+                    "python": "3.6.7",
+                    "pandas": "1.1.5"
+                },
+                "MAG_DEPTHS_PLOT": {
+                    "python": "3.9.6",
+                    "pandas": "1.3.0",
+                    "seaborn": "0.11.0"
+                },
+                "MAG_DEPTHS_SUMMARY": {
+                    "python": "3.10.6",
+                    "pandas": "1.4.3"
+                },
+                "MAXBIN2": {
+                    "maxbin2": "2.2.7"
+                },
+                "METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD": {
+                    "metabat2": 2.15
+                },
+                "METABAT2_METABAT2": {
+                    "metabat2": 2.17
+                },
+                "RENAME_POSTDASTOOL": {
+                    "coreutils": "8.30-3ubuntu2"
+                },
+                "RENAME_PREDASTOOL": {
+                    "coreutils": "8.30-3ubuntu2"
+                },
+                "SEQKIT_STATS": {
+                    "seqkit": "2.9.0"
+                },
+                "SPLIT_FASTA": {
+                    "python": "3.6.7",
+                    "biopython": "1.7.4",
+                    "pandas": "1.1.5"
+                },
+                "Workflow": {
+                    "nf-core/mag": "v4.1.0dev"
+                }
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-09-03T06:52:42.287981767"
+    },
+    "multiqc": {
+        "content": [
+            [
+                "multiqc/multiqc_data/BETA-multiqc.parquet",
+                "multiqc/multiqc_data/bowtie2_pe_plot.yaml",
+                "multiqc/multiqc_data/busco_plot_bacteria_odb10.yaml",
+                "multiqc/multiqc_data/multiqc.log",
+                "multiqc/multiqc_data/multiqc_bowtie2_bowtie2-2.yaml",
+                "multiqc/multiqc_data/multiqc_busco.yaml",
+                "multiqc/multiqc_data/multiqc_citations.yaml",
+                "multiqc/multiqc_data/multiqc_data.json",
+                "multiqc/multiqc_data/multiqc_general_stats.yaml",
+                "multiqc/multiqc_data/multiqc_software_versions.yaml",
+                "multiqc/multiqc_data/multiqc_sources.yaml",
+                "multiqc/multiqc_plots/pdf/bowtie2_pe_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/bowtie2_pe_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/busco_plot_bacteria_odb10-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/busco_plot_bacteria_odb10-pct.pdf",
+                "multiqc/multiqc_plots/png/bowtie2_pe_plot-cnt.png",
+                "multiqc/multiqc_plots/png/bowtie2_pe_plot-pct.png",
+                "multiqc/multiqc_plots/png/busco_plot_bacteria_odb10-cnt.png",
+                "multiqc/multiqc_plots/png/busco_plot_bacteria_odb10-pct.png",
+                "multiqc/multiqc_plots/svg/bowtie2_pe_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/bowtie2_pe_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/busco_plot_bacteria_odb10-cnt.svg",
+                "multiqc/multiqc_plots/svg/busco_plot_bacteria_odb10-pct.svg",
+                "multiqc/multiqc_report.html"
+            ],
+            [
+                "bowtie2_pe_plot.yaml:md5,d47c21d3c14102edf43e36521aa3fcf6",
+                "busco_plot_bacteria_odb10.yaml:md5,c30b2ad74380d95bdabc67bb44d658a1",
+                "multiqc_bowtie2_bowtie2-2.yaml:md5,34efd9a91ede5c3d7150b8de2f4c20f0",
+                "multiqc_busco.yaml:md5,38eb19ae047a7be58b2af7f325a9704f",
+                "multiqc_citations.yaml:md5,4aaa7714bb3dba1dd50f383c2ae4f4bb",
+                "multiqc_general_stats.yaml:md5,229a87a550a6d00b7496a1200ff53da1",
+                "multiqc_software_versions.yaml:md5,2390fc7ddc52a918cdccd410bbbd8f48"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-09-03T06:52:42.310171139"
+    }
+}
\ No newline at end of file

From 47377d510b20fc688ae32ff8e551ac6312cbede1 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Wed, 3 Sep 2025 07:32:44 -0300
Subject: [PATCH 100/288] Add metaeuk

---
 conf/test_assembly_input.config        |  4 ++--
 tests/test_assembly_input.nf.test.snap | 11 +++++++----
 2 files changed, 9 insertions(+), 6 deletions(-)

diff --git a/conf/test_assembly_input.config b/conf/test_assembly_input.config
index 12399afea..ec484fde5 100644
--- a/conf/test_assembly_input.config
+++ b/conf/test_assembly_input.config
@@ -37,7 +37,7 @@ params {
     refine_bins_dastool_threshold = 0.0
     postbinning_input             = 'both'
     // run_gunc                   = true
-    // skip_metaeuk               = false
-    // metaeuk_mmseqs_db          = 'UniRef50'
+    skip_metaeuk                  = false
+    metaeuk_db                    = params.pipelines_testdata_base_path + 'modules/data/proteomics/database/yeast_UPS.fasta'
     skip_gtdbtk                   = true
 }
diff --git a/tests/test_assembly_input.nf.test.snap b/tests/test_assembly_input.nf.test.snap
index 201a34ed8..f48fa8081 100644
--- a/tests/test_assembly_input.nf.test.snap
+++ b/tests/test_assembly_input.nf.test.snap
@@ -1,7 +1,7 @@
 {
     "-profile assembly_input": {
         "content": [
-            214,
+            317,
             {
                 "ADJUST_MAXBIN2_EXT": {
                     "coreutils": null
@@ -85,6 +85,9 @@
                 "METABAT2_METABAT2": {
                     "metabat2": 2.17
                 },
+                "METAEUK_EASYPREDICT": {
+                    "metaeuk": "6.a5d39d9"
+                },
                 "RENAME_POSTDASTOOL": {
                     "coreutils": "8.30-3ubuntu2"
                 },
@@ -108,7 +111,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-09-03T06:52:42.287981767"
+        "timestamp": "2025-09-03T07:32:22.014907915"
     },
     "multiqc": {
         "content": [
@@ -145,13 +148,13 @@
                 "multiqc_busco.yaml:md5,38eb19ae047a7be58b2af7f325a9704f",
                 "multiqc_citations.yaml:md5,4aaa7714bb3dba1dd50f383c2ae4f4bb",
                 "multiqc_general_stats.yaml:md5,229a87a550a6d00b7496a1200ff53da1",
-                "multiqc_software_versions.yaml:md5,2390fc7ddc52a918cdccd410bbbd8f48"
+                "multiqc_software_versions.yaml:md5,71fae3c74bf25391b1373dca90be8c20"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-09-03T06:52:42.310171139"
+        "timestamp": "2025-09-03T07:32:22.060385119"
     }
 }
\ No newline at end of file

From 70a1b3093372508006270e246a670ab49e7590cf Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 26 Aug 2025 05:37:22 -0300
Subject: [PATCH 101/288] Update fastp

---
 CHANGELOG.md                                  |    1 +
 modules.json                                  |    2 +-
 modules/nf-core/fastp/environment.yml         |    7 +
 modules/nf-core/fastp/main.nf                 |   45 +-
 modules/nf-core/fastp/meta.yml                |  148 +-
 modules/nf-core/fastp/tests/main.nf.test      |  576 +++++++
 modules/nf-core/fastp/tests/main.nf.test.snap | 1331 +++++++++++++++++
 .../fastp/tests/nextflow.interleaved.config   |    5 +
 .../fastp/tests/nextflow.save_failed.config   |    5 +
 .../local/preprocessing_shortread/main.nf     |    3 +-
 10 files changed, 2063 insertions(+), 60 deletions(-)
 create mode 100644 modules/nf-core/fastp/environment.yml
 create mode 100644 modules/nf-core/fastp/tests/main.nf.test
 create mode 100644 modules/nf-core/fastp/tests/main.nf.test.snap
 create mode 100644 modules/nf-core/fastp/tests/nextflow.interleaved.config
 create mode 100644 modules/nf-core/fastp/tests/nextflow.save_failed.config

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 881fb1c5f..fabf7d646 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -44,6 +44,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 | CAT        | 5.2.3            | 6.0.1       |
 | centrifuge | 1.0.4.1          | 1.0.4.2     |
 | nanolyse   | 1.41.6           | 1.44.1      |
+| fastp      | 0.23.4           | 0.24.0      |
 | flye       |                  | 2.9.5       |
 | metabat2   | 2.15             | 2.17        |
 | metamdbg   |                  | 1.0         |
diff --git a/modules.json b/modules.json
index 22b7b3fdb..82d534f39 100644
--- a/modules.json
+++ b/modules.json
@@ -138,7 +138,7 @@
                     },
                     "fastp": {
                         "branch": "master",
-                        "git_sha": "d497a4868ace3302016ea8ed4b395072d5e833cd",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "fastqc": {
diff --git a/modules/nf-core/fastp/environment.yml b/modules/nf-core/fastp/environment.yml
new file mode 100644
index 000000000..90adcd2c5
--- /dev/null
+++ b/modules/nf-core/fastp/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::fastp=0.24.0
diff --git a/modules/nf-core/fastp/main.nf b/modules/nf-core/fastp/main.nf
index 831b7f128..6e3e6c43a 100644
--- a/modules/nf-core/fastp/main.nf
+++ b/modules/nf-core/fastp/main.nf
@@ -2,14 +2,15 @@ process FASTP {
     tag "$meta.id"
     label 'process_medium'
 
-    conda "bioconda::fastp=0.23.4"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/fastp:0.23.4--h5f740d0_0' :
-        'biocontainers/fastp:0.23.4--h5f740d0_0' }"
+        'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/88/889a182b8066804f4799f3808a5813ad601381a8a0e3baa4ab8d73e739b97001/data' :
+        'community.wave.seqera.io/library/fastp:0.24.0--62c97b06e8447690' }"
 
     input:
     tuple val(meta), path(reads)
     path  adapter_fasta
+    val   discard_trimmed_pass
     val   save_trimmed_fail
     val   save_merged
 
@@ -18,9 +19,9 @@ process FASTP {
     tuple val(meta), path('*.json')           , emit: json
     tuple val(meta), path('*.html')           , emit: html
     tuple val(meta), path('*.log')            , emit: log
-    path "versions.yml"                       , emit: versions
     tuple val(meta), path('*.fail.fastq.gz')  , optional:true, emit: reads_fail
     tuple val(meta), path('*.merged.fastq.gz'), optional:true, emit: reads_merged
+    path "versions.yml"                       , emit: versions
 
     when:
     task.ext.when == null || task.ext.when
@@ -29,7 +30,9 @@ process FASTP {
     def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.id}"
     def adapter_list = adapter_fasta ? "--adapter_fasta ${adapter_fasta}" : ""
-    def fail_fastq = save_trimmed_fail && meta.single_end ? "--failed_out ${prefix}.fail.fastq.gz" : save_trimmed_fail && !meta.single_end ? "--unpaired1 ${prefix}_1.fail.fastq.gz --unpaired2 ${prefix}_2.fail.fastq.gz" : ''
+    def fail_fastq = save_trimmed_fail && meta.single_end ? "--failed_out ${prefix}.fail.fastq.gz" : save_trimmed_fail && !meta.single_end ? "--failed_out ${prefix}.paired.fail.fastq.gz --unpaired1 ${prefix}_1.fail.fastq.gz --unpaired2 ${prefix}_2.fail.fastq.gz" : ''
+    def out_fq1 = discard_trimmed_pass ?: ( meta.single_end ? "--out1 ${prefix}.fastp.fastq.gz" : "--out1 ${prefix}_1.fastp.fastq.gz" )
+    def out_fq2 = discard_trimmed_pass ?: "--out2 ${prefix}_2.fastp.fastq.gz"
     // Added soft-links to original fastqs for consistent naming in MultiQC
     // Use single ended for interleaved. Add --interleaved_in in config.
     if ( task.ext.args?.contains('--interleaved_in') ) {
@@ -45,7 +48,7 @@ process FASTP {
             $adapter_list \\
             $fail_fastq \\
             $args \\
-            2> ${prefix}.fastp.log \\
+            2>| >(tee ${prefix}.fastp.log >&2) \\
         | gzip -c > ${prefix}.fastp.fastq.gz
 
         cat <<-END_VERSIONS > versions.yml
@@ -59,14 +62,14 @@ process FASTP {
 
         fastp \\
             --in1 ${prefix}.fastq.gz \\
-            --out1  ${prefix}.fastp.fastq.gz \\
+            $out_fq1 \\
             --thread $task.cpus \\
             --json ${prefix}.fastp.json \\
             --html ${prefix}.fastp.html \\
             $adapter_list \\
             $fail_fastq \\
             $args \\
-            2> ${prefix}.fastp.log
+            2>| >(tee ${prefix}.fastp.log >&2)
 
         cat <<-END_VERSIONS > versions.yml
         "${task.process}":
@@ -81,8 +84,8 @@ process FASTP {
         fastp \\
             --in1 ${prefix}_1.fastq.gz \\
             --in2 ${prefix}_2.fastq.gz \\
-            --out1 ${prefix}_1.fastp.fastq.gz \\
-            --out2 ${prefix}_2.fastp.fastq.gz \\
+            $out_fq1 \\
+            $out_fq2 \\
             --json ${prefix}.fastp.json \\
             --html ${prefix}.fastp.html \\
             $adapter_list \\
@@ -91,7 +94,7 @@ process FASTP {
             --thread $task.cpus \\
             --detect_adapter_for_pe \\
             $args \\
-            2> ${prefix}.fastp.log
+            2>| >(tee ${prefix}.fastp.log >&2)
 
         cat <<-END_VERSIONS > versions.yml
         "${task.process}":
@@ -99,4 +102,24 @@ process FASTP {
         END_VERSIONS
         """
     }
+
+    stub:
+    def prefix              = task.ext.prefix ?: "${meta.id}"
+    def is_single_output    = task.ext.args?.contains('--interleaved_in') || meta.single_end
+    def touch_reads         = (discard_trimmed_pass) ? "" : (is_single_output) ? "echo '' | gzip > ${prefix}.fastp.fastq.gz" : "echo '' | gzip > ${prefix}_1.fastp.fastq.gz ; echo '' | gzip > ${prefix}_2.fastp.fastq.gz"
+    def touch_merged        = (!is_single_output && save_merged) ? "echo '' | gzip >  ${prefix}.merged.fastq.gz" : ""
+    def touch_fail_fastq    = (!save_trimmed_fail) ? "" : meta.single_end ? "echo '' | gzip > ${prefix}.fail.fastq.gz" : "echo '' | gzip > ${prefix}.paired.fail.fastq.gz ; echo '' | gzip > ${prefix}_1.fail.fastq.gz ; echo '' | gzip > ${prefix}_2.fail.fastq.gz"
+    """
+    $touch_reads
+    $touch_fail_fastq
+    $touch_merged
+    touch "${prefix}.fastp.json"
+    touch "${prefix}.fastp.html"
+    touch "${prefix}.fastp.log"
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        fastp: \$(fastp --version 2>&1 | sed -e "s/fastp //g")
+    END_VERSIONS
+    """
 }
diff --git a/modules/nf-core/fastp/meta.yml b/modules/nf-core/fastp/meta.yml
index 197ea7ca6..b8673272a 100644
--- a/modules/nf-core/fastp/meta.yml
+++ b/modules/nf-core/fastp/meta.yml
@@ -11,63 +11,117 @@ tools:
       documentation: https://github.com/OpenGene/fastp
       doi: 10.1093/bioinformatics/bty560
       licence: ["MIT"]
+      identifier: biotools:fastp
 input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information. Use 'single_end: true' to specify single ended or interleaved FASTQs. Use 'single_end: false' for paired-end reads.
-        e.g. [ id:'test', single_end:false ]
-  - reads:
-      type: file
-      description: |
-        List of input FastQ files of size 1 and 2 for single-end and paired-end data,
-        respectively. If you wish to run interleaved paired-end data,  supply as single-end data
-        but with `--interleaved_in` in your `modules.conf`'s `ext.args` for the module.
+  - - meta:
+        type: map
+        description: |
+          Groovy Map containing sample information. Use 'single_end: true' to specify single ended or interleaved FASTQs. Use 'single_end: false' for paired-end reads.
+          e.g. [ id:'test', single_end:false ]
+    - reads:
+        type: file
+        description: |
+          List of input FastQ files of size 1 and 2 for single-end and paired-end data,
+          respectively. If you wish to run interleaved paired-end data,  supply as single-end data
+          but with `--interleaved_in` in your `modules.conf`'s `ext.args` for the module.
+        ontologies: []
   - adapter_fasta:
       type: file
       description: File in FASTA format containing possible adapters to remove.
       pattern: "*.{fasta,fna,fas,fa}"
+      ontologies: []
+  - discard_trimmed_pass:
+      type: boolean
+      description: |
+        Specify true to not write any reads that pass trimming thresholds.
+        This can be used to use fastp for the output report only.
   - save_trimmed_fail:
       type: boolean
-      description: Specify true to save files that failed to pass trimming thresholds ending in `*.fail.fastq.gz`
+      description: Specify true to save files that failed to pass trimming thresholds
+        ending in `*.fail.fastq.gz`
   - save_merged:
       type: boolean
-      description: Specify true to save all merged reads to the a file ending in `*.merged.fastq.gz`
-
+      description: Specify true to save all merged reads to a file ending in `*.merged.fastq.gz`
 output:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - reads:
-      type: file
-      description: The trimmed/modified/unmerged fastq reads
-      pattern: "*fastp.fastq.gz"
-  - json:
-      type: file
-      description: Results in JSON format
-      pattern: "*.json"
-  - html:
-      type: file
-      description: Results in HTML format
-      pattern: "*.html"
-  - log:
-      type: file
-      description: fastq log file
-      pattern: "*.log"
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
-  - reads_fail:
-      type: file
-      description: Reads the failed the preprocessing
-      pattern: "*fail.fastq.gz"
-  - reads_merged:
-      type: file
-      description: Reads that were successfully merged
-      pattern: "*.{merged.fastq.gz}"
+  reads:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.fastp.fastq.gz":
+          type: file
+          description: The trimmed/modified/unmerged fastq reads
+          pattern: "*fastp.fastq.gz"
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  json:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.json":
+          type: file
+          description: Results in JSON format
+          pattern: "*.json"
+          ontologies:
+            - edam: http://edamontology.org/format_3464 # JSON
+  html:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.html":
+          type: file
+          description: Results in HTML format
+          pattern: "*.html"
+          ontologies: []
+  log:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.log":
+          type: file
+          description: fastq log file
+          pattern: "*.log"
+          ontologies: []
+  reads_fail:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.fail.fastq.gz":
+          type: file
+          description: Reads the failed the preprocessing
+          pattern: "*fail.fastq.gz"
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  reads_merged:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.merged.fastq.gz":
+          type: file
+          description: Reads that were successfully merged
+          pattern: "*.{merged.fastq.gz}"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@drpatelh"
   - "@kevinmenden"
+maintainers:
+  - "@drpatelh"
+  - "@kevinmenden"
diff --git a/modules/nf-core/fastp/tests/main.nf.test b/modules/nf-core/fastp/tests/main.nf.test
new file mode 100644
index 000000000..30dbb8aab
--- /dev/null
+++ b/modules/nf-core/fastp/tests/main.nf.test
@@ -0,0 +1,576 @@
+nextflow_process {
+
+    name "Test Process FASTP"
+    script "../main.nf"
+    process "FASTP"
+    tag "modules"
+    tag "modules_nfcore"
+    tag "fastp"
+
+    test("test_fastp_single_end") {
+
+        when {
+
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:true ],
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true) ]
+                ])
+                input[1] = []
+                input[2] = false
+                input[3] = false
+                input[4] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert path(process.out.html.get(0).get(1)).getText().contains("single end (151 cycles)") },
+                { assert path(process.out.log.get(0).get(1)).getText().contains("reads passed filter: 99") },
+                { assert snapshot(
+                    process.out.json,
+                    process.out.reads,
+                    process.out.reads_fail,
+                    process.out.reads_merged,
+                    process.out.versions).match() }
+            )
+        }
+    }
+
+    test("test_fastp_paired_end") {
+
+        when {
+
+            process {
+                """
+                adapter_fasta     = []
+                save_trimmed_pass = true
+                save_trimmed_fail = false
+                save_merged       = false
+
+                input[0] = Channel.of([
+                    [ id:'test', single_end:false ], // meta map
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_2.fastq.gz', checkIfExists: true) ]
+                ])
+                input[1] = []
+                input[2] = false
+                input[3] = false
+                input[4] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert path(process.out.html.get(0).get(1)).getText().contains("The input has little adapter percentage (~0.000000%), probably it's trimmed before.") },
+                { assert path(process.out.log.get(0).get(1)).getText().contains("Q30 bases: 12281(88.3716%)") },
+                { assert snapshot(
+                    process.out.json,
+                    process.out.reads,
+                    process.out.reads_fail,
+                    process.out.reads_merged,
+                    process.out.versions).match() }
+            )
+        }
+    }
+
+    test("fastp test_fastp_interleaved") {
+
+        config './nextflow.interleaved.config'
+        when {
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:true ], // meta map
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_interleaved.fastq.gz', checkIfExists: true) ]
+                ])
+                input[1] = []
+                input[2] = false
+                input[3] = false
+                input[4] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert path(process.out.html.get(0).get(1)).getText().contains("paired end (151 cycles + 151 cycles)") },
+                { assert path(process.out.log.get(0).get(1)).getText().contains("reads passed filter: 162") },
+                { assert process.out.reads_fail == [] },
+                { assert process.out.reads_merged == [] },
+                { assert snapshot(
+                    process.out.reads,
+                    process.out.json,
+                    process.out.versions).match() }
+            )
+        }
+    }
+
+    test("test_fastp_single_end_trim_fail") {
+
+        when {
+
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:true ], // meta map
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true) ]
+                ])
+                input[1] = []
+                input[2] = false
+                input[3] = true
+                input[4] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert path(process.out.html.get(0).get(1)).getText().contains("single end (151 cycles)") },
+                { assert path(process.out.log.get(0).get(1)).getText().contains("reads passed filter: 99") },
+                { assert snapshot(
+                    process.out.json,
+                    process.out.reads,
+                    process.out.reads_fail,
+                    process.out.reads_merged,
+                    process.out.versions).match() }
+            )
+        }
+    }
+
+    test("test_fastp_paired_end_trim_fail") {
+
+        config './nextflow.save_failed.config'
+        when {
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:false ], // meta map
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_2.fastq.gz', checkIfExists: true)]
+                ])
+                input[1] = []
+                input[2] = false
+                input[3] = true
+                input[4] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert path(process.out.html.get(0).get(1)).getText().contains("The input has little adapter percentage (~0.000000%), probably it's trimmed before.") },
+                { assert path(process.out.log.get(0).get(1)).getText().contains("reads passed filter: 162") },
+                { assert snapshot(
+                    process.out.reads,
+                    process.out.reads_fail,
+                    process.out.reads_merged,
+                    process.out.json,
+                    process.out.versions).match() }
+            )
+        }
+    }
+
+    test("test_fastp_paired_end_merged") {
+
+        when {
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:false ], // meta map
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_2.fastq.gz', checkIfExists: true) ]
+                ])
+                input[1] = []
+                input[2] = false
+                input[3] = false
+                input[4] = true
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert path(process.out.html.get(0).get(1)).getText().contains("The input has little adapter percentage (~0.000000%), probably it's trimmed before.") },
+                { assert path(process.out.log.get(0).get(1)).getText().contains("total reads: 75") },
+                { assert snapshot(
+                    process.out.json,
+                    process.out.reads,
+                    process.out.reads_fail,
+                    process.out.reads_merged,
+                    process.out.versions).match() },
+            )
+        }
+    }
+
+    test("test_fastp_paired_end_merged_adapterlist") {
+
+        when {
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:false ], // meta map
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_2.fastq.gz', checkIfExists: true) ]
+                ])
+                input[1] =  Channel.of([ file(params.modules_testdata_base_path + 'delete_me/fastp/adapters.fasta', checkIfExists: true) ])
+                input[2] = false
+                input[3] = false
+                input[4] = true
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert path(process.out.html.get(0).get(1)).getText().contains("<div id='After_filtering__merged__quality'>") },
+                { assert path(process.out.log.get(0).get(1)).getText().contains("total bases: 13683") },
+                { assert snapshot(
+                    process.out.json,
+                    process.out.reads,
+                    process.out.reads_fail,
+                    process.out.reads_merged,
+                    process.out.versions).match() }
+            )
+        }
+    }
+
+    test("test_fastp_single_end_qc_only") {
+
+        when {
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:true ],
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true) ]
+                ])
+                input[1] = []
+                input[2] = true
+                input[3] = false
+                input[4] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert path(process.out.html.get(0).get(1)).getText().contains("single end (151 cycles)") },
+                { assert path(process.out.log.get(0).get(1)).getText().contains("reads passed filter: 99") },
+                { assert snapshot(
+                    process.out.json,
+                    process.out.reads,
+                    process.out.reads,
+                    process.out.reads_fail,
+                    process.out.reads_fail,
+                    process.out.reads_merged,
+                    process.out.reads_merged,
+                    process.out.versions).match() }
+            )
+        }
+    }
+
+    test("test_fastp_paired_end_qc_only") {
+
+        when {
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:false ], // meta map
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_2.fastq.gz', checkIfExists: true) ]
+                ])
+                input[1] = []
+                input[2] = true
+                input[3] = false
+                input[4] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert path(process.out.html.get(0).get(1)).getText().contains("The input has little adapter percentage (~0.000000%), probably it's trimmed before.") },
+                { assert path(process.out.log.get(0).get(1)).getText().contains("Q30 bases: 12281(88.3716%)") },
+                { assert snapshot(
+                    process.out.json,
+                    process.out.reads,
+                    process.out.reads,
+                    process.out.reads_fail,
+                    process.out.reads_fail,
+                    process.out.reads_merged,
+                    process.out.reads_merged,
+                    process.out.versions).match() }
+            )
+        }
+    }
+
+    test("test_fastp_single_end - stub") {
+
+        options "-stub"
+
+        when {
+
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:true ],
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true) ]
+                ])
+                input[1] = []
+                input[2] = false
+                input[3] = false
+                input[4] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+
+    test("test_fastp_paired_end - stub") {
+
+        options "-stub"
+
+        when {
+
+            process {
+                """
+                adapter_fasta     = []
+                save_trimmed_pass = true
+                save_trimmed_fail = false
+                save_merged       = false
+
+                input[0] = Channel.of([
+                    [ id:'test', single_end:false ], // meta map
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_2.fastq.gz', checkIfExists: true) ]
+                ])
+                input[1] = []
+                input[2] = false
+                input[3] = false
+                input[4] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+
+    test("fastp - stub test_fastp_interleaved") {
+
+        options "-stub"
+
+        config './nextflow.interleaved.config'
+        when {
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:true ], // meta map
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_interleaved.fastq.gz', checkIfExists: true) ]
+                ])
+                input[1] = []
+                input[2] = false
+                input[3] = false
+                input[4] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+
+    test("test_fastp_single_end_trim_fail - stub") {
+
+        options "-stub"
+
+        when {
+
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:true ], // meta map
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true) ]
+                ])
+                input[1] = []
+                input[2] = false
+                input[3] = true
+                input[4] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+
+    test("test_fastp_paired_end_trim_fail - stub") {
+
+        options "-stub"
+
+        config './nextflow.save_failed.config'
+        when {
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:false ], // meta map
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_2.fastq.gz', checkIfExists: true)]
+                ])
+                input[1] = []
+                input[2] = false
+                input[3] = true
+                input[4] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+
+    test("test_fastp_paired_end_merged - stub") {
+
+        options "-stub"
+
+        when {
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:false ], // meta map
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_2.fastq.gz', checkIfExists: true) ]
+                ])
+                input[1] = []
+                input[2] = false
+                input[3] = false
+                input[4] = true
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+
+    test("test_fastp_paired_end_merged_adapterlist - stub") {
+
+        options "-stub"
+
+        when {
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:false ], // meta map
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_2.fastq.gz', checkIfExists: true) ]
+                ])
+                input[1] =  Channel.of([ file(params.modules_testdata_base_path + 'delete_me/fastp/adapters.fasta', checkIfExists: true) ])
+                input[2] = false
+                input[3] = false
+                input[4] = true
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+
+    test("test_fastp_single_end_qc_only - stub") {
+
+        options "-stub"
+
+        when {
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:true ],
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true) ]
+                ])
+                input[1] = []
+                input[2] = true
+                input[3] = false
+                input[4] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+
+    test("test_fastp_paired_end_qc_only - stub") {
+
+        options "-stub"
+
+        when {
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:false ], // meta map
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_2.fastq.gz', checkIfExists: true) ]
+                ])
+                input[1] = []
+                input[2] = true
+                input[3] = false
+                input[4] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/fastp/tests/main.nf.test.snap b/modules/nf-core/fastp/tests/main.nf.test.snap
new file mode 100644
index 000000000..9e2aaf315
--- /dev/null
+++ b/modules/nf-core/fastp/tests/main.nf.test.snap
@@ -0,0 +1,1331 @@
+{
+    "test_fastp_single_end_qc_only - stub": {
+        "content": [
+            {
+                "0": [
+                    
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.json:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "2": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.html:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "3": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "4": [
+                    
+                ],
+                "5": [
+                    
+                ],
+                "6": [
+                    "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+                ],
+                "html": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.html:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "json": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.json:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "log": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "reads": [
+                    
+                ],
+                "reads_fail": [
+                    
+                ],
+                "reads_merged": [
+                    
+                ],
+                "versions": [
+                    "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-31T13:40:51.8619133"
+    },
+    "test_fastp_paired_end": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.fastp.json:md5,7cf3bff1922b512bcca58439eb2d3679"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    [
+                        "test_1.fastp.fastq.gz:md5,67b2bbae47f073e05a97a9c2edce23c7",
+                        "test_2.fastp.fastq.gz:md5,25cbdca08e2083dbd4f0502de6b62f39"
+                    ]
+                ]
+            ],
+            [
+                
+            ],
+            [
+                
+            ],
+            [
+                "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-31T13:39:15.121411815"
+    },
+    "test_fastp_paired_end_merged_adapterlist": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.fastp.json:md5,533983f8c11cc3f2ccdcea01531f68ae"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    [
+                        "test_1.fastp.fastq.gz:md5,54b726a55e992a869fd3fa778afe1672",
+                        "test_2.fastp.fastq.gz:md5,29d3b33b869f7b63417b8ff07bb128ba"
+                    ]
+                ]
+            ],
+            [
+                
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.merged.fastq.gz:md5,c873bb1ab3fa859dcc47306465e749d5"
+                ]
+            ],
+            [
+                "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-31T13:39:51.561598206"
+    },
+    "test_fastp_single_end_qc_only": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": true
+                    },
+                    "test.fastp.json:md5,93f407199ee8b94c023c291bddfc4dce"
+                ]
+            ],
+            [
+                
+            ],
+            [
+                
+            ],
+            [
+                
+            ],
+            [
+                
+            ],
+            [
+                
+            ],
+            [
+                
+            ],
+            [
+                "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-31T13:39:56.392912049"
+    },
+    "test_fastp_paired_end_trim_fail": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    [
+                        "test_1.fastp.fastq.gz:md5,6ff32a64c5188b9a9192be1398c262c7",
+                        "test_2.fastp.fastq.gz:md5,db0cb7c9977e94ac2b4b446ebd017a8a"
+                    ]
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    [
+                        "test.paired.fail.fastq.gz:md5,409b687c734cedd7a1fec14d316e1366",
+                        "test_1.fail.fastq.gz:md5,4f273cf3159c13f79e8ffae12f5661f6",
+                        "test_2.fail.fastq.gz:md5,f97b9edefb5649aab661fbc9e71fc995"
+                    ]
+                ]
+            ],
+            [
+                
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.fastp.json:md5,5009a892192f2084c2af69c153d88d6c"
+                ]
+            ],
+            [
+                "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-31T13:39:38.690242568"
+    },
+    "fastp - stub test_fastp_interleaved": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.json:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "2": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.html:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "3": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "4": [
+                    
+                ],
+                "5": [
+                    
+                ],
+                "6": [
+                    "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+                ],
+                "html": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.html:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "json": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.json:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "log": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "reads": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "reads_fail": [
+                    
+                ],
+                "reads_merged": [
+                    
+                ],
+                "versions": [
+                    "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-31T13:40:23.678200076"
+    },
+    "test_fastp_single_end - stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.json:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "2": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.html:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "3": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "4": [
+                    
+                ],
+                "5": [
+                    
+                ],
+                "6": [
+                    "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+                ],
+                "html": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.html:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "json": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.json:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "log": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "reads": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "reads_fail": [
+                    
+                ],
+                "reads_merged": [
+                    
+                ],
+                "versions": [
+                    "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-31T13:40:08.756547678"
+    },
+    "test_fastp_paired_end_merged_adapterlist - stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        [
+                            "test_1.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940",
+                            "test_2.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        ]
+                    ]
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.json:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "2": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.html:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "3": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "4": [
+                    
+                ],
+                "5": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.merged.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "6": [
+                    "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+                ],
+                "html": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.html:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "json": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.json:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "log": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "reads": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        [
+                            "test_1.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940",
+                            "test_2.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        ]
+                    ]
+                ],
+                "reads_fail": [
+                    
+                ],
+                "reads_merged": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.merged.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-31T13:40:47.596331823"
+    },
+    "test_fastp_paired_end_merged - stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        [
+                            "test_1.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940",
+                            "test_2.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        ]
+                    ]
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.json:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "2": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.html:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "3": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "4": [
+                    
+                ],
+                "5": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.merged.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "6": [
+                    "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+                ],
+                "html": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.html:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "json": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.json:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "log": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "reads": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        [
+                            "test_1.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940",
+                            "test_2.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        ]
+                    ]
+                ],
+                "reads_fail": [
+                    
+                ],
+                "reads_merged": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.merged.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-31T13:40:39.962303534"
+    },
+    "test_fastp_paired_end_merged": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.fastp.json:md5,8f99097bfa04b629891105b8af9c429f"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    [
+                        "test_1.fastp.fastq.gz:md5,54b726a55e992a869fd3fa778afe1672",
+                        "test_2.fastp.fastq.gz:md5,29d3b33b869f7b63417b8ff07bb128ba"
+                    ]
+                ]
+            ],
+            [
+                
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.merged.fastq.gz:md5,c873bb1ab3fa859dcc47306465e749d5"
+                ]
+            ],
+            [
+                "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-31T13:39:46.300238743"
+    },
+    "test_fastp_paired_end - stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        [
+                            "test_1.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940",
+                            "test_2.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        ]
+                    ]
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.json:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "2": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.html:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "3": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "4": [
+                    
+                ],
+                "5": [
+                    
+                ],
+                "6": [
+                    "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+                ],
+                "html": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.html:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "json": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.json:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "log": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "reads": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        [
+                            "test_1.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940",
+                            "test_2.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        ]
+                    ]
+                ],
+                "reads_fail": [
+                    
+                ],
+                "reads_merged": [
+                    
+                ],
+                "versions": [
+                    "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-31T13:40:16.309925689"
+    },
+    "test_fastp_single_end": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": true
+                    },
+                    "test.fastp.json:md5,81dc86dd695967bb5c015e0a978bf20c"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": true
+                    },
+                    "test.fastp.fastq.gz:md5,67b2bbae47f073e05a97a9c2edce23c7"
+                ]
+            ],
+            [
+                
+            ],
+            [
+                
+            ],
+            [
+                "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-31T13:39:07.133909607"
+    },
+    "test_fastp_single_end_trim_fail - stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.json:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "2": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.html:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "3": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "4": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fail.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "5": [
+                    
+                ],
+                "6": [
+                    "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+                ],
+                "html": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.html:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "json": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.json:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "log": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "reads": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "reads_fail": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.fail.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "reads_merged": [
+                    
+                ],
+                "versions": [
+                    "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-31T13:40:28.086573661"
+    },
+    "test_fastp_paired_end_trim_fail - stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        [
+                            "test_1.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940",
+                            "test_2.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        ]
+                    ]
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.json:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "2": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.html:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "3": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "4": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        [
+                            "test.paired.fail.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940",
+                            "test_1.fail.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940",
+                            "test_2.fail.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        ]
+                    ]
+                ],
+                "5": [
+                    
+                ],
+                "6": [
+                    "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+                ],
+                "html": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.html:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "json": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.json:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "log": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "reads": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        [
+                            "test_1.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940",
+                            "test_2.fastp.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        ]
+                    ]
+                ],
+                "reads_fail": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        [
+                            "test.paired.fail.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940",
+                            "test_1.fail.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940",
+                            "test_2.fail.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        ]
+                    ]
+                ],
+                "reads_merged": [
+                    
+                ],
+                "versions": [
+                    "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-31T13:40:35.606162029"
+    },
+    "fastp test_fastp_interleaved": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": true
+                    },
+                    "test.fastp.fastq.gz:md5,217d62dc13a23e92513a1bd8e1bcea39"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": true
+                    },
+                    "test.fastp.json:md5,101003b8ac634ca5fd381656ac2b8b9f"
+                ]
+            ],
+            [
+                "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-31T13:39:23.114582408"
+    },
+    "test_fastp_single_end_trim_fail": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": true
+                    },
+                    "test.fastp.json:md5,d721f75d68a382c819b6499e6325a942"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": true
+                    },
+                    "test.fastp.fastq.gz:md5,67b2bbae47f073e05a97a9c2edce23c7"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": true
+                    },
+                    "test.fail.fastq.gz:md5,3e4aaadb66a5b8fc9b881bf39c227abd"
+                ]
+            ],
+            [
+                
+            ],
+            [
+                "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-31T13:39:30.757538842"
+    },
+    "test_fastp_paired_end_qc_only": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.fastp.json:md5,1ad31d6559ff5d4d275f501f3f5c02b9"
+                ]
+            ],
+            [
+                
+            ],
+            [
+                
+            ],
+            [
+                
+            ],
+            [
+                
+            ],
+            [
+                
+            ],
+            [
+                
+            ],
+            [
+                "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-31T13:40:01.381972575"
+    },
+    "test_fastp_paired_end_qc_only - stub": {
+        "content": [
+            {
+                "0": [
+                    
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.json:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "2": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.html:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "3": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "4": [
+                    
+                ],
+                "5": [
+                    
+                ],
+                "6": [
+                    "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+                ],
+                "html": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.html:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "json": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.json:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "log": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.fastp.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "reads": [
+                    
+                ],
+                "reads_fail": [
+                    
+                ],
+                "reads_merged": [
+                    
+                ],
+                "versions": [
+                    "versions.yml:md5,3799377c4173131ba9392346e1c40bb9"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-03-31T13:40:56.392034947"
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/fastp/tests/nextflow.interleaved.config b/modules/nf-core/fastp/tests/nextflow.interleaved.config
new file mode 100644
index 000000000..4be8dbd2c
--- /dev/null
+++ b/modules/nf-core/fastp/tests/nextflow.interleaved.config
@@ -0,0 +1,5 @@
+process {
+    withName: FASTP {
+        ext.args = "--interleaved_in -e 30"
+    }
+}
diff --git a/modules/nf-core/fastp/tests/nextflow.save_failed.config b/modules/nf-core/fastp/tests/nextflow.save_failed.config
new file mode 100644
index 000000000..53b61b0c1
--- /dev/null
+++ b/modules/nf-core/fastp/tests/nextflow.save_failed.config
@@ -0,0 +1,5 @@
+process {
+    withName: FASTP {
+        ext.args = "-e 30"
+    }
+}
diff --git a/subworkflows/local/preprocessing_shortread/main.nf b/subworkflows/local/preprocessing_shortread/main.nf
index bb29b73a4..cb3095a11 100644
--- a/subworkflows/local/preprocessing_shortread/main.nf
+++ b/subworkflows/local/preprocessing_shortread/main.nf
@@ -40,8 +40,9 @@ workflow SHORTREAD_PREPROCESSING {
             FASTP(
                 ch_raw_short_reads,
                 [],
+                false,
                 params.fastp_save_trimmed_fail,
-                [],
+                false,
             )
             ch_versions = ch_versions.mix(FASTP.out.versions)
             ch_short_reads_prepped = FASTP.out.reads

From ceff9d8659f781e7fd67e4f6d87e189151531621 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 26 Aug 2025 05:43:48 -0300
Subject: [PATCH 102/288] Update bcftools

---
 CHANGELOG.md                                  |   1 +
 modules.json                                  |   6 +-
 .../bcftools/consensus/environment.yml        |   7 +
 modules/nf-core/bcftools/consensus/main.nf    |  23 +-
 modules/nf-core/bcftools/consensus/meta.yml   |  77 ++--
 .../bcftools/consensus/tests/main.nf.test     |  90 +++++
 .../consensus/tests/main.nf.test.snap         | 101 ++++++
 .../nf-core/bcftools/index/environment.yml    |   7 +
 modules/nf-core/bcftools/index/main.nf        |  20 +-
 modules/nf-core/bcftools/index/meta.yml       |  79 +++--
 .../nf-core/bcftools/index/tests/main.nf.test | 113 ++++++
 .../bcftools/index/tests/main.nf.test.snap    | 120 +++++++
 .../bcftools/index/tests/nextflow.config      |   3 +
 modules/nf-core/bcftools/view/environment.yml |   7 +
 modules/nf-core/bcftools/view/main.nf         |  34 +-
 modules/nf-core/bcftools/view/meta.yml        |  95 +++--
 .../nf-core/bcftools/view/tests/main.nf.test  | 298 ++++++++++++++++
 .../bcftools/view/tests/main.nf.test.snap     | 333 ++++++++++++++++++
 .../bcftools/view/tests/nextflow.config       |   3 +
 .../bcftools/view/tests/vcf_gz_index.config   |   4 +
 .../view/tests/vcf_gz_index_csi.config        |   4 +
 .../view/tests/vcf_gz_index_tbi.config        |   4 +
 subworkflows/local/ancient_dna/main.nf        |   2 +-
 23 files changed, 1323 insertions(+), 108 deletions(-)
 create mode 100644 modules/nf-core/bcftools/consensus/environment.yml
 create mode 100644 modules/nf-core/bcftools/consensus/tests/main.nf.test
 create mode 100644 modules/nf-core/bcftools/consensus/tests/main.nf.test.snap
 create mode 100644 modules/nf-core/bcftools/index/environment.yml
 create mode 100644 modules/nf-core/bcftools/index/tests/main.nf.test
 create mode 100644 modules/nf-core/bcftools/index/tests/main.nf.test.snap
 create mode 100644 modules/nf-core/bcftools/index/tests/nextflow.config
 create mode 100644 modules/nf-core/bcftools/view/environment.yml
 create mode 100644 modules/nf-core/bcftools/view/tests/main.nf.test
 create mode 100644 modules/nf-core/bcftools/view/tests/main.nf.test.snap
 create mode 100644 modules/nf-core/bcftools/view/tests/nextflow.config
 create mode 100644 modules/nf-core/bcftools/view/tests/vcf_gz_index.config
 create mode 100644 modules/nf-core/bcftools/view/tests/vcf_gz_index_csi.config
 create mode 100644 modules/nf-core/bcftools/view/tests/vcf_gz_index_tbi.config

diff --git a/CHANGELOG.md b/CHANGELOG.md
index fabf7d646..0176c2828 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -40,6 +40,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 | Tool       | Previous version | New version |
 | ---------- | ---------------- | ----------- |
+| bcftools   | 1.17             | 1.21        |
 | BUSCO      | 5.8.3            | 6.0.0       |
 | CAT        | 5.2.3            | 6.0.1       |
 | centrifuge | 1.0.4.1          | 1.0.4.2     |
diff --git a/modules.json b/modules.json
index 82d534f39..8f7770673 100644
--- a/modules.json
+++ b/modules.json
@@ -18,17 +18,17 @@
                     },
                     "bcftools/consensus": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "bcftools/index": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "bcftools/view": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "busco/busco": {
diff --git a/modules/nf-core/bcftools/consensus/environment.yml b/modules/nf-core/bcftools/consensus/environment.yml
new file mode 100644
index 000000000..557488607
--- /dev/null
+++ b/modules/nf-core/bcftools/consensus/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::bcftools=1.21
diff --git a/modules/nf-core/bcftools/consensus/main.nf b/modules/nf-core/bcftools/consensus/main.nf
index 2c5e86079..bcff83114 100644
--- a/modules/nf-core/bcftools/consensus/main.nf
+++ b/modules/nf-core/bcftools/consensus/main.nf
@@ -2,13 +2,13 @@ process BCFTOOLS_CONSENSUS {
     tag "$meta.id"
     label 'process_medium'
 
-    conda "bioconda::bcftools=1.17"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bcftools:1.17--haef29d1_0':
-        'biocontainers/bcftools:1.17--haef29d1_0' }"
+        'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/5a/5acacb55c52bec97c61fd34ffa8721fce82ce823005793592e2a80bf71632cd0/data':
+        'community.wave.seqera.io/library/bcftools:1.21--4335bec1d7b44d11' }"
 
     input:
-    tuple val(meta), path(vcf), path(tbi), path(fasta)
+    tuple val(meta), path(vcf), path(tbi), path(fasta), path(mask)
 
     output:
     tuple val(meta), path('*.fa'), emit: fasta
@@ -20,12 +20,14 @@ process BCFTOOLS_CONSENSUS {
     script:
     def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.id}"
+    def masking = mask ? "-m $mask" : ""
     """
     cat $fasta \\
         | bcftools \\
             consensus \\
             $vcf \\
             $args \\
+            $masking \\
             > ${prefix}.fa
 
     cat <<-END_VERSIONS > versions.yml
@@ -33,4 +35,17 @@ process BCFTOOLS_CONSENSUS {
         bcftools: \$(bcftools --version 2>&1 | head -n1 | sed 's/^.*bcftools //; s/ .*\$//')
     END_VERSIONS
     """
+
+    stub:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    def masking = mask ? "-m $mask" : ""
+    """
+    touch ${prefix}.fa
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        bcftools: \$(bcftools --version 2>&1 | head -n1 | sed 's/^.*bcftools //; s/ .*\$//')
+    END_VERSIONS
+    """
 }
diff --git a/modules/nf-core/bcftools/consensus/meta.yml b/modules/nf-core/bcftools/consensus/meta.yml
index 05a93a560..6b4ad0cd1 100644
--- a/modules/nf-core/bcftools/consensus/meta.yml
+++ b/modules/nf-core/bcftools/consensus/meta.yml
@@ -12,38 +12,55 @@ tools:
       documentation: http://www.htslib.org/doc/bcftools.html
       doi: 10.1093/bioinformatics/btp352
       licence: ["MIT"]
+      identifier: biotools:bcftools
 input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - vcf:
-      type: file
-      description: VCF file
-      pattern: "*.{vcf}"
-  - tbi:
-      type: file
-      description: tabix index file
-      pattern: "*.{tbi}"
-  - fasta:
-      type: file
-      description: FASTA reference file
-      pattern: "*.{fasta,fa}"
+  - - meta:
+        type: map
+        description: |
+          Groovy Map containing sample information
+          e.g. [ id:'test', single_end:false ]
+    - vcf:
+        type: file
+        description: VCF file
+        pattern: "*.{vcf}"
+        ontologies: []
+    - tbi:
+        type: file
+        description: tabix index file
+        pattern: "*.{tbi}"
+        ontologies: []
+    - fasta:
+        type: file
+        description: FASTA reference file
+        pattern: "*.{fasta,fa}"
+        ontologies: []
+    - mask:
+        type: file
+        description: BED file used for masking
+        pattern: "*.{bed}"
+        ontologies: []
 output:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - fasta:
-      type: file
-      description: FASTA reference consensus file
-      pattern: "*.{fasta,fa}"
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
+  fasta:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.fa":
+          type: file
+          description: FASTA reference consensus file
+          pattern: "*.{fasta,fa}"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@joseespinosa"
   - "@drpatelh"
+maintainers:
+  - "@joseespinosa"
+  - "@drpatelh"
diff --git a/modules/nf-core/bcftools/consensus/tests/main.nf.test b/modules/nf-core/bcftools/consensus/tests/main.nf.test
new file mode 100644
index 000000000..567c78bc6
--- /dev/null
+++ b/modules/nf-core/bcftools/consensus/tests/main.nf.test
@@ -0,0 +1,90 @@
+nextflow_process {
+
+    name "Test Process BCFTOOLS_CONSENSUS"
+    script "../main.nf"
+    process "BCFTOOLS_CONSENSUS"
+
+    tag "modules"
+    tag "modules_nfcore"
+    tag "bcftools"
+    tag "bcftools/consensus"
+
+    test("bcftools - test") {
+
+        tag "bcftools_consensus"
+
+        when {
+            process{
+                """
+                input[0] = [
+                    [ id:'test'],
+                    file(params.test_data['sarscov2']['illumina']['test_vcf_gz'], checkIfExists: true),
+                    file(params.test_data['sarscov2']['illumina']['test_vcf_gz_tbi'], checkIfExists: true),
+                    file(params.test_data['sarscov2']['genome']['genome_fasta'], checkIfExists: true),
+                    file(params.test_data['sarscov2']['genome']['test_bed'], checkIfExists: true)
+                ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            ) 
+        }
+    }
+
+    test("bcftools - test - no mask") {
+
+        tag "bcftools_consensus"
+
+        when {
+            process{
+                """
+                input[0] = [
+                    [ id:'test'],
+                    file(params.test_data['sarscov2']['illumina']['test_vcf_gz'], checkIfExists: true),
+                    file(params.test_data['sarscov2']['illumina']['test_vcf_gz_tbi'], checkIfExists: true),
+                    file(params.test_data['sarscov2']['genome']['genome_fasta'], checkIfExists: true),
+                    []
+                ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            ) 
+        }
+    }
+
+    test("bcftools - stub - test") {
+
+        tag "stub"
+        options '-stub'
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test' ], // meta map
+                    file(params.test_data['sarscov2']['illumina']['test_vcf_gz'], checkIfExists: true),
+                    file(params.test_data['sarscov2']['illumina']['test_vcf_gz_tbi'], checkIfExists: true),
+                    file(params.test_data['sarscov2']['genome']['genome_fasta'], checkIfExists: true),
+                    file(params.test_data['sarscov2']['genome']['test_bed'], checkIfExists: true)
+                ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match()}
+            )
+        }
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/bcftools/consensus/tests/main.nf.test.snap b/modules/nf-core/bcftools/consensus/tests/main.nf.test.snap
new file mode 100644
index 000000000..564303f08
--- /dev/null
+++ b/modules/nf-core/bcftools/consensus/tests/main.nf.test.snap
@@ -0,0 +1,101 @@
+{
+    "bcftools - stub - test": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.fa:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "1": [
+                    "versions.yml:md5,f23de3ce430443d1a74a0da8bf1951eb"
+                ],
+                "fasta": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.fa:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,f23de3ce430443d1a74a0da8bf1951eb"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-04-01T13:15:31.674308506"
+    },
+    "bcftools - test": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.fa:md5,313f4a657187fdaf293c4ed69d98c112"
+                    ]
+                ],
+                "1": [
+                    "versions.yml:md5,f23de3ce430443d1a74a0da8bf1951eb"
+                ],
+                "fasta": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.fa:md5,313f4a657187fdaf293c4ed69d98c112"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,f23de3ce430443d1a74a0da8bf1951eb"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-04-01T13:15:23.26111289"
+    },
+    "bcftools - test - no mask": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.fa:md5,e57d3e4d113f989bc069c5fd61627091"
+                    ]
+                ],
+                "1": [
+                    "versions.yml:md5,f23de3ce430443d1a74a0da8bf1951eb"
+                ],
+                "fasta": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.fa:md5,e57d3e4d113f989bc069c5fd61627091"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,f23de3ce430443d1a74a0da8bf1951eb"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-04-01T13:15:27.500207988"
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/bcftools/index/environment.yml b/modules/nf-core/bcftools/index/environment.yml
new file mode 100644
index 000000000..557488607
--- /dev/null
+++ b/modules/nf-core/bcftools/index/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::bcftools=1.21
diff --git a/modules/nf-core/bcftools/index/main.nf b/modules/nf-core/bcftools/index/main.nf
index 43360aab5..66d824a1b 100644
--- a/modules/nf-core/bcftools/index/main.nf
+++ b/modules/nf-core/bcftools/index/main.nf
@@ -2,10 +2,10 @@ process BCFTOOLS_INDEX {
     tag "$meta.id"
     label 'process_low'
 
-    conda "bioconda::bcftools=1.17"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bcftools:1.17--haef29d1_0':
-        'biocontainers/bcftools:1.17--haef29d1_0' }"
+        'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/5a/5acacb55c52bec97c61fd34ffa8721fce82ce823005793592e2a80bf71632cd0/data':
+        'community.wave.seqera.io/library/bcftools:1.21--4335bec1d7b44d11' }"
 
     input:
     tuple val(meta), path(vcf)
@@ -34,4 +34,18 @@ process BCFTOOLS_INDEX {
         bcftools: \$(bcftools --version 2>&1 | head -n1 | sed 's/^.*bcftools //; s/ .*\$//')
     END_VERSIONS
     """
+
+    stub:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    def extension = args.contains("--tbi") || args.contains("-t") ? "tbi" :
+                    "csi"
+    """
+    touch ${vcf}.${extension}
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        bcftools: \$(bcftools --version 2>&1 | head -n1 | sed 's/^.*bcftools //; s/ .*\$//')
+    END_VERSIONS
+    """
 }
diff --git a/modules/nf-core/bcftools/index/meta.yml b/modules/nf-core/bcftools/index/meta.yml
index b883fa5f5..74707acbc 100644
--- a/modules/nf-core/bcftools/index/meta.yml
+++ b/modules/nf-core/bcftools/index/meta.yml
@@ -8,42 +8,61 @@ keywords:
   - tbi
 tools:
   - bcftools:
-      description: BCFtools is a set of utilities that manipulate variant calls in the Variant Call Format (VCF) and its binary counterpart BCF. All commands work transparently with both VCFs and BCFs, both uncompressed and BGZF-compressed.  Most commands accept VCF, bgzipped VCF and BCF with filetype detected automatically even when streaming from a pipe. Indexed VCF and BCF will work in all situations. Un-indexed VCF and BCF and streams will work in most, but not all situations.
+      description: BCFtools is a set of utilities that manipulate variant calls in the
+        Variant Call Format (VCF) and its binary counterpart BCF. All commands work
+        transparently with both VCFs and BCFs, both uncompressed and BGZF-compressed.  Most
+        commands accept VCF, bgzipped VCF and BCF with filetype detected automatically
+        even when streaming from a pipe. Indexed VCF and BCF will work in all situations.
+        Un-indexed VCF and BCF and streams will work in most, but not all situations.
       homepage: https://samtools.github.io/bcftools/
       documentation: https://samtools.github.io/bcftools/howtos/index.html
       tool_dev_url: https://github.com/samtools/bcftools
       doi: "10.1093/gigascience/giab008"
       licence: ["MIT", "GPL-3.0-or-later"]
-
+      identifier: biotools:bcftools
 input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - VCF:
-      type: file
-      description: VCF file (optionally GZIPPED)
-      pattern: "*.{vcf,vcf.gz}"
-
+  - - meta:
+        type: map
+        description: |
+          Groovy Map containing sample information
+          e.g. [ id:'test', single_end:false ]
+    - vcf:
+        type: file
+        description: VCF file (optionally GZIPPED)
+        pattern: "*.{vcf,vcf.gz}"
+        ontologies: []
 output:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - version:
-      type: file
-      description: File containing software version
-      pattern: "versions.yml"
-  - csi:
-      type: file
-      description: Default VCF file index file
-      pattern: "*.csi"
-  - tbi:
-      type: file
-      description: Alternative VCF file index file for larger files (activated with -t parameter)
-      pattern: "*.tbi"
-
+  csi:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.csi":
+          type: file
+          description: Default VCF file index file
+          pattern: "*.csi"
+          ontologies: []
+  tbi:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.tbi":
+          type: file
+          description: Alternative VCF file index file for larger files (activated with
+            -t parameter)
+          pattern: "*.tbi"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software version
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@jfy133"
+maintainers:
+  - "@jfy133"
diff --git a/modules/nf-core/bcftools/index/tests/main.nf.test b/modules/nf-core/bcftools/index/tests/main.nf.test
new file mode 100644
index 000000000..9b3748533
--- /dev/null
+++ b/modules/nf-core/bcftools/index/tests/main.nf.test
@@ -0,0 +1,113 @@
+nextflow_process {
+
+    name "Test Process BCFTOOLS_INDEX"
+    script "../main.nf"
+    process "BCFTOOLS_INDEX"
+
+    tag "modules"
+    tag "modules_nfcore"
+    tag "bcftools"
+    tag "bcftools/index"
+
+    test("sarscov2 - vcf - csi") {
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test' ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz', checkIfExists: true)
+                ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    process.out.csi.collect { it.collect { it instanceof Map ? it : file(it).name } },
+                    process.out.versions).match()
+                }
+            )
+        }
+
+    }
+
+    test("sarscov2 - vcf - tbi") {
+
+        config "./nextflow.config"
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test' ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz', checkIfExists: true)
+                ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    process.out.tbi.collect { it.collect { it instanceof Map ? it : file(it).name } },
+                    process.out.versions).match()
+                }
+            )
+        }
+
+    }
+
+    test("sarscov2 - vcf - csi - stub") {
+
+        options "-stub"
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test' ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz', checkIfExists: true)
+                ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+
+    }
+
+    test("sarscov2 - vcf - tbi - stub") {
+
+        config "./nextflow.config"
+        options "-stub"
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test' ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz', checkIfExists: true)
+                ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+
+    }
+
+}
\ No newline at end of file
diff --git a/modules/nf-core/bcftools/index/tests/main.nf.test.snap b/modules/nf-core/bcftools/index/tests/main.nf.test.snap
new file mode 100644
index 000000000..19cdce7aa
--- /dev/null
+++ b/modules/nf-core/bcftools/index/tests/main.nf.test.snap
@@ -0,0 +1,120 @@
+{
+    "sarscov2 - vcf - csi - stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.vcf.gz.csi:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "1": [
+                    
+                ],
+                "2": [
+                    "versions.yml:md5,0679fa7bdb181a09497bb5d0e0208e7e"
+                ],
+                "csi": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.vcf.gz.csi:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "tbi": [
+                    
+                ],
+                "versions": [
+                    "versions.yml:md5,0679fa7bdb181a09497bb5d0e0208e7e"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-04-01T13:27:09.068494316"
+    },
+    "sarscov2 - vcf - tbi": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test"
+                    },
+                    "test.vcf.gz.tbi"
+                ]
+            ],
+            [
+                "versions.yml:md5,0679fa7bdb181a09497bb5d0e0208e7e"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-04-01T13:27:02.067535809"
+    },
+    "sarscov2 - vcf - tbi - stub": {
+        "content": [
+            {
+                "0": [
+                    
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.vcf.gz.tbi:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "2": [
+                    "versions.yml:md5,0679fa7bdb181a09497bb5d0e0208e7e"
+                ],
+                "csi": [
+                    
+                ],
+                "tbi": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "test.vcf.gz.tbi:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,0679fa7bdb181a09497bb5d0e0208e7e"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-04-01T13:27:13.198252226"
+    },
+    "sarscov2 - vcf - csi": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test"
+                    },
+                    "test.vcf.gz.csi"
+                ]
+            ],
+            [
+                "versions.yml:md5,0679fa7bdb181a09497bb5d0e0208e7e"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-04-01T13:26:58.059916648"
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/bcftools/index/tests/nextflow.config b/modules/nf-core/bcftools/index/tests/nextflow.config
new file mode 100644
index 000000000..db83f7e5a
--- /dev/null
+++ b/modules/nf-core/bcftools/index/tests/nextflow.config
@@ -0,0 +1,3 @@
+process {
+    ext.args = '--tbi'
+}
diff --git a/modules/nf-core/bcftools/view/environment.yml b/modules/nf-core/bcftools/view/environment.yml
new file mode 100644
index 000000000..557488607
--- /dev/null
+++ b/modules/nf-core/bcftools/view/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::bcftools=1.21
diff --git a/modules/nf-core/bcftools/view/main.nf b/modules/nf-core/bcftools/view/main.nf
index 86f807d34..5ef5d1bc6 100644
--- a/modules/nf-core/bcftools/view/main.nf
+++ b/modules/nf-core/bcftools/view/main.nf
@@ -2,10 +2,10 @@ process BCFTOOLS_VIEW {
     tag "$meta.id"
     label 'process_medium'
 
-    conda "bioconda::bcftools=1.17"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bcftools:1.17--haef29d1_0':
-        'biocontainers/bcftools:1.17--haef29d1_0' }"
+        'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/5a/5acacb55c52bec97c61fd34ffa8721fce82ce823005793592e2a80bf71632cd0/data':
+        'community.wave.seqera.io/library/bcftools:1.21--4335bec1d7b44d11' }"
 
     input:
     tuple val(meta), path(vcf), path(index)
@@ -14,8 +14,10 @@ process BCFTOOLS_VIEW {
     path(samples)
 
     output:
-    tuple val(meta), path("*.gz") , emit: vcf
-    path "versions.yml"           , emit: versions
+    tuple val(meta), path("*.{vcf,vcf.gz,bcf,bcf.gz}"), emit: vcf
+    tuple val(meta), path("*.tbi")                    , emit: tbi, optional: true
+    tuple val(meta), path("*.csi")                    , emit: csi, optional: true
+    path "versions.yml"                               , emit: versions
 
     when:
     task.ext.when == null || task.ext.when
@@ -26,9 +28,14 @@ process BCFTOOLS_VIEW {
     def regions_file  = regions ? "--regions-file ${regions}" : ""
     def targets_file = targets ? "--targets-file ${targets}" : ""
     def samples_file =  samples ? "--samples-file ${samples}" : ""
+    def extension = args.contains("--output-type b") || args.contains("-Ob") ? "bcf.gz" :
+                    args.contains("--output-type u") || args.contains("-Ou") ? "bcf" :
+                    args.contains("--output-type z") || args.contains("-Oz") ? "vcf.gz" :
+                    args.contains("--output-type v") || args.contains("-Ov") ? "vcf" :
+                    "vcf"
     """
     bcftools view \\
-        --output ${prefix}.vcf.gz \\
+        --output ${prefix}.${extension} \\
         ${regions_file} \\
         ${targets_file} \\
         ${samples_file} \\
@@ -43,9 +50,22 @@ process BCFTOOLS_VIEW {
     """
 
     stub:
+    def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.id}"
+    def extension = args.contains("--output-type b") || args.contains("-Ob") ? "bcf.gz" :
+                    args.contains("--output-type u") || args.contains("-Ou") ? "bcf" :
+                    args.contains("--output-type z") || args.contains("-Oz") ? "vcf.gz" :
+                    args.contains("--output-type v") || args.contains("-Ov") ? "vcf" :
+                    "vcf"
+    def stub_index = args.contains("--write-index=tbi") || args.contains("-W=tbi") ? "tbi" :
+                     args.contains("--write-index=csi") || args.contains("-W=csi") ? "csi" :
+                     args.contains("--write-index")     || args.contains("-W") ? "csi" :
+                     ""
+    def create_cmd = extension.endsWith(".gz") ? "echo '' | gzip >" : "touch"
+    def create_index = extension.endsWith(".gz") && stub_index.matches("csi|tbi") ? "touch ${prefix}.${extension}.${stub_index}" : ""
     """
-    touch ${prefix}.vcf.gz
+    ${create_cmd} ${prefix}.${extension}
+    ${create_index}
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/modules/nf-core/bcftools/view/meta.yml b/modules/nf-core/bcftools/view/meta.yml
index 326fd1fa0..e9df97420 100644
--- a/modules/nf-core/bcftools/view/meta.yml
+++ b/modules/nf-core/bcftools/view/meta.yml
@@ -1,11 +1,11 @@
 name: bcftools_view
-description: View, subset and filter VCF or BCF files by position and filtering expression. Convert between VCF and BCF
+description: View, subset and filter VCF or BCF files by position and filtering expression.
+  Convert between VCF and BCF
 keywords:
   - variant calling
   - view
   - bcftools
   - VCF
-
 tools:
   - view:
       description: |
@@ -14,50 +14,85 @@ tools:
       documentation: http://www.htslib.org/doc/bcftools.html
       doi: 10.1093/bioinformatics/btp352
       licence: ["MIT"]
+      identifier: biotools:bcftools
 input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - vcf:
-      type: file
-      description: |
-        The vcf file to be inspected.
-        e.g. 'file.vcf'
-  - index:
-      type: file
-      description: |
-        The tab index for the VCF file to be inspected.
-        e.g. 'file.tbi'
+  - - meta:
+        type: map
+        description: |
+          Groovy Map containing sample information
+          e.g. [ id:'test', single_end:false ]
+    - vcf:
+        type: file
+        description: |
+          The vcf file to be inspected.
+          e.g. 'file.vcf'
+        ontologies: []
+    - index:
+        type: file
+        description: |
+          The tab index for the VCF file to be inspected.
+          e.g. 'file.tbi'
+        ontologies: []
   - regions:
       type: file
       description: |
         Optionally, restrict the operation to regions listed in this file.
         e.g. 'file.vcf'
+      ontologies: []
   - targets:
       type: file
       description: |
         Optionally, restrict the operation to regions listed in this file (doesn't rely upon index files)
         e.g. 'file.vcf'
+      ontologies: []
   - samples:
       type: file
       description: |
         Optional, file of sample names to be included or excluded.
         e.g. 'file.tsv'
+      ontologies: []
 output:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - vcf:
-      type: file
-      description: VCF normalized output file
-      pattern: "*.{vcf.gz}"
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
+  vcf:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.{vcf,vcf.gz,bcf,bcf.gz}":
+          type: file
+          description: VCF normalized output file
+          pattern: "*.{vcf,vcf.gz,bcf,bcf.gz}"
+          ontologies: []
+  tbi:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.tbi":
+          type: file
+          description: Alternative VCF file index
+          pattern: "*.tbi"
+          ontologies: []
+  csi:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.csi":
+          type: file
+          description: Default VCF file index
+          pattern: "*.csi"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@abhi18av"
+maintainers:
+  - "@abhi18av"
diff --git a/modules/nf-core/bcftools/view/tests/main.nf.test b/modules/nf-core/bcftools/view/tests/main.nf.test
new file mode 100644
index 000000000..1e60c50d5
--- /dev/null
+++ b/modules/nf-core/bcftools/view/tests/main.nf.test
@@ -0,0 +1,298 @@
+nextflow_process {
+
+    name "Test Process BCFTOOLS_VIEW"
+    script "../main.nf"
+    process "BCFTOOLS_VIEW"
+
+    tag "modules"
+    tag "modules_nfcore"
+    tag "bcftools"
+    tag "bcftools/view"
+
+    test("sarscov2 - [vcf, tbi], [], [], []") {
+
+        config "./nextflow.config"
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'out', single_end:false ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz.tbi', checkIfExists: true)
+                ]
+                input[1] = []
+                input[2] = []
+                input[3] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    process.out.vcf,
+                    process.out.versions
+                ).match() }
+            )
+        }
+
+    }
+
+    test("sarscov2 - [vcf, tbi], [], [], [] - vcf_gz_index") {
+
+        config "./vcf_gz_index.config"
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'out', single_end:false ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz.tbi', checkIfExists: true)
+                ]
+                input[1] = []
+                input[2] = []
+                input[3] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    process.out.vcf,
+                    process.out.csi.collect { it.collect { it instanceof Map ? it : file(it).name } },
+                    process.out.tbi.collect { it.collect { it instanceof Map ? it : file(it).name } },
+                    process.out.versions
+                ).match() },
+                { assert process.out.csi[0][1].endsWith(".csi") }
+            )
+        }
+
+    }
+
+    test("sarscov2 - [vcf, tbi], [], [], [] - vcf_gz_index_csi") {
+
+        config "./vcf_gz_index_csi.config"
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'out', single_end:false ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz.tbi', checkIfExists: true)
+                ]
+                input[1] = []
+                input[2] = []
+                input[3] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    process.out.vcf,
+                    process.out.csi.collect { it.collect { it instanceof Map ? it : file(it).name } },
+                    process.out.tbi.collect { it.collect { it instanceof Map ? it : file(it).name } },
+                    process.out.versions
+                ).match() },
+                { assert process.out.csi[0][1].endsWith(".csi") }
+            )
+        }
+
+    }
+
+    test("sarscov2 - [vcf, tbi], [], [], [] - vcf_gz_index_tbi") {
+
+        config "./vcf_gz_index_tbi.config"
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'out', single_end:false ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz.tbi', checkIfExists: true)
+                ]
+                input[1] = []
+                input[2] = []
+                input[3] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    process.out.vcf,
+                    process.out.csi.collect { it.collect { it instanceof Map ? it : file(it).name } },
+                    process.out.tbi.collect { it.collect { it instanceof Map ? it : file(it).name } },
+                    process.out.versions
+                ).match() },
+                { assert process.out.tbi[0][1].endsWith(".tbi") }
+            )
+        }
+
+    }
+
+    test("sarscov2 - [vcf, tbi], vcf, tsv, []") {
+
+        config "./nextflow.config"
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'out', single_end:false ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz.tbi', checkIfExists: true)
+                ]
+                input[1] = file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test3.vcf.gz', checkIfExists: true)
+                input[2] = file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test2.targets.tsv.gz', checkIfExists: true)
+                input[3] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    process.out.vcf,
+                    process.out.versions
+                ).match() }
+            )
+        }
+
+    }
+
+    test("sarscov2 - [vcf, tbi], [], [], [] - stub") {
+
+        config "./nextflow.config"
+        options "-stub"
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'out', single_end:false ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz.tbi', checkIfExists: true)
+                ]
+                input[1] = []
+                input[2] = []
+                input[3] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    file(process.out.vcf[0][1]).name,
+                    process.out.versions
+                ).match() }
+            )
+        }
+
+    }
+
+    test("sarscov2 - [vcf, tbi], [], [], [] - vcf_gz_index - stub") {
+
+        config "./vcf_gz_index.config"
+        options "-stub"
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'out', single_end:false ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz.tbi', checkIfExists: true)
+                ]
+                input[1] = []
+                input[2] = []
+                input[3] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() },
+                { assert process.out.csi[0][1].endsWith(".csi") }
+            )
+        }
+
+    }
+
+    test("sarscov2 - [vcf, tbi], [], [], [] - vcf_gz_index_csi - stub") {
+
+        config "./vcf_gz_index_csi.config"
+        options "-stub"
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'out', single_end:false ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz.tbi', checkIfExists: true)
+                ]
+                input[1] = []
+                input[2] = []
+                input[3] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() },
+                { assert process.out.csi[0][1].endsWith(".csi") }
+            )
+        }
+
+    }
+
+    test("sarscov2 - [vcf, tbi], [], [], [] - vcf_gz_index_tbi - stub") {
+
+        config "./vcf_gz_index_tbi.config"
+        options "-stub"
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'out', single_end:false ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/vcf/test.vcf.gz.tbi', checkIfExists: true)
+                ]
+                input[1] = []
+                input[2] = []
+                input[3] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() },
+                { assert process.out.tbi[0][1].endsWith(".tbi") }
+            )
+        }
+
+    }
+
+}
\ No newline at end of file
diff --git a/modules/nf-core/bcftools/view/tests/main.nf.test.snap b/modules/nf-core/bcftools/view/tests/main.nf.test.snap
new file mode 100644
index 000000000..93d9adb66
--- /dev/null
+++ b/modules/nf-core/bcftools/view/tests/main.nf.test.snap
@@ -0,0 +1,333 @@
+{
+    "sarscov2 - [vcf, tbi], [], [], [] - vcf_gz_index_csi - stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "out",
+                            "single_end": false
+                        },
+                        "out_vcf.vcf.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "1": [
+                    
+                ],
+                "2": [
+                    [
+                        {
+                            "id": "out",
+                            "single_end": false
+                        },
+                        "out_vcf.vcf.gz.csi:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "3": [
+                    "versions.yml:md5,dcf736f3b92fe7943416d890ed15521e"
+                ],
+                "csi": [
+                    [
+                        {
+                            "id": "out",
+                            "single_end": false
+                        },
+                        "out_vcf.vcf.gz.csi:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "tbi": [
+                    
+                ],
+                "vcf": [
+                    [
+                        {
+                            "id": "out",
+                            "single_end": false
+                        },
+                        "out_vcf.vcf.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,dcf736f3b92fe7943416d890ed15521e"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-04-01T14:12:56.166195802"
+    },
+    "sarscov2 - [vcf, tbi], [], [], [] - vcf_gz_index_tbi": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "out",
+                        "single_end": false
+                    },
+                    "out_vcf.vcf.gz:md5,8e722884ffb75155212a3fc053918766"
+                ]
+            ],
+            [
+                
+            ],
+            [
+                [
+                    {
+                        "id": "out",
+                        "single_end": false
+                    },
+                    "out_vcf.vcf.gz.tbi"
+                ]
+            ],
+            [
+                "versions.yml:md5,dcf736f3b92fe7943416d890ed15521e"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-04-01T14:12:33.048845065"
+    },
+    "sarscov2 - [vcf, tbi], [], [], [] - vcf_gz_index - stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "out",
+                            "single_end": false
+                        },
+                        "out_vcf.vcf.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "1": [
+                    
+                ],
+                "2": [
+                    [
+                        {
+                            "id": "out",
+                            "single_end": false
+                        },
+                        "out_vcf.vcf.gz.csi:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "3": [
+                    "versions.yml:md5,dcf736f3b92fe7943416d890ed15521e"
+                ],
+                "csi": [
+                    [
+                        {
+                            "id": "out",
+                            "single_end": false
+                        },
+                        "out_vcf.vcf.gz.csi:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "tbi": [
+                    
+                ],
+                "vcf": [
+                    [
+                        {
+                            "id": "out",
+                            "single_end": false
+                        },
+                        "out_vcf.vcf.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,dcf736f3b92fe7943416d890ed15521e"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-04-01T14:12:52.003188711"
+    },
+    "sarscov2 - [vcf, tbi], [], [], [] - vcf_gz_index_tbi - stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "out",
+                            "single_end": false
+                        },
+                        "out_vcf.vcf.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "out",
+                            "single_end": false
+                        },
+                        "out_vcf.vcf.gz.tbi:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "2": [
+                    
+                ],
+                "3": [
+                    "versions.yml:md5,dcf736f3b92fe7943416d890ed15521e"
+                ],
+                "csi": [
+                    
+                ],
+                "tbi": [
+                    [
+                        {
+                            "id": "out",
+                            "single_end": false
+                        },
+                        "out_vcf.vcf.gz.tbi:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "vcf": [
+                    [
+                        {
+                            "id": "out",
+                            "single_end": false
+                        },
+                        "out_vcf.vcf.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,dcf736f3b92fe7943416d890ed15521e"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-04-01T14:13:03.303865495"
+    },
+    "sarscov2 - [vcf, tbi], vcf, tsv, []": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "out",
+                        "single_end": false
+                    },
+                    "out.vcf:md5,1bcbd0eff25d316ba915d06463aab17b"
+                ]
+            ],
+            [
+                "versions.yml:md5,dcf736f3b92fe7943416d890ed15521e"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-04-01T14:12:40.727725444"
+    },
+    "sarscov2 - [vcf, tbi], [], [], [] - stub": {
+        "content": [
+            "out.vcf",
+            [
+                "versions.yml:md5,dcf736f3b92fe7943416d890ed15521e"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-04-01T14:12:47.850438431"
+    },
+    "sarscov2 - [vcf, tbi], [], [], [] - vcf_gz_index": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "out",
+                        "single_end": false
+                    },
+                    "out_vcf.vcf.gz:md5,8e722884ffb75155212a3fc053918766"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "out",
+                        "single_end": false
+                    },
+                    "out_vcf.vcf.gz.csi"
+                ]
+            ],
+            [
+                
+            ],
+            [
+                "versions.yml:md5,dcf736f3b92fe7943416d890ed15521e"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-04-01T14:12:21.639961317"
+    },
+    "sarscov2 - [vcf, tbi], [], [], []": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "out",
+                        "single_end": false
+                    },
+                    "out.vcf:md5,8e722884ffb75155212a3fc053918766"
+                ]
+            ],
+            [
+                "versions.yml:md5,dcf736f3b92fe7943416d890ed15521e"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-04-01T14:12:14.557692028"
+    },
+    "sarscov2 - [vcf, tbi], [], [], [] - vcf_gz_index_csi": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "out",
+                        "single_end": false
+                    },
+                    "out_vcf.vcf.gz:md5,8e722884ffb75155212a3fc053918766"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "out",
+                        "single_end": false
+                    },
+                    "out_vcf.vcf.gz.csi"
+                ]
+            ],
+            [
+                
+            ],
+            [
+                "versions.yml:md5,dcf736f3b92fe7943416d890ed15521e"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-04-01T14:12:25.812993907"
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/bcftools/view/tests/nextflow.config b/modules/nf-core/bcftools/view/tests/nextflow.config
new file mode 100644
index 000000000..932e3ba60
--- /dev/null
+++ b/modules/nf-core/bcftools/view/tests/nextflow.config
@@ -0,0 +1,3 @@
+process {
+    ext.args = '--no-version --output-type v'
+}
diff --git a/modules/nf-core/bcftools/view/tests/vcf_gz_index.config b/modules/nf-core/bcftools/view/tests/vcf_gz_index.config
new file mode 100644
index 000000000..7dd696ee2
--- /dev/null
+++ b/modules/nf-core/bcftools/view/tests/vcf_gz_index.config
@@ -0,0 +1,4 @@
+process {
+    ext.prefix = { "${meta.id}_vcf" }
+    ext.args = "--output-type z --write-index --no-version"
+}
diff --git a/modules/nf-core/bcftools/view/tests/vcf_gz_index_csi.config b/modules/nf-core/bcftools/view/tests/vcf_gz_index_csi.config
new file mode 100644
index 000000000..aebffb6fb
--- /dev/null
+++ b/modules/nf-core/bcftools/view/tests/vcf_gz_index_csi.config
@@ -0,0 +1,4 @@
+process {
+    ext.prefix = { "${meta.id}_vcf" }
+    ext.args = "--output-type z --write-index=csi --no-version"
+}
diff --git a/modules/nf-core/bcftools/view/tests/vcf_gz_index_tbi.config b/modules/nf-core/bcftools/view/tests/vcf_gz_index_tbi.config
new file mode 100644
index 000000000..b192ae7d1
--- /dev/null
+++ b/modules/nf-core/bcftools/view/tests/vcf_gz_index_tbi.config
@@ -0,0 +1,4 @@
+process {
+    ext.prefix = { "${meta.id}_vcf" }
+    ext.args = "--output-type z --write-index=tbi --no-version"
+}
diff --git a/subworkflows/local/ancient_dna/main.nf b/subworkflows/local/ancient_dna/main.nf
index ad8966809..dbcab36ed 100644
--- a/subworkflows/local/ancient_dna/main.nf
+++ b/subworkflows/local/ancient_dna/main.nf
@@ -59,7 +59,7 @@ workflow ANCIENT_DNA_ASSEMBLY_VALIDATION {
         BCFTOOLS_INDEX_POST(BCFTOOLS_VIEW.out.vcf)
         ch_versions = ch_versions.mix(BCFTOOLS_INDEX_POST.out.versions)
         BCFTOOLS_CONSENSUS(
-            BCFTOOLS_VIEW.out.vcf.join(BCFTOOLS_INDEX_POST.out.tbi).join(ch_input.map { item -> [item[0], item[1]] })
+            BCFTOOLS_VIEW.out.vcf.join(BCFTOOLS_INDEX_POST.out.tbi).join(ch_input.map { item -> [item[0], item[1], []] })
         )
         ch_versions = ch_versions.mix(BCFTOOLS_CONSENSUS.out.versions)
 

From da41a21e61dc2bf88e1e9661f60f03bd866f412a Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 26 Aug 2025 05:44:41 -0300
Subject: [PATCH 103/288] Update adapterremoval

---
 modules.json                                  |   2 +-
 .../nf-core/adapterremoval/environment.yml    |   7 +
 modules/nf-core/adapterremoval/main.nf        |  61 +-
 modules/nf-core/adapterremoval/meta.yml       | 185 +++---
 .../nf-core/adapterremoval/tests/main.nf.test | 228 ++++++++
 .../adapterremoval/tests/main.nf.test.snap    | 525 ++++++++++++++++++
 .../adapterremoval/tests/nextflow.config      |   5 +
 7 files changed, 926 insertions(+), 87 deletions(-)
 create mode 100644 modules/nf-core/adapterremoval/environment.yml
 create mode 100644 modules/nf-core/adapterremoval/tests/main.nf.test
 create mode 100644 modules/nf-core/adapterremoval/tests/main.nf.test.snap
 create mode 100644 modules/nf-core/adapterremoval/tests/nextflow.config

diff --git a/modules.json b/modules.json
index 8f7770673..5f5126b19 100644
--- a/modules.json
+++ b/modules.json
@@ -7,7 +7,7 @@
                 "nf-core": {
                     "adapterremoval": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "bbmap/bbnorm": {
diff --git a/modules/nf-core/adapterremoval/environment.yml b/modules/nf-core/adapterremoval/environment.yml
new file mode 100644
index 000000000..24e78cdb1
--- /dev/null
+++ b/modules/nf-core/adapterremoval/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::adapterremoval=2.3.2
diff --git a/modules/nf-core/adapterremoval/main.nf b/modules/nf-core/adapterremoval/main.nf
index 29aac1c01..319497fbf 100644
--- a/modules/nf-core/adapterremoval/main.nf
+++ b/modules/nf-core/adapterremoval/main.nf
@@ -2,7 +2,7 @@ process ADAPTERREMOVAL {
     tag "$meta.id"
     label 'process_medium'
 
-    conda "bioconda::adapterremoval=2.3.2"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/adapterremoval:2.3.2--hb7ba0dd_0' :
         'biocontainers/adapterremoval:2.3.2--hb7ba0dd_0' }"
@@ -12,29 +12,29 @@ process ADAPTERREMOVAL {
     path(adapterlist)
 
     output:
-    tuple val(meta), path("${prefix}.truncated.fastq.gz")            , optional: true, emit: singles_truncated
-    tuple val(meta), path("${prefix}.discarded.fastq.gz")            , optional: true, emit: discarded
-    tuple val(meta), path("${prefix}.pair{1,2}.truncated.fastq.gz")  , optional: true, emit: paired_truncated
-    tuple val(meta), path("${prefix}.collapsed.fastq.gz")            , optional: true, emit: collapsed
-    tuple val(meta), path("${prefix}.collapsed.truncated.fastq.gz")  , optional: true, emit: collapsed_truncated
-    tuple val(meta), path("${prefix}.paired.fastq.gz")               , optional: true, emit: paired_interleaved
-    tuple val(meta), path('*.settings')                              , emit: settings
-    path "versions.yml"                                              , emit: versions
+    tuple val(meta), path("${prefix}.truncated.fastq.gz")          , emit: singles_truncated  , optional: true
+    tuple val(meta), path("${prefix}.discarded.fastq.gz")          , emit: discarded          , optional: true
+    tuple val(meta), path("${prefix}.pair{1,2}.truncated.fastq.gz"), emit: paired_truncated   , optional: true
+    tuple val(meta), path("${prefix}.collapsed.fastq.gz")          , emit: collapsed          , optional: true
+    tuple val(meta), path("${prefix}.collapsed.truncated.fastq.gz"), emit: collapsed_truncated, optional: true
+    tuple val(meta), path("${prefix}.paired.fastq.gz")             , emit: paired_interleaved , optional: true
+    tuple val(meta), path('*.settings')                            , emit: settings
+    path "versions.yml"                                            , emit: versions
 
     when:
     task.ext.when == null || task.ext.when
 
     script:
-    def args = task.ext.args ?: ''
+    def args = task.ext.args   ?: ''
+    prefix   = task.ext.prefix ?: "${meta.id}"
     def list = adapterlist ? "--adapter-list ${adapterlist}" : ""
-    prefix = task.ext.prefix ?: "${meta.id}"
 
     if (meta.single_end) {
         """
         AdapterRemoval  \\
-            --file1 $reads \\
-            $args \\
-            $list \\
+            --file1 ${reads} \\
+            ${args} \\
+            ${list} \\
             --basename ${prefix} \\
             --threads ${task.cpus} \\
             --seed 42 \\
@@ -60,10 +60,10 @@ process ADAPTERREMOVAL {
         AdapterRemoval  \\
             --file1 ${reads[0]} \\
             --file2 ${reads[1]} \\
-            $args \\
-            $list \\
+            ${args} \\
+            ${list} \\
             --basename ${prefix} \\
-            --threads $task.cpus \\
+            --threads ${task.cpus} \\
             --seed 42 \\
             --gzip
 
@@ -89,4 +89,31 @@ process ADAPTERREMOVAL {
         """
     }
 
+    stub:
+    def args = task.ext.args   ?: ''
+    prefix   = task.ext.prefix ?: "${meta.id}"
+
+    collapse_cmd = args.contains('--collapse')
+
+    """
+    touch '${prefix}.settings'
+    echo | gzip > '${prefix}.truncated.fastq.gz'
+    echo | gzip > '${prefix}.discarded.fastq.gz'
+
+    if [ "${meta.single_end}" = false ]; then
+        echo | gzip > '${prefix}.pair1.truncated.fastq.gz'
+        echo | gzip > '${prefix}.pair2.truncated.fastq.gz'
+        echo | gzip > '${prefix}.paired.fastq.gz'
+
+        if [ "${collapse_cmd}" = true ]; then
+            echo | gzip > '${prefix}.collapsed.truncated.fastq.gz'
+            echo | gzip > '${prefix}.collapsed.fastq.gz'
+        fi
+    fi
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        adapterremoval: \$(AdapterRemoval --version 2>&1 | sed -e "s/AdapterRemoval ver. //g")
+    END_VERSIONS
+    """
 }
diff --git a/modules/nf-core/adapterremoval/meta.yml b/modules/nf-core/adapterremoval/meta.yml
index 77273f605..875f61ecf 100644
--- a/modules/nf-core/adapterremoval/meta.yml
+++ b/modules/nf-core/adapterremoval/meta.yml
@@ -11,80 +11,127 @@ tools:
       homepage: https://github.com/MikkelSchubert/adapterremoval
       documentation: https://adapterremoval.readthedocs.io
       licence: ["GPL v3"]
-
+      identifier: biotools:adapterremoval
 input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - reads:
-      type: file
-      description: |
-        List of input FastQ files of size 1 and 2 for single-end and paired-end data,
-        respectively.
-      pattern: "*.{fq,fastq,fq.gz,fastq.gz}"
+  - - meta:
+        type: map
+        description: |
+          Groovy Map containing sample information
+          e.g. [ id:'test', single_end:false ]
+    - reads:
+        type: file
+        description: |
+          List of input FastQ files of size 1 and 2 for single-end and paired-end data,
+          respectively.
+        pattern: "*.{fq,fastq,fq.gz,fastq.gz}"
+        ontologies:
+          - edam: "http://edamontology.org/format_1930" # FASTQ
   - adapterlist:
       type: file
       description: Optional text file containing list of adapters to look for for removal
-        with one adapter per line. Otherwise will look for default adapters (see
-        AdapterRemoval man page), or can be modified to remove user-specified
-        adapters via ext.args.
-
+        with one adapter per line. Otherwise will look for default adapters (see AdapterRemoval
+        man page), or can be modified to remove user-specified adapters via ext.args.
+      ontologies:
+        - edam: "http://edamontology.org/format_2330" # Textual format
 output:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - singles_truncated:
-      type: file
-      description: |
-        Adapter trimmed FastQ files of either single-end reads, or singleton
-        'orphaned' reads from merging of paired-end data (i.e., one of the pair
-        was lost due to filtering thresholds).
-      pattern: "*.truncated.fastq.gz"
-  - discarded:
-      type: file
-      description: |
-        Adapter trimmed FastQ files of reads that did not pass filtering
-        thresholds.
-      pattern: "*.discarded.fastq.gz"
-  - pair1_truncated:
-      type: file
-      description: |
-        Adapter trimmed R1 FastQ files of paired-end reads that did not merge
-        with their respective R2 pair due to long templates. The respective pair
-        is stored in 'pair2_truncated'.
-      pattern: "*.pair1.truncated.fastq.gz"
-  - pair2_truncated:
-      type: file
-      description: |
-        Adapter trimmed R2 FastQ files of paired-end reads that did not merge
-        with their respective R1 pair due to long templates. The respective pair
-        is stored in 'pair1_truncated'.
-      pattern: "*.pair2.truncated.fastq.gz"
-  - collapsed:
-      type: file
-      description: |
-        Collapsed FastQ of paired-end reads that successfully merged with their
-        respective R1 pair but were not trimmed.
-      pattern: "*.collapsed.fastq.gz"
-  - collapsed_truncated:
-      type: file
-      description: |
-        Collapsed FastQ of paired-end reads that successfully merged with their
-        respective R1 pair and were trimmed of adapter due to sufficient overlap.
-      pattern: "*.collapsed.truncated.fastq.gz"
-  - log:
-      type: file
-      description: AdapterRemoval log file
-      pattern: "*.settings"
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
-
+  singles_truncated:
+    - - meta:
+          type: map
+          description: Groovy Map containing sample information
+      - ${prefix}.truncated.fastq.gz:
+          type: file
+          description: |
+            Adapter trimmed FastQ files of either single-end reads, or singleton
+            'orphaned' reads from merging of paired-end data (i.e., one of the pair
+            was lost due to filtering thresholds).
+          pattern: "*.truncated.fastq.gz"
+          ontologies:
+            - edam: "http://edamontology.org/format_1930" # FASTQ
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  discarded:
+    - - meta:
+          type: map
+          description: Groovy Map containing sample information
+      - ${prefix}.discarded.fastq.gz:
+          type: file
+          description: |
+            Adapter trimmed FastQ files of reads that did not pass filtering
+            thresholds.
+          pattern: "*.discarded.fastq.gz"
+          ontologies:
+            - edam: "http://edamontology.org/format_1930" # FASTQ
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  paired_truncated:
+    - - meta:
+          type: map
+          description: Groovy Map containing sample information
+      - ${prefix}.pair{1,2}.truncated.fastq.gz:
+          type: file
+          description: |
+            Adapter trimmed R{1,2} FastQ files of paired-end reads that did not merge
+            with their respective R{1,2} pair due to long templates. The respective pair
+            is stored in 'pair{1,2}_truncated'.
+          pattern: "*.pair{1,2}.truncated.fastq.gz"
+          ontologies:
+            - edam: "http://edamontology.org/format_1930" # FASTQ
+  collapsed:
+    - - meta:
+          type: map
+          description: Groovy Map containing sample information
+      - ${prefix}.collapsed.fastq.gz:
+          type: file
+          description: |
+            Collapsed FastQ of paired-end reads that successfully merged with their
+            respective R1 pair but were not trimmed.
+          pattern: "*.collapsed.fastq.gz"
+          ontologies:
+            - edam: "http://edamontology.org/format_1930" # FASTQ
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  collapsed_truncated:
+    - - meta:
+          type: map
+          description: Groovy Map containing sample information
+      - ${prefix}.collapsed.truncated.fastq.gz:
+          type: file
+          description: |
+            Collapsed FastQ of paired-end reads that successfully merged with their
+            respective R1 pair and were trimmed of adapter due to sufficient overlap.
+          pattern: "*.collapsed.truncated.fastq.gz"
+          ontologies:
+            - edam: "http://edamontology.org/format_1930" # FASTQ
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  paired_interleaved:
+    - - meta:
+          type: map
+          description: Groovy Map containing sample information
+      - ${prefix}.paired.fastq.gz:
+          type: file
+          description: |
+            Write paired-end reads to a single file, interleaving mate 1 and mate 2 reads
+          pattern: "*.paired.fastq.gz"
+          ontologies:
+            - edam: "http://edamontology.org/format_1930" # FASTQ
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  settings:
+    - - meta:
+          type: map
+          description: Groovy Map containing sample information
+      - "*.settings":
+          type: file
+          description: AdapterRemoval log file
+          pattern: "*.settings"
+          ontologies:
+            - edam: "http://edamontology.org/format_2330" # Textual format
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: "http://edamontology.org/format_3750" # YAML
 authors:
   - "@maxibor"
   - "@jfy133"
+maintainers:
+  - "@maxibor"
+  - "@jfy133"
diff --git a/modules/nf-core/adapterremoval/tests/main.nf.test b/modules/nf-core/adapterremoval/tests/main.nf.test
new file mode 100644
index 000000000..e2ef10908
--- /dev/null
+++ b/modules/nf-core/adapterremoval/tests/main.nf.test
@@ -0,0 +1,228 @@
+nextflow_process {
+
+    name "Test Process ADAPTERREMOVAL"
+    script "../main.nf"
+    config "./nextflow.config"
+    process "ADAPTERREMOVAL"
+
+    tag "modules"
+    tag "modules_nfcore"
+    tag "adapterremoval"
+
+    test("single-end - sarscov2 - [fastq]") {
+        when {
+            params {
+                adapterremoval_args = ""
+            }
+            process {
+                """
+                input[0] = [
+                            [ id:'test', single_end:true ],
+                            file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true)
+                ]
+                input[1] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    process.out.singles_truncated,
+                    process.out.settings,
+                    process.out.versions
+                ).match() },
+            )
+        }
+    }
+
+    test("paired-end - sarscov2 - [fastq]") {
+
+        when {
+            params {
+                adapterremoval_args = ""
+            }
+            process {
+                """
+                input[0] = [
+                            [ id:'test', single_end:false ],
+                            [
+                                file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true),
+                                file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_2.fastq.gz', checkIfExists: true)
+                            ]
+                ]
+                input[1] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    process.out.paired_truncated,
+                    process.out.settings,
+                    process.out.versions
+                ).match() }
+            )
+        }
+    }
+
+    test("paired-end collapse - sarscov2 - [fastq]") {
+        when {
+            params {
+                adapterremoval_args = "--collapse"
+            }
+            process {
+                """
+                input[0] = [
+                            [ id:'test', single_end:false ],
+                            [
+                                file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true),
+                                file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_2.fastq.gz', checkIfExists: true)
+                            ]
+                ]
+                input[1] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    process.out.paired_truncated,
+                    process.out.collapsed,
+                    file(process.out.collapsed_truncated[0][1]).name, // Check for present but is empty
+                    process.out.settings,
+                    process.out.versions
+                ).match() }
+            )
+        }
+
+    }
+
+    test("paired-end adapterlist - sarscov2 - [fastq]") {
+        when {
+            params {
+                adapterremoval_args = ""
+            }
+            process {
+                """
+                input[0] = [
+                            [ id:'test', single_end:false ],
+                            [
+                                file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true),
+                                file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_2.fastq.gz', checkIfExists: true)
+                            ]
+                ]
+                input[1] = file(params.modules_testdata_base_path + '/delete_me/adapterremoval/adapterremoval_adapterlist.txt', checkIfExists: true)
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    process.out.paired_truncated,
+                    process.out.settings,
+                    process.out.versions
+                ).match() }
+            )
+        }
+    }
+
+    test("paired-end collapse adapterlist - sarscov2 - [fastq] -- stub") {
+        options "-stub"
+        when {
+            params {
+                adapterremoval_args = "--collapse"
+            }
+            process {
+                """
+                input[0] = [
+                            [ id:'test', single_end:false ],
+                            [
+                                file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true),
+                                file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_2.fastq.gz', checkIfExists: true)
+                            ]
+                ]
+                input[1] = file(params.modules_testdata_base_path + '/delete_me/adapterremoval/adapterremoval_adapterlist.txt', checkIfExists: true)
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    process.out,
+                    path(process.out.versions[0]).yaml
+                ).match() }
+            )
+        }
+    }
+
+    test("single-end - sarscov2 - [fastq] -- stub") {
+        options "-stub"
+        when {
+            params {
+                adapterremoval_args = ""
+            }
+            process {
+                """
+                input[0] = [
+                            [ id:'test', single_end:true ],
+                            file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true)
+                ]
+                input[1] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    process.out,
+                    path(process.out.versions[0]).yaml
+                ).match() }
+            )
+        }
+    }
+
+    test("paired-end - sarscov2 - [fastq] -- stub") {
+        options "-stub"
+        when {
+            params {
+                adapterremoval_args = ""
+            }
+            process {
+                """
+                input[0] = [
+                            [ id:'test', single_end:false ],
+                            [
+                                file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true),
+                                file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_2.fastq.gz', checkIfExists: true)
+                            ]
+                ]
+                input[1] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    process.out,
+                    path(process.out.versions[0]).yaml
+                ).match() }
+            )
+        }
+
+    }
+
+}
diff --git a/modules/nf-core/adapterremoval/tests/main.nf.test.snap b/modules/nf-core/adapterremoval/tests/main.nf.test.snap
new file mode 100644
index 000000000..b3176a9af
--- /dev/null
+++ b/modules/nf-core/adapterremoval/tests/main.nf.test.snap
@@ -0,0 +1,525 @@
+{
+    "paired-end collapse adapterlist - sarscov2 - [fastq] -- stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.truncated.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.discarded.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "2": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        [
+                            "test.pair1.truncated.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940",
+                            "test.pair2.truncated.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        ]
+                    ]
+                ],
+                "3": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.collapsed.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "4": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.collapsed.truncated.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "5": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.paired.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "6": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.settings:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "7": [
+                    "versions.yml:md5,00bcc9f0b864b96eeee21bc11773ee67"
+                ],
+                "collapsed": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.collapsed.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "collapsed_truncated": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.collapsed.truncated.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "discarded": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.discarded.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "paired_interleaved": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.paired.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "paired_truncated": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        [
+                            "test.pair1.truncated.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940",
+                            "test.pair2.truncated.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        ]
+                    ]
+                ],
+                "settings": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.settings:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "singles_truncated": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.truncated.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,00bcc9f0b864b96eeee21bc11773ee67"
+                ]
+            },
+            {
+                "ADAPTERREMOVAL": {
+                    "adapterremoval": "2.3.2"
+                }
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.2"
+        },
+        "timestamp": "2025-06-01T17:50:28.27707234"
+    },
+    "single-end - sarscov2 - [fastq] -- stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.truncated.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.discarded.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "2": [
+
+                ],
+                "3": [
+
+                ],
+                "4": [
+
+                ],
+                "5": [
+
+                ],
+                "6": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.settings:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "7": [
+                    "versions.yml:md5,00bcc9f0b864b96eeee21bc11773ee67"
+                ],
+                "collapsed": [
+
+                ],
+                "collapsed_truncated": [
+
+                ],
+                "discarded": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.discarded.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "paired_interleaved": [
+
+                ],
+                "paired_truncated": [
+
+                ],
+                "settings": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.settings:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "singles_truncated": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": true
+                        },
+                        "test.truncated.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,00bcc9f0b864b96eeee21bc11773ee67"
+                ]
+            },
+            {
+                "ADAPTERREMOVAL": {
+                    "adapterremoval": "2.3.2"
+                }
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-06-02T09:16:31.193367689"
+    },
+    "single-end - sarscov2 - [fastq]": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": true
+                    },
+                    "test.truncated.fastq.gz:md5,119d1b1a0a71ca6e080ff7c53ee0b690"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": true
+                    },
+                    "test.settings:md5,2fd3d5d703b63ba33a83021fccf25f77"
+                ]
+            ],
+            [
+                "versions.yml:md5,00bcc9f0b864b96eeee21bc11773ee67"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.2"
+        },
+        "timestamp": "2023-12-09T19:19:36.429445996"
+    },
+    "paired-end - sarscov2 - [fastq] -- stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.truncated.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.discarded.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "2": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        [
+                            "test.pair1.truncated.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940",
+                            "test.pair2.truncated.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        ]
+                    ]
+                ],
+                "3": [
+
+                ],
+                "4": [
+
+                ],
+                "5": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.paired.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "6": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.settings:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "7": [
+                    "versions.yml:md5,00bcc9f0b864b96eeee21bc11773ee67"
+                ],
+                "collapsed": [
+
+                ],
+                "collapsed_truncated": [
+
+                ],
+                "discarded": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.discarded.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "paired_interleaved": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.paired.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "paired_truncated": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        [
+                            "test.pair1.truncated.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940",
+                            "test.pair2.truncated.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        ]
+                    ]
+                ],
+                "settings": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.settings:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "singles_truncated": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.truncated.fastq.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,00bcc9f0b864b96eeee21bc11773ee67"
+                ]
+            },
+            {
+                "ADAPTERREMOVAL": {
+                    "adapterremoval": "2.3.2"
+                }
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-06-02T09:16:37.301565253"
+    },
+    "paired-end - sarscov2 - [fastq]": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    [
+                        "test.pair1.truncated.fastq.gz:md5,e3da014fbb9b428e952c62e8f0fb6402",
+                        "test.pair2.truncated.fastq.gz:md5,2ebae722295ea66d84075a3b042e2b42"
+                    ]
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.settings:md5,b8a451d3981b327f3fdb44f40ba2d6d1"
+                ]
+            ],
+            [
+                "versions.yml:md5,00bcc9f0b864b96eeee21bc11773ee67"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.2"
+        },
+        "timestamp": "2023-12-09T19:19:42.88672676"
+    },
+    "paired-end collapse - sarscov2 - [fastq]": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    [
+                        "test.pair1.truncated.fastq.gz:md5,d6113ac35457dc942e4e47d6530e1d5e",
+                        "test.pair2.truncated.fastq.gz:md5,304c48e7ad50d46acf73ae6de4014f64"
+                    ]
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.collapsed.fastq.gz:md5,369452751050a7f1e31b839702d61417"
+                ]
+            ],
+            "test.collapsed.truncated.fastq.gz",
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.settings:md5,7f0b2328152226e46101a535cce718b3"
+                ]
+            ],
+            [
+                "versions.yml:md5,00bcc9f0b864b96eeee21bc11773ee67"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.2"
+        },
+        "timestamp": "2025-06-01T18:13:46.86825259"
+    },
+    "paired-end adapterlist - sarscov2 - [fastq]": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    [
+                        "test.pair1.truncated.fastq.gz:md5,e3da014fbb9b428e952c62e8f0fb6402",
+                        "test.pair2.truncated.fastq.gz:md5,2ebae722295ea66d84075a3b042e2b42"
+                    ]
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.settings:md5,36d47d9b40dbc178167d1ae0274d18f3"
+                ]
+            ],
+            [
+                "versions.yml:md5,00bcc9f0b864b96eeee21bc11773ee67"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.2"
+        },
+        "timestamp": "2023-12-09T19:19:57.26567964"
+    }
+}
diff --git a/modules/nf-core/adapterremoval/tests/nextflow.config b/modules/nf-core/adapterremoval/tests/nextflow.config
new file mode 100644
index 000000000..f0c9b67fc
--- /dev/null
+++ b/modules/nf-core/adapterremoval/tests/nextflow.config
@@ -0,0 +1,5 @@
+process {
+    withName: 'ADAPTERREMOVAL' {
+        ext.args = params.adapterremoval_args
+    }
+}

From 66c0788fcb2c2cd8a7a19df3a471bd4a16acc094 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 26 Aug 2025 05:48:08 -0300
Subject: [PATCH 104/288] Update dastool

---
 CHANGELOG.md                                  |   1 +
 modules.json                                  |   4 +-
 .../nf-core/dastool/dastool/environment.yml   |   7 +
 modules/nf-core/dastool/dastool/main.nf       |  38 +-
 modules/nf-core/dastool/dastool/meta.yml      | 241 +++++++---
 .../dastool/dastool/tests/main.nf.test        | 177 ++++++++
 .../dastool/dastool/tests/main.nf.test.snap   | 424 ++++++++++++++++++
 .../dastool/dastool/tests/nextflow.config     |   9 +
 .../dastool/fastatocontig2bin/environment.yml |   7 +
 .../nf-core/dastool/fastatocontig2bin/main.nf |  17 +-
 .../dastool/fastatocontig2bin/meta.yml        |  68 +--
 .../fastatocontig2bin/tests/main.nf.test      |  83 ++++
 .../fastatocontig2bin/tests/main.nf.test.snap |  72 +++
 subworkflows/local/binning_refinement/main.nf |   6 +-
 14 files changed, 1035 insertions(+), 119 deletions(-)
 create mode 100644 modules/nf-core/dastool/dastool/environment.yml
 create mode 100644 modules/nf-core/dastool/dastool/tests/main.nf.test
 create mode 100644 modules/nf-core/dastool/dastool/tests/main.nf.test.snap
 create mode 100644 modules/nf-core/dastool/dastool/tests/nextflow.config
 create mode 100644 modules/nf-core/dastool/fastatocontig2bin/environment.yml
 create mode 100644 modules/nf-core/dastool/fastatocontig2bin/tests/main.nf.test
 create mode 100644 modules/nf-core/dastool/fastatocontig2bin/tests/main.nf.test.snap

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 0176c2828..b3ad3c1d9 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -44,6 +44,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 | BUSCO      | 5.8.3            | 6.0.0       |
 | CAT        | 5.2.3            | 6.0.1       |
 | centrifuge | 1.0.4.1          | 1.0.4.2     |
+| dastool    | 1.1.6            | 1.1.7       |
 | nanolyse   | 1.41.6           | 1.44.1      |
 | fastp      | 0.23.4           | 0.24.0      |
 | flye       |                  | 2.9.5       |
diff --git a/modules.json b/modules.json
index 5f5126b19..0fc422026 100644
--- a/modules.json
+++ b/modules.json
@@ -128,12 +128,12 @@
                     },
                     "dastool/dastool": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "dastool/fastatocontig2bin": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "fastp": {
diff --git a/modules/nf-core/dastool/dastool/environment.yml b/modules/nf-core/dastool/dastool/environment.yml
new file mode 100644
index 000000000..23697e2bc
--- /dev/null
+++ b/modules/nf-core/dastool/dastool/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::das_tool=1.1.7
diff --git a/modules/nf-core/dastool/dastool/main.nf b/modules/nf-core/dastool/dastool/main.nf
index 8440edc75..dfb29aef3 100644
--- a/modules/nf-core/dastool/dastool/main.nf
+++ b/modules/nf-core/dastool/dastool/main.nf
@@ -2,14 +2,13 @@ process DASTOOL_DASTOOL {
     tag "$meta.id"
     label 'process_medium'
 
-    conda "bioconda::das_tool=1.1.6"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/das_tool:1.1.6--r42hdfd78af_0' :
-        'biocontainers/das_tool:1.1.6--r42hdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/das_tool:1.1.7--r44hdfd78af_1' :
+        'biocontainers/das_tool:1.1.7--r44hdfd78af_1' }"
 
     input:
-    tuple val(meta), path(contigs), path(bins)
-    path(proteins)
+    tuple val(meta), path(contigs), path(bins), path(proteins)
     path(db_directory)
 
     output:
@@ -19,8 +18,8 @@ process DASTOOL_DASTOOL {
     tuple val(meta), path("*.eval")                     , optional: true, emit: eval
     tuple val(meta), path("*_DASTool_bins/*.fa")        , optional: true, emit: bins
     tuple val(meta), path("*.pdf")                      , optional: true, emit: pdfs
-    tuple val(meta), path("*.candidates.faa")           , optional: true, emit: fasta_proteins
-    tuple val(meta), path("*.faa")                      , optional: true, emit: candidates_faa
+    tuple val(meta), path("*.candidates.faa")           , optional: true, emit: candidates_faa
+    tuple val(meta), path("*_proteins.faa")             , optional: true, emit: fasta_proteins
     tuple val(meta), path("*.archaea.scg")              , optional: true, emit: fasta_archaea_scg
     tuple val(meta), path("*.bacteria.scg")             , optional: true, emit: fasta_bacteria_scg
     tuple val(meta), path("*.b6")                       , optional: true, emit: b6
@@ -38,9 +37,8 @@ process DASTOOL_DASTOOL {
     def clean_contigs = contigs.toString() - ".gz"
     def decompress_contigs = contigs.toString() == clean_contigs ? "" : "gunzip -q -f $contigs"
     def clean_proteins = proteins ? proteins.toString() - ".gz" : ""
-    def decompress_proteins = proteins ? "gunzip -f $proteins" : ""
+    def decompress_proteins = (proteins && (proteins.toString() != clean_proteins)) ? "gunzip -f $proteins" : ""
     def proteins_pred = proteins ? "-p $clean_proteins" : ""
-
     """
     $decompress_proteins
     $decompress_contigs
@@ -59,4 +57,26 @@ process DASTOOL_DASTOOL {
         dastool: \$( DAS_Tool --version 2>&1 | grep "DAS Tool" | sed 's/DAS Tool //' )
     END_VERSIONS
     """
+
+    stub:
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    """
+    touch ${prefix}_DASTool.log
+    touch ${prefix}_DASTool_summary.tsv
+    touch ${prefix}_DASTool_contig2bin.tsv
+    touch ${prefix}_allBins.eval
+    touch ${prefix}_proteins.faa.scg.candidates.faa
+    touch ${prefix}_proteins.faa
+    touch ${prefix}_proteins.faa.archaea.scg
+    touch ${prefix}_proteins.faa.bacteria.scg
+    touch ${prefix}_proteins.faa.findSCG.b6
+    touch ${prefix}.seqlength
+    mkdir ${prefix}_DASTool_bins
+    touch ${prefix}_DASTool_bins/${prefix}.1.fa
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        dastool: \$( DAS_Tool --version 2>&1 | grep "DAS Tool" | sed 's/DAS Tool //' )
+    END_VERSIONS
+    """
 }
diff --git a/modules/nf-core/dastool/dastool/meta.yml b/modules/nf-core/dastool/dastool/meta.yml
index 1d4ffa8b6..5e8191601 100644
--- a/modules/nf-core/dastool/dastool/meta.yml
+++ b/modules/nf-core/dastool/dastool/meta.yml
@@ -15,90 +15,183 @@ tools:
         DAS Tool is an automated method that integrates the results
         of a flexible number of binning algorithms to calculate an optimized, non-redundant
         set of bins from a single assembly.
-
       homepage: https://github.com/cmks/DAS_Tool
       documentation: https://github.com/cmks/DAS_Tool
       tool_dev_url: https://github.com/cmks/DAS_Tool
       doi: "10.1038/s41564-018-0171-1"
       licence: ["BSD"]
-
+      identifier: biotools:dastool
 input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - contigs:
-      type: file
-      description: fasta file
-      pattern: "*.{fa.gz,fas.gz,fasta.gz}"
-  - bins:
-      type: file
-      description: "FastaToContig2Bin tabular file generated with dastool/fastatocontig2bin"
-      pattern: "*.tsv"
-  - proteins:
-      type: file
-      description: Predicted proteins in prodigal fasta format (>scaffoldID_geneNo)
-      pattern: "*.{fa.gz,fas.gz,fasta.gz}"
+  - - meta:
+        type: map
+        description: |
+          Groovy Map containing sample information
+          e.g. [ id:'test', single_end:false ]
+    - contigs:
+        type: file
+        description: fasta file
+        pattern: "*.{fa.gz,fas.gz,fasta.gz}"
+
+        ontologies: []
+    - bins:
+        type: file
+        description: "FastaToContig2Bin tabular file generated with dastool/fastatocontig2bin"
+        pattern: "*.tsv"
+        ontologies:
+          - edam: http://edamontology.org/format_3475 # TSV
+    - proteins:
+        type: file
+        description: Predicted proteins in prodigal fasta format (>scaffoldID_geneNo)
+        pattern: "*.{fa.gz,fas.gz,fasta.gz}"
+        ontologies: []
   - db_directory:
       type: file
       description: (optional) Directory of single copy gene database.
-
+      ontologies: []
 output:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - version:
-      type: file
-      description: File containing software version
-      pattern: "versions.yml"
-  - log:
-      type: file
-      description: Log file of the run
-      pattern: "*.log"
-  - summary:
-      type: file
-      description: Summary of output bins including quality and completeness estimates
-      pattern: "*summary.txt"
-  - contig2bin:
-      type: file
-      description: Scaffolds to bin file of output bins
-      pattern: "*.contig2bin.txt"
-  - eval:
-      type: file
-      description: Quality and completeness estimates of input bin sets
-      pattern: "*.eval"
-  - bins:
-      type: file
-      description: Final refined bins in fasta format
-      pattern: "*.fa"
-  - pdfs:
-      type: file
-      description: Plots showing the amount of high quality bins and score distribution of bins per method
-      pattern: "*.pdf"
-  - fasta_proteins:
-      type: file
-      description: Output from prodigal if not already supplied
-      pattern: "*.proteins.faa"
-  - fasta_archaea_scg:
-      type: file
-      description: Results of archaeal single-copy-gene prediction
-      pattern: "*.archaea.scg"
-  - fasta_bacteria_scg:
-      type: file
-      description: Results of bacterial single-copy-gene prediction
-      pattern: "*.bacteria.scg"
-  - b6:
-      type: file
-      description: Results in b6 format
-      pattern: "*.b6"
-  - seqlength:
-      type: file
-      description: Summary of contig lengths
-      pattern: "*.seqlength"
-
+  log:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.log":
+          type: file
+          description: Log file of the run
+          pattern: "*.log"
+          ontologies: []
+  summary:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*_summary.tsv":
+          type: file
+          description: Summary of output bins including quality and completeness estimates
+          pattern: "*summary.txt"
+          ontologies: []
+  contig2bin:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*_DASTool_contig2bin.tsv":
+          type: file
+          description: Scaffolds to bin file of output bins
+          pattern: "*.contig2bin.txt"
+          ontologies: []
+  eval:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.eval":
+          type: file
+          description: Quality and completeness estimates of input bin sets
+          pattern: "*.eval"
+          ontologies: []
+  bins:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*_DASTool_bins/*.fa":
+          type: file
+          description: Final refined bins in fasta format
+          pattern: "*.fa"
+          ontologies: []
+  pdfs:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.pdf":
+          type: file
+          description: Plots showing the amount of high quality bins and score distribution
+            of bins per method
+          pattern: "*.pdf"
+          ontologies: []
+  candidates_faa:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.candidates.faa":
+          type: file
+          description: FAA file
+          pattern: "*.candidates.faa"
+          ontologies: []
+  fasta_proteins:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*_proteins.faa":
+          type: file
+          description: Output from prodigal if not already supplied
+          pattern: "*_proteins.faa"
+          ontologies: []
+  fasta_archaea_scg:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.archaea.scg":
+          type: file
+          description: Results of archaeal single-copy-gene prediction
+          pattern: "*.archaea.scg"
+          ontologies: []
+  fasta_bacteria_scg:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.bacteria.scg":
+          type: file
+          description: Results of bacterial single-copy-gene prediction
+          pattern: "*.bacteria.scg"
+          ontologies: []
+  b6:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.b6":
+          type: file
+          description: Results in b6 format
+          pattern: "*.b6"
+          ontologies: []
+  seqlength:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.seqlength":
+          type: file
+          description: Summary of contig lengths
+          pattern: "*.seqlength"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@maxibor"
   - "@jfy133"
+maintainers:
+  - "@maxibor"
+  - "@jfy133"
diff --git a/modules/nf-core/dastool/dastool/tests/main.nf.test b/modules/nf-core/dastool/dastool/tests/main.nf.test
new file mode 100644
index 000000000..fcf9a77d7
--- /dev/null
+++ b/modules/nf-core/dastool/dastool/tests/main.nf.test
@@ -0,0 +1,177 @@
+nextflow_process {
+
+    name "Test Process DASTOOL_DASTOOL"
+    script "../main.nf"
+    process "DASTOOL_DASTOOL"
+
+    tag "modules"
+    tag "modules_nfcore"
+    tag "dastool"
+    tag "dastool/dastool"
+    tag "dastool/fastatocontig2bin"
+    tag "metabat2/metabat2"
+    tag "metabat2/jgisummarizebamcontigdepths"
+    tag "prodigal"
+
+    setup {
+        run("METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS") {
+            script "../../../metabat2/jgisummarizebamcontigdepths/main.nf"
+            process {
+                """
+                input[0] = [
+                    [ id:'test', single_end:false ], // meta map
+                    file(params.modules_testdata_base_path + "genomics/prokaryotes/bacteroides_fragilis/illumina/bam/test1.sorted.bam", checkIfExists: true),
+                    file(params.modules_testdata_base_path + "genomics/prokaryotes/bacteroides_fragilis/illumina/bam/test1.sorted.bam.bai", checkIfExists: true),
+                    ]
+                """
+            }
+        }
+        run("METABAT2_METABAT2") {
+            script "../../../metabat2/metabat2/main.nf"
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:false ],
+                    file(params.modules_testdata_base_path + "genomics/prokaryotes/bacteroides_fragilis/genome/genome.fna.gz", checkIfExists: true)
+                ]).join(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS.out.depth)
+                """
+            }
+        }
+        run("DASTOOL_FASTATOCONTIG2BIN") {
+            script "../../fastatocontig2bin/main.nf"
+            process {
+                """
+                input[0] = METABAT2_METABAT2.out.fasta.collect()
+                input[1] = "fa"
+                """
+            }
+        }
+        run("PRODIGAL") {
+            script "../../../prodigal/main.nf"
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:false ],
+                    file(params.modules_testdata_base_path + "genomics/prokaryotes/bacteroides_fragilis/genome/genome.fna.gz", checkIfExists: true)
+                ])
+                input[1] = "gff"
+                """
+            }
+        }
+    }
+
+    test("dastool dastool - bacteroides fragilis - noproteins") {
+
+        config "./nextflow.config"
+
+        when {
+            params {
+                module_args = '--write_bins --write_bin_evals'
+            }
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:false ],
+                    file(params.modules_testdata_base_path + "genomics/prokaryotes/bacteroides_fragilis/genome/genome.fna.gz", checkIfExists: true)
+                ]).join(DASTOOL_FASTATOCONTIG2BIN.out.fastatocontig2bin)
+                .map { meta, contigs, c2b -> [ meta, contigs, c2b, [] ]}
+                input[1] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert path(process.out.log.get(0).get(1)).text.contains("Dereplicating, aggregating, and scoring bins") },
+                { assert path(process.out.fasta_proteins.get(0).get(1)).text.contains("MKIGIITICKVNNYGAELQAFATQKKLEQMGHNAEIINYLYYKDWHFKDTPLSQPFVPLD") },
+                { assert snapshot(
+                    process.out.summary,
+                    process.out.contig2bin,
+                    process.out.eval,
+                    process.out.bins,
+                    process.out.pdfs,
+                    process.out.candidates_faa,
+                    process.out.fasta_archaea_scg,
+                    process.out.fasta_bacteria_scg,
+                    process.out.b6,
+                    process.out.seqlength,
+                    process.out.versions
+                ).match() }
+            )
+        }
+
+    }
+
+    test("dastool dastool - bacteroides fragilis - proteins") {
+
+        config "./nextflow.config"
+
+        when {
+            params {
+                module_args = '--write_bins --write_bin_evals'
+            }
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:false ],
+                    file(params.modules_testdata_base_path + "genomics/prokaryotes/bacteroides_fragilis/genome/genome.fna.gz", checkIfExists: true)
+                ])
+                .join(DASTOOL_FASTATOCONTIG2BIN.out.fastatocontig2bin)
+                .join(PRODIGAL.out.amino_acid_fasta)
+                input[1] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert path(process.out.log.get(0).get(1)).text.contains("Dereplicating, aggregating, and scoring bins") },
+                { assert snapshot(
+                    process.out.summary,
+                    process.out.contig2bin,
+                    process.out.eval,
+                    process.out.bins,
+                    process.out.pdfs,
+                    process.out.fasta_proteins,
+                    process.out.candidates_faa,
+                    process.out.fasta_archaea_scg,
+                    process.out.fasta_bacteria_scg,
+                    process.out.b6,
+                    process.out.seqlength,
+                    process.out.versions
+                ).match() }
+            )
+        }
+
+    }
+
+    test("dastool dastool - bacteroides fragilis - stub") {
+
+        options "-stub"
+
+        when {
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:false ],
+                    file(params.modules_testdata_base_path + "genomics/prokaryotes/bacteroides_fragilis/genome/genome.fna.gz", checkIfExists: true)
+                ])
+                .join(DASTOOL_FASTATOCONTIG2BIN.out.fastatocontig2bin)
+                .join(PRODIGAL.out.amino_acid_fasta)
+                input[1] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+
+    }
+}
+
diff --git a/modules/nf-core/dastool/dastool/tests/main.nf.test.snap b/modules/nf-core/dastool/dastool/tests/main.nf.test.snap
new file mode 100644
index 000000000..f927b3bd6
--- /dev/null
+++ b/modules/nf-core/dastool/dastool/tests/main.nf.test.snap
@@ -0,0 +1,424 @@
+{
+    "dastool dastool - bacteroides fragilis - noproteins": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test_DASTool_summary.tsv:md5,ab9dd3709a59a69bc66030b9e0ff3d5b"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test_DASTool_contig2bin.tsv:md5,6e46c0be14dded7cb13af38f54feea47"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test_allBins.eval:md5,ab9dd3709a59a69bc66030b9e0ff3d5b"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.1.fa:md5,70d2b1ddd4aaa89803c05fb7dba602d1"
+                ]
+            ],
+            [
+                
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test_proteins.faa.scg.candidates.faa:md5,81599ff26de20528205cc654465a02f6"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test_proteins.faa.archaea.scg:md5,db2d0c086b57b76e1a63674dca437607"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test_proteins.faa.bacteria.scg:md5,847cd1729fd35956f5e0be4b977f0b64"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    [
+                        "test_proteins.faa.all.b6:md5,5d01f9cceaecfc52ae841d168f355fff",
+                        "test_proteins.faa.findSCG.b6:md5,2d4159e486dc74bbe114752c61a4cb8b"
+                    ]
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.seqlength:md5,b815a5811008c36808a59b1d0dcfab24"
+                ]
+            ],
+            [
+                "versions.yml:md5,ea5c2d7e0c1be82784aaeb94d4038526"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.2"
+        },
+        "timestamp": "2024-12-10T09:07:28.504635964"
+    },
+    "dastool dastool - bacteroides fragilis - stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test_DASTool.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test_DASTool_summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "10": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test_proteins.faa.findSCG.b6:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "11": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.seqlength:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "12": [
+                    "versions.yml:md5,ea5c2d7e0c1be82784aaeb94d4038526"
+                ],
+                "2": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test_DASTool_contig2bin.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "3": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test_allBins.eval:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "4": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.1.fa:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "5": [
+                    
+                ],
+                "6": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test_proteins.faa.scg.candidates.faa:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "7": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test_proteins.faa:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "8": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test_proteins.faa.archaea.scg:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "9": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test_proteins.faa.bacteria.scg:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "b6": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test_proteins.faa.findSCG.b6:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "bins": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.1.fa:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "candidates_faa": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test_proteins.faa.scg.candidates.faa:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "contig2bin": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test_DASTool_contig2bin.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "eval": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test_allBins.eval:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "fasta_archaea_scg": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test_proteins.faa.archaea.scg:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "fasta_bacteria_scg": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test_proteins.faa.bacteria.scg:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "fasta_proteins": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test_proteins.faa:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "log": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test_DASTool.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "pdfs": [
+                    
+                ],
+                "seqlength": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.seqlength:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "summary": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test_DASTool_summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,ea5c2d7e0c1be82784aaeb94d4038526"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.2"
+        },
+        "timestamp": "2024-12-10T09:15:36.924260874"
+    },
+    "dastool dastool - bacteroides fragilis - proteins": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test_DASTool_summary.tsv:md5,ab9dd3709a59a69bc66030b9e0ff3d5b"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test_DASTool_contig2bin.tsv:md5,6e46c0be14dded7cb13af38f54feea47"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test_allBins.eval:md5,ab9dd3709a59a69bc66030b9e0ff3d5b"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.1.fa:md5,70d2b1ddd4aaa89803c05fb7dba602d1"
+                ]
+            ],
+            [
+                
+            ],
+            [
+                
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.faa.scg.candidates.faa:md5,5cf97eab6da0a70cc4de01f31a8163c6"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.faa.archaea.scg:md5,561528a484afc60c0ff81bdb2a7486f8"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.faa.bacteria.scg:md5,82f6e2f23f76d8e782979b1a26da3f82"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    [
+                        "test.faa.all.b6:md5,f25a3c0945af01da9f50f992612ea86d",
+                        "test.faa.findSCG.b6:md5,90bc9bbcfa579ca2b265b3c48f548725"
+                    ]
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.seqlength:md5,b815a5811008c36808a59b1d0dcfab24"
+                ]
+            ],
+            [
+                "versions.yml:md5,ea5c2d7e0c1be82784aaeb94d4038526"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.2"
+        },
+        "timestamp": "2024-12-10T09:08:35.826716296"
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/dastool/dastool/tests/nextflow.config b/modules/nf-core/dastool/dastool/tests/nextflow.config
new file mode 100644
index 000000000..b8c116000
--- /dev/null
+++ b/modules/nf-core/dastool/dastool/tests/nextflow.config
@@ -0,0 +1,9 @@
+process {
+
+    publishDir = { "${params.outdir}/${task.process.tokenize(':')[-1].tokenize('_')[0].toLowerCase()}" }
+
+    withName: DASTOOL_DASTOOL {
+        ext.args = params.module_args
+    }
+
+}
diff --git a/modules/nf-core/dastool/fastatocontig2bin/environment.yml b/modules/nf-core/dastool/fastatocontig2bin/environment.yml
new file mode 100644
index 000000000..23697e2bc
--- /dev/null
+++ b/modules/nf-core/dastool/fastatocontig2bin/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::das_tool=1.1.7
diff --git a/modules/nf-core/dastool/fastatocontig2bin/main.nf b/modules/nf-core/dastool/fastatocontig2bin/main.nf
index f4f77c0f5..21066f27c 100644
--- a/modules/nf-core/dastool/fastatocontig2bin/main.nf
+++ b/modules/nf-core/dastool/fastatocontig2bin/main.nf
@@ -2,10 +2,10 @@ process DASTOOL_FASTATOCONTIG2BIN {
     tag "$meta.id"
     label 'process_single'
 
-    conda "bioconda::das_tool=1.1.6"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/das_tool:1.1.6--r42hdfd78af_0' :
-        'biocontainers/das_tool:1.1.6--r42hdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/das_tool:1.1.7--r44hdfd78af_1' :
+        'biocontainers/das_tool:1.1.7--r44hdfd78af_1' }"
 
     input:
     tuple val(meta), path(fasta)
@@ -38,4 +38,15 @@ process DASTOOL_FASTATOCONTIG2BIN {
         dastool: \$( DAS_Tool --version 2>&1 | grep "DAS Tool" | sed 's/DAS Tool //' )
     END_VERSIONS
     """
+
+    stub:
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    """
+    touch ${prefix}.tsv
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        dastool: \$( DAS_Tool --version 2>&1 | grep "DAS Tool" | sed 's/DAS Tool //' )
+    END_VERSIONS
+    """
 }
diff --git a/modules/nf-core/dastool/fastatocontig2bin/meta.yml b/modules/nf-core/dastool/fastatocontig2bin/meta.yml
index 1176ae967..9bf11e1a2 100644
--- a/modules/nf-core/dastool/fastatocontig2bin/meta.yml
+++ b/modules/nf-core/dastool/fastatocontig2bin/meta.yml
@@ -1,5 +1,6 @@
 name: dastool_fastatocontig2bin
-description: Helper script to convert a set of bins in fasta format to tabular scaffolds2bin format
+description: Helper script to convert a set of bins in fasta format to tabular scaffolds2bin
+  format
 keywords:
   - binning
   - das tool
@@ -15,42 +16,51 @@ tools:
         DAS Tool is an automated method that integrates the results
         of a flexible number of binning algorithms to calculate an optimized, non-redundant
         set of bins from a single assembly.
-
       homepage: https://github.com/cmks/DAS_Tool
       documentation: https://github.com/cmks/DAS_Tool
       tool_dev_url: https://github.com/cmks/DAS_Tool
       doi: "10.1038/s41564-018-0171-1"
       licence: ["BSD"]
-
+      identifier: biotools:dastool
 input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - fasta:
-      type: file
-      description: Fasta of list of fasta files recommended to be gathered via with .collect() of bins
-      pattern: "*.{fa,fa.gz,fas,fas.gz,fna,fna.gz,fasta,fasta.gz}"
+  - - meta:
+        type: map
+        description: |
+          Groovy Map containing sample information
+          e.g. [ id:'test', single_end:false ]
+    - fasta:
+        type: file
+        description: Fasta of list of fasta files recommended to be gathered via with
+          .collect() of bins
+        pattern: "*.{fa,fa.gz,fas,fas.gz,fna,fna.gz,fasta,fasta.gz}"
+        ontologies: []
   - extension:
-      type: val
-      description: Fasta file extension (fa | fas | fasta | ...), without .gz suffix, if gzipped input.
-
+      type: string
+      description: Fasta file extension (fa | fas | fasta | ...), without .gz suffix,
+        if gzipped input.
 output:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
-  - fastatocontig2bin:
-      type: file
-      description: tabular contig2bin file for DAS tool input
-      pattern: "*.tsv"
-
+  fastatocontig2bin:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.tsv":
+          type: file
+          description: tabular contig2bin file for DAS tool input
+          pattern: "*.tsv"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@maxibor"
   - "@jfy133"
+maintainers:
+  - "@maxibor"
+  - "@jfy133"
diff --git a/modules/nf-core/dastool/fastatocontig2bin/tests/main.nf.test b/modules/nf-core/dastool/fastatocontig2bin/tests/main.nf.test
new file mode 100644
index 000000000..f2901cb7e
--- /dev/null
+++ b/modules/nf-core/dastool/fastatocontig2bin/tests/main.nf.test
@@ -0,0 +1,83 @@
+nextflow_process {
+
+    name "Test Process DASTOOL_FASTATOCONTIG2BIN"
+    script "../main.nf"
+    process "DASTOOL_FASTATOCONTIG2BIN"
+
+    tag "modules"
+    tag "modules_nfcore"
+    tag "dastool"
+    tag "dastool/fastatocontig2bin"
+    tag "metabat2/metabat2"
+    tag "metabat2/jgisummarizebamcontigdepths"
+
+    setup {
+        run("METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS") {
+            script "../../../metabat2/jgisummarizebamcontigdepths/main.nf"
+            process {
+                """
+                input[0] = [
+                    [ id:'test', single_end:false ], // meta map
+                    file(params.modules_testdata_base_path + "genomics/prokaryotes/bacteroides_fragilis/illumina/bam/test1.sorted.bam", checkIfExists: true),
+                    file(params.modules_testdata_base_path + "genomics/prokaryotes/bacteroides_fragilis/illumina/bam/test1.sorted.bam.bai", checkIfExists: true),
+                    ]
+                """
+            }
+        }
+        run("METABAT2_METABAT2") {
+            script "../../../metabat2/metabat2/main.nf"
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'test', single_end:false ],
+                    file(params.modules_testdata_base_path + "genomics/prokaryotes/bacteroides_fragilis/genome/genome.fna.gz", checkIfExists: true)
+                ]).join(METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS.out.depth)
+                """
+            }
+        }
+    }
+
+    test("dastool fastatocontig2bin - bacteroides fragilis") {
+
+        when {
+            process {
+                """
+                input[0] = METABAT2_METABAT2.out.fasta.collect()
+                input[1] = 'fa'
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+
+    }
+
+    test("dastool fastatocontig2bin - bacteroides fragilis - stub") {
+
+        options "-stub"
+
+        when {
+            process {
+                """
+                input[0] = METABAT2_METABAT2.out.fasta.collect()
+                input[1] = 'fa'
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+
+    }
+
+}
+
diff --git a/modules/nf-core/dastool/fastatocontig2bin/tests/main.nf.test.snap b/modules/nf-core/dastool/fastatocontig2bin/tests/main.nf.test.snap
new file mode 100644
index 000000000..32a05ba01
--- /dev/null
+++ b/modules/nf-core/dastool/fastatocontig2bin/tests/main.nf.test.snap
@@ -0,0 +1,72 @@
+{
+    "dastool fastatocontig2bin - bacteroides fragilis - stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "1": [
+                    "versions.yml:md5,902d9b18eee9c90141d379e80c1297b9"
+                ],
+                "fastatocontig2bin": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,902d9b18eee9c90141d379e80c1297b9"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.2"
+        },
+        "timestamp": "2024-12-10T09:12:48.89685928"
+    },
+    "dastool fastatocontig2bin - bacteroides fragilis": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.tsv:md5,6e46c0be14dded7cb13af38f54feea47"
+                    ]
+                ],
+                "1": [
+                    "versions.yml:md5,902d9b18eee9c90141d379e80c1297b9"
+                ],
+                "fastatocontig2bin": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.tsv:md5,6e46c0be14dded7cb13af38f54feea47"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,902d9b18eee9c90141d379e80c1297b9"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.2"
+        },
+        "timestamp": "2024-12-05T13:56:41.454584667"
+    }
+}
\ No newline at end of file
diff --git a/subworkflows/local/binning_refinement/main.nf b/subworkflows/local/binning_refinement/main.nf
index 59b323c36..af5c393ec 100644
--- a/subworkflows/local/binning_refinement/main.nf
+++ b/subworkflows/local/binning_refinement/main.nf
@@ -69,11 +69,13 @@ workflow BINNING_REFINEMENT {
     // Note: do not `failOnMismatch` on join here, in some cases e.g. MAXBIN2 will fail if no bins, so cannot join!
     // Only want to join for DAS_Tool on bins that 'exist'
 
-    ch_input_for_dastool = ch_contigs_for_dastool.join(ch_fastatocontig2bin_for_dastool, by: 0)
+    ch_input_for_dastool = ch_contigs_for_dastool
+        .join(ch_fastatocontig2bin_for_dastool, by: 0)
+        .map { meta, contigs, bins -> [meta, contigs, bins, []] }
 
 
     // Run DAStool
-    DASTOOL_DASTOOL(ch_input_for_dastool, [], [])
+    DASTOOL_DASTOOL(ch_input_for_dastool, [])
     ch_versions = ch_versions.mix(DASTOOL_DASTOOL.out.versions)
 
     // Prepare bins for downstream analysis (separate from unbins, add 'binner' info and group)

From 23ad7842e387ff72934eeba499560cdaec1edae1 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 26 Aug 2025 05:52:26 -0300
Subject: [PATCH 105/288] Update freebayes

---
 CHANGELOG.md                                  |   1 +
 modules.json                                  |   2 +-
 modules/nf-core/freebayes/environment.yml     |   7 +
 modules/nf-core/freebayes/main.nf             |  62 +++--
 modules/nf-core/freebayes/meta.yml            | 169 ++++++++-----
 modules/nf-core/freebayes/tests/main.nf.test  | 227 ++++++++++++++++++
 .../nf-core/freebayes/tests/main.nf.test.snap | 112 +++++++++
 subworkflows/local/ancient_dna/main.nf        |  10 +-
 8 files changed, 500 insertions(+), 90 deletions(-)
 create mode 100644 modules/nf-core/freebayes/environment.yml
 create mode 100644 modules/nf-core/freebayes/tests/main.nf.test
 create mode 100644 modules/nf-core/freebayes/tests/main.nf.test.snap

diff --git a/CHANGELOG.md b/CHANGELOG.md
index b3ad3c1d9..8337fea36 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -48,6 +48,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 | nanolyse   | 1.41.6           | 1.44.1      |
 | fastp      | 0.23.4           | 0.24.0      |
 | flye       |                  | 2.9.5       |
+| Freebayes  | 1.3.6            | 1.3.10      |
 | metabat2   | 2.15             | 2.17        |
 | metamdbg   |                  | 1.0         |
 | minimap2   |                  | 2.29        |
diff --git a/modules.json b/modules.json
index 0fc422026..66cee8187 100644
--- a/modules.json
+++ b/modules.json
@@ -158,7 +158,7 @@
                     },
                     "freebayes": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "d04951ee68e3e8b875ebf5ddb7ba6e05233624c1",
                         "installed_by": ["modules"]
                     },
                     "genomad/download": {
diff --git a/modules/nf-core/freebayes/environment.yml b/modules/nf-core/freebayes/environment.yml
new file mode 100644
index 000000000..79cb3eadc
--- /dev/null
+++ b/modules/nf-core/freebayes/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::freebayes=1.3.10
diff --git a/modules/nf-core/freebayes/main.nf b/modules/nf-core/freebayes/main.nf
index 1466f085e..9d949add0 100644
--- a/modules/nf-core/freebayes/main.nf
+++ b/modules/nf-core/freebayes/main.nf
@@ -1,45 +1,44 @@
 process FREEBAYES {
-    tag "$meta.id"
+    tag "${meta.id}"
     label 'process_single'
 
-    conda "bioconda::freebayes=1.3.6"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/freebayes:1.3.6--hbfe0e7f_2' :
-        'biocontainers/freebayes:1.3.6--hbfe0e7f_2' }"
+    conda "${moduleDir}/environment.yml"
+    container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
+        ? 'https://depot.galaxyproject.org/singularity/freebayes:1.3.10--hbefcdb2_0'
+        : 'biocontainers/freebayes:1.3.10--hbefcdb2_0'}"
 
     input:
     tuple val(meta), path(input_1), path(input_1_index), path(input_2), path(input_2_index), path(target_bed)
-    path fasta
-    path fasta_fai
-    path samples
-    path populations
-    path cnv
+    tuple val(meta2), path(fasta)
+    tuple val(meta3), path(fasta_fai)
+    tuple val(meta4), path(samples)
+    tuple val(meta5), path(populations)
+    tuple val(meta6), path(cnv)
 
     output:
     tuple val(meta), path("*.vcf.gz"), emit: vcf
-    path  "versions.yml"             , emit: versions
+    path "versions.yml"              , emit: versions
 
     when:
     task.ext.when == null || task.ext.when
 
     script:
-    def args = task.ext.args ?: ''
-    def prefix = task.ext.prefix ?: "${meta.id}"
-    def input            = input_2        ? "${input_1} ${input_2}"        : "${input_1}"
-    def targets_file     = target_bed     ? "--target ${target_bed}"       : ""
-    def samples_file     = samples        ? "--samples ${samples}"         : ""
-    def populations_file = populations    ? "--populations ${populations}" : ""
-    def cnv_file         = cnv            ? "--cnv-map ${cnv}"             : ""
-
+    def args    = task.ext.args   ?: ''
+    def prefix  = task.ext.prefix ?: "${meta.id}"
+    def input            = input_2     ? "${input_1} ${input_2}"        : "${input_1}"
+    def targets_file     = target_bed  ? "--target ${target_bed}"       : ""
+    def samples_file     = samples     ? "--samples ${samples}"         : ""
+    def populations_file = populations ? "--populations ${populations}" : ""
+    def cnv_file         = cnv         ? "--cnv-map ${cnv}"             : ""
     """
     freebayes \\
-        -f $fasta \\
-        $targets_file \\
-        $samples_file \\
-        $populations_file \\
-        $cnv_file \\
-        $args \\
-        $input > ${prefix}.vcf
+        -f ${fasta} \\
+        ${targets_file} \\
+        ${samples_file} \\
+        ${populations_file} \\
+        ${cnv_file} \\
+        ${args} \\
+        ${input} > ${prefix}.vcf
 
     bgzip ${prefix}.vcf
 
@@ -48,4 +47,15 @@ process FREEBAYES {
         freebayes: \$(echo \$(freebayes --version 2>&1) | sed 's/version:\s*v//g' )
     END_VERSIONS
     """
+
+    stub:
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    """
+    echo | gzip > ${prefix}.vcf.gz
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        freebayes: \$(echo \$(freebayes --version 2>&1) | sed 's/version:\s*v//g' )
+    END_VERSIONS
+    """
 }
diff --git a/modules/nf-core/freebayes/meta.yml b/modules/nf-core/freebayes/meta.yml
index 17d83cba2..5593bcaaa 100644
--- a/modules/nf-core/freebayes/meta.yml
+++ b/modules/nf-core/freebayes/meta.yml
@@ -8,7 +8,6 @@ keywords:
   - germline variant calling
   - bacterial variant calling
   - bayesian
-
 tools:
   - freebayes:
       description: Bayesian haplotype-based polymorphism discovery and genotyping
@@ -17,66 +16,120 @@ tools:
       tool_dev_url: https://github.com/freebayes/freebayes
       doi: "10.48550/arXiv.1207.3907"
       licence: ["MIT"]
-
+      identifier: biotools:freebayes
 input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - input:
-      type: file
-      description: BAM/CRAM/SAM file
-      pattern: "*.{bam,cram,sam}"
-  - input_index:
-      type: file
-      description: BAM/CRAM/SAM index file
-      pattern: "*.{bai,crai}"
-  - target_bed:
-      type: file
-      description: Optional - Limit analysis to targets listed in this BED-format FILE.
-      pattern: "*.bed"
-  - fasta:
-      type: file
-      description: reference fasta file
-      pattern: ".{fa,fa.gz,fasta,fasta.gz}"
-  - fasta_fai:
-      type: file
-      description: reference fasta file index
-      pattern: "*.{fa,fasta}.fai"
-  - samples:
-      type: file
-      description: Optional - Limit analysis to samples listed (one per line) in the FILE.
-      pattern: "*.txt"
-  - populations:
-      type: file
-      description: Optional - Each line of FILE should list a sample and a population which it is part of.
-      pattern: "*.txt"
-  - cnv:
-      type: file
-      description: |
-        A copy number map BED file, which has either a sample-level ploidy:
-        sample_name copy_number
-        or a region-specific format:
-        seq_name start end sample_name copy_number
-      pattern: "*.bed"
-
+  - - meta:
+        type: map
+        description: |
+          Groovy Map containing sample information
+          e.g. [ id:'test', single_end:false ]
+    - input_1:
+        type: file
+        description: BAM/CRAM/SAM file
+        pattern: "*.{bam,cram,sam}"
+        ontologies: []
+    - input_1_index:
+        type: file
+        description: BAM/CRAM/SAM index file
+        pattern: "*.{bai,crai}"
+        ontologies: []
+    - input_2:
+        type: file
+        description: BAM/CRAM/SAM file
+        pattern: "*.{bam,cram,sam}"
+        ontologies: []
+    - input_2_index:
+        type: file
+        description: BAM/CRAM/SAM index file
+        pattern: "*.{bai,crai}"
+        ontologies: []
+    - target_bed:
+        type: file
+        description: Optional - Limit analysis to targets listed in this BED-format
+          FILE.
+        pattern: "*.bed"
+        ontologies: []
+  - - meta2:
+        type: map
+        description: |
+          Groovy Map containing reference information.
+          e.g. [ id:'test_reference' ]
+    - fasta:
+        type: file
+        description: reference fasta file
+        pattern: ".{fa,fa.gz,fasta,fasta.gz}"
+        ontologies: []
+  - - meta3:
+        type: map
+        description: |
+          Groovy Map containing reference information.
+          e.g. [ id:'test_reference' ]
+    - fasta_fai:
+        type: file
+        description: reference fasta file index
+        pattern: "*.{fa,fasta}.fai"
+        ontologies: []
+  - - meta4:
+        type: map
+        description: |
+          Groovy Map containing meta information for the samples file.
+          e.g. [ id:'test_samples' ]
+    - samples:
+        type: file
+        description: Optional - Limit analysis to samples listed (one per line) in the
+          FILE.
+        pattern: "*.txt"
+        ontologies: []
+  - - meta5:
+        type: map
+        description: |
+          Groovy Map containing meta information for the populations file.
+          e.g. [ id:'test_populations' ]
+    - populations:
+        type: file
+        description: Optional - Each line of FILE should list a sample and a population
+          which it is part of.
+        pattern: "*.txt"
+        ontologies: []
+  - - meta6:
+        type: map
+        description: |
+          Groovy Map containing meta information for the cnv file.
+          e.g. [ id:'test_cnv' ]
+    - cnv:
+        type: file
+        description: |
+          A copy number map BED file, which has either a sample-level ploidy:
+          sample_name copy_number
+          or a region-specific format:
+          seq_name start end sample_name copy_number
+        pattern: "*.bed"
+        ontologies: []
 output:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - version:
-      type: file
-      description: File containing software version
-      pattern: "*.{version.txt}"
-  - vcf:
-      type: file
-      description: Compressed VCF file
-      pattern: "*.vcf.gz"
-
+  vcf:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.vcf.gz":
+          type: file
+          description: Compressed VCF file
+          pattern: "*.vcf.gz"
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software version
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@maxibor"
   - "@FriederikeHanssen"
   - "@maxulysse"
+maintainers:
+  - "@maxibor"
+  - "@FriederikeHanssen"
+  - "@maxulysse"
diff --git a/modules/nf-core/freebayes/tests/main.nf.test b/modules/nf-core/freebayes/tests/main.nf.test
new file mode 100644
index 000000000..18334a24a
--- /dev/null
+++ b/modules/nf-core/freebayes/tests/main.nf.test
@@ -0,0 +1,227 @@
+nextflow_process {
+
+    name "Test Process FREEBAYES"
+    script "../main.nf"
+    process "FREEBAYES"
+
+    tag "modules"
+    tag "modules_nfcore"
+    tag "freebayes"
+
+    test("sarscov2 - [ bam, bai ] - fasta - fai") {
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test', single_end:false ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/bam/test.paired_end.sorted.bam', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/bam/test.paired_end.sorted.bam.bai', checkIfExists: true),
+                    [],
+                    [],
+                    []
+                ]
+                input[1] = [ [ id: 'test_fasta' ], file(params.modules_testdata_base_path + 'genomics/sarscov2/genome/genome.fasta', checkIfExists: true) ]
+                input[2] = [ [ id: 'test_fai' ],   file(params.modules_testdata_base_path + 'genomics/sarscov2/genome/genome.fasta.fai', checkIfExists: true) ]
+                input[3] = [ [], [] ]
+                input[4] = [ [], [] ]
+                input[5] = [ [], [] ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    file(process.out.vcf[0][1]).name,
+                    path(process.out.vcf[0][1]).vcf.variantsMD5,
+                    process.out.versions
+                    ).match()
+                }
+            )
+        }
+
+    }
+
+    test("sarscov2 - [ bam, bai, bed ] - fasta - fai") {
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test', single_end:false ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/bam/test.paired_end.sorted.bam', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/bam/test.paired_end.sorted.bam.bai', checkIfExists: true),
+                    [],
+                    [],
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/genome/bed/test.bed', checkIfExists: true),
+                    ]
+                input[1] = [ [ id: 'fasta' ], file(params.modules_testdata_base_path + 'genomics/sarscov2/genome/genome.fasta', checkIfExists: true) ]
+                input[2] = [ [ id: 'fai' ],   file(params.modules_testdata_base_path + 'genomics/sarscov2/genome/genome.fasta.fai', checkIfExists: true) ]
+                input[3] = [ [], [] ]
+                input[4] = [ [], [] ]
+                input[5] = [ [], [] ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    file(process.out.vcf[0][1]).name,
+                    path(process.out.vcf[0][1]).vcf.summary, // the created vcf file has no variants
+                    process.out.versions
+                    ).match()
+                }
+            )
+        }
+
+    }
+
+    test("sarscov2 - [ cram, crai ] - fasta - fai") {
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test', single_end:false ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/homo_sapiens/illumina/cram/test.paired_end.sorted.cram', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/homo_sapiens/illumina/cram/test.paired_end.sorted.cram.crai', checkIfExists: true),
+                    [],
+                    [],
+                    [],
+                    ]
+                input[1] = [ [ id: 'fasta' ], file(params.modules_testdata_base_path + 'genomics/homo_sapiens/genome/genome.fasta', checkIfExists: true) ]
+                input[2] = [ [ id: 'fai' ],   file(params.modules_testdata_base_path + 'genomics/homo_sapiens/genome/genome.fasta.fai', checkIfExists: true) ]
+                input[3] = [ [], [] ]
+                input[4] = [ [], [] ]
+                input[5] = [ [], [] ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    file(process.out.vcf[0][1]).name,
+                    path(process.out.vcf[0][1]).vcf.variantsMD5,
+                    process.out.versions
+                    ).match()
+                }
+            )
+        }
+
+    }
+
+    test("sarscov2 - [ bam, bai, bam, bai ] - fasta - fai") {
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test', single_end:false ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/homo_sapiens/illumina/bam/test.paired_end.sorted.bam', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/homo_sapiens/illumina/bam/test.paired_end.sorted.bam.bai', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/homo_sapiens/illumina/bam/test2.paired_end.sorted.bam', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/homo_sapiens/illumina/bam/test2.paired_end.sorted.bam.bai', checkIfExists: true),
+                    [],
+                    ]
+                input[1] = [ [ id: 'fasta' ], file(params.modules_testdata_base_path + 'genomics/homo_sapiens/genome/genome.fasta', checkIfExists: true) ]
+                input[2] = [ [ id: 'fai' ],   file(params.modules_testdata_base_path + 'genomics/homo_sapiens/genome/genome.fasta.fai', checkIfExists: true) ]
+                input[3] = [ [], [] ]
+                input[4] = [ [], [] ]
+                input[5] = [ [], [] ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    file(process.out.vcf[0][1]).name,
+                    path(process.out.vcf[0][1]).vcf.variantsMD5,
+                    process.out.versions
+                    ).match()
+                }
+            )
+        }
+
+    }
+
+    test("sarscov2 - [ cram, crai, cram, crai, bed ] - fasta - fai") {
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test', single_end:false ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/homo_sapiens/illumina/cram/test.paired_end.sorted.cram', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/homo_sapiens/illumina/cram/test.paired_end.sorted.cram.crai', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/homo_sapiens/illumina/cram/test2.paired_end.sorted.cram', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/homo_sapiens/illumina/cram/test2.paired_end.sorted.cram.crai', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/homo_sapiens/genome/genome.bed', checkIfExists: true),
+                    ]
+                input[1] = [ [ id: 'fasta' ], file(params.modules_testdata_base_path + 'genomics/homo_sapiens/genome/genome.fasta', checkIfExists: true) ]
+                input[2] = [ [ id: 'fai' ],   file(params.modules_testdata_base_path + 'genomics/homo_sapiens/genome/genome.fasta.fai', checkIfExists: true) ]
+                input[3] = [ [], [] ]
+                input[4] = [ [], [] ]
+                input[5] = [ [], [] ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    file(process.out.vcf[0][1]).name,
+                    path(process.out.vcf[0][1]).vcf.variantsMD5,
+                    process.out.versions
+                    ).match()
+                }
+            )
+        }
+
+    }
+
+    test("sarscov2 - [ bam, bai ] - fasta - fai - stub") {
+
+        options "-stub"
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test', single_end:false ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/bam/test.paired_end.sorted.bam', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/bam/test.paired_end.sorted.bam.bai', checkIfExists: true),
+                    [],
+                    [],
+                    []
+                ]
+                input[1] = [ [ id: 'test_fasta' ], file(params.modules_testdata_base_path + 'genomics/sarscov2/genome/genome.fasta', checkIfExists: true) ]
+                input[2] = [ [ id: 'test_fai' ],   file(params.modules_testdata_base_path + 'genomics/sarscov2/genome/genome.fasta.fai', checkIfExists: true) ]
+                input[3] = [ [], [] ]
+                input[4] = [ [], [] ]
+                input[5] = [ [], [] ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    process.out,
+                    path(process.out.versions[0]).yaml
+                    ).match()
+                }
+            )
+        }
+
+    }
+}
diff --git a/modules/nf-core/freebayes/tests/main.nf.test.snap b/modules/nf-core/freebayes/tests/main.nf.test.snap
new file mode 100644
index 000000000..a4b0b86f0
--- /dev/null
+++ b/modules/nf-core/freebayes/tests/main.nf.test.snap
@@ -0,0 +1,112 @@
+{
+    "sarscov2 - [ cram, crai, cram, crai, bed ] - fasta - fai": {
+        "content": [
+            "test.vcf.gz",
+            "5d2758e9ebd427d59c8d1eebdd1c0f44",
+            [
+                "versions.yml:md5,0753be9305ce1577b49b9914cea3b496"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.3"
+        },
+        "timestamp": "2025-08-11T13:50:34.700159"
+    },
+    "sarscov2 - [ bam, bai ] - fasta - fai": {
+        "content": [
+            "test.vcf.gz",
+            "f68e3a94e542c7cc84cdedcfc3f6190c",
+            [
+                "versions.yml:md5,0753be9305ce1577b49b9914cea3b496"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.3"
+        },
+        "timestamp": "2025-08-11T13:50:15.426043"
+    },
+    "sarscov2 - [ bam, bai ] - fasta - fai - stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.vcf.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "1": [
+                    "versions.yml:md5,0753be9305ce1577b49b9914cea3b496"
+                ],
+                "vcf": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.vcf.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,0753be9305ce1577b49b9914cea3b496"
+                ]
+            },
+            {
+                "FREEBAYES": {
+                    "freebayes": "1.3.10"
+                }
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.3"
+        },
+        "timestamp": "2025-08-11T13:50:39.015789"
+    },
+    "sarscov2 - [ cram, crai ] - fasta - fai": {
+        "content": [
+            "test.vcf.gz",
+            "f578a2043bd4303e16487b64ea6ff524",
+            [
+                "versions.yml:md5,0753be9305ce1577b49b9914cea3b496"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.3"
+        },
+        "timestamp": "2025-08-11T14:06:43.891953"
+    },
+    "sarscov2 - [ bam, bai, bed ] - fasta - fai": {
+        "content": [
+            "test.vcf.gz",
+            "VcfFile [chromosomes=[], sampleCount=1, variantCount=0, phased=true, phasedAutodetect=true]",
+            [
+                "versions.yml:md5,0753be9305ce1577b49b9914cea3b496"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.3"
+        },
+        "timestamp": "2025-08-11T14:06:39.11959"
+    },
+    "sarscov2 - [ bam, bai, bam, bai ] - fasta - fai": {
+        "content": [
+            "test.vcf.gz",
+            "5d2758e9ebd427d59c8d1eebdd1c0f44",
+            [
+                "versions.yml:md5,0753be9305ce1577b49b9914cea3b496"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.3"
+        },
+        "timestamp": "2025-08-11T13:50:29.470044"
+    }
+}
\ No newline at end of file
diff --git a/subworkflows/local/ancient_dna/main.nf b/subworkflows/local/ancient_dna/main.nf
index dbcab36ed..f0e1ab310 100644
--- a/subworkflows/local/ancient_dna/main.nf
+++ b/subworkflows/local/ancient_dna/main.nf
@@ -39,16 +39,16 @@ workflow ANCIENT_DNA_ASSEMBLY_VALIDATION {
             .join(FAIDX.out.fai)
             .multiMap { meta, contigs, bam, bai, fai ->
                 reads: [meta, bam, bai, [], [], []]
-                fasta: [contigs]
-                fai: [fai]
+                fasta: [meta, contigs]
+                fai: [meta, fai]
             }
         FREEBAYES(
             freebayes_input.reads,
             freebayes_input.fasta,
             freebayes_input.fai,
-            [],
-            [],
-            [],
+            [[], []],
+            [[], []],
+            [[], []],
         )
         ch_versions = ch_versions.mix(FREEBAYES.out.versions)
 

From 1b15f5fd0bd745b8c8259974d4dd1c6a1b33de73 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 26 Aug 2025 05:54:26 -0300
Subject: [PATCH 106/288] Update gtdbtk

---
 CHANGELOG.md                                  |   1 +
 modules.json                                  |   2 +-
 .../nf-core/gtdbtk/classifywf/environment.yml |   2 +-
 modules/nf-core/gtdbtk/classifywf/main.nf     |  95 +++++-----
 modules/nf-core/gtdbtk/classifywf/meta.yml    | 156 +++++++++-------
 .../gtdbtk/classifywf/tests/main.nf.test      |  73 +++++++-
 .../gtdbtk/classifywf/tests/main.nf.test.snap | 172 +++++++++++++++---
 .../gtdbtk/classifywf/tests/nextflow.config   |   5 +
 8 files changed, 360 insertions(+), 146 deletions(-)
 create mode 100644 modules/nf-core/gtdbtk/classifywf/tests/nextflow.config

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8337fea36..b6b32cca5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -49,6 +49,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 | fastp      | 0.23.4           | 0.24.0      |
 | flye       |                  | 2.9.5       |
 | Freebayes  | 1.3.6            | 1.3.10      |
+| GTDB-Tk    | 2.4.0            | 2.4.1       |
 | metabat2   | 2.15             | 2.17        |
 | metamdbg   |                  | 1.0         |
 | minimap2   |                  | 2.29        |
diff --git a/modules.json b/modules.json
index 66cee8187..4731599b0 100644
--- a/modules.json
+++ b/modules.json
@@ -173,7 +173,7 @@
                     },
                     "gtdbtk/classifywf": {
                         "branch": "master",
-                        "git_sha": "ed189847152de823c0cf9836cd394ad25ecb6835",
+                        "git_sha": "4c882420bb76b0b0343292d240eedf0a0eae3813",
                         "installed_by": ["modules"]
                     },
                     "gunc/downloaddb": {
diff --git a/modules/nf-core/gtdbtk/classifywf/environment.yml b/modules/nf-core/gtdbtk/classifywf/environment.yml
index f0b4a7504..b69848091 100644
--- a/modules/nf-core/gtdbtk/classifywf/environment.yml
+++ b/modules/nf-core/gtdbtk/classifywf/environment.yml
@@ -4,4 +4,4 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
-  - bioconda::gtdbtk=2.4.0
+  - bioconda::gtdbtk=2.4.1
diff --git a/modules/nf-core/gtdbtk/classifywf/main.nf b/modules/nf-core/gtdbtk/classifywf/main.nf
index c9ef29a58..8c8722ae5 100644
--- a/modules/nf-core/gtdbtk/classifywf/main.nf
+++ b/modules/nf-core/gtdbtk/classifywf/main.nf
@@ -1,36 +1,39 @@
 process GTDBTK_CLASSIFYWF {
-    tag "${prefix}"
-    label 'process_medium'
+    tag "${meta.id}"
+    label 'process_high_memory'
+
     conda "${moduleDir}/environment.yml"
-    container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ? 'https://depot.galaxyproject.org/singularity/gtdbtk:2.4.0--pyhdfd78af_2' : 'biocontainers/gtdbtk:2.4.0--pyhdfd78af_2'}"
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/gtdbtk:2.4.1--pyhdfd78af_1':
+        'biocontainers/gtdbtk:2.4.1--pyhdfd78af_1' }"
 
     input:
-    tuple val(meta), path("bins/*")
+    tuple val(meta)   , path("bins/*")
     tuple val(db_name), path(db)
     val use_pplacer_scratch_dir
     path mash_db
 
     output:
-    tuple val(meta), path("gtdbtk.${prefix}.*.summary.tsv"), emit: summary
-    tuple val(meta), path("gtdbtk.${prefix}.*.classify.tree.gz"), emit: tree, optional: true
-    tuple val(meta), path("gtdbtk.${prefix}.*.markers_summary.tsv"), emit: markers, optional: true
-    tuple val(meta), path("gtdbtk.${prefix}.*.msa.fasta.gz"), emit: msa, optional: true
-    tuple val(meta), path("gtdbtk.${prefix}.*.user_msa.fasta.gz"), emit: user_msa, optional: true
-    tuple val(meta), path("gtdbtk.${prefix}.*.filtered.tsv"), emit: filtered, optional: true
-    tuple val(meta), path("gtdbtk.${prefix}.failed_genomes.tsv"), emit: failed, optional: true
-    tuple val(meta), path("gtdbtk.${prefix}.log"), emit: log
-    tuple val(meta), path("gtdbtk.${prefix}.warnings.log"), emit: warnings
-    path ("versions.yml"), emit: versions
+    tuple val(meta), path("${prefix}")                               , emit: gtdb_outdir
+    tuple val(meta), path("${prefix}/classify/*.summary.tsv")        , emit: summary
+    tuple val(meta), path("${prefix}/classify/*.classify.tree")      , emit: tree       , optional: true
+    tuple val(meta), path("${prefix}/identify/*.markers_summary.tsv"), emit: markers    , optional: true
+    tuple val(meta), path("${prefix}/align/*.msa.fasta.gz")          , emit: msa        , optional: true
+    tuple val(meta), path("${prefix}/align/*.user_msa.fasta.gz")     , emit: user_msa   , optional: true
+    tuple val(meta), path("${prefix}/align/*.filtered.tsv")          , emit: filtered   , optional: true
+    tuple val(meta), path("${prefix}/identify/*.failed_genomes.tsv") , emit: failed     , optional: true
+    tuple val(meta), path("${prefix}/${prefix}.log")                 , emit: log
+    tuple val(meta), path("${prefix}/${prefix}.warnings.log")        , emit: warnings
+    path ("versions.yml")                                            , emit: versions
 
     when:
     task.ext.when == null || task.ext.when
 
     script:
-    def args = task.ext.args ?: ''
+    def args            = task.ext.args ?: ''
+    prefix              = task.ext.prefix ?: "${meta.id}"
     def pplacer_scratch = use_pplacer_scratch_dir ? "--scratch_dir pplacer_tmp" : ""
-    def mash_mode = mash_db ? "--mash_db ${mash_db}" : "--skip_ani_screen"
-    prefix = task.ext.prefix ?: "${meta.id}"
-
+    def mash_mode       = mash_db ? "--mash_db ${mash_db}" : "--skip_ani_screen"
     """
     export GTDBTK_DATA_PATH="\$(find -L ${db} -name 'metadata' -type d -exec dirname {} \\;)"
 
@@ -41,50 +44,46 @@ process GTDBTK_CLASSIFYWF {
     gtdbtk classify_wf \\
         ${args} \\
         --genome_dir bins \\
-        --prefix "gtdbtk.${prefix}" \\
-        --out_dir "\${PWD}" \\
+        --prefix "${prefix}" \\
+        --out_dir ${prefix} \\
         --cpus ${task.cpus} \\
         ${mash_mode} \\
         ${pplacer_scratch}
 
-    ## If mash db given, classify/ and identify/ directories won't be created
-    if [[ -d classify/ && \$(ls -A classify/) ]]; then
-        mv classify/* .
-    fi
-
-    if [[ -d identify/ && \$(ls -A identify/) ]]; then
-        mv identify/* .
-    fi
-
-    ## If nothing aligns, no output, so only run
-    if [[ -d align/ && \$(ls -A align/) ]]; then
-        mv align/* .
-    fi
-
-    mv gtdbtk.log "gtdbtk.${prefix}.log"
-
-    mv gtdbtk.warnings.log "gtdbtk.${prefix}.warnings.log"
-
-    find -name "gtdbtk.${prefix}.*.classify.tree" | xargs -r gzip # do not fail if .tree is missing
+    mv ${prefix}/gtdbtk.log "${prefix}/${prefix}.log"
+    mv ${prefix}/gtdbtk.warnings.log "${prefix}/${prefix}.warnings.log"
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
         gtdbtk: \$(echo \$(gtdbtk --version 2>/dev/null) | sed "s/gtdbtk: version //; s/ Copyright.*//")
+        gtdb_db: \$(grep VERSION_DATA \$GTDBTK_DATA_PATH/metadata/metadata.txt | sed "s/VERSION_DATA=//")
     END_VERSIONS
     """
 
     stub:
     prefix = task.ext.prefix ?: "${meta.id}"
     """
-    touch gtdbtk.${prefix}.stub.summary.tsv
-    echo "" | gzip > gtdbtk.${prefix}.stub.classify.tree.gz
-    touch gtdbtk.${prefix}.stub.markers_summary.tsv
-    echo "" | gzip > gtdbtk.${prefix}.stub.msa.fasta.gz
-    echo "" | gzip > gtdbtk.${prefix}.stub.user_msa.fasta.gz
-    touch gtdbtk.${prefix}.stub.filtered.tsv
-    touch gtdbtk.${prefix}.log
-    touch gtdbtk.${prefix}.warnings.log
-    touch gtdbtk.${prefix}.failed_genomes.tsv
+    mkdir ${prefix}
+    mkdir ${prefix}/identify
+    mkdir ${prefix}/classify
+    mkdir ${prefix}/align
+
+    touch ${prefix}/classify/${prefix}.ar53.summary.tsv
+    touch ${prefix}/classify/${prefix}.bac120.summary.tsv
+    touch ${prefix}/classify/${prefix}.ar53.classify.tree
+    touch ${prefix}/classify/${prefix}.bac120.classify.tree
+
+    touch ${prefix}/identify/${prefix}.ar53.markers_summary.tsv
+    touch ${prefix}/identify/${prefix}.bac120.markers_summary.tsv
+
+    echo "" | gzip > ${prefix}/align/${prefix}.ar53.msa.fasta.gz
+    echo "" | gzip > ${prefix}/align/${prefix}.bac120.user_msa.fasta.gz
+    touch ${prefix}/align/${prefix}.ar53.filtered.tsv
+    touch ${prefix}/align/${prefix}.bac120.filtered.tsv
+
+    touch ${prefix}/${prefix}.log
+    touch ${prefix}/${prefix}.warnings.log
+    touch ${prefix}/${prefix}.failed_genomes.tsv
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/modules/nf-core/gtdbtk/classifywf/meta.yml b/modules/nf-core/gtdbtk/classifywf/meta.yml
index fc31a609f..64fb73e6d 100644
--- a/modules/nf-core/gtdbtk/classifywf/meta.yml
+++ b/modules/nf-core/gtdbtk/classifywf/meta.yml
@@ -25,10 +25,11 @@ input:
         description: |
           Groovy Map containing sample information
           e.g. [ id:'test', single_end:false,  assembler:'spades' ]
-    - '"bins/*"':
+    - bins/*:
         type: file
         description: A list of one or more bins in FASTA format for classification
         pattern: "*.{fasta,fna,fas,fa}{,.gz}"
+        ontologies: []
   - - db_name:
         type: string
         description: The name of the GTDB database to use.
@@ -38,115 +39,142 @@ input:
           Path to a directory containing a GDTB database, as uncompressed from from the 'full package' gtdbdtk_data.tar.gz file.
           You can give the 'release<version number>' directory here.
           Must contain the 'metadata' subdirectory
-        pattern: "release[0-9]+\/"
-  - - use_pplacer_scratch_dir:
-        type: boolean
-        description: Set to true to reduce pplacer memory usage by writing to disk (slower)
-  - - mash_db:
-        type: file
-        description: The local copy of the Mash sketch database used by GTDB-tk if `ani_screen`
-          mode is used (optional)
-        pattern: "*.msh"
+        pattern: "release[0-9]+/"
+        ontologies: []
+  - use_pplacer_scratch_dir:
+      type: boolean
+      description: Set to true to reduce pplacer memory usage by writing to disk (slower)
+  - mash_db:
+      type: file
+      description: The local copy of the Mash sketch database used by GTDB-tk if `ani_screen`
+        mode is used (optional)
+      pattern: "*.msh"
+      ontologies:
+        - edam: http://edamontology.org/format_3911 # msh
 output:
-  - summary:
-      - meta:
+  gtdb_outdir:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false,  assembler:'spades' ]
+          pattern: "*"
+      - ${prefix}:
+          type: map
+          description: All files output by GTDB-Tk
+          pattern: "*"
+  summary:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
-            e.g. [ id:'test', single_end:false ]
-      - gtdbtk.${prefix}.*.summary.tsv:
-          type: file
+            e.g. [ id:'test', single_end:false,  assembler:'spades' ]
+          pattern: "*"
+      - ${prefix}/classify/*.summary.tsv:
+          type: map
           description: A TSV summary file for the classification
           pattern: "*.{summary.tsv}"
-  - tree:
-      - meta:
+  tree:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
-            e.g. [ id:'test', single_end:false ]
-      - gtdbtk.${prefix}.*.classify.tree.gz:
-          type: file
-          description: NJ or UPGMA tree in Newick format produced from a multiple sequence
+            e.g. [ id:'test', single_end:false,  assembler:'spades' ]
+          pattern: "*"
+      - ${prefix}/classify/*.classify.tree:
+          type: map
+          description: |
+            Groovy Map NJ or UPGMA trees in Newick format produced from a multiple sequence
             alignment
-          pattern: "*.{classify.tree.gz}"
-  - markers:
-      - meta:
+          pattern: "*.{classify.tree}"
+  markers:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
-            e.g. [ id:'test', single_end:false ]
-      - gtdbtk.${prefix}.*.markers_summary.tsv:
-          type: file
+            e.g. [ id:'test', single_end:false,  assembler:'spades' ]
+          pattern: "*"
+      - ${prefix}/identify/*.markers_summary.tsv:
+          type: map
           description: A TSV summary file lineage markers used for the classification.
           pattern: "*.{markers_summary.tsv}"
-  - msa:
-      - meta:
+  msa:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
-            e.g. [ id:'test', single_end:false ]
-      - gtdbtk.${prefix}.*.msa.fasta.gz:
-          type: file
+            e.g. [ id:'test', single_end:false,  assembler:'spades' ]
+          pattern: "*"
+      - ${prefix}/align/*.msa.fasta.gz:
+          type: map
           description: Multiple sequence alignments file.
           pattern: "*.{msa.fasta.gz}"
-  - user_msa:
-      - meta:
+  user_msa:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
-            e.g. [ id:'test', single_end:false ]
-      - gtdbtk.${prefix}.*.user_msa.fasta.gz:
-          type: file
+            e.g. [ id:'test', single_end:false,  assembler:'spades' ]
+          pattern: "*"
+      - ${prefix}/align/*.user_msa.fasta.gz:
+          type: map
           description: Multiple sequence alignments file for the user-provided files.
           pattern: "*.{user_msa.fasta.gz}"
-  - filtered:
-      - meta:
+  filtered:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
-            e.g. [ id:'test', single_end:false ]
-      - gtdbtk.${prefix}.*.filtered.tsv:
-          type: file
-          description: A list of genomes with an insufficient number of amino acids in
-            MSA..
+            e.g. [ id:'test', single_end:false,  assembler:'spades' ]
+          pattern: "*"
+      - ${prefix}/align/*.filtered.tsv:
+          type: map
+          description: A list of genomes with an insufficient number of amino acids
+            in MSA
           pattern: "*.{filtered.tsv}"
-  - failed:
-      - meta:
+  failed:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
-            e.g. [ id:'test', single_end:false ]
-      - gtdbtk.${prefix}.failed_genomes.tsv:
-          type: file
+            e.g. [ id:'test', single_end:false,  assembler:'spades' ]
+          pattern: "*"
+      - ${prefix}/identify/*.failed_genomes.tsv:
+          type: map
           description: A TSV summary of the genomes which GTDB-tk failed to classify.
           pattern: "*.{failed_genomes.tsv}"
-  - log:
-      - meta:
+  log:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
-            e.g. [ id:'test', single_end:false ]
-      - gtdbtk.${prefix}.log:
-          type: file
+            e.g. [ id:'test', single_end:false,  assembler:'spades' ]
+          pattern: "*"
+      - ${prefix}/${prefix}.log:
+          type: map
           description: GTDB-tk log file
           pattern: "*.{log}"
-  - warnings:
-      - meta:
+  warnings:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
-            e.g. [ id:'test', single_end:false ]
-      - gtdbtk.${prefix}.warnings.log:
-          type: file
+            e.g. [ id:'test', single_end:false,  assembler:'spades' ]
+          pattern: "*"
+      - ${prefix}/${prefix}.warnings.log:
+          type: map
           description: GTDB-tk warnings log file
           pattern: "*.{warnings.log}"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@skrakau"
+  - "@prototaxites"
   - "@abhi18av"
 maintainers:
   - "@skrakau"
diff --git a/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test b/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test
index deca962df..53bba2b3d 100644
--- a/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test
+++ b/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test
@@ -3,29 +3,92 @@ nextflow_process {
     name "Test Process GTDBTK_CLASSIFYWF"
     script "../main.nf"
     process "GTDBTK_CLASSIFYWF"
+    config './nextflow.config'
 
     tag "modules"
     tag "modules_nfcore"
     tag "gtdbtk"
     tag "gtdbtk/classifywf"
+    tag "untar"
+
+    setup {
+        run("UNTAR") {
+            script "../../../untar/main.nf"
+            process {
+            """
+            input[0] = [
+                        [ id:'mockup' ], // meta map
+                        file('https://github.com/nf-core/test-datasets/raw/refs/heads/mag/databases/gtdbtk/gtdbtk_mockup_20250422.tar.gz', checkIfExists: true)
+            ]
+            """
+            }
+        }
+    }
+
+    // Using special mini test-data provided to use via GTDB developers
+    test("E. coli - genome fasta") {
+
+        when {
+
+            params {
+                // Recommended by the GTDB developers: https://data.gtdb.ecogenomic.org/releases/latest/auxillary_files/gtdbtk_package/mockup_db/HOWTO.txt
+                // The `--skip_ani_screen` requires comparison against a full database and goes through the full classfywf pipeline
+                module_args = '--extension fa --skip_ani_screen'
+            }
+
+            process {
+                """
+                input[0] = [
+                        [ id:'test', single_end:false, assembler:'SPADES' ],
+                        [
+                            file(params.modules_testdata_base_path + 'genomics/prokaryotes/escherichia_coli/genome/genome.fa', checkIfExists: true),
+                        ]
+                    ]
+                input[1] = UNTAR.out.untar
+                input[2] = false
+                input[3] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                        process.out.summary,
+                        process.out.tree,
+                        process.out.markers,
+                        process.out.msa,
+                        process.out.user_msa,
+                        process.out.filtered,
+                        file(process.out.log[0][1]).readLines().contains('INFO: Done.'),
+                        process.out.versions,
+                    ).match() }
+            )
+        }
+    }
 
-    // Only stub test is possible due to very large required database (>70GB)
     test("sarscov2 - genome fasta - stub") {
 
         options "-stub"
 
         when {
+
+            params {
+                // Recommended by the GTDB developers: https://data.gtdb.ecogenomic.org/releases/latest/auxillary_files/gtdbtk_package/mockup_db/HOWTO.txt
+                // The `--skip_ani_screen` requires comparison against a full database and goes through the full classfywf pipeline
+                module_args = '--extension fa --skip_ani_screen'
+            }
+
             process {
                 """
                 input[0] = [
                         [ id:'test', single_end:false, assembler:'SPADES' ],
                         [
-                            file(params.modules_testdata_base_path + 'genomics/sarscov2/genome/genome.fasta', checkIfExists: true),
-                            file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fasta/contigs.fasta', checkIfExists: true),
-                            file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fasta/scaffolds.fasta', checkIfExists: true),
+                            file(params.modules_testdata_base_path + 'genomics/prokaryotes/escherichia_coli/genome/genome.fa', checkIfExists: true),
                         ]
                     ]
-                input[1] = [[], []]
+                input[1] = [[:],[]]
                 input[2] = false
                 input[3] = []
                 """
diff --git a/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test.snap b/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test.snap
index eb0ee89a7..a5d77dc53 100644
--- a/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test.snap
+++ b/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test.snap
@@ -1,4 +1,52 @@
 {
+    "E. coli - genome fasta": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false,
+                        "assembler": "SPADES"
+                    },
+                    "test.bac120.summary.tsv:md5,6d78949595cbfb145108cc5374dbac23"
+                ]
+            ],
+            [
+                
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false,
+                        "assembler": "SPADES"
+                    },
+                    [
+                        "test.ar53.markers_summary.tsv:md5,3ba12aa91791ee263df1bee8558413eb",
+                        "test.bac120.markers_summary.tsv:md5,49c710e91fe35aff2ee5bf6b1b949ed4"
+                    ]
+                ]
+            ],
+            [
+                
+            ],
+            [
+                
+            ],
+            [
+                
+            ],
+            false,
+            [
+                "versions.yml:md5,bc2e4001aba832c0e5e68e907ea63050"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.6"
+        },
+        "timestamp": "2025-07-21T15:06:43.012952285"
+    },
     "sarscov2 - genome fasta - stub": {
         "content": [
             {
@@ -9,7 +57,27 @@
                             "single_end": false,
                             "assembler": "SPADES"
                         },
-                        "gtdbtk.test.stub.summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        [
+                            [
+                                "test.ar53.filtered.tsv:md5,d41d8cd98f00b204e9800998ecf8427e",
+                                "test.ar53.msa.fasta.gz:md5,68b329da9893e34099c7d8ad5cb9c940",
+                                "test.bac120.filtered.tsv:md5,d41d8cd98f00b204e9800998ecf8427e",
+                                "test.bac120.user_msa.fasta.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                            ],
+                            [
+                                "test.ar53.classify.tree:md5,d41d8cd98f00b204e9800998ecf8427e",
+                                "test.ar53.summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e",
+                                "test.bac120.classify.tree:md5,d41d8cd98f00b204e9800998ecf8427e",
+                                "test.bac120.summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                            ],
+                            [
+                                "test.ar53.markers_summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e",
+                                "test.bac120.markers_summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                            ],
+                            "test.failed_genomes.tsv:md5,d41d8cd98f00b204e9800998ecf8427e",
+                            "test.log:md5,d41d8cd98f00b204e9800998ecf8427e",
+                            "test.warnings.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        ]
                     ]
                 ],
                 "1": [
@@ -19,9 +87,15 @@
                             "single_end": false,
                             "assembler": "SPADES"
                         },
-                        "gtdbtk.test.stub.classify.tree.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        [
+                            "test.ar53.summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e",
+                            "test.bac120.summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        ]
                     ]
                 ],
+                "10": [
+                    "versions.yml:md5,d83c290cf5951b500f6d216c5ec424a2"
+                ],
                 "2": [
                     [
                         {
@@ -29,7 +103,10 @@
                             "single_end": false,
                             "assembler": "SPADES"
                         },
-                        "gtdbtk.test.stub.markers_summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        [
+                            "test.ar53.classify.tree:md5,d41d8cd98f00b204e9800998ecf8427e",
+                            "test.bac120.classify.tree:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        ]
                     ]
                 ],
                 "3": [
@@ -39,7 +116,10 @@
                             "single_end": false,
                             "assembler": "SPADES"
                         },
-                        "gtdbtk.test.stub.msa.fasta.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        [
+                            "test.ar53.markers_summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e",
+                            "test.bac120.markers_summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        ]
                     ]
                 ],
                 "4": [
@@ -49,7 +129,7 @@
                             "single_end": false,
                             "assembler": "SPADES"
                         },
-                        "gtdbtk.test.stub.user_msa.fasta.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        "test.ar53.msa.fasta.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
                     ]
                 ],
                 "5": [
@@ -59,7 +139,7 @@
                             "single_end": false,
                             "assembler": "SPADES"
                         },
-                        "gtdbtk.test.stub.filtered.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        "test.bac120.user_msa.fasta.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
                     ]
                 ],
                 "6": [
@@ -69,50 +149,79 @@
                             "single_end": false,
                             "assembler": "SPADES"
                         },
-                        "gtdbtk.test.failed_genomes.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        [
+                            "test.ar53.filtered.tsv:md5,d41d8cd98f00b204e9800998ecf8427e",
+                            "test.bac120.filtered.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        ]
                     ]
                 ],
                 "7": [
+                    
+                ],
+                "8": [
                     [
                         {
                             "id": "test",
                             "single_end": false,
                             "assembler": "SPADES"
                         },
-                        "gtdbtk.test.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        "test.log:md5,d41d8cd98f00b204e9800998ecf8427e"
                     ]
                 ],
-                "8": [
+                "9": [
                     [
                         {
                             "id": "test",
                             "single_end": false,
                             "assembler": "SPADES"
                         },
-                        "gtdbtk.test.warnings.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        "test.warnings.log:md5,d41d8cd98f00b204e9800998ecf8427e"
                     ]
                 ],
-                "9": [
-                    "versions.yml:md5,2c94de2b8633b99e11881ab0193835d7"
-                ],
                 "failed": [
+                    
+                ],
+                "filtered": [
                     [
                         {
                             "id": "test",
                             "single_end": false,
                             "assembler": "SPADES"
                         },
-                        "gtdbtk.test.failed_genomes.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        [
+                            "test.ar53.filtered.tsv:md5,d41d8cd98f00b204e9800998ecf8427e",
+                            "test.bac120.filtered.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        ]
                     ]
                 ],
-                "filtered": [
+                "gtdb_outdir": [
                     [
                         {
                             "id": "test",
                             "single_end": false,
                             "assembler": "SPADES"
                         },
-                        "gtdbtk.test.stub.filtered.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        [
+                            [
+                                "test.ar53.filtered.tsv:md5,d41d8cd98f00b204e9800998ecf8427e",
+                                "test.ar53.msa.fasta.gz:md5,68b329da9893e34099c7d8ad5cb9c940",
+                                "test.bac120.filtered.tsv:md5,d41d8cd98f00b204e9800998ecf8427e",
+                                "test.bac120.user_msa.fasta.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                            ],
+                            [
+                                "test.ar53.classify.tree:md5,d41d8cd98f00b204e9800998ecf8427e",
+                                "test.ar53.summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e",
+                                "test.bac120.classify.tree:md5,d41d8cd98f00b204e9800998ecf8427e",
+                                "test.bac120.summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                            ],
+                            [
+                                "test.ar53.markers_summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e",
+                                "test.bac120.markers_summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                            ],
+                            "test.failed_genomes.tsv:md5,d41d8cd98f00b204e9800998ecf8427e",
+                            "test.log:md5,d41d8cd98f00b204e9800998ecf8427e",
+                            "test.warnings.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        ]
                     ]
                 ],
                 "log": [
@@ -122,7 +231,7 @@
                             "single_end": false,
                             "assembler": "SPADES"
                         },
-                        "gtdbtk.test.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        "test.log:md5,d41d8cd98f00b204e9800998ecf8427e"
                     ]
                 ],
                 "markers": [
@@ -132,7 +241,10 @@
                             "single_end": false,
                             "assembler": "SPADES"
                         },
-                        "gtdbtk.test.stub.markers_summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        [
+                            "test.ar53.markers_summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e",
+                            "test.bac120.markers_summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        ]
                     ]
                 ],
                 "msa": [
@@ -142,7 +254,7 @@
                             "single_end": false,
                             "assembler": "SPADES"
                         },
-                        "gtdbtk.test.stub.msa.fasta.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        "test.ar53.msa.fasta.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
                     ]
                 ],
                 "summary": [
@@ -152,7 +264,10 @@
                             "single_end": false,
                             "assembler": "SPADES"
                         },
-                        "gtdbtk.test.stub.summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        [
+                            "test.ar53.summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e",
+                            "test.bac120.summary.tsv:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        ]
                     ]
                 ],
                 "tree": [
@@ -162,7 +277,10 @@
                             "single_end": false,
                             "assembler": "SPADES"
                         },
-                        "gtdbtk.test.stub.classify.tree.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        [
+                            "test.ar53.classify.tree:md5,d41d8cd98f00b204e9800998ecf8427e",
+                            "test.bac120.classify.tree:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        ]
                     ]
                 ],
                 "user_msa": [
@@ -172,11 +290,11 @@
                             "single_end": false,
                             "assembler": "SPADES"
                         },
-                        "gtdbtk.test.stub.user_msa.fasta.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
+                        "test.bac120.user_msa.fasta.gz:md5,68b329da9893e34099c7d8ad5cb9c940"
                     ]
                 ],
                 "versions": [
-                    "versions.yml:md5,2c94de2b8633b99e11881ab0193835d7"
+                    "versions.yml:md5,d83c290cf5951b500f6d216c5ec424a2"
                 ],
                 "warnings": [
                     [
@@ -185,15 +303,15 @@
                             "single_end": false,
                             "assembler": "SPADES"
                         },
-                        "gtdbtk.test.warnings.log:md5,d41d8cd98f00b204e9800998ecf8427e"
+                        "test.warnings.log:md5,d41d8cd98f00b204e9800998ecf8427e"
                     ]
                 ]
             }
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.4"
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.6"
         },
-        "timestamp": "2024-09-16T11:46:32.337929018"
+        "timestamp": "2025-05-06T12:48:58.852279428"
     }
 }
\ No newline at end of file
diff --git a/modules/nf-core/gtdbtk/classifywf/tests/nextflow.config b/modules/nf-core/gtdbtk/classifywf/tests/nextflow.config
new file mode 100644
index 000000000..4cc3ad07d
--- /dev/null
+++ b/modules/nf-core/gtdbtk/classifywf/tests/nextflow.config
@@ -0,0 +1,5 @@
+process {
+    withName: GTDBTK_CLASSIFYWF {
+        ext.args = params.module_args
+    }
+}

From 528ea9454202bb1e218307d06af275e362b4099a Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 26 Aug 2025 06:13:02 -0300
Subject: [PATCH 107/288] Update porechop

---
 modules.json                               |  2 +-
 modules/nf-core/porechop/porechop/meta.yml | 24 ++++++++++++++--------
 2 files changed, 16 insertions(+), 10 deletions(-)

diff --git a/modules.json b/modules.json
index 4731599b0..3522b9d24 100644
--- a/modules.json
+++ b/modules.json
@@ -268,7 +268,7 @@
                     },
                     "porechop/porechop": {
                         "branch": "master",
-                        "git_sha": "dbf496251becaa54933305bb494b880253a84ee6",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "prodigal": {
diff --git a/modules/nf-core/porechop/porechop/meta.yml b/modules/nf-core/porechop/porechop/meta.yml
index 9e61c0542..01f50a7e7 100644
--- a/modules/nf-core/porechop/porechop/meta.yml
+++ b/modules/nf-core/porechop/porechop/meta.yml
@@ -23,9 +23,11 @@ input:
         type: file
         description: fastq/fastq.gz file
         pattern: "*.{fastq,fastq.gz,fq,fq.gz}"
+        ontologies:
+          - edam: http://edamontology.org/format_1930 # FASTQ
 output:
-  - reads:
-      - meta:
+  reads:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -34,8 +36,9 @@ output:
           type: file
           description: Demultiplexed and/or adapter-trimmed fastq.gz file
           pattern: "*.{fastq.gz}"
-  - log:
-      - meta:
+          ontologies: []
+  log:
+    - - meta:
           type: map
           description: |
             Groovy Map containing sample information
@@ -44,11 +47,14 @@ output:
           type: file
           description: Log file containing stdout information
           pattern: "*.log"
-  - versions:
-      - versions.yml:
-          type: file
-          description: File containing software versions
-          pattern: "versions.yml"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@ggabernet"
   - "@jasmezz"

From f70c1e386c120b98d4a2e15049aef0b4c9b5c0c1 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 26 Aug 2025 06:38:07 -0300
Subject: [PATCH 108/288] Improve bcftools usage

---
 conf/modules.config                    |  2 +-
 subworkflows/local/ancient_dna/main.nf | 12 +++++-------
 2 files changed, 6 insertions(+), 8 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 081aac2fe..724c37f92 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -692,7 +692,7 @@ process {
 
     withName: BCFTOOLS_VIEW {
         ext.prefix = { "${meta.assembler}-${meta.id}.filtered" }
-        ext.args   = "-v snps,mnps -i 'QUAL>=${params.bcftools_view_high_variant_quality} || (QUAL>=${params.bcftools_view_medium_variant_quality} && FORMAT/AO>=${params.bcftools_view_minimal_allelesupport})'"
+        ext.args   = "-Oz -W=tbi -v snps,mnps -i 'QUAL>=${params.bcftools_view_high_variant_quality} || (QUAL>=${params.bcftools_view_medium_variant_quality} && FORMAT/AO>=${params.bcftools_view_minimal_allelesupport})'"
         publishDir = [path: { "${params.outdir}/Ancient_DNA/variant_calling/filtered" }, mode: params.publish_dir_mode, pattern: "*.vcf.gz"]
     }
 
diff --git a/subworkflows/local/ancient_dna/main.nf b/subworkflows/local/ancient_dna/main.nf
index f0e1ab310..c9996f5e7 100644
--- a/subworkflows/local/ancient_dna/main.nf
+++ b/subworkflows/local/ancient_dna/main.nf
@@ -1,5 +1,5 @@
 include { BCFTOOLS_CONSENSUS                    } from '../../../modules/nf-core/bcftools/consensus/main'
-include { BCFTOOLS_INDEX as BCFTOOLS_INDEX_PRE ; BCFTOOLS_INDEX as BCFTOOLS_INDEX_POST } from '../../../modules/nf-core/bcftools/index/main'
+include { BCFTOOLS_INDEX                        } from '../../../modules/nf-core/bcftools/index/main'
 include { BCFTOOLS_VIEW                         } from '../../../modules/nf-core/bcftools/view/main'
 include { FREEBAYES                             } from '../../../modules/nf-core/freebayes/main'
 include { PYDAMAGE_ANALYZE                      } from '../../../modules/nf-core/pydamage/analyze/main'
@@ -52,14 +52,12 @@ workflow ANCIENT_DNA_ASSEMBLY_VALIDATION {
         )
         ch_versions = ch_versions.mix(FREEBAYES.out.versions)
 
-        BCFTOOLS_INDEX_PRE(FREEBAYES.out.vcf)
-        ch_versions = ch_versions.mix(BCFTOOLS_INDEX_PRE.out.versions)
-        BCFTOOLS_VIEW(FREEBAYES.out.vcf.join(BCFTOOLS_INDEX_PRE.out.tbi), [], [], [])
+        BCFTOOLS_INDEX(FREEBAYES.out.vcf)
+        ch_versions = ch_versions.mix(BCFTOOLS_INDEX.out.versions)
+        BCFTOOLS_VIEW(FREEBAYES.out.vcf.join(BCFTOOLS_INDEX.out.tbi), [], [], [])
         ch_versions = ch_versions.mix(BCFTOOLS_VIEW.out.versions)
-        BCFTOOLS_INDEX_POST(BCFTOOLS_VIEW.out.vcf)
-        ch_versions = ch_versions.mix(BCFTOOLS_INDEX_POST.out.versions)
         BCFTOOLS_CONSENSUS(
-            BCFTOOLS_VIEW.out.vcf.join(BCFTOOLS_INDEX_POST.out.tbi).join(ch_input.map { item -> [item[0], item[1], []] })
+            BCFTOOLS_VIEW.out.vcf.join(BCFTOOLS_VIEW.out.tbi).join(ch_input.map { item -> [item[0], item[1], []] })
         )
         ch_versions = ch_versions.mix(BCFTOOLS_CONSENSUS.out.versions)
 

From 099bd499862c54382427285cd92e2a607de9b8bf Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 26 Aug 2025 07:29:20 -0300
Subject: [PATCH 109/288] Update genomad

---
 CHANGELOG.md                                  |   1 +
 conf/test_single_end.config                   |   3 +-
 modules.json                                  |   4 +-
 .../nf-core/genomad/download/environment.yml  |   7 +
 modules/nf-core/genomad/download/main.nf      |   6 +-
 modules/nf-core/genomad/download/meta.yml     |  28 +-
 .../genomad/download/tests/main.nf.test       |  34 ++
 .../genomad/download/tests/main.nf.test.snap  | 192 +++++++++++
 .../genomad/download/tests/nextflow.config    |   2 +
 .../nf-core/genomad/endtoend/environment.yml  |   7 +
 modules/nf-core/genomad/endtoend/main.nf      |  29 +-
 modules/nf-core/genomad/endtoend/meta.yml     | 269 ++++++++++-----
 .../genomad/endtoend/tests/main.nf.test       |  84 +++++
 .../genomad/endtoend/tests/main.nf.test.snap  | 313 ++++++++++++++++++
 .../genomad/endtoend/tests/nextflow.config    |   5 +
 15 files changed, 876 insertions(+), 108 deletions(-)
 create mode 100644 modules/nf-core/genomad/download/environment.yml
 create mode 100644 modules/nf-core/genomad/download/tests/main.nf.test
 create mode 100644 modules/nf-core/genomad/download/tests/main.nf.test.snap
 create mode 100644 modules/nf-core/genomad/download/tests/nextflow.config
 create mode 100644 modules/nf-core/genomad/endtoend/environment.yml
 create mode 100644 modules/nf-core/genomad/endtoend/tests/main.nf.test
 create mode 100644 modules/nf-core/genomad/endtoend/tests/main.nf.test.snap
 create mode 100644 modules/nf-core/genomad/endtoend/tests/nextflow.config

diff --git a/CHANGELOG.md b/CHANGELOG.md
index b6b32cca5..6e7b7bd17 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -49,6 +49,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 | fastp      | 0.23.4           | 0.24.0      |
 | flye       |                  | 2.9.5       |
 | Freebayes  | 1.3.6            | 1.3.10      |
+| geNomad    | 1.5.2            | 1.11.0      |
 | GTDB-Tk    | 2.4.0            | 2.4.1       |
 | metabat2   | 2.15             | 2.17        |
 | metamdbg   |                  | 1.0         |
diff --git a/conf/test_single_end.config b/conf/test_single_end.config
index eb241e582..39d2942a6 100644
--- a/conf/test_single_end.config
+++ b/conf/test_single_end.config
@@ -44,7 +44,8 @@ params {
     binqc_tool                           = 'checkm'
     run_virus_identification             = true
     genomad_splits                       = 7
-    genomad_db                           = 'https://zenodo.org/records/11945948/files/genomad_microdb.tar.gz'
+    // micro_db not compatible with current genNomad version
+    genomad_db                           = null // 'https://zenodo.org/records/11945948/files/genomad_microdb.tar.gz'
     gtdb_db                              = params.pipelines_testdata_base_path + 'mag/databases/gtdbtk/gtdbtk_mockup_20250422.tar.gz'
     cat_db                               = params.pipelines_testdata_base_path + 'mag/databases/cat/minigut_cat.tar.gz'
     cat_no_suggestive_asterisks          = true
diff --git a/modules.json b/modules.json
index 3522b9d24..bf4ce9c62 100644
--- a/modules.json
+++ b/modules.json
@@ -163,12 +163,12 @@
                     },
                     "genomad/download": {
                         "branch": "master",
-                        "git_sha": "ca813f3f73adedf3547a5a677e992d9d43a71870",
+                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
                         "installed_by": ["modules"]
                     },
                     "genomad/endtoend": {
                         "branch": "master",
-                        "git_sha": "ca813f3f73adedf3547a5a677e992d9d43a71870",
+                        "git_sha": "ddb0d667cf6cdee3bab9497241de4bbf6b88d8cc",
                         "installed_by": ["modules"]
                     },
                     "gtdbtk/classifywf": {
diff --git a/modules/nf-core/genomad/download/environment.yml b/modules/nf-core/genomad/download/environment.yml
new file mode 100644
index 000000000..4c755e995
--- /dev/null
+++ b/modules/nf-core/genomad/download/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::genomad=1.11.0
diff --git a/modules/nf-core/genomad/download/main.nf b/modules/nf-core/genomad/download/main.nf
index a2ac6ecbd..44237f507 100644
--- a/modules/nf-core/genomad/download/main.nf
+++ b/modules/nf-core/genomad/download/main.nf
@@ -1,10 +1,10 @@
 process GENOMAD_DOWNLOAD {
     label 'process_single'
 
-    conda "bioconda::genomad=1.5.2"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/genomad:1.5.2--pyhdfd78af_0':
-        'biocontainers/genomad:1.5.2--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/genomad:1.11.0--pyhdfd78af_0':
+        'biocontainers/genomad:1.11.0--pyhdfd78af_0' }"
 
     output:
     path "genomad_db/"  , emit: genomad_db
diff --git a/modules/nf-core/genomad/download/meta.yml b/modules/nf-core/genomad/download/meta.yml
index dee0428c3..1fcbef65f 100644
--- a/modules/nf-core/genomad/download/meta.yml
+++ b/modules/nf-core/genomad/download/meta.yml
@@ -15,17 +15,23 @@ tools:
       documentation: https://portal.nersc.gov/genomad/
       tool_dev_url: https://github.com/apcamargo/genomad/
       doi: 10.1101/2023.03.05.531206
-      licence: "['Lawrence Berkeley National Labs BSD variant license']"
-
+      licence: ["Lawrence Berkeley National Labs BSD variant license"]
+      identifier: biotools:genomad
 output:
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
-  - genomad_db:
-      type: directory
-      description: Directory containing downloaded data with directory being named "genomad_db"
-      pattern: "genomad_db"
-
+  genomad_db:
+    - genomad_db/:
+        type: directory
+        description: Directory containing downloaded data with directory being named
+          "genomad_db"
+        pattern: "genomad_db"
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@CarsonJM"
+maintainers:
+  - "@CarsonJM"
diff --git a/modules/nf-core/genomad/download/tests/main.nf.test b/modules/nf-core/genomad/download/tests/main.nf.test
new file mode 100644
index 000000000..18456f611
--- /dev/null
+++ b/modules/nf-core/genomad/download/tests/main.nf.test
@@ -0,0 +1,34 @@
+nextflow_process {
+
+    name "Test Process GENOMAD_DOWNLOAD"
+    script "../main.nf"
+    process "GENOMAD_DOWNLOAD"
+    config "./nextflow.config"
+
+    tag "modules"
+    tag "modules_nfcore"
+    tag "genomad"
+    tag "genomad/download"
+
+    test("No input") {
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+
+    test("No input - stub") {
+
+        options "-stub"
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+}
diff --git a/modules/nf-core/genomad/download/tests/main.nf.test.snap b/modules/nf-core/genomad/download/tests/main.nf.test.snap
new file mode 100644
index 000000000..b80bdd4c2
--- /dev/null
+++ b/modules/nf-core/genomad/download/tests/main.nf.test.snap
@@ -0,0 +1,192 @@
+{
+    "No input - stub": {
+        "content": [
+            {
+                "0": [
+                    [
+                        "genomad_db:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_db.dbtype:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_db.index:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_db.lookup:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_db.source:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_db_h:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_db_h.dbtype:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_db_h.index:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_db_mapping:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_db_taxonomy:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_integrase_db:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_integrase_db.dbtype:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_integrase_db.index:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_integrase_db.lookup:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_integrase_db.source:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_integrase_db_h:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_integrase_db_h.dbtype:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_integrase_db_h.index:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_marker_metadata.tsv:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db.dbtype:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db.index:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db.lookup:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db.source:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db_h:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db_h.dbtype:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db_h.index:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db_mapping:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db_taxonomy:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "mini_set_ids:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "names.dmp:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "nodes.dmp:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "plasmid_hallmark_annotation.txt:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "version.txt:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "virus_hallmark_annotation.txt:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "1": [
+                    "versions.yml:md5,e8f595616ca5eb6e56dbd27f3583c809"
+                ],
+                "genomad_db": [
+                    [
+                        "genomad_db:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_db.dbtype:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_db.index:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_db.lookup:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_db.source:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_db_h:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_db_h.dbtype:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_db_h.index:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_db_mapping:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_db_taxonomy:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_integrase_db:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_integrase_db.dbtype:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_integrase_db.index:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_integrase_db.lookup:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_integrase_db.source:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_integrase_db_h:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_integrase_db_h.dbtype:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_integrase_db_h.index:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_marker_metadata.tsv:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db.dbtype:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db.index:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db.lookup:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db.source:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db_h:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db_h.dbtype:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db_h.index:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db_mapping:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "genomad_mini_db_taxonomy:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "mini_set_ids:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "names.dmp:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "nodes.dmp:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "plasmid_hallmark_annotation.txt:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "version.txt:md5,d41d8cd98f00b204e9800998ecf8427e",
+                        "virus_hallmark_annotation.txt:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,e8f595616ca5eb6e56dbd27f3583c809"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-04-14T12:52:37.864190431"
+    },
+    "No input": {
+        "content": [
+            {
+                "0": [
+                    [
+                        "genomad_db:md5,ebc3abb4bd3df3c7c4ed222e883266af",
+                        "genomad_db.dbtype:md5,f2dd0dedb2c260419ece4a9e03b2e828",
+                        "genomad_db.index:md5,994923b4cfcfe168c1e26b4a7949ed3b",
+                        "genomad_db.lookup:md5,6617cc17bac380a54321dd4e68b890f5",
+                        "genomad_db.source:md5,ce61e4ec4bb80baeb4205c3e1bc424a3",
+                        "genomad_db_h:md5,fe6e0607c23fc9ffbfe349bd6f3d5153",
+                        "genomad_db_h.dbtype:md5,740bab4f9ec8808aedb68d6b1281aeb2",
+                        "genomad_db_h.index:md5,2ba89f264a735f0008b8c0fdb335825c",
+                        "genomad_db_mapping:md5,529a79b05c73606d24e5d463805fe5d2",
+                        "genomad_db_taxonomy:md5,c77b9d287e456fb73cfb5a6820aba06d",
+                        "genomad_integrase_db:md5,23e19f271d2d65261588821a1e7d2b30",
+                        "genomad_integrase_db.dbtype:md5,f2dd0dedb2c260419ece4a9e03b2e828",
+                        "genomad_integrase_db.index:md5,7bae797a783d3f12c75845130ccb9b8a",
+                        "genomad_integrase_db.lookup:md5,cc0702fcafb9a0b27992fd54fc699d25",
+                        "genomad_integrase_db.source:md5,b6ff391f60a2d9d615c7eb41fbf01c19",
+                        "genomad_integrase_db_h:md5,118e59c1b7bbbdfa6776c17da3db430b",
+                        "genomad_integrase_db_h.dbtype:md5,740bab4f9ec8808aedb68d6b1281aeb2",
+                        "genomad_integrase_db_h.index:md5,2e8987568dae1a3f4c0207657fd84205",
+                        "genomad_marker_metadata.tsv:md5,a1a15aa0124d0b4d11ecf75bdec33c15",
+                        "genomad_mini_db:md5,ebc3abb4bd3df3c7c4ed222e883266af",
+                        "genomad_mini_db.dbtype:md5,f2dd0dedb2c260419ece4a9e03b2e828",
+                        "genomad_mini_db.index:md5,11fbddf912fea0da671b42d39dc74c19",
+                        "genomad_mini_db.lookup:md5,6617cc17bac380a54321dd4e68b890f5",
+                        "genomad_mini_db.source:md5,ce61e4ec4bb80baeb4205c3e1bc424a3",
+                        "genomad_mini_db_h:md5,fe6e0607c23fc9ffbfe349bd6f3d5153",
+                        "genomad_mini_db_h.dbtype:md5,740bab4f9ec8808aedb68d6b1281aeb2",
+                        "genomad_mini_db_h.index:md5,2ba89f264a735f0008b8c0fdb335825c",
+                        "genomad_mini_db_mapping:md5,529a79b05c73606d24e5d463805fe5d2",
+                        "genomad_mini_db_taxonomy:md5,c77b9d287e456fb73cfb5a6820aba06d",
+                        "mini_set_ids:md5,568e32f9672886f797cf067baf9cf076",
+                        "names.dmp:md5,516b050055edb829670e1273d3294c84",
+                        "nodes.dmp:md5,16009b88dfc13b192444b9e45e840f88",
+                        "plasmid_hallmark_annotation.txt:md5,fd5f9e1e2eecc75412c6452d225ca3af",
+                        "version.txt:md5,6e11601fb5d98a9eb5dab9924c681bdf",
+                        "virus_hallmark_annotation.txt:md5,c049e710fa5b3462bc27a89f37f112bd"
+                    ]
+                ],
+                "1": [
+                    "versions.yml:md5,e8f595616ca5eb6e56dbd27f3583c809"
+                ],
+                "genomad_db": [
+                    [
+                        "genomad_db:md5,ebc3abb4bd3df3c7c4ed222e883266af",
+                        "genomad_db.dbtype:md5,f2dd0dedb2c260419ece4a9e03b2e828",
+                        "genomad_db.index:md5,994923b4cfcfe168c1e26b4a7949ed3b",
+                        "genomad_db.lookup:md5,6617cc17bac380a54321dd4e68b890f5",
+                        "genomad_db.source:md5,ce61e4ec4bb80baeb4205c3e1bc424a3",
+                        "genomad_db_h:md5,fe6e0607c23fc9ffbfe349bd6f3d5153",
+                        "genomad_db_h.dbtype:md5,740bab4f9ec8808aedb68d6b1281aeb2",
+                        "genomad_db_h.index:md5,2ba89f264a735f0008b8c0fdb335825c",
+                        "genomad_db_mapping:md5,529a79b05c73606d24e5d463805fe5d2",
+                        "genomad_db_taxonomy:md5,c77b9d287e456fb73cfb5a6820aba06d",
+                        "genomad_integrase_db:md5,23e19f271d2d65261588821a1e7d2b30",
+                        "genomad_integrase_db.dbtype:md5,f2dd0dedb2c260419ece4a9e03b2e828",
+                        "genomad_integrase_db.index:md5,7bae797a783d3f12c75845130ccb9b8a",
+                        "genomad_integrase_db.lookup:md5,cc0702fcafb9a0b27992fd54fc699d25",
+                        "genomad_integrase_db.source:md5,b6ff391f60a2d9d615c7eb41fbf01c19",
+                        "genomad_integrase_db_h:md5,118e59c1b7bbbdfa6776c17da3db430b",
+                        "genomad_integrase_db_h.dbtype:md5,740bab4f9ec8808aedb68d6b1281aeb2",
+                        "genomad_integrase_db_h.index:md5,2e8987568dae1a3f4c0207657fd84205",
+                        "genomad_marker_metadata.tsv:md5,a1a15aa0124d0b4d11ecf75bdec33c15",
+                        "genomad_mini_db:md5,ebc3abb4bd3df3c7c4ed222e883266af",
+                        "genomad_mini_db.dbtype:md5,f2dd0dedb2c260419ece4a9e03b2e828",
+                        "genomad_mini_db.index:md5,11fbddf912fea0da671b42d39dc74c19",
+                        "genomad_mini_db.lookup:md5,6617cc17bac380a54321dd4e68b890f5",
+                        "genomad_mini_db.source:md5,ce61e4ec4bb80baeb4205c3e1bc424a3",
+                        "genomad_mini_db_h:md5,fe6e0607c23fc9ffbfe349bd6f3d5153",
+                        "genomad_mini_db_h.dbtype:md5,740bab4f9ec8808aedb68d6b1281aeb2",
+                        "genomad_mini_db_h.index:md5,2ba89f264a735f0008b8c0fdb335825c",
+                        "genomad_mini_db_mapping:md5,529a79b05c73606d24e5d463805fe5d2",
+                        "genomad_mini_db_taxonomy:md5,c77b9d287e456fb73cfb5a6820aba06d",
+                        "mini_set_ids:md5,568e32f9672886f797cf067baf9cf076",
+                        "names.dmp:md5,516b050055edb829670e1273d3294c84",
+                        "nodes.dmp:md5,16009b88dfc13b192444b9e45e840f88",
+                        "plasmid_hallmark_annotation.txt:md5,fd5f9e1e2eecc75412c6452d225ca3af",
+                        "version.txt:md5,6e11601fb5d98a9eb5dab9924c681bdf",
+                        "virus_hallmark_annotation.txt:md5,c049e710fa5b3462bc27a89f37f112bd"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,e8f595616ca5eb6e56dbd27f3583c809"
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
+        },
+        "timestamp": "2025-04-14T12:51:48.507839409"
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/genomad/download/tests/nextflow.config b/modules/nf-core/genomad/download/tests/nextflow.config
new file mode 100644
index 000000000..3ae5aa124
--- /dev/null
+++ b/modules/nf-core/genomad/download/tests/nextflow.config
@@ -0,0 +1,2 @@
+docker.fixOwnership = false
+docker.runOptions = '-u $(id -u):$(id -g)'
diff --git a/modules/nf-core/genomad/endtoend/environment.yml b/modules/nf-core/genomad/endtoend/environment.yml
new file mode 100644
index 000000000..4c755e995
--- /dev/null
+++ b/modules/nf-core/genomad/endtoend/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::genomad=1.11.0
diff --git a/modules/nf-core/genomad/endtoend/main.nf b/modules/nf-core/genomad/endtoend/main.nf
index 48276578c..c8c380234 100644
--- a/modules/nf-core/genomad/endtoend/main.nf
+++ b/modules/nf-core/genomad/endtoend/main.nf
@@ -2,28 +2,29 @@ process GENOMAD_ENDTOEND {
     tag "$meta.id"
     label 'process_high'
 
-    conda "bioconda::genomad=1.5.2"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/genomad:1.5.2--pyhdfd78af_0':
-        'biocontainers/genomad:1.5.2--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/genomad:1.11.0--pyhdfd78af_0':
+        'biocontainers/genomad:1.11.0--pyhdfd78af_0' }"
 
     input:
     tuple val(meta) , path(fasta)
     path  genomad_db
 
     output:
-    tuple val(meta), path("*_aggregated_classification/*_aggregated_classification.tsv")    , emit: aggregated_classification
+    tuple val(meta), path("*_aggregated_classification/*_aggregated_classification.tsv")    , emit: aggregated_classification   , optional: true
+    tuple val(meta), path("*_marker_classification/*_marker_classification.tsv")            , emit: marker_classification       , optional: true
     tuple val(meta), path("*_annotate/*_taxonomy.tsv")                                      , emit: taxonomy
     tuple val(meta), path("*_find_proviruses/*_provirus.tsv")                               , emit: provirus
     tuple val(meta), path("*_score_calibration/*_compositions.tsv")                         , emit: compositions                , optional: true
     tuple val(meta), path("*_score_calibration/*_calibrated_aggregated_classification.tsv") , emit: calibrated_classification   , optional: true
-    tuple val(meta), path("*_summary/*_plasmid.fna")                                        , emit: plasmid_fasta
+    tuple val(meta), path("*_summary/*_plasmid.fna.gz")                                     , emit: plasmid_fasta
     tuple val(meta), path("*_summary/*_plasmid_genes.tsv")                                  , emit: plasmid_genes
-    tuple val(meta), path("*_summary/*_plasmid_proteins.faa")                               , emit: plasmid_proteins
+    tuple val(meta), path("*_summary/*_plasmid_proteins.faa.gz")                            , emit: plasmid_proteins
     tuple val(meta), path("*_summary/*_plasmid_summary.tsv")                                , emit: plasmid_summary
-    tuple val(meta), path("*_summary/*_virus.fna")                                          , emit: virus_fasta
+    tuple val(meta), path("*_summary/*_virus.fna.gz")                                       , emit: virus_fasta
     tuple val(meta), path("*_summary/*_virus_genes.tsv")                                    , emit: virus_genes
-    tuple val(meta), path("*_summary/*_virus_proteins.faa")                                 , emit: virus_proteins
+    tuple val(meta), path("*_summary/*_virus_proteins.faa.gz")                              , emit: virus_proteins
     tuple val(meta), path("*_summary/*_virus_summary.tsv")                                  , emit: virus_summary
     path "versions.yml"                                                                     , emit: versions
 
@@ -42,6 +43,9 @@ process GENOMAD_ENDTOEND {
         --threads $task.cpus \\
         $args
 
+    gzip ./**/*.fna
+    gzip ./**/*.faa
+
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
         genomad: \$(echo \$(genomad --version 2>&1) | sed 's/^.*geNomad, version //; s/ .*\$//')
@@ -60,18 +64,19 @@ process GENOMAD_ENDTOEND {
     mkdir ${filename}_find_proviruses
     touch ${filename}_find_proviruses/${filename}_provirus.tsv
     mkdir ${filename}_marker_classification
+    touch ${filename}_marker_classification/${filename}_marker_classification.tsv
     mkdir ${filename}_nn_classification
     mkdir ${filename}_score_calibration
     touch ${filename}_score_calibration/${filename}_calibrated_aggregated_classification.tsv
     touch ${filename}_score_calibration/${filename}_compositions.tsv
     mkdir ${filename}_summary
-    touch ${filename}_summary/${filename}_plasmid.fna
+    echo "" | gzip > ${filename}_summary/${filename}_plasmid.fna.gz
     touch ${filename}_summary/${filename}_plasmid_genes.tsv
-    touch ${filename}_summary/${filename}_plasmid_proteins.faa
+    echo "" | gzip > ${filename}_summary/${filename}_plasmid_proteins.faa.gz
     touch ${filename}_summary/${filename}_plasmid_summary.tsv
-    touch ${filename}_summary/${filename}_virus.fna
+    echo "" | gzip > ${filename}_summary/${filename}_virus.fna.gz
     touch ${filename}_summary/${filename}_virus_genes.tsv
-    touch ${filename}_summary/${filename}_virus_proteins.faa
+    echo "" | gzip > ${filename}_summary/${filename}_virus_proteins.faa.gz
     touch ${filename}_summary/${filename}_virus_summary.tsv
 
     cat <<-END_VERSIONS > versions.yml
diff --git a/modules/nf-core/genomad/endtoend/meta.yml b/modules/nf-core/genomad/endtoend/meta.yml
index b5a6f61f5..8034170fc 100644
--- a/modules/nf-core/genomad/endtoend/meta.yml
+++ b/modules/nf-core/genomad/endtoend/meta.yml
@@ -1,5 +1,4 @@
 name: "genomad_endtoend"
-
 description: Identify mobile genetic elements present in genomic assemblies
 keywords:
   - metagenomics
@@ -9,7 +8,6 @@ keywords:
   - phage
   - virus
   - plasmid
-
 tools:
   - "genomad":
       description: "Identification of mobile genetic elements"
@@ -17,87 +15,200 @@ tools:
       documentation: https://portal.nersc.gov/genomad/
       tool_dev_url: https://github.com/apcamargo/genomad/
       doi: 10.1101/2023.03.05.531206
-      licence: "['Lawrence Berkeley National Labs BSD variant license']"
-
+      licence: ["Lawrence Berkeley National Labs BSD variant license"]
+      identifier: biotools:genomad
 input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - fasta:
-      type: file
-      description: FASTA file containing contigs/scaffolds/chromosomes
-      pattern: "*.{fasta,fna,fa}"
+  - - meta:
+        type: map
+        description: |
+          Groovy Map containing sample information
+          e.g. [ id:'test', single_end:false ]
+    - fasta:
+        type: file
+        description: FASTA file containing contigs/scaffolds/chromosomes
+        pattern: "*.{fasta,fna,fa}"
+        ontologies: []
   - genomad_db:
       type: directory
       description: Directory pointing to geNomad database
-  - score_calibration:
-      type: boolean
-      description: true/false value to indicate if score calibration should be enabled
-
 output:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - aggregated_classification:
-      type: file
-      description: Combined classification scores for each contig/scaffold/chromosome
-      pattern: "*_aggregated_classification.tsv"
-  - taxonomy:
-      type: file
-      description: Detailed output of geNomad's marker gene taxonomy analysis
-      pattern: "*_taxonomy.tsv"
-  - provirus:
-      type: file
-      description: Detailed output of each provirus identified by geNomad's find_proviruses module
-      pattern: "*_provirus.tsv"
-  - compositions:
-      type: file
-      description: OPTIONAL - Predicted sample composition when `--enable-score-calibration` is used
-      pattern: "*_compositions.tsv"
-  - calibrated_classification:
-      type: file
-      description: OPTIONAL - Classification scores that have been adjusted based on sample composition when `--enable-score-calibration` is used`
-      pattern: "*_calibrated_aggregated_classification.tsv"
-  - plasmid_fasta:
-      type: file
-      description: FASTA file containing predicted plasmid sequences
-      pattern: "*_plasmid.fna"
-  - plasmid_genes:
-      type: file
-      description: TSV file containing predicted plasmid genes and their annotations
-      pattern: "*_plasmid_genes.tsv"
-  - plasmid_proteins:
-      type: file
-      description: FASTA file containing predicted plasmid protein sequences
-      pattern: "*_plasmid_proteins.faa"
-  - plasmid_summary:
-      type: file
-      description: TSV file containing a summary of geNomad's plasmid predictions
-      pattern: "*_plasmid_summary.tsv"
-  - virus_fasta:
-      type: file
-      description: FASTA file containing predicted virus sequences
-      pattern: "*_virus.fna"
-  - virus_genes:
-      type: file
-      description: TSV file containing predicted virus genes and their annotations
-      pattern: "*_virus_genes.tsv"
-  - virus_proteins:
-      type: file
-      description: FASTA file containing predicted virus protein sequences
-      pattern: "*_virus_proteins.faa"
-  - virus_summary:
-      type: file
-      description: TSV file containing a summary of geNomad's virus predictions
-      pattern: "*_virus_summary.tsv"
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
-
+  aggregated_classification:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*_aggregated_classification/*_aggregated_classification.tsv":
+          type: file
+          description: Combined classification scores for each contig/scaffold/chromosome
+          pattern: "*_aggregated_classification.tsv"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  marker_classification:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*_marker_classification/*_marker_classification.tsv":
+          type: file
+          description: Marker-based classification scores when --disable-nn-classification
+            is used
+          pattern: "*_marker_classification.tsv"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  taxonomy:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*_annotate/*_taxonomy.tsv":
+          type: file
+          description: Detailed output of geNomad's marker gene taxonomy analysis
+          pattern: "*_taxonomy.tsv"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  provirus:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*_find_proviruses/*_provirus.tsv":
+          type: file
+          description: Detailed output of each provirus identified by geNomad's find_proviruses
+            module
+          pattern: "*_provirus.tsv"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  compositions:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*_score_calibration/*_compositions.tsv":
+          type: file
+          description: OPTIONAL - Predicted sample composition when `--enable-score-calibration`
+            is used
+          pattern: "*_compositions.tsv"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  calibrated_classification:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*_score_calibration/*_calibrated_aggregated_classification.tsv":
+          type: file
+          description: OPTIONAL - Classification scores that have been adjusted based
+            on sample composition when `--enable-score-calibration` is used`
+          pattern: "*_calibrated_aggregated_classification.tsv"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  plasmid_fasta:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*_summary/*_plasmid.fna.gz":
+          type: file
+          description: FASTA file containing predicted plasmid sequences
+          pattern: "*_plasmid.fna"
+          ontologies: []
+  plasmid_genes:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*_summary/*_plasmid_genes.tsv":
+          type: file
+          description: TSV file containing predicted plasmid genes and their annotations
+          pattern: "*_plasmid_genes.tsv"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  plasmid_proteins:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*_summary/*_plasmid_proteins.faa.gz":
+          type: file
+          description: FASTA file containing predicted plasmid protein sequences
+          pattern: "*_plasmid_proteins.faa"
+          ontologies: []
+  plasmid_summary:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*_summary/*_plasmid_summary.tsv":
+          type: file
+          description: TSV file containing a summary of geNomad's plasmid predictions
+          pattern: "*_plasmid_summary.tsv"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  virus_fasta:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*_summary/*_virus.fna.gz":
+          type: file
+          description: FASTA file containing predicted virus sequences
+          pattern: "*_virus.fna"
+          ontologies: []
+  virus_genes:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*_summary/*_virus_genes.tsv":
+          type: file
+          description: TSV file containing predicted virus genes and their annotations
+          pattern: "*_virus_genes.tsv"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  virus_proteins:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*_summary/*_virus_proteins.faa.gz":
+          type: file
+          description: FASTA file containing predicted virus protein sequences
+          pattern: "*_virus_proteins.faa"
+          ontologies: []
+  virus_summary:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*_summary/*_virus_summary.tsv":
+          type: file
+          description: TSV file containing a summary of geNomad's virus predictions
+          pattern: "*_virus_summary.tsv"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@CarsonJM"
+maintainers:
+  - "@CarsonJM"
+  - "@gallvp"
diff --git a/modules/nf-core/genomad/endtoend/tests/main.nf.test b/modules/nf-core/genomad/endtoend/tests/main.nf.test
new file mode 100644
index 000000000..7d8679fbe
--- /dev/null
+++ b/modules/nf-core/genomad/endtoend/tests/main.nf.test
@@ -0,0 +1,84 @@
+nextflow_process {
+
+    name "Test Process GENOMAD_ENDTOEND"
+    script "../main.nf"
+    process "GENOMAD_ENDTOEND"
+    config "./nextflow.config"
+
+    tag "modules"
+    tag "modules_nfcore"
+    tag "genomad"
+    tag "genomad/download"
+    tag "genomad/endtoend"
+
+    test("sarscov2 - genome - fasta") {
+        setup {
+            run("GENOMAD_DOWNLOAD") {
+                script "../../download/main.nf"
+                }
+            }
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test' ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/genome/genome.fasta', checkIfExists: true)
+                    ]
+                input[1] = GENOMAD_DOWNLOAD.out.genomad_db
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    process.out.aggregated_classification,
+                    process.out.marker_classification,
+                    process.out.taxonomy,
+                    process.out.provirus,
+                    process.out.compositions,
+                    process.out.calibrated_classification,
+                    process.out.plasmid_genes,
+                    process.out.virus_fasta,
+                    process.out.virus_genes,
+                    process.out.virus_proteins,
+                    process.out.virus_summary,
+                    process.out.versions,
+                    ).match()
+                },
+                { assert file(process.out.plasmid_fasta.get(0).get(1)).exists() },
+                { assert file(process.out.plasmid_proteins.get(0).get(1)).exists() }
+            )
+        }
+    }
+
+    test("sarscov2 - genome - fasta - stub") {
+
+        setup {
+            run("GENOMAD_DOWNLOAD") {
+                script "../../download/main.nf"
+                }
+            }
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test' ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/genome/genome.fasta', checkIfExists: true)
+                    ]
+                input[1] = GENOMAD_DOWNLOAD.out.genomad_db
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+}
diff --git a/modules/nf-core/genomad/endtoend/tests/main.nf.test.snap b/modules/nf-core/genomad/endtoend/tests/main.nf.test.snap
new file mode 100644
index 000000000..3076a702e
--- /dev/null
+++ b/modules/nf-core/genomad/endtoend/tests/main.nf.test.snap
@@ -0,0 +1,313 @@
+{
+    "sarscov2 - genome - fasta": {
+        "content": [
+            [
+                
+            ],
+            [
+                [
+                    {
+                        "id": "test"
+                    },
+                    "genome_marker_classification.tsv:md5,18641cbc4fff1033dfb1d05f6463e176"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test"
+                    },
+                    "genome_taxonomy.tsv:md5,be8ac66e3ea3a89ee6f41e08db79d0d6"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test"
+                    },
+                    "genome_provirus.tsv:md5,93a6bca59b0bf7f57c0b9b60d2e57082"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test"
+                    },
+                    "genome_compositions.tsv:md5,9168bea9fe82a979a698d259e1bb906a"
+                ]
+            ],
+            [
+                
+            ],
+            [
+                [
+                    {
+                        "id": "test"
+                    },
+                    "genome_plasmid_genes.tsv:md5,55818cae5a57381b77778076e99605e6"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test"
+                    },
+                    "genome_virus.fna.gz:md5,483f4a5dfe60171c86ee9b7e6dff908b"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test"
+                    },
+                    "genome_virus_genes.tsv:md5,f7970779d28256f8adc8347ffc98932c"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test"
+                    },
+                    "genome_virus_proteins.faa.gz:md5,6850bd46dcb921e5cfb23bfbb8fcc12b"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test"
+                    },
+                    "genome_virus_summary.tsv:md5,8cbcf95c2ab397da26b6dca8014e86f4"
+                ]
+            ],
+            [
+                "versions.yml:md5,4622a27c70440602e43a070716a16681"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.3"
+        },
+        "timestamp": "2025-07-01T22:53:16.308333681"
+    },
+    "sarscov2 - genome - fasta - stub": {
+        "content": [
+            {
+                "0": [
+                    
+                ],
+                "1": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_marker_classification.tsv:md5,18641cbc4fff1033dfb1d05f6463e176"
+                    ]
+                ],
+                "10": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_virus.fna.gz:md5,483f4a5dfe60171c86ee9b7e6dff908b"
+                    ]
+                ],
+                "11": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_virus_genes.tsv:md5,f7970779d28256f8adc8347ffc98932c"
+                    ]
+                ],
+                "12": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_virus_proteins.faa.gz:md5,6850bd46dcb921e5cfb23bfbb8fcc12b"
+                    ]
+                ],
+                "13": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_virus_summary.tsv:md5,8cbcf95c2ab397da26b6dca8014e86f4"
+                    ]
+                ],
+                "14": [
+                    "versions.yml:md5,4622a27c70440602e43a070716a16681"
+                ],
+                "2": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_taxonomy.tsv:md5,be8ac66e3ea3a89ee6f41e08db79d0d6"
+                    ]
+                ],
+                "3": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_provirus.tsv:md5,93a6bca59b0bf7f57c0b9b60d2e57082"
+                    ]
+                ],
+                "4": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_compositions.tsv:md5,9168bea9fe82a979a698d259e1bb906a"
+                    ]
+                ],
+                "5": [
+                    
+                ],
+                "6": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_plasmid.fna.gz:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "7": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_plasmid_genes.tsv:md5,55818cae5a57381b77778076e99605e6"
+                    ]
+                ],
+                "8": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_plasmid_proteins.faa.gz:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "9": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_plasmid_summary.tsv:md5,8c4ddaa8a90da779c11537be0fddb799"
+                    ]
+                ],
+                "aggregated_classification": [
+                    
+                ],
+                "calibrated_classification": [
+                    
+                ],
+                "compositions": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_compositions.tsv:md5,9168bea9fe82a979a698d259e1bb906a"
+                    ]
+                ],
+                "marker_classification": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_marker_classification.tsv:md5,18641cbc4fff1033dfb1d05f6463e176"
+                    ]
+                ],
+                "plasmid_fasta": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_plasmid.fna.gz:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "plasmid_genes": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_plasmid_genes.tsv:md5,55818cae5a57381b77778076e99605e6"
+                    ]
+                ],
+                "plasmid_proteins": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_plasmid_proteins.faa.gz:md5,d41d8cd98f00b204e9800998ecf8427e"
+                    ]
+                ],
+                "plasmid_summary": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_plasmid_summary.tsv:md5,8c4ddaa8a90da779c11537be0fddb799"
+                    ]
+                ],
+                "provirus": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_provirus.tsv:md5,93a6bca59b0bf7f57c0b9b60d2e57082"
+                    ]
+                ],
+                "taxonomy": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_taxonomy.tsv:md5,be8ac66e3ea3a89ee6f41e08db79d0d6"
+                    ]
+                ],
+                "versions": [
+                    "versions.yml:md5,4622a27c70440602e43a070716a16681"
+                ],
+                "virus_fasta": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_virus.fna.gz:md5,483f4a5dfe60171c86ee9b7e6dff908b"
+                    ]
+                ],
+                "virus_genes": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_virus_genes.tsv:md5,f7970779d28256f8adc8347ffc98932c"
+                    ]
+                ],
+                "virus_proteins": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_virus_proteins.faa.gz:md5,6850bd46dcb921e5cfb23bfbb8fcc12b"
+                    ]
+                ],
+                "virus_summary": [
+                    [
+                        {
+                            "id": "test"
+                        },
+                        "genome_virus_summary.tsv:md5,8cbcf95c2ab397da26b6dca8014e86f4"
+                    ]
+                ]
+            }
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.3"
+        },
+        "timestamp": "2025-07-01T23:07:05.526163602"
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/genomad/endtoend/tests/nextflow.config b/modules/nf-core/genomad/endtoend/tests/nextflow.config
new file mode 100644
index 000000000..149f4a4f8
--- /dev/null
+++ b/modules/nf-core/genomad/endtoend/tests/nextflow.config
@@ -0,0 +1,5 @@
+process {
+    withName: GENOMAD_ENDTOEND {
+        ext.args = '--splits 6 --enable-score-calibration --sensitivity 0.1 --disable-nn-classification'
+    }
+}

From 7b7d7a2cb0f5ad47676fa537984fa54dcb70ab37 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 26 Aug 2025 08:21:16 -0300
Subject: [PATCH 110/288] Update snapshots

---
 tests/default.nf.test.snap           |  7 ++++---
 tests/test_alternatives.nf.test.snap |  4 ++--
 tests/test_single_end.nf.test.snap   | 25 +++++++++++--------------
 3 files changed, 17 insertions(+), 19 deletions(-)

diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index ec4ceac8e..718844dd2 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -52,7 +52,7 @@
                     "bioawk": 20110810
                 },
                 "FASTP": {
-                    "fastp": "0.23.4"
+                    "fastp": "0.24.0"
                 },
                 "FASTQC_RAW": {
                     "fastqc": "0.12.1"
@@ -61,7 +61,8 @@
                     "fastqc": "0.12.1"
                 },
                 "GTDBTK_CLASSIFYWF": {
-                    "gtdbtk": "2.4.0"
+                    "gtdbtk": "2.4.1",
+                    "gtdb_db": "r226"
                 },
                 "GTDBTK_DB_PREPARATION": {
                     "tar": 1.3
@@ -142,6 +143,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-25T16:18:10.491284064"
+        "timestamp": "2025-08-26T08:06:22.562248569"
     }
 }
\ No newline at end of file
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index 8d1a70e06..335bf2645 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -43,7 +43,7 @@
                     "csvtk": "0.31.0"
                 },
                 "DASTOOL_FASTATOCONTIG2BIN_TIARA": {
-                    "dastool": "1.1.6"
+                    "dastool": "1.1.7"
                 },
                 "FASTQC_RAW": {
                     "fastqc": "0.12.1"
@@ -348,7 +348,7 @@
                 "multiqc_fastqc.yaml:md5,f50da8bfd062b9399911ba19b34831db",
                 "multiqc_fastqc_fastqc-1.yaml:md5,4c2c5a5e7b370b0668c1360b7927d0a8",
                 "multiqc_general_stats.yaml:md5,8b8cbb9d6fe349084e3d2fe2ffdecda8",
-                "multiqc_software_versions.yaml:md5,13a35a24875040df0018b0da426bcb65",
+                "multiqc_software_versions.yaml:md5,292b425d3bac850a8143c13f41581f6d",
                 "multiqc_trimmomatic.yaml:md5,d4aaff3725c28801ae0577d97c2f9b30",
                 "trimmomatic_plot.yaml:md5,9557cd587ace0a93912179cb0deafe3b"
             ]
diff --git a/tests/test_single_end.nf.test.snap b/tests/test_single_end.nf.test.snap
index 5e90ec0fd..1ab9be4eb 100644
--- a/tests/test_single_end.nf.test.snap
+++ b/tests/test_single_end.nf.test.snap
@@ -1,7 +1,7 @@
 {
     "-profile test_single_end": {
         "content": [
-            157,
+            155,
             {
                 "ADAPTERREMOVAL_SE": {
                     "adapterremoval": "2.3.2"
@@ -10,16 +10,13 @@
                     "coreutils": null
                 },
                 "BCFTOOLS_CONSENSUS": {
-                    "bcftools": 1.17
+                    "bcftools": 1.21
                 },
-                "BCFTOOLS_INDEX_POST": {
-                    "bcftools": 1.17
-                },
-                "BCFTOOLS_INDEX_PRE": {
-                    "bcftools": 1.17
+                "BCFTOOLS_INDEX": {
+                    "bcftools": 1.21
                 },
                 "BCFTOOLS_VIEW": {
-                    "bcftools": 1.17
+                    "bcftools": 1.21
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
@@ -97,13 +94,13 @@
                     "fastqc": "0.12.1"
                 },
                 "FREEBAYES": {
-                    "freebayes": "1.3.6"
+                    "freebayes": "1.3.10"
                 },
-                "GENOMAD_ENDTOEND": {
-                    "genomad": "1.5.2"
+                "GENOMAD_DOWNLOAD": {
+                    "genomad": "1.11.0"
                 },
-                "GENOMAD_UNTAR": {
-                    "untar": 1.34
+                "GENOMAD_ENDTOEND": {
+                    "genomad": "1.11.0"
                 },
                 "GTDBTK_DB_PREPARATION": {
                     "tar": 1.3
@@ -179,6 +176,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-25T16:34:16.949282271"
+        "timestamp": "2025-08-26T08:14:51.474521812"
     }
 }
\ No newline at end of file

From a7dcec1ff3747c38b55d78c03775dbc738461b99 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 26 Aug 2025 08:27:37 -0300
Subject: [PATCH 111/288] Update changelog

---
 CHANGELOG.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6e7b7bd17..b3e0c8941 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -28,6 +28,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#844](https://github.com/nf-core/mag/pull/843) - Change loading mechanism of internal PhiX/Lambda databases to improve Dev UX when schema building (by @jfy133)
 - [#851](https://github.com/nf-core/mag/pull/851) - Improve structure of local modules and subworkflows (by @dialvarezs)
 - [#853](https://github.com/nf-core/mag/pull/853) - Update nf-core modules and subworkflows (by @dialvarezs)
+- [#856](https://github.com/nf-core/mag/pull/856) - Update more nf-core modules (by @dialvarezs)
 
 ### `Fixed`
 

From 3ed67560b6f0751967b51ceac60575a11192b6b7 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 25 Aug 2025 13:32:12 +0200
Subject: [PATCH 112/288] Update porechop/abi to patched version to not result
 in duplicated reads

---
 CHANGELOG.md                                  | 39 ++++------
 modules.json                                  |  2 +-
 modules/nf-core/porechop/abi/environment.yml  |  2 +-
 modules/nf-core/porechop/abi/main.nf          | 28 ++++---
 modules/nf-core/porechop/abi/meta.yml         | 77 ++++++++++++-------
 .../nf-core/porechop/abi/tests/main.nf.test   |  2 +
 .../porechop/abi/tests/main.nf.test.snap      | 12 +--
 .../local/preprocessing_longread/main.nf      |  7 +-
 8 files changed, 99 insertions(+), 70 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index b3e0c8941..748ac0233 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -35,31 +35,26 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#843](https://github.com/nf-core/mag/pull/843) - Fixed issue with large format Bowtie2 index files not being emitted from index module (reported by Nick Eckersley, fix by @jfy133)
 - [#847](https://github.com/nf-core/mag/pull/847) - Allow the BBNorm process to use only 0.8 of the memory allocated to the task to stop if from oversubscribing memory (reported by and fix by @erikrikarddaniel)
 - [#850](https://github.com/nf-core/mag/pull/850) - Fixed some modules of the GDTBTk subworkflow not being represented in version lists (fix by @jfy133)
-- [#852](https://github.com/nf-core/mag/pull/852) - Fixed version reporting by ensure all modules are represented in final version.yml for MultiQC (by @jfy133)
+- [#853](https://github.com/nf-core/mag/pull/853) - Update porechop/abi to a patched version to prevent duplicated read names (reported by @palec87, fix by @jfy133)
 
 ### `Dependencies`
 
-| Tool       | Previous version | New version |
-| ---------- | ---------------- | ----------- |
-| bcftools   | 1.17             | 1.21        |
-| BUSCO      | 5.8.3            | 6.0.0       |
-| CAT        | 5.2.3            | 6.0.1       |
-| centrifuge | 1.0.4.1          | 1.0.4.2     |
-| dastool    | 1.1.6            | 1.1.7       |
-| nanolyse   | 1.41.6           | 1.44.1      |
-| fastp      | 0.23.4           | 0.24.0      |
-| flye       |                  | 2.9.5       |
-| Freebayes  | 1.3.6            | 1.3.10      |
-| geNomad    | 1.5.2            | 1.11.0      |
-| GTDB-Tk    | 2.4.0            | 2.4.1       |
-| metabat2   | 2.15             | 2.17        |
-| metamdbg   |                  | 1.0         |
-| minimap2   |                  | 2.29        |
-| mmseqs2    | 14.7e284         | 17.b804f    |
-| samtools   |                  | 1.21        |
-| nf-core    | 3.2.0            | 3.3.2       |
-| pydamage   | 0.7.0            | 1.0.0       |
-| seqtk      | 1.3              | 1.4         |
+| Tool         | Previous version | New version |
+| ------------ | ---------------- | ----------- |
+| BUSCO        | 5.8.3            | 6.0.0       |
+| CAT          | 5.2.3            | 6.0.1       |
+| centrifuge   | 1.0.4.1          | 1.0.4.2     |
+| nanolyse     | 1.41.6           | 1.44.1      |
+| flye         |                  | 2.9.5       |
+| metabat2     | 2.15             | 2.17        |
+| metamdbg     |                  | 1.0         |
+| minimap2     |                  | 2.29        |
+| mmseqs2      | 14.7e284         | 17.b804f    |
+| samtools     |                  | 1.21        |
+| nf-core      | 3.2.0            | 3.3.2       |
+| pydamage     | 0.7.0            | 1.0.0       |
+| seqtk        | 1.3              | 1.4         |
+| porechop_abi | 0.5.0            | 0.5.0post1  |
 
 ### `Deprecated`
 
diff --git a/modules.json b/modules.json
index bf4ce9c62..e97c9c1b8 100644
--- a/modules.json
+++ b/modules.json
@@ -263,7 +263,7 @@
                     },
                     "porechop/abi": {
                         "branch": "master",
-                        "git_sha": "06c8865e36741e05ad32ef70ab3fac127486af48",
+                        "git_sha": "10d3ce839d4c87bbff4da434e155a3c8a112ea05",
                         "installed_by": ["modules"]
                     },
                     "porechop/porechop": {
diff --git a/modules/nf-core/porechop/abi/environment.yml b/modules/nf-core/porechop/abi/environment.yml
index dabb4921e..b2b2cd235 100644
--- a/modules/nf-core/porechop/abi/environment.yml
+++ b/modules/nf-core/porechop/abi/environment.yml
@@ -4,4 +4,4 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
-  - bioconda::porechop_abi=0.5.0
+  - bioconda::porechop_abi=0.5.0post1
diff --git a/modules/nf-core/porechop/abi/main.nf b/modules/nf-core/porechop/abi/main.nf
index 88ec5bd0e..6918da452 100644
--- a/modules/nf-core/porechop/abi/main.nf
+++ b/modules/nf-core/porechop/abi/main.nf
@@ -1,19 +1,20 @@
 process PORECHOP_ABI {
-    tag "$meta.id"
+    tag "${meta.id}"
     label 'process_medium'
 
     conda "${moduleDir}/environment.yml"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/porechop_abi:0.5.0--py310h590eda1_0':
-        'biocontainers/porechop_abi:0.5.0--py310h590eda1_0' }"
+    container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
+        ? 'https://depot.galaxyproject.org/singularity/porechop_abi:0.5.0post1--py310h275bdba_0'
+        : 'biocontainers/porechop_abi:0.5.0post1--py310h275bdba_0'}"
 
     input:
     tuple val(meta), path(reads)
+    path custom_adapters
 
     output:
-    tuple val(meta), path("*.fastq.gz") , emit: reads
-    tuple val(meta), path("*.log")      , emit: log
-    path "versions.yml"                 , emit: versions
+    tuple val(meta), path("*.fastq.gz"), emit: reads
+    tuple val(meta), path("*.log"), emit: log
+    path "versions.yml", emit: versions
 
     when:
     task.ext.when == null || task.ext.when
@@ -21,12 +22,16 @@ process PORECHOP_ABI {
     script:
     def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.id}.porechop_abi"
-    if ("$reads" == "${prefix}.fastq.gz") error "Input and output names are the same, use \"task.ext.prefix\" to disambiguate!"
+    def adapters_list = custom_adapters ? "--custom_adapters ${custom_adapters}" : ""
+    if ("${reads}" == "${prefix}.fastq.gz") {
+        error("Input and output names are the same, use \"task.ext.prefix\" to disambiguate!")
+    }
     """
     porechop_abi \\
-        --input $reads \\
-        --threads $task.cpus \\
-        $args \\
+        --input ${reads} \\
+        ${adapters_list} \\
+        --threads ${task.cpus} \\
+        ${args} \\
         --output ${prefix}.fastq.gz \\
         | tee ${prefix}.log
     cat <<-END_VERSIONS > versions.yml
@@ -38,6 +43,7 @@ process PORECHOP_ABI {
     stub:
     def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.id}.porechop_abi"
+    def adapters_list = custom_adapters ? "--custom_adapters ${custom_adapters}" : ""
     """
     echo "" | gzip > ${prefix}.fastq.gz
     touch ${prefix}.log
diff --git a/modules/nf-core/porechop/abi/meta.yml b/modules/nf-core/porechop/abi/meta.yml
index a856ffbe6..276000ee7 100644
--- a/modules/nf-core/porechop/abi/meta.yml
+++ b/modules/nf-core/porechop/abi/meta.yml
@@ -1,45 +1,68 @@
 name: "porechop_abi"
-description: Extension of Porechop whose purpose is to process adapter sequences in ONT reads.
+description: Extension of Porechop whose purpose is to process adapter sequences in
+  ONT reads.
 keywords:
   - porechop_abi
   - adapter
   - nanopore
 tools:
   - "porechop_abi":
-      description: Extension of Porechop whose purpose is to process adapter sequences in ONT reads.
+      description: Extension of Porechop whose purpose is to process adapter sequences
+        in ONT reads.
       homepage: "https://github.com/bonsai-team/Porechop_ABI"
       documentation: "https://github.com/bonsai-team/Porechop_ABI"
       tool_dev_url: "https://github.com/bonsai-team/Porechop_ABI"
       doi: "10.1101/2022.07.07.499093"
       licence: ["MIT"]
+      identifier: ""
 input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - reads:
+  - - meta:
+        type: map
+        description: |
+          Groovy Map containing sample information
+          e.g. [ id:'test', single_end:false ]
+    - reads:
+        type: file
+        description: fastq/fastq.gz file
+        pattern: "*.{fastq,fastq.gz,fq,fq.gz}"
+        ontologies:
+          - edam: http://edamontology.org/format_1930 # FASTQ
+  - custom_adapters:
       type: file
-      description: fastq/fastq.gz file
-      pattern: "*.{fastq,fastq.gz,fq,fq.gz}"
+      description: Text file containing custom adapters
+
+      ontologies: []
 output:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
-  - reads:
-      type: file
-      description: Adapter-trimmed fastq.gz file
-      pattern: "*.fastq.gz"
-  - log:
-      type: file
-      description: Log file containing stdout information
-      pattern: "*.log"
+  reads:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.fastq.gz":
+          type: file
+          description: Adapter-trimmed fastq.gz file
+          pattern: "*.fastq.gz"
+          ontologies:
+            - edam: http://edamontology.org/format_3989 # GZIP format
+  log:
+    - - meta:
+          type: map
+          description: |
+            Groovy Map containing sample information
+            e.g. [ id:'test', single_end:false ]
+      - "*.log":
+          type: file
+          description: Log file containing stdout information
+          pattern: "*.log"
+          ontologies: []
+  versions:
+    - versions.yml:
+        type: file
+        description: File containing software versions
+        pattern: "versions.yml"
+        ontologies:
+          - edam: http://edamontology.org/format_3750 # YAML
 authors:
   - "@sofstam"
   - "LilyAnderssonLee"
diff --git a/modules/nf-core/porechop/abi/tests/main.nf.test b/modules/nf-core/porechop/abi/tests/main.nf.test
index b5a29f908..23e34d7de 100644
--- a/modules/nf-core/porechop/abi/tests/main.nf.test
+++ b/modules/nf-core/porechop/abi/tests/main.nf.test
@@ -17,6 +17,7 @@ nextflow_process {
                     [ id:'test'], // meta map
                     file(params.modules_testdata_base_path + 'genomics/sarscov2/nanopore/fastq/test.fastq.gz', checkIfExists: true)
                 ]
+		input[1] = []
                 """
             }
         }
@@ -45,6 +46,7 @@ nextflow_process {
                     [ id:'test'], // meta map
                     file(params.modules_testdata_base_path + 'genomics/sarscov2/nanopore/fastq/test.fastq.gz', checkIfExists: true)
                 ]
+		input[1] = []
                 """
             }
         }
diff --git a/modules/nf-core/porechop/abi/tests/main.nf.test.snap b/modules/nf-core/porechop/abi/tests/main.nf.test.snap
index ad63f4edb..5fc4d0603 100644
--- a/modules/nf-core/porechop/abi/tests/main.nf.test.snap
+++ b/modules/nf-core/porechop/abi/tests/main.nf.test.snap
@@ -37,10 +37,10 @@
             ]
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "23.04.1"
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
         },
-        "timestamp": "2024-07-29T13:50:49.318599"
+        "timestamp": "2025-04-10T10:27:24.536642628"
     },
     "sarscov2-nanopore - stub": {
         "content": [
@@ -86,9 +86,9 @@
             }
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "23.04.1"
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.5"
         },
-        "timestamp": "2024-07-29T13:50:54.425389"
+        "timestamp": "2025-04-10T10:27:30.502715737"
     }
 }
\ No newline at end of file
diff --git a/subworkflows/local/preprocessing_longread/main.nf b/subworkflows/local/preprocessing_longread/main.nf
index 6bf6d2f08..582985164 100644
--- a/subworkflows/local/preprocessing_longread/main.nf
+++ b/subworkflows/local/preprocessing_longread/main.nf
@@ -36,10 +36,12 @@ workflow LONGREAD_PREPROCESSING {
         if (!params.skip_adapter_trimming && !val_skip_qc) {
             if (params.longread_adaptertrimming_tool && params.longread_adaptertrimming_tool == 'porechop_abi') {
                 PORECHOP_ABI(
-                    ch_raw_long_reads
+                    ch_raw_long_reads,
+                    [],
                 )
                 ch_versions = ch_versions.mix(PORECHOP_ABI.out.versions)
                 ch_long_reads = PORECHOP_ABI.out.reads
+                ch_versions = ch_versions.mix(PORECHOP_ABI.out.versions.first())
                 ch_multiqc_files = ch_multiqc_files.mix(PORECHOP_ABI.out.log)
             }
             else if (params.longread_adaptertrimming_tool == 'porechop') {
@@ -48,6 +50,7 @@ workflow LONGREAD_PREPROCESSING {
                 )
                 ch_versions = ch_versions.mix(PORECHOP_PORECHOP.out.versions)
                 ch_long_reads = PORECHOP_PORECHOP.out.reads
+                ch_versions = ch_versions.mix(PORECHOP_PORECHOP.out.versions.first())
                 ch_multiqc_files = ch_multiqc_files.mix(PORECHOP_PORECHOP.out.log)
             }
         }
@@ -80,6 +83,7 @@ workflow LONGREAD_PREPROCESSING {
                 )
                 ch_versions = ch_versions.mix(FILTLONG.out.versions)
                 ch_long_reads = FILTLONG.out.reads
+                ch_versions = ch_versions.mix(FILTLONG.out.versions.first())
                 ch_multiqc_files = ch_multiqc_files.mix(FILTLONG.out.log)
             }
             else if (params.longread_filtering_tool == 'nanoq') {
@@ -108,7 +112,6 @@ workflow LONGREAD_PREPROCESSING {
                 ch_host_fasta,
             )
             ch_versions = ch_versions.mix(LONGREAD_HOSTREMOVAL.out.versions)
-            ch_long_reads = LONGREAD_HOSTREMOVAL.out.reads
             ch_multiqc_files = ch_multiqc_files.mix(LONGREAD_HOSTREMOVAL.out.multiqc_files)
         }
 

From 1b3cf72978d46b2b9b9d49984079a0464ff10a8d Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 3 Sep 2025 12:15:20 +0200
Subject: [PATCH 113/288] Update CHANGELOG.md

---
 CHANGELOG.md | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 748ac0233..30b0f9df2 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -35,7 +35,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#843](https://github.com/nf-core/mag/pull/843) - Fixed issue with large format Bowtie2 index files not being emitted from index module (reported by Nick Eckersley, fix by @jfy133)
 - [#847](https://github.com/nf-core/mag/pull/847) - Allow the BBNorm process to use only 0.8 of the memory allocated to the task to stop if from oversubscribing memory (reported by and fix by @erikrikarddaniel)
 - [#850](https://github.com/nf-core/mag/pull/850) - Fixed some modules of the GDTBTk subworkflow not being represented in version lists (fix by @jfy133)
-- [#853](https://github.com/nf-core/mag/pull/853) - Update porechop/abi to a patched version to prevent duplicated read names (reported by @palec87, fix by @jfy133)
+- [#852](https://github.com/nf-core/mag/pull/852) - Fixed version reporting by ensure all modules are represented in final version.yml for MultiQC (by @jfy133)
+- [#854](https://github.com/nf-core/mag/pull/854) - Update porechop/abi to a patched version to prevent duplicated read names (reported by @palec87, fix by @jfy133)
 
 ### `Dependencies`
 

From d6a418376b4554d6998b937c10a0cd5d1c4e5f1f Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 5 Sep 2025 10:03:34 +0200
Subject: [PATCH 114/288] Update nf-schema to stop all params being reported as
 erroring out

---
 CHANGELOG.md    | 1 +
 nextflow.config | 2 +-
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 30b0f9df2..90bc980fc 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -37,6 +37,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#850](https://github.com/nf-core/mag/pull/850) - Fixed some modules of the GDTBTk subworkflow not being represented in version lists (fix by @jfy133)
 - [#852](https://github.com/nf-core/mag/pull/852) - Fixed version reporting by ensure all modules are represented in final version.yml for MultiQC (by @jfy133)
 - [#854](https://github.com/nf-core/mag/pull/854) - Update porechop/abi to a patched version to prevent duplicated read names (reported by @palec87, fix by @jfy133)
+- [#858](https://github.com/nf-core/mag/pull/855) - Fix a single parameter validation failure reporting errors for all parameters by updated nf-schema to 2.5.1 (reported by @Pranjal-Bioinfo, fix by @nvnieuwka nd @jfy133)
 
 ### `Dependencies`
 
diff --git a/nextflow.config b/nextflow.config
index 0082a6d15..2e9661dc8 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -513,7 +513,7 @@ manifest {
 
 // Nextflow plugins
 plugins {
-    id 'nf-schema@2.4.2'
+    id 'nf-schema@2.5.1'
 }
 
 validation {

From 9eee06ee793a6c31a94552ecb6c0754b4405ad06 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 5 Sep 2025 10:05:04 +0200
Subject: [PATCH 115/288] Fix URL typo

---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 90bc980fc..b40564a9a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -37,7 +37,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#850](https://github.com/nf-core/mag/pull/850) - Fixed some modules of the GDTBTk subworkflow not being represented in version lists (fix by @jfy133)
 - [#852](https://github.com/nf-core/mag/pull/852) - Fixed version reporting by ensure all modules are represented in final version.yml for MultiQC (by @jfy133)
 - [#854](https://github.com/nf-core/mag/pull/854) - Update porechop/abi to a patched version to prevent duplicated read names (reported by @palec87, fix by @jfy133)
-- [#858](https://github.com/nf-core/mag/pull/855) - Fix a single parameter validation failure reporting errors for all parameters by updated nf-schema to 2.5.1 (reported by @Pranjal-Bioinfo, fix by @nvnieuwka nd @jfy133)
+- [#858](https://github.com/nf-core/mag/pull/858) - Fix a single parameter validation failure reporting errors for all parameters by updated nf-schema to 2.5.1 (reported by @Pranjal-Bioinfo, fix by @nvnieuwka nd @jfy133)
 
 ### `Dependencies`
 

From ae83d4759863da48d920d5f3f722af27165adf0f Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 5 Sep 2025 10:05:56 +0200
Subject: [PATCH 116/288] Fix typo in github handlge

---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index b40564a9a..aa8fc6425 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -37,7 +37,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#850](https://github.com/nf-core/mag/pull/850) - Fixed some modules of the GDTBTk subworkflow not being represented in version lists (fix by @jfy133)
 - [#852](https://github.com/nf-core/mag/pull/852) - Fixed version reporting by ensure all modules are represented in final version.yml for MultiQC (by @jfy133)
 - [#854](https://github.com/nf-core/mag/pull/854) - Update porechop/abi to a patched version to prevent duplicated read names (reported by @palec87, fix by @jfy133)
-- [#858](https://github.com/nf-core/mag/pull/858) - Fix a single parameter validation failure reporting errors for all parameters by updated nf-schema to 2.5.1 (reported by @Pranjal-Bioinfo, fix by @nvnieuwka nd @jfy133)
+- [#858](https://github.com/nf-core/mag/pull/858) - Fix a single parameter validation failure reporting errors for all parameters by updated nf-schema to 2.5.1 (reported by @Pranjal-Bioinfo, fix by @nvnieuwk nd @jfy133)
 
 ### `Dependencies`
 

From 0ecc217315502723420cf7f369f41e22ef9c9b8f Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 5 Sep 2025 10:06:04 +0200
Subject: [PATCH 117/288] Fix typo in github handlge

---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index aa8fc6425..aebb99483 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -37,7 +37,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#850](https://github.com/nf-core/mag/pull/850) - Fixed some modules of the GDTBTk subworkflow not being represented in version lists (fix by @jfy133)
 - [#852](https://github.com/nf-core/mag/pull/852) - Fixed version reporting by ensure all modules are represented in final version.yml for MultiQC (by @jfy133)
 - [#854](https://github.com/nf-core/mag/pull/854) - Update porechop/abi to a patched version to prevent duplicated read names (reported by @palec87, fix by @jfy133)
-- [#858](https://github.com/nf-core/mag/pull/858) - Fix a single parameter validation failure reporting errors for all parameters by updated nf-schema to 2.5.1 (reported by @Pranjal-Bioinfo, fix by @nvnieuwk nd @jfy133)
+- [#858](https://github.com/nf-core/mag/pull/858) - Fix a single parameter validation failure reporting errors for all parameters by updated nf-schema to 2.5.1 (reported by @Pranjal-Bioinfo, fix by @nvnieuwk and @jfy133)
 
 ### `Dependencies`
 

From 3e48bdc94ed5202b1ddbe1726cd7df5de6a9a82e Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 5 Sep 2025 10:07:35 +0200
Subject: [PATCH 118/288] Add HiRSE code promo badge

---
 README.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/README.md b/README.md
index 7662b2792..ddc1428ca 100644
--- a/README.md
+++ b/README.md
@@ -19,6 +19,8 @@
 
 [![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)
 
+![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?style=plastic&label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)
+
 ## Introduction
 
 **nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.

From d3d480106857b1b4f2221c4556bfd9c2dffb113b Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 5 Sep 2025 08:53:23 +0000
Subject: [PATCH 119/288] Fix RO create

---
 ro-crate-metadata.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ro-crate-metadata.json b/ro-crate-metadata.json
index f0f5322a3..590b42867 100644
--- a/ro-crate-metadata.json
+++ b/ro-crate-metadata.json
@@ -23,7 +23,7 @@
             "@type": "Dataset",
             "creativeWorkStatus": "InProgress",
             "datePublished": "2025-07-16T17:34:55+00:00",
-            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.3.2-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.3.2)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p align=\"center\">\n    <img src=\"docs/images/mag_workflow.png\" alt=\"nf-core/mag workflow overview\" width=\"90%\">\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), and/or with [CONCOCT](https://github.com/BinPro/CONCOCT), and checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/).\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>\n```\n\nor\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [@willros](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
+            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.3.2-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.3.2)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?style=plastic&label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p align=\"center\">\n    <img src=\"docs/images/mag_workflow.png\" alt=\"nf-core/mag workflow overview\" width=\"90%\">\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), and/or with [CONCOCT](https://github.com/BinPro/CONCOCT), and checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/).\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>\n```\n\nor\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [@willros](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
             "hasPart": [
                 {
                     "@id": "main.nf"

From cdcb6c9c2052e9ca1e8f3d423b9b1f2e23fb3569 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Fri, 5 Sep 2025 11:15:56 -0300
Subject: [PATCH 120/288] Enable GUNC

---
 conf/test_assembly_input.config |  8 ++++++--
 tests/test_hybrid.nf.test.snap  | 12 ++++++------
 2 files changed, 12 insertions(+), 8 deletions(-)

diff --git a/conf/test_assembly_input.config b/conf/test_assembly_input.config
index ec484fde5..61b42dd3e 100644
--- a/conf/test_assembly_input.config
+++ b/conf/test_assembly_input.config
@@ -32,12 +32,16 @@ params {
     skip_quast                    = true
     skip_prodigal                 = true
     skip_prokka                   = true
+    skip_gtdbtk                   = true
     skip_concoct                  = false
+
     refine_bins_dastool           = true
     refine_bins_dastool_threshold = 0.0
     postbinning_input             = 'both'
-    // run_gunc                   = true
+
+    run_gunc                      = true
+    gunc_db                       = params.pipelines_testdata_base_path + 'mag/databases/gunc/gunc-mock.dmnd'
+
     skip_metaeuk                  = false
     metaeuk_db                    = params.pipelines_testdata_base_path + 'modules/data/proteomics/database/yeast_UPS.fasta'
-    skip_gtdbtk                   = true
 }
diff --git a/tests/test_hybrid.nf.test.snap b/tests/test_hybrid.nf.test.snap
index 2c3619d44..663abd4c5 100644
--- a/tests/test_hybrid.nf.test.snap
+++ b/tests/test_hybrid.nf.test.snap
@@ -46,7 +46,7 @@
                     "bioawk": 20110810
                 },
                 "FASTP": {
-                    "fastp": "0.23.4"
+                    "fastp": "0.24.0"
                 },
                 "FASTQC_RAW": {
                     "fastqc": "0.12.1"
@@ -143,7 +143,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-28T12:35:39.827416764"
+        "timestamp": "2025-09-05T10:57:49.768381226"
     },
     "multiqc": {
         "content": [
@@ -336,7 +336,7 @@
             [
                 "bowtie2_pe_plot.yaml:md5,331d49d9aa0a0ce1a3a8b407b8a49801",
                 "busco_plot_bacteria_odb10.yaml:md5,891eb4ee4391f6f36c18c5b82a7d2473",
-                "fastp-insert-size-plot.yaml:md5,5b3922a0eebb675bc7572237861785f5",
+                "fastp-insert-size-plot.yaml:md5,55f97b7830c1395c10c06bf3f4431186",
                 "fastp-seq-content-gc-plot_Read_1_After_filtering.yaml:md5,fb178f8c18fde4ad16d79afe333d481b",
                 "fastp-seq-content-gc-plot_Read_1_Before_filtering.yaml:md5,2f3f9726d97d4f22be3f4ad30ee14173",
                 "fastp-seq-content-gc-plot_Read_2_After_filtering.yaml:md5,9e0cf9755e26ac69fa76753137b69ed0",
@@ -372,14 +372,14 @@
                 "multiqc_bowtie2_bowtie2-2.yaml:md5,b5a185109453a80131d7da2cf4d3f2ec",
                 "multiqc_busco.yaml:md5,76cda2e3678fbdf6a592da3bb7fcdc37",
                 "multiqc_citations.yaml:md5,49f79471c1620b06da08b1acb97a1e56",
-                "multiqc_fastp.yaml:md5,5f610eddc97857e47ef227f475fa6871",
+                "multiqc_fastp.yaml:md5,5d2c6eefa228bc0210be0d017eeb8eda",
                 "multiqc_fastqc.yaml:md5,0d11a6d30d0d1a430e58d44b57ac6e87",
                 "multiqc_fastqc_fastqc-1.yaml:md5,0b8c8b4edb4f3e70409f30bcdda54397",
                 "multiqc_general_stats.yaml:md5,f0c8018902770fbf04fb1c7d813fae8c",
                 "multiqc_prokka.yaml:md5,f7ee4045a273845b501ba15e5fd4d38f",
                 "multiqc_quast.yaml:md5,e5940a0ce6af05da51fe94bc6d7d3901",
                 "multiqc_quast_quast-1.yaml:md5,4fcb2008af9fc15990854d76e6a72ada",
-                "multiqc_software_versions.yaml:md5,31053bee3cf587e705f6d20805e2087c",
+                "multiqc_software_versions.yaml:md5,ccc9ac4f675220c21dd117c55c92aeb2",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450",
                 "prokka_plot.yaml:md5,229d29dafbf6bde37d8f245dfb535b2e",
                 "quast_num_contigs.yaml:md5,241f678b1df1c1dd0dd58246a073d7dc",
@@ -390,6 +390,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-08-28T12:35:40.030851549"
+        "timestamp": "2025-09-05T10:57:49.901831766"
     }
 }
\ No newline at end of file

From 177a3049b7037735edb366b8f08345176d830f3d Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Fri, 12 Sep 2025 08:22:54 -0300
Subject: [PATCH 121/288] Update assembly_input test

---
 conf/test_assembly_input.config        |  6 ++++--
 tests/test_assembly_input.nf.test.snap | 23 +++++++++++++----------
 2 files changed, 17 insertions(+), 12 deletions(-)

diff --git a/conf/test_assembly_input.config b/conf/test_assembly_input.config
index 61b42dd3e..f306b0e9e 100644
--- a/conf/test_assembly_input.config
+++ b/conf/test_assembly_input.config
@@ -39,9 +39,11 @@ params {
     refine_bins_dastool_threshold = 0.0
     postbinning_input             = 'both'
 
-    run_gunc                      = true
+    // TODO: enable when we have a suitable way to run a small test
+    // GUNC fails with exit code 1 if no matches, see https://github.com/grp-bork/gunc/issues/42
+    run_gunc                      = false
     gunc_db                       = params.pipelines_testdata_base_path + 'mag/databases/gunc/gunc-mock.dmnd'
 
     skip_metaeuk                  = false
-    metaeuk_db                    = params.pipelines_testdata_base_path + 'modules/data/proteomics/database/yeast_UPS.fasta'
+    metaeuk_mmseqs_db             = 'Kalamari'
 }
diff --git a/tests/test_assembly_input.nf.test.snap b/tests/test_assembly_input.nf.test.snap
index f48fa8081..0e013a4f9 100644
--- a/tests/test_assembly_input.nf.test.snap
+++ b/tests/test_assembly_input.nf.test.snap
@@ -1,7 +1,7 @@
 {
     "-profile assembly_input": {
         "content": [
-            317,
+            318,
             {
                 "ADJUST_MAXBIN2_EXT": {
                     "coreutils": null
@@ -46,16 +46,16 @@
                     "bioawk": 20110810
                 },
                 "DASTOOL_DASTOOL": {
-                    "dastool": "1.1.6"
+                    "dastool": "1.1.7"
                 },
                 "DASTOOL_FASTATOCONTIG2BIN_CONCOCT": {
-                    "dastool": "1.1.6"
+                    "dastool": "1.1.7"
                 },
                 "DASTOOL_FASTATOCONTIG2BIN_MAXBIN2": {
-                    "dastool": "1.1.6"
+                    "dastool": "1.1.7"
                 },
                 "DASTOOL_FASTATOCONTIG2BIN_METABAT2": {
-                    "dastool": "1.1.6"
+                    "dastool": "1.1.7"
                 },
                 "GUNZIP_ASSEMBLYINPUT": {
                     "gunzip": 1.13
@@ -88,6 +88,9 @@
                 "METAEUK_EASYPREDICT": {
                     "metaeuk": "6.a5d39d9"
                 },
+                "MMSEQS_DATABASES": {
+                    "mmseqs": "17.b804f"
+                },
                 "RENAME_POSTDASTOOL": {
                     "coreutils": "8.30-3ubuntu2"
                 },
@@ -109,9 +112,9 @@
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-03T07:32:22.014907915"
+        "timestamp": "2025-09-12T08:21:28.459816867"
     },
     "multiqc": {
         "content": [
@@ -148,13 +151,13 @@
                 "multiqc_busco.yaml:md5,38eb19ae047a7be58b2af7f325a9704f",
                 "multiqc_citations.yaml:md5,4aaa7714bb3dba1dd50f383c2ae4f4bb",
                 "multiqc_general_stats.yaml:md5,229a87a550a6d00b7496a1200ff53da1",
-                "multiqc_software_versions.yaml:md5,71fae3c74bf25391b1373dca90be8c20"
+                "multiqc_software_versions.yaml:md5,8168071d4ee650f41a0236f65f13766a"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-03T07:32:22.060385119"
+        "timestamp": "2025-09-12T08:21:28.478134351"
     }
 }
\ No newline at end of file

From 817569308e833a518b984a146dcbe181bc918af9 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Fri, 12 Sep 2025 10:09:11 -0300
Subject: [PATCH 122/288] Update snapshots (nextflow version)

---
 tests/test_alternatives.nf.test.snap              | 6 +++---
 tests/test_hybrid.nf.test.snap                    | 6 +++---
 tests/test_longreadonly.nf.test.snap              | 6 +++---
 tests/test_longreadonly_alternatives.nf.test.snap | 6 +++---
 4 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index 335bf2645..7222180e7 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -348,15 +348,15 @@
                 "multiqc_fastqc.yaml:md5,f50da8bfd062b9399911ba19b34831db",
                 "multiqc_fastqc_fastqc-1.yaml:md5,4c2c5a5e7b370b0668c1360b7927d0a8",
                 "multiqc_general_stats.yaml:md5,8b8cbb9d6fe349084e3d2fe2ffdecda8",
-                "multiqc_software_versions.yaml:md5,292b425d3bac850a8143c13f41581f6d",
+                "multiqc_software_versions.yaml:md5,564206a3a7aa4497248f49c968fb9555",
                 "multiqc_trimmomatic.yaml:md5,d4aaff3725c28801ae0577d97c2f9b30",
                 "trimmomatic_plot.yaml:md5,9557cd587ace0a93912179cb0deafe3b"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2025-08-25T17:08:48.173464912"
+        "timestamp": "2025-09-12T09:28:10.258452793"
     }
 }
\ No newline at end of file
diff --git a/tests/test_hybrid.nf.test.snap b/tests/test_hybrid.nf.test.snap
index 663abd4c5..f45432b28 100644
--- a/tests/test_hybrid.nf.test.snap
+++ b/tests/test_hybrid.nf.test.snap
@@ -379,7 +379,7 @@
                 "multiqc_prokka.yaml:md5,f7ee4045a273845b501ba15e5fd4d38f",
                 "multiqc_quast.yaml:md5,e5940a0ce6af05da51fe94bc6d7d3901",
                 "multiqc_quast_quast-1.yaml:md5,4fcb2008af9fc15990854d76e6a72ada",
-                "multiqc_software_versions.yaml:md5,ccc9ac4f675220c21dd117c55c92aeb2",
+                "multiqc_software_versions.yaml:md5,60f40217532e70761e9b2ea2c601aef3",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450",
                 "prokka_plot.yaml:md5,229d29dafbf6bde37d8f245dfb535b2e",
                 "quast_num_contigs.yaml:md5,241f678b1df1c1dd0dd58246a073d7dc",
@@ -388,8 +388,8 @@
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-05T10:57:49.901831766"
+        "timestamp": "2025-09-12T09:08:45.630675675"
     }
 }
\ No newline at end of file
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index cc0324759..54fbdaf58 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -176,7 +176,7 @@
                 "multiqc_prokka.yaml:md5,7e95c90a1cbc1b4ec18f20d19a0fcdb0",
                 "multiqc_quast.yaml:md5,6fddbac3730cf16c754c48d96da0d7aa",
                 "multiqc_quast_quast-1.yaml:md5,86d00d8a06816fdf6871936dacaa91aa",
-                "multiqc_software_versions.yaml:md5,7d84c8de46d5ad1b66238d0cd36a4870",
+                "multiqc_software_versions.yaml:md5,6c6a0b90b4d3ffe4cae4b5b8bd80607f",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450",
                 "prokka_plot.yaml:md5,a02a88ab798c94e8f3eab6bd38b0a2d0",
                 "quast_num_contigs.yaml:md5,710d04c92ddfbfaa827d5592f7adac07",
@@ -185,8 +185,8 @@
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2025-08-26T15:27:14.291739634"
+        "timestamp": "2025-09-12T09:11:41.599721025"
     }
 }
\ No newline at end of file
diff --git a/tests/test_longreadonly_alternatives.nf.test.snap b/tests/test_longreadonly_alternatives.nf.test.snap
index 99db2a2f0..8bfdbe26e 100644
--- a/tests/test_longreadonly_alternatives.nf.test.snap
+++ b/tests/test_longreadonly_alternatives.nf.test.snap
@@ -115,14 +115,14 @@
                 "multiqc_busco.yaml:md5,0a1896fc18fdea30852125167730c8c5",
                 "multiqc_citations.yaml:md5,cd0615b89829a041bc2a33cdb69b585b",
                 "multiqc_general_stats.yaml:md5,f5594b277c894e24b538c4ef9e468e3d",
-                "multiqc_software_versions.yaml:md5,42f109c3a2edd8ff7e2b0590312a9391",
+                "multiqc_software_versions.yaml:md5,c482ab3ab057cccc41d5452b6840b3f7",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2025-08-26T07:52:39.250820051"
+        "timestamp": "2025-09-12T09:06:23.254153503"
     }
 }
\ No newline at end of file

From 4328a7991848eac6caa980464f93b442a569d5b9 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Fri, 12 Sep 2025 15:45:27 -0300
Subject: [PATCH 123/288] Update metaeuk config

---
 conf/test_assembly_input.config        |  8 ++++++++
 tests/test_assembly_input.nf.test.snap | 11 ++++-------
 2 files changed, 12 insertions(+), 7 deletions(-)

diff --git a/conf/test_assembly_input.config b/conf/test_assembly_input.config
index f306b0e9e..c7998504c 100644
--- a/conf/test_assembly_input.config
+++ b/conf/test_assembly_input.config
@@ -19,6 +19,14 @@ process {
     ]
 }
 
+
+process {
+    withName: METAEUK_EASYPREDICT {
+        ext.args = '-s 1 --max-seqs 5 --max-accept 1'
+    }
+}
+
+
 params {
     config_profile_name           = 'Test assembly input profile'
     config_profile_description    = 'Minimal test dataset to check assembly input'
diff --git a/tests/test_assembly_input.nf.test.snap b/tests/test_assembly_input.nf.test.snap
index 0e013a4f9..787040578 100644
--- a/tests/test_assembly_input.nf.test.snap
+++ b/tests/test_assembly_input.nf.test.snap
@@ -1,7 +1,7 @@
 {
     "-profile assembly_input": {
         "content": [
-            318,
+            317,
             {
                 "ADJUST_MAXBIN2_EXT": {
                     "coreutils": null
@@ -88,9 +88,6 @@
                 "METAEUK_EASYPREDICT": {
                     "metaeuk": "6.a5d39d9"
                 },
-                "MMSEQS_DATABASES": {
-                    "mmseqs": "17.b804f"
-                },
                 "RENAME_POSTDASTOOL": {
                     "coreutils": "8.30-3ubuntu2"
                 },
@@ -114,7 +111,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-12T08:21:28.459816867"
+        "timestamp": "2025-09-12T10:27:05.172301565"
     },
     "multiqc": {
         "content": [
@@ -151,13 +148,13 @@
                 "multiqc_busco.yaml:md5,38eb19ae047a7be58b2af7f325a9704f",
                 "multiqc_citations.yaml:md5,4aaa7714bb3dba1dd50f383c2ae4f4bb",
                 "multiqc_general_stats.yaml:md5,229a87a550a6d00b7496a1200ff53da1",
-                "multiqc_software_versions.yaml:md5,8168071d4ee650f41a0236f65f13766a"
+                "multiqc_software_versions.yaml:md5,d637fc60b2272ff054e9a9c385c3cdf7"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-12T08:21:28.478134351"
+        "timestamp": "2025-09-12T10:27:05.191397053"
     }
 }
\ No newline at end of file

From 1e042f662af3e3a26fbac87a7dcda22321c2e24a Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Sat, 13 Sep 2025 10:32:36 -0300
Subject: [PATCH 124/288] Revert to fasta input for metaeuk

---
 conf/test_assembly_input.config        | 9 +--------
 tests/test_assembly_input.nf.test.snap | 6 +++---
 tests/test_longreadonly.nf.test.snap   | 6 +++---
 3 files changed, 7 insertions(+), 14 deletions(-)

diff --git a/conf/test_assembly_input.config b/conf/test_assembly_input.config
index c7998504c..fa81b0799 100644
--- a/conf/test_assembly_input.config
+++ b/conf/test_assembly_input.config
@@ -20,13 +20,6 @@ process {
 }
 
 
-process {
-    withName: METAEUK_EASYPREDICT {
-        ext.args = '-s 1 --max-seqs 5 --max-accept 1'
-    }
-}
-
-
 params {
     config_profile_name           = 'Test assembly input profile'
     config_profile_description    = 'Minimal test dataset to check assembly input'
@@ -53,5 +46,5 @@ params {
     gunc_db                       = params.pipelines_testdata_base_path + 'mag/databases/gunc/gunc-mock.dmnd'
 
     skip_metaeuk                  = false
-    metaeuk_mmseqs_db             = 'Kalamari'
+    metaeuk_db                    = params.pipelines_testdata_base_path + 'modules/data/proteomics/database/yeast_UPS.fasta'
 }
diff --git a/tests/test_assembly_input.nf.test.snap b/tests/test_assembly_input.nf.test.snap
index 787040578..0b089cfa3 100644
--- a/tests/test_assembly_input.nf.test.snap
+++ b/tests/test_assembly_input.nf.test.snap
@@ -148,13 +148,13 @@
                 "multiqc_busco.yaml:md5,38eb19ae047a7be58b2af7f325a9704f",
                 "multiqc_citations.yaml:md5,4aaa7714bb3dba1dd50f383c2ae4f4bb",
                 "multiqc_general_stats.yaml:md5,229a87a550a6d00b7496a1200ff53da1",
-                "multiqc_software_versions.yaml:md5,d637fc60b2272ff054e9a9c385c3cdf7"
+                "multiqc_software_versions.yaml:md5,d7be1ab93376b3b1e486a6d38cb25a35"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.7"
+            "nextflow": "25.04.6"
         },
-        "timestamp": "2025-09-12T10:27:05.191397053"
+        "timestamp": "2025-09-13T07:11:00.362038084"
     }
 }
\ No newline at end of file
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index 54fbdaf58..26216f7ad 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -176,7 +176,7 @@
                 "multiqc_prokka.yaml:md5,7e95c90a1cbc1b4ec18f20d19a0fcdb0",
                 "multiqc_quast.yaml:md5,6fddbac3730cf16c754c48d96da0d7aa",
                 "multiqc_quast_quast-1.yaml:md5,86d00d8a06816fdf6871936dacaa91aa",
-                "multiqc_software_versions.yaml:md5,6c6a0b90b4d3ffe4cae4b5b8bd80607f",
+                "multiqc_software_versions.yaml:md5,7d84c8de46d5ad1b66238d0cd36a4870",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450",
                 "prokka_plot.yaml:md5,a02a88ab798c94e8f3eab6bd38b0a2d0",
                 "quast_num_contigs.yaml:md5,710d04c92ddfbfaa827d5592f7adac07",
@@ -185,8 +185,8 @@
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.7"
+            "nextflow": "25.04.6"
         },
-        "timestamp": "2025-09-12T09:11:41.599721025"
+        "timestamp": "2025-09-13T07:34:36.005131519"
     }
 }
\ No newline at end of file

From c2b7793c4596f5d99ff4143b0685a48d6fdad325 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Sat, 13 Sep 2025 10:43:18 -0300
Subject: [PATCH 125/288] Update changelog

---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index aebb99483..ca8a5787a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -13,7 +13,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#827](https://github.com/nf-core/mag/pull/827) - Added nf-test CI testing for all test profiles (added by @jfy133)
 - [#829](https://github.com/nf-core/mag/pull/829) - Add `--skip_shortread_qc` and `--skip_longread_qc` params for skipping certain default preprocessing steps (added by @erikrikarddaniel)
 - [#846](https://github.com/nf-core/mag/pull/846) - Improve documentation of `group` samplesheet column (added by @vinisalazar)
-- [#855](https://github.com/nf-core/mag/pull/855) - Add nf-tests for test_longreadonly, test_longreadonly_alternatives, test_hybrid (added by @dialvarezs)
+- [#855](https://github.com/nf-core/mag/pull/855) - Add nf-tests for test_longreadonly, test_longreadonly_alternatives, test_hybrid and test_assembly_input (added by @dialvarezs)
 
 ### `Changed`
 

From a39933eb89377e4e890aa5df8f81ed860608b49a Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Sat, 13 Sep 2025 13:33:04 -0300
Subject: [PATCH 126/288] Fix nextflow version

---
 tests/test_assembly_input.nf.test.snap | 6 +++---
 tests/test_longreadonly.nf.test.snap   | 6 +++---
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/tests/test_assembly_input.nf.test.snap b/tests/test_assembly_input.nf.test.snap
index 0b089cfa3..da1d26818 100644
--- a/tests/test_assembly_input.nf.test.snap
+++ b/tests/test_assembly_input.nf.test.snap
@@ -148,13 +148,13 @@
                 "multiqc_busco.yaml:md5,38eb19ae047a7be58b2af7f325a9704f",
                 "multiqc_citations.yaml:md5,4aaa7714bb3dba1dd50f383c2ae4f4bb",
                 "multiqc_general_stats.yaml:md5,229a87a550a6d00b7496a1200ff53da1",
-                "multiqc_software_versions.yaml:md5,d7be1ab93376b3b1e486a6d38cb25a35"
+                "multiqc_software_versions.yaml:md5,d637fc60b2272ff054e9a9c385c3cdf7"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-13T07:11:00.362038084"
+        "timestamp": "2025-09-13T13:30:52.054995793"
     }
 }
\ No newline at end of file
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index 26216f7ad..b6ba55d18 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -176,7 +176,7 @@
                 "multiqc_prokka.yaml:md5,7e95c90a1cbc1b4ec18f20d19a0fcdb0",
                 "multiqc_quast.yaml:md5,6fddbac3730cf16c754c48d96da0d7aa",
                 "multiqc_quast_quast-1.yaml:md5,86d00d8a06816fdf6871936dacaa91aa",
-                "multiqc_software_versions.yaml:md5,7d84c8de46d5ad1b66238d0cd36a4870",
+                "multiqc_software_versions.yaml:md5,6c6a0b90b4d3ffe4cae4b5b8bd80607f",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450",
                 "prokka_plot.yaml:md5,a02a88ab798c94e8f3eab6bd38b0a2d0",
                 "quast_num_contigs.yaml:md5,710d04c92ddfbfaa827d5592f7adac07",
@@ -185,8 +185,8 @@
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-13T07:34:36.005131519"
+        "timestamp": "2025-09-13T12:17:19.313619893"
     }
 }
\ No newline at end of file

From f45ada346ffab0aeaa20db71a62ceb6765fcdaf5 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 15 Sep 2025 12:43:23 +0200
Subject: [PATCH 127/288] Fix version pattern capture

---
 modules/local/adjust_maxbin2_ext/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/adjust_maxbin2_ext/main.nf b/modules/local/adjust_maxbin2_ext/main.nf
index ab0cb2b69..c0c5d3129 100644
--- a/modules/local/adjust_maxbin2_ext/main.nf
+++ b/modules/local/adjust_maxbin2_ext/main.nf
@@ -27,7 +27,7 @@ process ADJUST_MAXBIN2_EXT {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        coreutils: \$(apt-cache policy coreutils | sed '2!d; s/.* //'
+        coreutils: \$(apt-cache policy coreutils | sed '2!d; s/.* //')
     END_VERSIONS
     """
 }

From 1f27cf95e3990dce6c2c4a5ab11cc46651921125 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 16 Sep 2025 17:00:40 -0300
Subject: [PATCH 128/288] Enable metauk using swissprot + refined bins only

---
 conf/test_assembly_input.config        | 44 +++++++++++++++-----------
 tests/test_assembly_input.nf.test.snap | 17 ++++++----
 2 files changed, 36 insertions(+), 25 deletions(-)

diff --git a/conf/test_assembly_input.config b/conf/test_assembly_input.config
index fa81b0799..ce775adea 100644
--- a/conf/test_assembly_input.config
+++ b/conf/test_assembly_input.config
@@ -20,31 +20,39 @@ process {
 }
 
 
+process {
+    withName: METAEUK_EASYPREDICT {
+        ext.args = '-s 1 --max-seqs 10 --max-accept 1'
+    }
+}
+
+
 params {
-    config_profile_name           = 'Test assembly input profile'
-    config_profile_description    = 'Minimal test dataset to check assembly input'
+    config_profile_name             = 'Test assembly input profile'
+    config_profile_description      = 'Minimal test dataset to check assembly input'
 
-    input                         = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.v4.csv'
-    assembly_input                = params.pipelines_testdata_base_path + 'mag/samplesheets/assembly_samplesheet.csv'
+    input                           = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.v4.csv'
+    assembly_input                  = params.pipelines_testdata_base_path + 'mag/samplesheets/assembly_samplesheet.csv'
 
-    busco_db                      = params.pipelines_testdata_base_path + 'mag/databases/busco/bacteria_odb10.2024-01-08.tar.gz'
-    busco_db_lineage              = 'bacteria_odb10'
+    busco_db                        = params.pipelines_testdata_base_path + 'mag/databases/busco/bacteria_odb10.2024-01-08.tar.gz'
+    busco_db_lineage                = 'bacteria_odb10'
 
-    skip_quast                    = true
-    skip_prodigal                 = true
-    skip_prokka                   = true
-    skip_gtdbtk                   = true
-    skip_concoct                  = false
+    skip_quast                      = true
+    skip_prodigal                   = true
+    skip_prokka                     = true
+    skip_gtdbtk                     = true
+    skip_concoct                    = false
 
-    refine_bins_dastool           = true
-    refine_bins_dastool_threshold = 0.0
-    postbinning_input             = 'both'
+    refine_bins_dastool             = true
+    refine_bins_dastool_threshold   = 0.0
+    postbinning_input               = 'refined_bins_only'
+    exclude_unbins_from_postbinning = true
 
     // TODO: enable when we have a suitable way to run a small test
     // GUNC fails with exit code 1 if no matches, see https://github.com/grp-bork/gunc/issues/42
-    run_gunc                      = false
-    gunc_db                       = params.pipelines_testdata_base_path + 'mag/databases/gunc/gunc-mock.dmnd'
+    run_gunc                        = false
+    gunc_db                         = params.pipelines_testdata_base_path + 'mag/databases/gunc/gunc-mock.dmnd'
 
-    skip_metaeuk                  = false
-    metaeuk_db                    = params.pipelines_testdata_base_path + 'modules/data/proteomics/database/yeast_UPS.fasta'
+    skip_metaeuk                    = false
+    metaeuk_mmseqs_db               = 'UniProtKB/Swiss-Prot'
 }
diff --git a/tests/test_assembly_input.nf.test.snap b/tests/test_assembly_input.nf.test.snap
index da1d26818..79497eb1e 100644
--- a/tests/test_assembly_input.nf.test.snap
+++ b/tests/test_assembly_input.nf.test.snap
@@ -1,10 +1,10 @@
 {
     "-profile assembly_input": {
         "content": [
-            317,
+            193,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": null
+                    "coreutils": "8.30-3ubuntu2"
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
@@ -88,6 +88,9 @@
                 "METAEUK_EASYPREDICT": {
                     "metaeuk": "6.a5d39d9"
                 },
+                "MMSEQS_DATABASES": {
+                    "mmseqs": "17.b804f"
+                },
                 "RENAME_POSTDASTOOL": {
                     "coreutils": "8.30-3ubuntu2"
                 },
@@ -111,7 +114,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-12T10:27:05.172301565"
+        "timestamp": "2025-09-16T16:57:33.335881984"
     },
     "multiqc": {
         "content": [
@@ -143,18 +146,18 @@
             ],
             [
                 "bowtie2_pe_plot.yaml:md5,d47c21d3c14102edf43e36521aa3fcf6",
-                "busco_plot_bacteria_odb10.yaml:md5,c30b2ad74380d95bdabc67bb44d658a1",
+                "busco_plot_bacteria_odb10.yaml:md5,7f5685578d237300ffde11c05693f754",
                 "multiqc_bowtie2_bowtie2-2.yaml:md5,34efd9a91ede5c3d7150b8de2f4c20f0",
-                "multiqc_busco.yaml:md5,38eb19ae047a7be58b2af7f325a9704f",
+                "multiqc_busco.yaml:md5,bd57c1b4856b5536bf89d54b2d8cd807",
                 "multiqc_citations.yaml:md5,4aaa7714bb3dba1dd50f383c2ae4f4bb",
                 "multiqc_general_stats.yaml:md5,229a87a550a6d00b7496a1200ff53da1",
-                "multiqc_software_versions.yaml:md5,d637fc60b2272ff054e9a9c385c3cdf7"
+                "multiqc_software_versions.yaml:md5,ed8e77d1760b9bf7005e1f46e08444f7"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-13T13:30:52.054995793"
+        "timestamp": "2025-09-16T16:57:33.375548388"
     }
 }
\ No newline at end of file

From 302bdcef012ac0254d676d66c2a9ed3225151908 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 16 Sep 2025 17:02:18 -0300
Subject: [PATCH 129/288] Update CHANGELOG.md

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ca8a5787a..60619479c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -13,7 +13,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#827](https://github.com/nf-core/mag/pull/827) - Added nf-test CI testing for all test profiles (added by @jfy133)
 - [#829](https://github.com/nf-core/mag/pull/829) - Add `--skip_shortread_qc` and `--skip_longread_qc` params for skipping certain default preprocessing steps (added by @erikrikarddaniel)
 - [#846](https://github.com/nf-core/mag/pull/846) - Improve documentation of `group` samplesheet column (added by @vinisalazar)
-- [#855](https://github.com/nf-core/mag/pull/855) - Add nf-tests for test_longreadonly, test_longreadonly_alternatives, test_hybrid and test_assembly_input (added by @dialvarezs)
+- [#855](https://github.com/nf-core/mag/pull/855) - Add basic nf-tests for test_longreadonly, test_longreadonly_alternatives, test_hybrid and test_assembly_input (added by @dialvarezs)
 
 ### `Changed`
 

From 67d12a8ca7b468e87316303d75e46926c3fb114b Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 16 Sep 2025 18:39:29 -0300
Subject: [PATCH 130/288] Update snapshots

---
 tests/default.nf.test.snap                        |  6 +++---
 tests/test_hybrid.nf.test.snap                    | 10 +++++-----
 tests/test_longreadonly.nf.test.snap              | 10 +++++-----
 tests/test_longreadonly_alternatives.nf.test.snap | 10 +++++-----
 tests/test_single_end.nf.test.snap                |  6 +++---
 5 files changed, 21 insertions(+), 21 deletions(-)

diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index 718844dd2..f20fe961e 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -4,7 +4,7 @@
             170,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": null
+                    "coreutils": "8.30-3ubuntu2"
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
@@ -141,8 +141,8 @@
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2025-08-26T08:06:22.562248569"
+        "timestamp": "2025-09-16T18:10:16.289599563"
     }
 }
\ No newline at end of file
diff --git a/tests/test_hybrid.nf.test.snap b/tests/test_hybrid.nf.test.snap
index f45432b28..99fc9b038 100644
--- a/tests/test_hybrid.nf.test.snap
+++ b/tests/test_hybrid.nf.test.snap
@@ -4,7 +4,7 @@
             51,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": null
+                    "coreutils": "8.30-3ubuntu2"
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
@@ -141,9 +141,9 @@
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-05T10:57:49.768381226"
+        "timestamp": "2025-09-16T17:14:38.958686318"
     },
     "multiqc": {
         "content": [
@@ -379,7 +379,7 @@
                 "multiqc_prokka.yaml:md5,f7ee4045a273845b501ba15e5fd4d38f",
                 "multiqc_quast.yaml:md5,e5940a0ce6af05da51fe94bc6d7d3901",
                 "multiqc_quast_quast-1.yaml:md5,4fcb2008af9fc15990854d76e6a72ada",
-                "multiqc_software_versions.yaml:md5,60f40217532e70761e9b2ea2c601aef3",
+                "multiqc_software_versions.yaml:md5,e3f70a14f4e69fdf2b0410e2efd5d8ef",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450",
                 "prokka_plot.yaml:md5,229d29dafbf6bde37d8f245dfb535b2e",
                 "quast_num_contigs.yaml:md5,241f678b1df1c1dd0dd58246a073d7dc",
@@ -390,6 +390,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-12T09:08:45.630675675"
+        "timestamp": "2025-09-16T17:14:39.023461578"
     }
 }
\ No newline at end of file
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index b6ba55d18..6e575874c 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -4,7 +4,7 @@
             57,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": null
+                    "coreutils": "8.30-3ubuntu2"
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
@@ -122,9 +122,9 @@
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2025-08-26T12:26:26.74211758"
+        "timestamp": "2025-09-16T17:30:19.280871935"
     },
     "multiqc": {
         "content": [
@@ -176,7 +176,7 @@
                 "multiqc_prokka.yaml:md5,7e95c90a1cbc1b4ec18f20d19a0fcdb0",
                 "multiqc_quast.yaml:md5,6fddbac3730cf16c754c48d96da0d7aa",
                 "multiqc_quast_quast-1.yaml:md5,86d00d8a06816fdf6871936dacaa91aa",
-                "multiqc_software_versions.yaml:md5,6c6a0b90b4d3ffe4cae4b5b8bd80607f",
+                "multiqc_software_versions.yaml:md5,20ad01ac98a3ccbbad2b58aba7a79618",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450",
                 "prokka_plot.yaml:md5,a02a88ab798c94e8f3eab6bd38b0a2d0",
                 "quast_num_contigs.yaml:md5,710d04c92ddfbfaa827d5592f7adac07",
@@ -187,6 +187,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-13T12:17:19.313619893"
+        "timestamp": "2025-09-16T17:30:19.321260403"
     }
 }
\ No newline at end of file
diff --git a/tests/test_longreadonly_alternatives.nf.test.snap b/tests/test_longreadonly_alternatives.nf.test.snap
index 8bfdbe26e..4a8c438a5 100644
--- a/tests/test_longreadonly_alternatives.nf.test.snap
+++ b/tests/test_longreadonly_alternatives.nf.test.snap
@@ -4,7 +4,7 @@
             26,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": null
+                    "coreutils": "8.30-3ubuntu2"
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
@@ -85,9 +85,9 @@
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2025-08-26T07:52:39.152470666"
+        "timestamp": "2025-09-16T17:38:54.105455021"
     },
     "multiqc": {
         "content": [
@@ -115,7 +115,7 @@
                 "multiqc_busco.yaml:md5,0a1896fc18fdea30852125167730c8c5",
                 "multiqc_citations.yaml:md5,cd0615b89829a041bc2a33cdb69b585b",
                 "multiqc_general_stats.yaml:md5,f5594b277c894e24b538c4ef9e468e3d",
-                "multiqc_software_versions.yaml:md5,c482ab3ab057cccc41d5452b6840b3f7",
+                "multiqc_software_versions.yaml:md5,fd8f8e1c3f4224d0af41016b04a05d3b",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450"
             ]
         ],
@@ -123,6 +123,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-12T09:06:23.254153503"
+        "timestamp": "2025-09-16T17:38:54.139841274"
     }
 }
\ No newline at end of file
diff --git a/tests/test_single_end.nf.test.snap b/tests/test_single_end.nf.test.snap
index 1ab9be4eb..4f6b9f4e8 100644
--- a/tests/test_single_end.nf.test.snap
+++ b/tests/test_single_end.nf.test.snap
@@ -7,7 +7,7 @@
                     "adapterremoval": "2.3.2"
                 },
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": null
+                    "coreutils": "8.30-3ubuntu2"
                 },
                 "BCFTOOLS_CONSENSUS": {
                     "bcftools": 1.21
@@ -174,8 +174,8 @@
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2025-08-26T08:14:51.474521812"
+        "timestamp": "2025-09-16T18:39:07.708372204"
     }
 }
\ No newline at end of file

From 08f440e2d74ca44b9c7b43bdeee45bfb5e7e7626 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 17 Sep 2025 10:40:59 +0200
Subject: [PATCH 131/288] Bump version using nf-core tools

---
 .nf-core.yml           | 12 ++++-----
 CHANGELOG.md           |  2 +-
 nextflow.config        |  2 +-
 ro-crate-metadata.json | 58 +++++++++++++++++++++---------------------
 4 files changed, 37 insertions(+), 37 deletions(-)

diff --git a/.nf-core.yml b/.nf-core.yml
index 714d2068b..8c8e34349 100644
--- a/.nf-core.yml
+++ b/.nf-core.yml
@@ -1,11 +1,11 @@
 lint:
   files_unchanged:
-    - lib/NfcoreTemplate.groovy
-    - .github/PULL_REQUEST_TEMPLATE.md
+  - lib/NfcoreTemplate.groovy
+  - .github/PULL_REQUEST_TEMPLATE.md
   nextflow_config:
-    - config_defaults:
-        - params.phix_reference
-        - params.lambda_reference
+  - config_defaults:
+    - params.phix_reference
+    - params.lambda_reference
 nf_core_version: 3.3.2
 repository_type: pipeline
 template:
@@ -17,4 +17,4 @@ template:
   name: mag
   org: nf-core
   outdir: .
-  version: 4.1.0dev
+  version: 5.0.0
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 60619479c..e3f52af5f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,7 +3,7 @@
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-## 4.1.0dev - [unreleased]
+## 5.0.0 - [2025-09-19]
 
 ### `Added`
 
diff --git a/nextflow.config b/nextflow.config
index 2e9661dc8..7c9f3a597 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -507,7 +507,7 @@ manifest {
     mainScript      = 'main.nf'
     defaultBranch   = 'main'
     nextflowVersion = '!>=25.04.2'
-    version         = '4.1.0dev'
+    version         = '5.0.0'
     doi             = '10.1093/nargab/lqac007'
 }
 
diff --git a/ro-crate-metadata.json b/ro-crate-metadata.json
index 590b42867..4304cb687 100644
--- a/ro-crate-metadata.json
+++ b/ro-crate-metadata.json
@@ -21,8 +21,8 @@
         {
             "@id": "./",
             "@type": "Dataset",
-            "creativeWorkStatus": "InProgress",
-            "datePublished": "2025-07-16T17:34:55+00:00",
+            "creativeWorkStatus": "Stable",
+            "datePublished": "2025-09-17T08:14:42+00:00",
             "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.3.2-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.3.2)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?style=plastic&label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p align=\"center\">\n    <img src=\"docs/images/mag_workflow.png\" alt=\"nf-core/mag workflow overview\" width=\"90%\">\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), and/or with [CONCOCT](https://github.com/BinPro/CONCOCT), and checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/).\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>\n```\n\nor\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [@willros](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
             "hasPart": [
                 {
@@ -105,7 +105,7 @@
             },
             "mentions": [
                 {
-                    "@id": "#40639c8f-007b-4d1f-9dbc-f1bae55e1e07"
+                    "@id": "#2b8da03d-be10-4987-b169-2ffb2eb0f86b"
                 }
             ],
             "name": "nf-core/mag"
@@ -134,26 +134,26 @@
             ],
             "creator": [
                 {
-                    "@id": "https://orcid.org/0000-0001-9807-1082"
+                    "@id": "#68351153+CarsonJM@users.noreply.github.com"
                 },
                 {
-                    "@id": "#68351153+CarsonJM@users.noreply.github.com"
+                    "@id": "#jfy133@gmail.com"
                 },
                 {
                     "@id": "https://orcid.org/0000-0003-0603-7907"
                 },
                 {
-                    "@id": "#42973691+d4straub@users.noreply.github.com"
+                    "@id": "#jfy133@gmail.com"
                 },
                 {
-                    "@id": "#jfy133@gmail.com"
+                    "@id": "https://orcid.org/0000-0001-9807-1082"
                 },
                 {
-                    "@id": "#jfy133@gmail.com"
+                    "@id": "#42973691+d4straub@users.noreply.github.com"
                 }
             ],
             "dateCreated": "",
-            "dateModified": "2025-07-16T14:34:55Z",
+            "dateModified": "2025-09-17T10:14:42Z",
             "dct:conformsTo": "https://bioschemas.org/profiles/ComputationalWorkflow/1.0-RELEASE/",
             "keywords": [
                 "nf-core",
@@ -172,16 +172,16 @@
             ],
             "maintainer": [
                 {
-                    "@id": "https://orcid.org/0000-0001-9807-1082"
+                    "@id": "#jfy133@gmail.com"
                 },
                 {
                     "@id": "https://orcid.org/0000-0003-0603-7907"
                 },
                 {
-                    "@id": "#42973691+d4straub@users.noreply.github.com"
+                    "@id": "https://orcid.org/0000-0001-9807-1082"
                 },
                 {
-                    "@id": "#jfy133@gmail.com"
+                    "@id": "#42973691+d4straub@users.noreply.github.com"
                 }
             ],
             "name": [
@@ -195,10 +195,10 @@
             },
             "url": [
                 "https://github.com/nf-core/mag",
-                "https://nf-co.re/mag/dev/"
+                "https://nf-co.re/mag/5.0.0/"
             ],
             "version": [
-                "4.1.0dev"
+                "5.0.0"
             ]
         },
         {
@@ -214,11 +214,11 @@
             "version": "!>=25.04.2"
         },
         {
-            "@id": "#40639c8f-007b-4d1f-9dbc-f1bae55e1e07",
+            "@id": "#2b8da03d-be10-4987-b169-2ffb2eb0f86b",
             "@type": "TestSuite",
             "instance": [
                 {
-                    "@id": "#b78b6668-1203-44ee-98af-91f6d390deb8"
+                    "@id": "#fce37383-128f-46a3-9b86-de2da9fdd49b"
                 }
             ],
             "mainEntity": {
@@ -227,7 +227,7 @@
             "name": "Test suite for nf-core/mag"
         },
         {
-            "@id": "#b78b6668-1203-44ee-98af-91f6d390deb8",
+            "@id": "#fce37383-128f-46a3-9b86-de2da9fdd49b",
             "@type": "TestInstance",
             "name": "GitHub Actions workflow for testing nf-core/mag",
             "resource": "repos/nf-core/mag/actions/workflows/nf-test.yml",
@@ -365,18 +365,18 @@
             "name": "nf-core",
             "url": "https://nf-co.re/"
         },
-        {
-            "@id": "https://orcid.org/0000-0001-9807-1082",
-            "@type": "Person",
-            "email": "gourlehadrien@gmail.com",
-            "name": "Hadrien Gourl\u00e9"
-        },
         {
             "@id": "#68351153+CarsonJM@users.noreply.github.com",
             "@type": "Person",
             "email": "68351153+CarsonJM@users.noreply.github.com",
             "name": "Carson J Miller"
         },
+        {
+            "@id": "#jfy133@gmail.com",
+            "@type": "Person",
+            "email": "jfy133@gmail.com",
+            "name": "James Fellows Yates"
+        },
         {
             "@id": "https://orcid.org/0000-0003-0603-7907",
             "@type": "Person",
@@ -384,16 +384,16 @@
             "name": "Sabrina Krakau"
         },
         {
-            "@id": "#42973691+d4straub@users.noreply.github.com",
+            "@id": "https://orcid.org/0000-0001-9807-1082",
             "@type": "Person",
-            "email": "42973691+d4straub@users.noreply.github.com",
-            "name": "Daniel Straub"
+            "email": "gourlehadrien@gmail.com",
+            "name": "Hadrien Gourl\u00e9"
         },
         {
-            "@id": "#jfy133@gmail.com",
+            "@id": "#42973691+d4straub@users.noreply.github.com",
             "@type": "Person",
-            "email": "jfy133@gmail.com",
-            "name": "James A. Fellows Yates"
+            "email": "42973691+d4straub@users.noreply.github.com",
+            "name": "Daniel Straub"
         }
     ]
 }
\ No newline at end of file

From 2b7d4ca3a8d2054c547104a053e2ab89e11ad471 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 17 Sep 2025 10:42:18 +0200
Subject: [PATCH 132/288] Update metromap, deprecate old diagram, use metromap
 in README

---
 README.md                                     |   7 +-
 assets/multiqc_config.yml                     | 154 +++++-----
 docs/images/mag_metromap_dark.png             | Bin 984833 -> 1025833 bytes
 docs/images/mag_metromap_dark.svg             | 271 +++++++++++++-----
 docs/images/mag_metromap_light.png            | Bin 990559 -> 1031118 bytes
 docs/images/mag_metromap_light.svg            | 219 ++++++++++----
 ..._dark.png => mag_workflow_dark_v4_0_0.png} | Bin
 ..._dark.svg => mag_workflow_dark_v4_0_0.svg} |   0
 ...g_workflow.png => mag_workflow_v4_0_0.png} | Bin
 ...g_workflow.svg => mag_workflow_v4_0_0.svg} |   0
 10 files changed, 442 insertions(+), 209 deletions(-)
 rename docs/images/{mag_workflow_dark.png => mag_workflow_dark_v4_0_0.png} (100%)
 rename docs/images/{mag_workflow_dark.svg => mag_workflow_dark_v4_0_0.svg} (100%)
 rename docs/images/{mag_workflow.png => mag_workflow_v4_0_0.png} (100%)
 rename docs/images/{mag_workflow.svg => mag_workflow_v4_0_0.svg} (100%)

diff --git a/README.md b/README.md
index ddc1428ca..7008916e8 100644
--- a/README.md
+++ b/README.md
@@ -25,8 +25,11 @@
 
 **nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.
 
-<p align="center">
-    <img src="docs/images/mag_workflow.png" alt="nf-core/mag workflow overview" width="90%">
+<p>
+  <picture>
+    <source media="(prefers-color-scheme: dark)" srcset="docs/images/mag_metromap_dark.png">
+    <img alt="nf-core/mag metromap diagram" src="docs/images/mag_metromap_light.png">
+  </picture>
 </p>
 
 ## Pipeline summary
diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index bf86e4688..4e08b07c8 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -1,7 +1,7 @@
 report_comment: >
-  This report has been generated by the <a href="https://github.com/nf-core/mag/tree/dev"
+  This report has been generated by the <a href="https://github.com/nf-core/mag/releases/tag/5.0.0"
   target="_blank">nf-core/mag</a> analysis pipeline. For information about how to
-  interpret these results, please see the <a href="https://nf-co.re/mag/dev/docs/output"
+  interpret these results, please see the <a href="https://nf-co.re/mag/5.0.0/docs/output"
   target="_blank">documentation</a>.
 report_section_order:
   "nf-core-mag-methods-description":
@@ -17,77 +17,77 @@ disable_version_detection: true
 data_format: "yaml"
 
 run_modules:
-  - fastqc
-  - fastp
-  - adapterremoval
-  - custom_content
-  - bowtie2
-  - busco
-  - quast
-  - prokka
-  - porechop
-  - filtlong
-  - trimmomatic
-  - checkm
-  - checkm2
-  - gtdbtk
+- fastqc
+- fastp
+- adapterremoval
+- custom_content
+- bowtie2
+- busco
+- quast
+- prokka
+- porechop
+- filtlong
+- trimmomatic
+- checkm
+- checkm2
+- gtdbtk
 
 ## Module order
 top_modules:
-  - "fastqc":
-      name: "FastQC: raw reads"
-      path_filters_exclude:
-        - "*trimmed*"
-  - "fastp"
-  - "adapterremoval"
-  - "trimmomatic"
-  - "porechop"
-  - "filtlong"
-  - "fastqc":
-      name: "FastQC: after preprocessing"
-      info: "After trimming and, if requested, contamination removal."
-      path_filters:
-        - "*trimmed*"
-  - "bowtie2":
-      name: "Bowtie2: PhiX removal"
-      info: "Mapping statistics of reads mapped against PhiX and subsequently removed."
-      path_filters:
-        - "*_phix_removed.bowtie2.log"
-  - "bowtie2":
-      name: "Bowtie2: host removal"
-      info: "Mapping statistics of reads mapped against host genome and subsequently
-        removed."
-      path_filters:
-        - "*_host_removed.bowtie2.log"
-  - "quast":
-      name: "QUAST: assembly"
-      info: "Assembly statistics of raw assemblies."
-      path_filters:
-        - "*rawassemblies.tsv"
-  - "bowtie2":
-      name: "Bowtie2: assembly"
-      info: "Mapping statistics of reads mapped against assemblies."
-      path_filters_exclude:
-        - "*_host_removed.bowtie2.log"
-        - "*_phix_removed.bowtie2.log"
-  - "bcftools"
-  - custom_content
-  - "quast":
-      name: "QUAST: bins"
-      info: "Assembly statistics of binned assemblies."
-      path_filters_exclude:
-        - "*rawassemblies.tsv"
-  - "busco":
-      info: "assesses genome assembly and annotation completeness with Benchmarking
-        Universal Single-Copy Orthologs. In case BUSCO's automated lineage selection
-        was used, only generic results for the selected domain are shown and only for
-        genome bins and kept, unbinned contigs for which the BUSCO analysis was successfull,
-        i.e. not for contigs for which no BUSCO genes could be found. Bins for which
-        a specific virus lineage was selected are also not shown."
-  - "checkm"
-  - "checkm2"
-  - "prokka"
-  - "gtdbtk"
+- "fastqc":
+    name: "FastQC: raw reads"
+    path_filters_exclude:
+    - "*trimmed*"
+- "fastp"
+- "adapterremoval"
+- "trimmomatic"
+- "porechop"
+- "filtlong"
+- "fastqc":
+    name: "FastQC: after preprocessing"
+    info: "After trimming and, if requested, contamination removal."
+    path_filters:
+    - "*trimmed*"
+- "bowtie2":
+    name: "Bowtie2: PhiX removal"
+    info: "Mapping statistics of reads mapped against PhiX and subsequently removed."
+    path_filters:
+    - "*_phix_removed.bowtie2.log"
+- "bowtie2":
+    name: "Bowtie2: host removal"
+    info: "Mapping statistics of reads mapped against host genome and subsequently
+      removed."
+    path_filters:
+    - "*_host_removed.bowtie2.log"
+- "quast":
+    name: "QUAST: assembly"
+    info: "Assembly statistics of raw assemblies."
+    path_filters:
+    - "*rawassemblies.tsv"
+- "bowtie2":
+    name: "Bowtie2: assembly"
+    info: "Mapping statistics of reads mapped against assemblies."
+    path_filters_exclude:
+    - "*_host_removed.bowtie2.log"
+    - "*_phix_removed.bowtie2.log"
+- "bcftools"
+- custom_content
+- "quast":
+    name: "QUAST: bins"
+    info: "Assembly statistics of binned assemblies."
+    path_filters_exclude:
+    - "*rawassemblies.tsv"
+- "busco":
+    info: "assesses genome assembly and annotation completeness with Benchmarking
+      Universal Single-Copy Orthologs. In case BUSCO's automated lineage selection
+      was used, only generic results for the selected domain are shown and only for
+      genome bins and kept, unbinned contigs for which the BUSCO analysis was successfull,
+      i.e. not for contigs for which no BUSCO genes could be found. Bins for which
+      a specific virus lineage was selected are also not shown."
+- "checkm"
+- "checkm2"
+- "prokka"
+- "gtdbtk"
 
 custom_data:
   host_removal:
@@ -115,13 +115,13 @@ sp:
 
 ## File name cleaning
 extra_fn_clean_exts:
-  - ".bowtie2"
-  - "_ar2"
-  - "host_removed"
-  - "phix_removed"
-  - "_fastp"
-  - "_trimmomatic_trim.log"
-  - "_trimmomatic_trim"
+- ".bowtie2"
+- "_ar2"
+- "host_removed"
+- "phix_removed"
+- "_fastp"
+- "_trimmomatic_trim.log"
+- "_trimmomatic_trim"
 
 ## Prettification
 custom_logo: "mag_logo_mascot_light.png"
diff --git a/docs/images/mag_metromap_dark.png b/docs/images/mag_metromap_dark.png
index f85a5c3b47248c0ec5afeb1f48324bb505ba29d0..ec4233c9eceb498f2f2ea2ceb1bc9a974f3ebcd7 100644
GIT binary patch
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From e5739e6c431add2d73ff04eb04f25f60f8730e0b Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 17 Sep 2025 10:45:37 +0200
Subject: [PATCH 133/288] nicer HiRSE badge

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 7008916e8..6ff51b6ee 100644
--- a/README.md
+++ b/README.md
@@ -19,7 +19,7 @@
 
 [![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)
 
-![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?style=plastic&label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)
+![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)
 
 ## Introduction
 

From c1701120f6766986f68a36501efd53e6ec8b6684 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 17 Sep 2025 10:49:06 +0200
Subject: [PATCH 134/288] Fix ro crate REAMDE change

---
 ro-crate-metadata.json | 50 +++++++++++++++++++++---------------------
 1 file changed, 25 insertions(+), 25 deletions(-)

diff --git a/ro-crate-metadata.json b/ro-crate-metadata.json
index 4304cb687..a8b9ca988 100644
--- a/ro-crate-metadata.json
+++ b/ro-crate-metadata.json
@@ -22,8 +22,8 @@
             "@id": "./",
             "@type": "Dataset",
             "creativeWorkStatus": "Stable",
-            "datePublished": "2025-09-17T08:14:42+00:00",
-            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.3.2-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.3.2)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?style=plastic&label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p align=\"center\">\n    <img src=\"docs/images/mag_workflow.png\" alt=\"nf-core/mag workflow overview\" width=\"90%\">\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), and/or with [CONCOCT](https://github.com/BinPro/CONCOCT), and checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/).\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>\n```\n\nor\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [@willros](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
+            "datePublished": "2025-09-17T08:48:52+00:00",
+            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.3.2-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.3.2)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), and/or with [CONCOCT](https://github.com/BinPro/CONCOCT), and checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/).\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>\n```\n\nor\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [@willros](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
             "hasPart": [
                 {
                     "@id": "main.nf"
@@ -105,7 +105,7 @@
             },
             "mentions": [
                 {
-                    "@id": "#2b8da03d-be10-4987-b169-2ffb2eb0f86b"
+                    "@id": "#b06efbe1-9bdb-4787-a085-2fba15ff6830"
                 }
             ],
             "name": "nf-core/mag"
@@ -134,26 +134,26 @@
             ],
             "creator": [
                 {
-                    "@id": "#68351153+CarsonJM@users.noreply.github.com"
+                    "@id": "https://orcid.org/0000-0001-9807-1082"
                 },
                 {
-                    "@id": "#jfy133@gmail.com"
+                    "@id": "https://orcid.org/0000-0003-0603-7907"
                 },
                 {
-                    "@id": "https://orcid.org/0000-0003-0603-7907"
+                    "@id": "#68351153+CarsonJM@users.noreply.github.com"
                 },
                 {
                     "@id": "#jfy133@gmail.com"
                 },
                 {
-                    "@id": "https://orcid.org/0000-0001-9807-1082"
+                    "@id": "#jfy133@gmail.com"
                 },
                 {
                     "@id": "#42973691+d4straub@users.noreply.github.com"
                 }
             ],
             "dateCreated": "",
-            "dateModified": "2025-09-17T10:14:42Z",
+            "dateModified": "2025-09-17T10:48:52Z",
             "dct:conformsTo": "https://bioschemas.org/profiles/ComputationalWorkflow/1.0-RELEASE/",
             "keywords": [
                 "nf-core",
@@ -172,13 +172,13 @@
             ],
             "maintainer": [
                 {
-                    "@id": "#jfy133@gmail.com"
+                    "@id": "https://orcid.org/0000-0001-9807-1082"
                 },
                 {
                     "@id": "https://orcid.org/0000-0003-0603-7907"
                 },
                 {
-                    "@id": "https://orcid.org/0000-0001-9807-1082"
+                    "@id": "#jfy133@gmail.com"
                 },
                 {
                     "@id": "#42973691+d4straub@users.noreply.github.com"
@@ -214,11 +214,11 @@
             "version": "!>=25.04.2"
         },
         {
-            "@id": "#2b8da03d-be10-4987-b169-2ffb2eb0f86b",
+            "@id": "#b06efbe1-9bdb-4787-a085-2fba15ff6830",
             "@type": "TestSuite",
             "instance": [
                 {
-                    "@id": "#fce37383-128f-46a3-9b86-de2da9fdd49b"
+                    "@id": "#6b813cf7-1d5b-4c6e-abaa-44d5c747248d"
                 }
             ],
             "mainEntity": {
@@ -227,7 +227,7 @@
             "name": "Test suite for nf-core/mag"
         },
         {
-            "@id": "#fce37383-128f-46a3-9b86-de2da9fdd49b",
+            "@id": "#6b813cf7-1d5b-4c6e-abaa-44d5c747248d",
             "@type": "TestInstance",
             "name": "GitHub Actions workflow for testing nf-core/mag",
             "resource": "repos/nf-core/mag/actions/workflows/nf-test.yml",
@@ -366,16 +366,10 @@
             "url": "https://nf-co.re/"
         },
         {
-            "@id": "#68351153+CarsonJM@users.noreply.github.com",
-            "@type": "Person",
-            "email": "68351153+CarsonJM@users.noreply.github.com",
-            "name": "Carson J Miller"
-        },
-        {
-            "@id": "#jfy133@gmail.com",
+            "@id": "https://orcid.org/0000-0001-9807-1082",
             "@type": "Person",
-            "email": "jfy133@gmail.com",
-            "name": "James Fellows Yates"
+            "email": "gourlehadrien@gmail.com",
+            "name": "Hadrien Gourl\u00e9"
         },
         {
             "@id": "https://orcid.org/0000-0003-0603-7907",
@@ -384,10 +378,16 @@
             "name": "Sabrina Krakau"
         },
         {
-            "@id": "https://orcid.org/0000-0001-9807-1082",
+            "@id": "#68351153+CarsonJM@users.noreply.github.com",
             "@type": "Person",
-            "email": "gourlehadrien@gmail.com",
-            "name": "Hadrien Gourl\u00e9"
+            "email": "68351153+CarsonJM@users.noreply.github.com",
+            "name": "Carson J Miller"
+        },
+        {
+            "@id": "#jfy133@gmail.com",
+            "@type": "Person",
+            "email": "jfy133@gmail.com",
+            "name": "James A. Fellows Yates"
         },
         {
             "@id": "#42973691+d4straub@users.noreply.github.com",

From 9f9e1694386d26a8cf6e237d1f3aaeeda57ce9b1 Mon Sep 17 00:00:00 2001
From: nf-core-bot <core@nf-co.re>
Date: Wed, 17 Sep 2025 08:47:36 +0000
Subject: [PATCH 135/288] [automated] Fix code linting

---
 .nf-core.yml              |  10 +--
 assets/multiqc_config.yml | 150 +++++++++++++++++++-------------------
 2 files changed, 80 insertions(+), 80 deletions(-)

diff --git a/.nf-core.yml b/.nf-core.yml
index 8c8e34349..910587414 100644
--- a/.nf-core.yml
+++ b/.nf-core.yml
@@ -1,11 +1,11 @@
 lint:
   files_unchanged:
-  - lib/NfcoreTemplate.groovy
-  - .github/PULL_REQUEST_TEMPLATE.md
+    - lib/NfcoreTemplate.groovy
+    - .github/PULL_REQUEST_TEMPLATE.md
   nextflow_config:
-  - config_defaults:
-    - params.phix_reference
-    - params.lambda_reference
+    - config_defaults:
+        - params.phix_reference
+        - params.lambda_reference
 nf_core_version: 3.3.2
 repository_type: pipeline
 template:
diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index 4e08b07c8..633d2b311 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -17,77 +17,77 @@ disable_version_detection: true
 data_format: "yaml"
 
 run_modules:
-- fastqc
-- fastp
-- adapterremoval
-- custom_content
-- bowtie2
-- busco
-- quast
-- prokka
-- porechop
-- filtlong
-- trimmomatic
-- checkm
-- checkm2
-- gtdbtk
+  - fastqc
+  - fastp
+  - adapterremoval
+  - custom_content
+  - bowtie2
+  - busco
+  - quast
+  - prokka
+  - porechop
+  - filtlong
+  - trimmomatic
+  - checkm
+  - checkm2
+  - gtdbtk
 
 ## Module order
 top_modules:
-- "fastqc":
-    name: "FastQC: raw reads"
-    path_filters_exclude:
-    - "*trimmed*"
-- "fastp"
-- "adapterremoval"
-- "trimmomatic"
-- "porechop"
-- "filtlong"
-- "fastqc":
-    name: "FastQC: after preprocessing"
-    info: "After trimming and, if requested, contamination removal."
-    path_filters:
-    - "*trimmed*"
-- "bowtie2":
-    name: "Bowtie2: PhiX removal"
-    info: "Mapping statistics of reads mapped against PhiX and subsequently removed."
-    path_filters:
-    - "*_phix_removed.bowtie2.log"
-- "bowtie2":
-    name: "Bowtie2: host removal"
-    info: "Mapping statistics of reads mapped against host genome and subsequently
-      removed."
-    path_filters:
-    - "*_host_removed.bowtie2.log"
-- "quast":
-    name: "QUAST: assembly"
-    info: "Assembly statistics of raw assemblies."
-    path_filters:
-    - "*rawassemblies.tsv"
-- "bowtie2":
-    name: "Bowtie2: assembly"
-    info: "Mapping statistics of reads mapped against assemblies."
-    path_filters_exclude:
-    - "*_host_removed.bowtie2.log"
-    - "*_phix_removed.bowtie2.log"
-- "bcftools"
-- custom_content
-- "quast":
-    name: "QUAST: bins"
-    info: "Assembly statistics of binned assemblies."
-    path_filters_exclude:
-    - "*rawassemblies.tsv"
-- "busco":
-    info: "assesses genome assembly and annotation completeness with Benchmarking
-      Universal Single-Copy Orthologs. In case BUSCO's automated lineage selection
-      was used, only generic results for the selected domain are shown and only for
-      genome bins and kept, unbinned contigs for which the BUSCO analysis was successfull,
-      i.e. not for contigs for which no BUSCO genes could be found. Bins for which
-      a specific virus lineage was selected are also not shown."
-- "checkm"
-- "checkm2"
-- "prokka"
-- "gtdbtk"
+  - "fastqc":
+      name: "FastQC: raw reads"
+      path_filters_exclude:
+        - "*trimmed*"
+  - "fastp"
+  - "adapterremoval"
+  - "trimmomatic"
+  - "porechop"
+  - "filtlong"
+  - "fastqc":
+      name: "FastQC: after preprocessing"
+      info: "After trimming and, if requested, contamination removal."
+      path_filters:
+        - "*trimmed*"
+  - "bowtie2":
+      name: "Bowtie2: PhiX removal"
+      info: "Mapping statistics of reads mapped against PhiX and subsequently removed."
+      path_filters:
+        - "*_phix_removed.bowtie2.log"
+  - "bowtie2":
+      name: "Bowtie2: host removal"
+      info: "Mapping statistics of reads mapped against host genome and subsequently
+        removed."
+      path_filters:
+        - "*_host_removed.bowtie2.log"
+  - "quast":
+      name: "QUAST: assembly"
+      info: "Assembly statistics of raw assemblies."
+      path_filters:
+        - "*rawassemblies.tsv"
+  - "bowtie2":
+      name: "Bowtie2: assembly"
+      info: "Mapping statistics of reads mapped against assemblies."
+      path_filters_exclude:
+        - "*_host_removed.bowtie2.log"
+        - "*_phix_removed.bowtie2.log"
+  - "bcftools"
+  - custom_content
+  - "quast":
+      name: "QUAST: bins"
+      info: "Assembly statistics of binned assemblies."
+      path_filters_exclude:
+        - "*rawassemblies.tsv"
+  - "busco":
+      info: "assesses genome assembly and annotation completeness with Benchmarking
+        Universal Single-Copy Orthologs. In case BUSCO's automated lineage selection
+        was used, only generic results for the selected domain are shown and only for
+        genome bins and kept, unbinned contigs for which the BUSCO analysis was successfull,
+        i.e. not for contigs for which no BUSCO genes could be found. Bins for which
+        a specific virus lineage was selected are also not shown."
+  - "checkm"
+  - "checkm2"
+  - "prokka"
+  - "gtdbtk"
 
 custom_data:
   host_removal:
@@ -115,13 +115,13 @@ sp:
 
 ## File name cleaning
 extra_fn_clean_exts:
-- ".bowtie2"
-- "_ar2"
-- "host_removed"
-- "phix_removed"
-- "_fastp"
-- "_trimmomatic_trim.log"
-- "_trimmomatic_trim"
+  - ".bowtie2"
+  - "_ar2"
+  - "host_removed"
+  - "phix_removed"
+  - "_fastp"
+  - "_trimmomatic_trim.log"
+  - "_trimmomatic_trim"
 
 ## Prettification
 custom_logo: "mag_logo_mascot_light.png"

From f414caa8444fd15eb254bf035d85bd7443ca6d57 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 17 Sep 2025 12:54:30 +0200
Subject: [PATCH 136/288] Remove short-read profiling from metormap

---
 docs/images/mag_metromap_dark.png  | Bin 1025833 -> 971131 bytes
 docs/images/mag_metromap_dark.svg  | 137 +++--------------------------
 docs/images/mag_metromap_light.png | Bin 1031118 -> 976456 bytes
 docs/images/mag_metromap_light.svg | 135 +++-------------------------
 4 files changed, 25 insertions(+), 247 deletions(-)

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@@ -985,21 +951,6 @@
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          style="fill:#ffffff;stroke:#000000;stroke-width:2.64583;stroke-linecap:round;stroke-miterlimit:4;stroke-dasharray:none;paint-order:stroke markers fill;stop-color:#000000"
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-         cx="253.80615"
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-         r="2.6458333" /><text
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-           sodipodi:role="line"
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-           style="fill:#000000;stroke:none;stroke-width:0.661458"
-           x="248.19275"
-           y="78.578026">Krona</tspan></text><circle
-         style="fill:#ffffff;stroke:#000000;stroke-width:2.64583;stroke-linecap:round;stroke-miterlimit:4;stroke-dasharray:none;paint-order:stroke markers fill;stop-color:#000000"
          id="path3447-1-96"
          cx="80.086502"
          cy="100.66588"
@@ -1025,37 +976,7 @@
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            x="80.213501"
            y="118.14587"
-           id="tspan2">Trimmomatic</tspan></text><g
-         id="g27219-1"
-         transform="rotate(180,117.20014,88.963213)"
-         style="fill:#ffffff"><g
-           id="g6499-4"
-           transform="translate(-71.437497,78.58125)"
-           style="fill:#ffffff"><circle
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-             id="rect4970-0"
-             width="2.9104142"
-             height="3.7041671"
-             x="89.693748"
-             y="16.668751" /><path
-             style="fill:#ffffff;stroke:#000000;stroke-width:1.32292;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-opacity:1"
-             d="m 89.164583,16.66875 v 3.704167"
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-             sodipodi:nodetypes="cc" /><path
-             style="fill:#ffffff;stroke:#000000;stroke-width:1.32292;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-opacity:1"
-             d="m 93.265627,16.66875 v 3.704167"
-             id="path5027-9-1-8"
-             sodipodi:nodetypes="cc" /></g></g><text
+           id="tspan2">Trimmomatic</tspan></text><text
          xml:space="preserve"
          style="font-size:4.23333px;line-height:1;font-family:'Maven Pro';-inkscape-font-specification:'Maven Pro';text-decoration-color:#000000;letter-spacing:0px;fill:#000000;stroke:none;stroke-width:0.661458;paint-order:stroke markers fill"
          x="214.95869"
@@ -1247,23 +1168,6 @@
            x="249.28235"
            y="111.11007"
            id="tspan11-0-6-3">QUAST</tspan></text><g
-         id="g4"
-         transform="translate(-8.9956119,-19.843822)"><circle
-           style="fill:none;fill-opacity:1;stroke:#000000;stroke-width:0.529167;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:stroke markers fill"
-           id="path4-8-8"
-           cx="205.75325"
-           cy="82.993179"
-           r="3.3072956" /><text
-           xml:space="preserve"
-           style="font-size:4.23333px;line-height:1;font-family:'Maven Pro';-inkscape-font-specification:'Maven Pro';text-align:center;text-decoration-color:#000000;letter-spacing:0px;text-anchor:middle;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.529167;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:stroke markers fill"
-           x="205.83792"
-           y="84.407112"
-           id="text5-3-0"><tspan
-             sodipodi:role="line"
-             id="tspan5-0-8"
-             style="font-weight:bold;font-size:4.23333px;fill:#000000;stroke:none;stroke-width:0.529167"
-             x="205.83792"
-             y="84.407112">3</tspan></text></g><g
          id="g3"
          transform="translate(95.312937,38.970641)"><circle
            style="fill:none;fill-opacity:1;stroke:#000000;stroke-width:0.529167;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:stroke markers fill"
@@ -1280,7 +1184,7 @@
              id="tspan5-7-8-0"
              style="font-weight:bold;font-size:4.23333px;fill:#000000;stroke:none;stroke-width:0.529167"
              x="205.68629"
-             y="124.69932">4</tspan></text></g><circle
+             y="124.69932">3</tspan></text></g><circle
          style="fill:none;fill-opacity:1;stroke:#000000;stroke-width:0.529167;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:stroke markers fill"
          id="path4-9-1"
          cx="318.73013"
@@ -1295,7 +1199,7 @@
            id="tspan5-5-5"
            style="font-weight:bold;font-size:4.23333px;fill:#000000;stroke:none;stroke-width:0.529167"
            x="318.8147"
-           y="128.63145">5</tspan></text><g
+           y="128.63145">4</tspan></text><g
          transform="matrix(0.14205536,0,0,-0.14205536,-32.755406,368.08489)"
          id="g10541"><path
            id="path10543"
@@ -1640,7 +1544,7 @@
            id="tspan5-7-9-6"
            style="font-weight:bold;font-size:4.23333px;fill:#000000;stroke:none;stroke-width:0.529167"
            x="43.571808"
-           y="204.97794">6</tspan></text><g
+           y="204.97794">5</tspan></text><g
          id="g25"
          style="fill:none;fill-opacity:0.301961;stroke:#039541;stroke-opacity:1"
          transform="matrix(0,-1,-1,0,248.59766,331.778)"><path
@@ -1802,7 +1706,7 @@
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              style="font-weight:bold;font-size:4.23333px;fill:#000000;stroke:none;stroke-width:0.529167"
              x="237.96053"
-             y="209.02425">8</tspan></text></g><g
+             y="209.02425">7</tspan></text></g><g
          id="g21"
          transform="translate(-12.149632,66.362218)"><circle
            style="fill:none;fill-opacity:1;stroke:#000000;stroke-width:0.529167;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:stroke markers fill"
@@ -1819,7 +1723,7 @@
              id="tspan5-7-9-6-7"
              style="font-weight:bold;font-size:4.23333px;fill:#000000;stroke:none;stroke-width:0.529167"
              x="238.09065"
-             y="240.73297">9</tspan></text></g><g
+             y="240.73297">8</tspan></text></g><g
          id="g25-7-6-1-1-3-8"
          style="fill:none;fill-opacity:0.301961;stroke:#039541;stroke-opacity:1"
          transform="matrix(0,1,1,0,99.163889,182.21378)"><g
@@ -2068,7 +1972,7 @@
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              x="156.11827"
-             y="270.81625">7</tspan></text><text
+             y="270.81625">6</tspan></text><text
            xml:space="preserve"
            style="font-weight:bold;font-size:4.23333px;line-height:1;font-family:MavenPro;-inkscape-font-specification:'MavenPro Bold';text-decoration-color:#000000;letter-spacing:0px;fill:#000000;stroke:none;stroke-width:0.529167;stroke-linecap:round;paint-order:stroke markers fill"
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@@ -2152,7 +2056,7 @@
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                  style="font-weight:bold;font-size:4.23333px;fill:#000000;stroke:none;stroke-width:0.529167"
                  x="343.29654"
-                 y="239.60266">10</tspan></text></g><circle
+                 y="239.60266">9</tspan></text></g><circle
              style="fill:#ffffff;stroke:#000000;stroke-width:2.64583;stroke-linecap:round;stroke-miterlimit:4;stroke-dasharray:none;paint-order:stroke markers fill;stop-color:#000000"
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@@ -2181,21 +2085,6 @@
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-           sodipodi:role="line"
-           id="tspan20"
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-           x="203.20033"
-           y="62.501659">Short read </tspan><tspan
-           sodipodi:role="line"
-           style="stroke-width:0.529167"
-           x="203.20033"
-           y="66.734993"
-           id="tspan27">taxonomic classification</tspan></text><text
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From 88dcdfe916f4860b7f618b5706ab1334f3ab8af6 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 17 Sep 2025 12:54:50 +0200
Subject: [PATCH 137/288] Update all snapshots to include latest pipeline
 version, standarding MultiQC snapshot

---
 tests/.nftignore                              |   2 +-
 tests/default.nf.test                         |  11 +-
 tests/default.nf.test.snap                    | 253 +++++++++++++++++-
 tests/test_alternatives.nf.test.snap          |   9 +-
 tests/test_assembly_input.nf.test.snap        |   9 +-
 tests/test_hybrid.nf.test.snap                |   7 +-
 tests/test_longreadonly.nf.test.snap          |  19 +-
 ...est_longreadonly_alternatives.nf.test.snap |   7 +-
 tests/test_minimal.nf.test                    |  10 +-
 tests/test_minimal.nf.test.snap               | 228 ++++++++--------
 tests/test_single_end.nf.test                 |  11 +-
 tests/test_single_end.nf.test.snap            | 197 +++++++++++++-
 12 files changed, 612 insertions(+), 151 deletions(-)

diff --git a/tests/.nftignore b/tests/.nftignore
index 37f07362b..109b1891a 100644
--- a/tests/.nftignore
+++ b/tests/.nftignore
@@ -9,7 +9,7 @@ GenomeBinning/QC/CheckM2/*/checkm2.log
 multiqc/multiqc_data/BETA-multiqc.parquet
 multiqc/multiqc_data/fastqc_top_overrepresented_sequences_table.txt
 multiqc/multiqc_data/multiqc_data.json
-multiqc/multiqc_data/multiqc_software_versions.txt
+multiqc/multiqc_data/multiqc_software_versions.{txt,yaml}
 multiqc/multiqc_data/multiqc_sources.{txt,yaml}
 multiqc/multiqc_data/multiqc.log
 multiqc/multiqc_plots/{svg,pdf,png}/*.{svg,pdf,png}
diff --git a/tests/default.nf.test b/tests/default.nf.test
index 8d537a30e..4d8f17c49 100644
--- a/tests/default.nf.test
+++ b/tests/default.nf.test
@@ -14,6 +14,13 @@ nextflow_pipeline {
         }
 
         then {
+            // Output directory: multiqc
+            def stable_name_multiqc = getAllFilesFromDir(
+                params.outdir, include: ['multiqc/**'], relative: true, includeDir: false
+            )
+            def stable_path_multiqc = getAllFilesFromDir(
+                params.outdir, include: ['multiqc/**'], ignoreFile: 'tests/.nftignore'
+            )
             // // stable_name: All files + folders in ${params.outdir}/ with a stable name
             // def stable_name = getAllFilesFromDir(params.outdir, relative: true, includeDir: true, ignore: ['pipeline_info/*.{html,json,txt}'])
             // // stable_path: All files in ${params.outdir}/ with stable content
@@ -29,7 +36,9 @@ nextflow_pipeline {
                     // stable_name,
                     // // All files with stable contents
                     // stable_path
-                ).match() }
+                ).match() },
+                { assert snapshot(stable_name_multiqc, stable_path_multiqc).match('multiqc') },
+
             )
         }
     }
diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index f20fe961e..45b8d2ac7 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -135,7 +135,7 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v4.1.0dev"
+                    "nf-core/mag": "v5.0.0"
                 }
             }
         ],
@@ -143,6 +143,255 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-16T18:10:16.289599563"
+        "timestamp": "2025-09-17T10:26:37.283784432"
+    },
+    "multiqc": {
+        "content": [
+            [
+                "multiqc/multiqc_data/BETA-multiqc.parquet",
+                "multiqc/multiqc_data/bowtie2_pe_plot.yaml",
+                "multiqc/multiqc_data/busco_plot_bacteria_odb10.yaml",
+                "multiqc/multiqc_data/fastp-insert-size-plot.yaml",
+                "multiqc/multiqc_data/fastp-seq-content-gc-plot_Read_1_After_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-content-gc-plot_Read_1_Before_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-content-gc-plot_Read_2_After_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-content-gc-plot_Read_2_Before_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-content-n-plot_Read_1_After_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-content-n-plot_Read_1_Before_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-content-n-plot_Read_2_After_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-content-n-plot_Read_2_Before_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-quality-plot_Read_1_After_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-quality-plot_Read_1_Before_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-quality-plot_Read_2_After_filtering.yaml",
+                "multiqc/multiqc_data/fastp-seq-quality-plot_Read_2_Before_filtering.yaml",
+                "multiqc/multiqc_data/fastp_filtered_reads_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1-status-check-heatmap.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_base_n_content_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_base_sequence_quality_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_sequence_gc_content_plot_Counts.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_sequence_gc_content_plot_Percentages.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_sequence_quality_scores_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_sequence_counts_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_sequence_duplication_levels_plot.yaml",
+                "multiqc/multiqc_data/fastqc-status-check-heatmap.yaml",
+                "multiqc/multiqc_data/fastqc_per_base_n_content_plot.yaml",
+                "multiqc/multiqc_data/fastqc_per_base_sequence_quality_plot.yaml",
+                "multiqc/multiqc_data/fastqc_per_sequence_gc_content_plot_Counts.yaml",
+                "multiqc/multiqc_data/fastqc_per_sequence_gc_content_plot_Percentages.yaml",
+                "multiqc/multiqc_data/fastqc_per_sequence_quality_scores_plot.yaml",
+                "multiqc/multiqc_data/fastqc_sequence_counts_plot.yaml",
+                "multiqc/multiqc_data/fastqc_sequence_duplication_levels_plot.yaml",
+                "multiqc/multiqc_data/fastqc_sequence_length_distribution_plot.yaml",
+                "multiqc/multiqc_data/gtdbtk-first-table.yaml",
+                "multiqc/multiqc_data/multiqc.log",
+                "multiqc/multiqc_data/multiqc_bowtie2.yaml",
+                "multiqc/multiqc_data/multiqc_bowtie2_bowtie2-2.yaml",
+                "multiqc/multiqc_data/multiqc_busco.yaml",
+                "multiqc/multiqc_data/multiqc_citations.yaml",
+                "multiqc/multiqc_data/multiqc_data.json",
+                "multiqc/multiqc_data/multiqc_fastp.yaml",
+                "multiqc/multiqc_data/multiqc_fastqc.yaml",
+                "multiqc/multiqc_data/multiqc_fastqc_fastqc-1.yaml",
+                "multiqc/multiqc_data/multiqc_general_stats.yaml",
+                "multiqc/multiqc_data/multiqc_gtdbtk.yaml",
+                "multiqc/multiqc_data/multiqc_prokka.yaml",
+                "multiqc/multiqc_data/multiqc_quast.yaml",
+                "multiqc/multiqc_data/multiqc_quast_quast-1.yaml",
+                "multiqc/multiqc_data/multiqc_software_versions.yaml",
+                "multiqc/multiqc_data/multiqc_sources.yaml",
+                "multiqc/multiqc_data/prokka_plot.yaml",
+                "multiqc/multiqc_data/quast_num_contigs.yaml",
+                "multiqc/multiqc_data/quast_table.yaml",
+                "multiqc/multiqc_plots/pdf/bowtie2_pe_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/bowtie2_pe_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/busco_plot_bacteria_odb10-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/busco_plot_bacteria_odb10-pct.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-insert-size-plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-content-gc-plot_Read_1_After_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-content-gc-plot_Read_1_Before_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-content-gc-plot_Read_2_After_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-content-gc-plot_Read_2_Before_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-content-n-plot_Read_1_After_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-content-n-plot_Read_1_Before_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-content-n-plot_Read_2_After_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-content-n-plot_Read_2_Before_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-quality-plot_Read_1_After_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-quality-plot_Read_1_Before_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-quality-plot_Read_2_After_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp-seq-quality-plot_Read_2_Before_filtering.pdf",
+                "multiqc/multiqc_plots/pdf/fastp_filtered_reads_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/fastp_filtered_reads_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1-status-check-heatmap.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_base_n_content_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_base_sequence_quality_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_sequence_gc_content_plot_Counts.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_sequence_gc_content_plot_Percentages.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_sequence_quality_scores_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_sequence_counts_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_sequence_counts_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_sequence_duplication_levels_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-status-check-heatmap.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_base_n_content_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_base_sequence_quality_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_sequence_gc_content_plot_Counts.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_sequence_gc_content_plot_Percentages.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_sequence_quality_scores_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_sequence_counts_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_sequence_counts_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_sequence_duplication_levels_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_sequence_length_distribution_plot.pdf",
+                "multiqc/multiqc_plots/pdf/gtdbtk-first-table.pdf",
+                "multiqc/multiqc_plots/pdf/prokka_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/prokka_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/quast_num_contigs-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/quast_num_contigs-pct.pdf",
+                "multiqc/multiqc_plots/pdf/quast_table.pdf",
+                "multiqc/multiqc_plots/png/bowtie2_pe_plot-cnt.png",
+                "multiqc/multiqc_plots/png/bowtie2_pe_plot-pct.png",
+                "multiqc/multiqc_plots/png/busco_plot_bacteria_odb10-cnt.png",
+                "multiqc/multiqc_plots/png/busco_plot_bacteria_odb10-pct.png",
+                "multiqc/multiqc_plots/png/fastp-insert-size-plot.png",
+                "multiqc/multiqc_plots/png/fastp-seq-content-gc-plot_Read_1_After_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-content-gc-plot_Read_1_Before_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-content-gc-plot_Read_2_After_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-content-gc-plot_Read_2_Before_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-content-n-plot_Read_1_After_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-content-n-plot_Read_1_Before_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-content-n-plot_Read_2_After_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-content-n-plot_Read_2_Before_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-quality-plot_Read_1_After_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-quality-plot_Read_1_Before_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-quality-plot_Read_2_After_filtering.png",
+                "multiqc/multiqc_plots/png/fastp-seq-quality-plot_Read_2_Before_filtering.png",
+                "multiqc/multiqc_plots/png/fastp_filtered_reads_plot-cnt.png",
+                "multiqc/multiqc_plots/png/fastp_filtered_reads_plot-pct.png",
+                "multiqc/multiqc_plots/png/fastqc-1-status-check-heatmap.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_base_n_content_plot.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_base_sequence_quality_plot.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_sequence_gc_content_plot_Counts.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_sequence_gc_content_plot_Percentages.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_sequence_quality_scores_plot.png",
+                "multiqc/multiqc_plots/png/fastqc-1_sequence_counts_plot-cnt.png",
+                "multiqc/multiqc_plots/png/fastqc-1_sequence_counts_plot-pct.png",
+                "multiqc/multiqc_plots/png/fastqc-1_sequence_duplication_levels_plot.png",
+                "multiqc/multiqc_plots/png/fastqc-status-check-heatmap.png",
+                "multiqc/multiqc_plots/png/fastqc_per_base_n_content_plot.png",
+                "multiqc/multiqc_plots/png/fastqc_per_base_sequence_quality_plot.png",
+                "multiqc/multiqc_plots/png/fastqc_per_sequence_gc_content_plot_Counts.png",
+                "multiqc/multiqc_plots/png/fastqc_per_sequence_gc_content_plot_Percentages.png",
+                "multiqc/multiqc_plots/png/fastqc_per_sequence_quality_scores_plot.png",
+                "multiqc/multiqc_plots/png/fastqc_sequence_counts_plot-cnt.png",
+                "multiqc/multiqc_plots/png/fastqc_sequence_counts_plot-pct.png",
+                "multiqc/multiqc_plots/png/fastqc_sequence_duplication_levels_plot.png",
+                "multiqc/multiqc_plots/png/fastqc_sequence_length_distribution_plot.png",
+                "multiqc/multiqc_plots/png/gtdbtk-first-table.png",
+                "multiqc/multiqc_plots/png/prokka_plot-cnt.png",
+                "multiqc/multiqc_plots/png/prokka_plot-pct.png",
+                "multiqc/multiqc_plots/png/quast_num_contigs-cnt.png",
+                "multiqc/multiqc_plots/png/quast_num_contigs-pct.png",
+                "multiqc/multiqc_plots/png/quast_table.png",
+                "multiqc/multiqc_plots/svg/bowtie2_pe_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/bowtie2_pe_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/busco_plot_bacteria_odb10-cnt.svg",
+                "multiqc/multiqc_plots/svg/busco_plot_bacteria_odb10-pct.svg",
+                "multiqc/multiqc_plots/svg/fastp-insert-size-plot.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-content-gc-plot_Read_1_After_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-content-gc-plot_Read_1_Before_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-content-gc-plot_Read_2_After_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-content-gc-plot_Read_2_Before_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-content-n-plot_Read_1_After_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-content-n-plot_Read_1_Before_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-content-n-plot_Read_2_After_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-content-n-plot_Read_2_Before_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-quality-plot_Read_1_After_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-quality-plot_Read_1_Before_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-quality-plot_Read_2_After_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp-seq-quality-plot_Read_2_Before_filtering.svg",
+                "multiqc/multiqc_plots/svg/fastp_filtered_reads_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/fastp_filtered_reads_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1-status-check-heatmap.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_base_n_content_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_base_sequence_quality_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_sequence_gc_content_plot_Counts.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_sequence_gc_content_plot_Percentages.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_sequence_quality_scores_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_sequence_counts_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_sequence_counts_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_sequence_duplication_levels_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc-status-check-heatmap.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_base_n_content_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_base_sequence_quality_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_sequence_gc_content_plot_Counts.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_sequence_gc_content_plot_Percentages.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_sequence_quality_scores_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc_sequence_counts_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/fastqc_sequence_counts_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/fastqc_sequence_duplication_levels_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc_sequence_length_distribution_plot.svg",
+                "multiqc/multiqc_plots/svg/gtdbtk-first-table.svg",
+                "multiqc/multiqc_plots/svg/prokka_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/prokka_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/quast_num_contigs-cnt.svg",
+                "multiqc/multiqc_plots/svg/quast_num_contigs-pct.svg",
+                "multiqc/multiqc_plots/svg/quast_table.svg",
+                "multiqc/multiqc_report.html"
+            ],
+            [
+                "bowtie2_pe_plot.yaml:md5,bfd578b1cdff19b4bf9c05fbdaf239f8",
+                "busco_plot_bacteria_odb10.yaml:md5,fa2cf87b8791ab0376846f34da6a59be",
+                "fastp-insert-size-plot.yaml:md5,000f3d43ff24066e3be550f80acff89f",
+                "fastp-seq-content-gc-plot_Read_1_After_filtering.yaml:md5,5d99f530e0e1c93e5d54c0eb9b86cd60",
+                "fastp-seq-content-gc-plot_Read_1_Before_filtering.yaml:md5,09b51f06f5bdc798443c674f68f53949",
+                "fastp-seq-content-gc-plot_Read_2_After_filtering.yaml:md5,d9542459c792b0a9768a2f5a3042a93d",
+                "fastp-seq-content-gc-plot_Read_2_Before_filtering.yaml:md5,a94689d0900e19230d8c263e5978eab6",
+                "fastp-seq-content-n-plot_Read_1_After_filtering.yaml:md5,957951bbe451cacac85d48d597697b4f",
+                "fastp-seq-content-n-plot_Read_1_Before_filtering.yaml:md5,a38cc6135a7d7de4458db41d6bf43436",
+                "fastp-seq-content-n-plot_Read_2_After_filtering.yaml:md5,fb3851a7953cec1063bf40b893e3b7fe",
+                "fastp-seq-content-n-plot_Read_2_Before_filtering.yaml:md5,933c5868d8df9e922ad9f6b7a97fe8fe",
+                "fastp-seq-quality-plot_Read_1_After_filtering.yaml:md5,98766f6098c458b6ba9e355f676ce5cb",
+                "fastp-seq-quality-plot_Read_1_Before_filtering.yaml:md5,0e82d71edb2260ab2843062066131581",
+                "fastp-seq-quality-plot_Read_2_After_filtering.yaml:md5,2e0bf6982654947a66bd97e2e9357379",
+                "fastp-seq-quality-plot_Read_2_Before_filtering.yaml:md5,52b9a80e2d54c74cf42e1457b6a35e66",
+                "fastp_filtered_reads_plot.yaml:md5,e0eafa6f565479e89f154fecdad7e2a2",
+                "fastqc-1-status-check-heatmap.yaml:md5,b3c880d25448360c266cd38d95feb256",
+                "fastqc-1_per_base_n_content_plot.yaml:md5,43884736276caf0c48f5df6e5a6020dc",
+                "fastqc-1_per_base_sequence_quality_plot.yaml:md5,58c0151ca5f2bf7b66c315b4c34411b4",
+                "fastqc-1_per_sequence_gc_content_plot_Counts.yaml:md5,8860a9d0761e120a8ed94120227ae995",
+                "fastqc-1_per_sequence_gc_content_plot_Percentages.yaml:md5,e7af2f12c1f373d0d12c61eac4bcd03b",
+                "fastqc-1_per_sequence_quality_scores_plot.yaml:md5,deeaf14c3c75158defcdf68cd5607b39",
+                "fastqc-1_sequence_counts_plot.yaml:md5,67444484a360393d1b0f62970c841081",
+                "fastqc-1_sequence_duplication_levels_plot.yaml:md5,479b368ab938a8f0a44c6b9f38517111",
+                "fastqc-status-check-heatmap.yaml:md5,1a113bf07024d2eb4219ecdbb164a0a0",
+                "fastqc_per_base_n_content_plot.yaml:md5,392413c1d25cb579653806a7928f50a2",
+                "fastqc_per_base_sequence_quality_plot.yaml:md5,a0741e2da1a2e2eaf897b327e216c59d",
+                "fastqc_per_sequence_gc_content_plot_Counts.yaml:md5,457985639bd3fa01c8530a4b2f671f83",
+                "fastqc_per_sequence_gc_content_plot_Percentages.yaml:md5,01794ef1554225b567be123c7ae2d4c7",
+                "fastqc_per_sequence_quality_scores_plot.yaml:md5,250af11f394d27f9b2cd91b2c7c5cfbf",
+                "fastqc_sequence_counts_plot.yaml:md5,914b960f91309a956e21c178901982bc",
+                "fastqc_sequence_duplication_levels_plot.yaml:md5,f5e10bf8d1fef04701a2f3d111248b73",
+                "fastqc_sequence_length_distribution_plot.yaml:md5,765a15b429f92f428bb8cd7e01ca6f3f",
+                "gtdbtk-first-table.yaml:md5,a85724855fdd10d39cf62881d0e3b96e",
+                "multiqc_bowtie2.yaml:md5,dbe34bb5e06f65c3cf7af116f1d54a10",
+                "multiqc_bowtie2_bowtie2-2.yaml:md5,ce7dcc767c84616c7ce13a665799e226",
+                "multiqc_busco.yaml:md5,996fb55e9a0fbd86d6fcd123b6ea43a3",
+                "multiqc_citations.yaml:md5,f943df75040e829a06eee01614853a68",
+                "multiqc_fastp.yaml:md5,c2ef27841c4a27e4e2f199d8b6894dca",
+                "multiqc_fastqc.yaml:md5,c856302b60a6c3c3fd5f273ed1a7c967",
+                "multiqc_fastqc_fastqc-1.yaml:md5,b090818c369a65b9218bae720078035c",
+                "multiqc_general_stats.yaml:md5,84faa61854eaad770f15d77216f63c1d",
+                "multiqc_gtdbtk.yaml:md5,77fc2f29858590e6b393926d1578dffb",
+                "multiqc_prokka.yaml:md5,0b2266b5c3919dbfc73d225bd99875eb",
+                "multiqc_quast.yaml:md5,1be7cc2def0a960cbc3c19bdc4504c78",
+                "multiqc_quast_quast-1.yaml:md5,112afa500e827bbf8f0a2ddb31116eb0",
+                "prokka_plot.yaml:md5,039c44d1e3fffbbd4bbd5a13ff92672b",
+                "quast_num_contigs.yaml:md5,9305fc51ab77dc0d988abc15f39c03fa",
+                "quast_table.yaml:md5,2f88ad4d9211db7e8b69ec6520d8af21"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.7"
+        },
+        "timestamp": "2025-09-17T10:26:37.297336648"
     }
 }
\ No newline at end of file
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index 7222180e7..6b352c78a 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -97,7 +97,7 @@
                     "trimmomatic": 0.39
                 },
                 "Workflow": {
-                    "nf-core/mag": "v4.1.0dev"
+                    "nf-core/mag": "v5.0.0"
                 },
                 "r-base": "4.1.3",
                 "r-tidyverse": "1.3.1"
@@ -105,9 +105,9 @@
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2025-08-25T16:23:26.183903562"
+        "timestamp": "2025-09-17T11:03:46.699234025"
     },
     "qc": {
         "content": [
@@ -348,7 +348,6 @@
                 "multiqc_fastqc.yaml:md5,f50da8bfd062b9399911ba19b34831db",
                 "multiqc_fastqc_fastqc-1.yaml:md5,4c2c5a5e7b370b0668c1360b7927d0a8",
                 "multiqc_general_stats.yaml:md5,8b8cbb9d6fe349084e3d2fe2ffdecda8",
-                "multiqc_software_versions.yaml:md5,564206a3a7aa4497248f49c968fb9555",
                 "multiqc_trimmomatic.yaml:md5,d4aaff3725c28801ae0577d97c2f9b30",
                 "trimmomatic_plot.yaml:md5,9557cd587ace0a93912179cb0deafe3b"
             ]
@@ -357,6 +356,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-12T09:28:10.258452793"
+        "timestamp": "2025-09-17T11:03:46.82778828"
     }
 }
\ No newline at end of file
diff --git a/tests/test_assembly_input.nf.test.snap b/tests/test_assembly_input.nf.test.snap
index 79497eb1e..6a6608793 100644
--- a/tests/test_assembly_input.nf.test.snap
+++ b/tests/test_assembly_input.nf.test.snap
@@ -106,7 +106,7 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v4.1.0dev"
+                    "nf-core/mag": "v5.0.0"
                 }
             }
         ],
@@ -114,7 +114,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-16T16:57:33.335881984"
+        "timestamp": "2025-09-17T11:10:20.245021815"
     },
     "multiqc": {
         "content": [
@@ -150,14 +150,13 @@
                 "multiqc_bowtie2_bowtie2-2.yaml:md5,34efd9a91ede5c3d7150b8de2f4c20f0",
                 "multiqc_busco.yaml:md5,bd57c1b4856b5536bf89d54b2d8cd807",
                 "multiqc_citations.yaml:md5,4aaa7714bb3dba1dd50f383c2ae4f4bb",
-                "multiqc_general_stats.yaml:md5,229a87a550a6d00b7496a1200ff53da1",
-                "multiqc_software_versions.yaml:md5,ed8e77d1760b9bf7005e1f46e08444f7"
+                "multiqc_general_stats.yaml:md5,229a87a550a6d00b7496a1200ff53da1"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-16T16:57:33.375548388"
+        "timestamp": "2025-09-17T11:10:20.347779592"
     }
 }
\ No newline at end of file
diff --git a/tests/test_hybrid.nf.test.snap b/tests/test_hybrid.nf.test.snap
index 99fc9b038..4972fe6ce 100644
--- a/tests/test_hybrid.nf.test.snap
+++ b/tests/test_hybrid.nf.test.snap
@@ -135,7 +135,7 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v4.1.0dev"
+                    "nf-core/mag": "v5.0.0"
                 }
             }
         ],
@@ -143,7 +143,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-16T17:14:38.958686318"
+        "timestamp": "2025-09-17T11:21:39.936964082"
     },
     "multiqc": {
         "content": [
@@ -379,7 +379,6 @@
                 "multiqc_prokka.yaml:md5,f7ee4045a273845b501ba15e5fd4d38f",
                 "multiqc_quast.yaml:md5,e5940a0ce6af05da51fe94bc6d7d3901",
                 "multiqc_quast_quast-1.yaml:md5,4fcb2008af9fc15990854d76e6a72ada",
-                "multiqc_software_versions.yaml:md5,e3f70a14f4e69fdf2b0410e2efd5d8ef",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450",
                 "prokka_plot.yaml:md5,229d29dafbf6bde37d8f245dfb535b2e",
                 "quast_num_contigs.yaml:md5,241f678b1df1c1dd0dd58246a073d7dc",
@@ -390,6 +389,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-16T17:14:39.023461578"
+        "timestamp": "2025-09-17T11:21:40.106014691"
     }
 }
\ No newline at end of file
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index 6e575874c..c3de44751 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -116,7 +116,7 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v4.1.0dev"
+                    "nf-core/mag": "v5.0.0"
                 }
             }
         ],
@@ -124,7 +124,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-16T17:30:19.280871935"
+        "timestamp": "2025-09-17T11:46:14.671245566"
     },
     "multiqc": {
         "content": [
@@ -172,21 +172,20 @@
                 "busco_plot_bacteria_odb10.yaml:md5,d99b10ec097d9b2c5965d36323321b58",
                 "multiqc_busco.yaml:md5,be65620d47ba52aeda873e8299c113e0",
                 "multiqc_citations.yaml:md5,a2dc8129fc0a35448c4453633202ae29",
-                "multiqc_general_stats.yaml:md5,9258de9516316f92f0b046a399ca4005",
-                "multiqc_prokka.yaml:md5,7e95c90a1cbc1b4ec18f20d19a0fcdb0",
-                "multiqc_quast.yaml:md5,6fddbac3730cf16c754c48d96da0d7aa",
-                "multiqc_quast_quast-1.yaml:md5,86d00d8a06816fdf6871936dacaa91aa",
-                "multiqc_software_versions.yaml:md5,20ad01ac98a3ccbbad2b58aba7a79618",
+                "multiqc_general_stats.yaml:md5,0bfc3a14b483cbcc7619ec2002842bb8",
+                "multiqc_prokka.yaml:md5,224631d5ec9fb12935a5693f1967fb09",
+                "multiqc_quast.yaml:md5,f026e2047b4ec3d837bf7596a4d6d667",
+                "multiqc_quast_quast-1.yaml:md5,4276ff6c13eb880f4bb5d7e2c228da88",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450",
-                "prokka_plot.yaml:md5,a02a88ab798c94e8f3eab6bd38b0a2d0",
+                "prokka_plot.yaml:md5,28344c4cff3ffa2d1187f11d957b1425",
                 "quast_num_contigs.yaml:md5,710d04c92ddfbfaa827d5592f7adac07",
-                "quast_table.yaml:md5,84e252e0ea771a746a28d584571cd8eb"
+                "quast_table.yaml:md5,34946b4793f31634789bb9c558ac56bb"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-16T17:30:19.321260403"
+        "timestamp": "2025-09-17T11:46:14.713486685"
     }
 }
\ No newline at end of file
diff --git a/tests/test_longreadonly_alternatives.nf.test.snap b/tests/test_longreadonly_alternatives.nf.test.snap
index 4a8c438a5..440294a74 100644
--- a/tests/test_longreadonly_alternatives.nf.test.snap
+++ b/tests/test_longreadonly_alternatives.nf.test.snap
@@ -79,7 +79,7 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v4.1.0dev"
+                    "nf-core/mag": "v5.0.0"
                 }
             }
         ],
@@ -87,7 +87,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-16T17:38:54.105455021"
+        "timestamp": "2025-09-17T11:25:59.993496023"
     },
     "multiqc": {
         "content": [
@@ -115,7 +115,6 @@
                 "multiqc_busco.yaml:md5,0a1896fc18fdea30852125167730c8c5",
                 "multiqc_citations.yaml:md5,cd0615b89829a041bc2a33cdb69b585b",
                 "multiqc_general_stats.yaml:md5,f5594b277c894e24b538c4ef9e468e3d",
-                "multiqc_software_versions.yaml:md5,fd8f8e1c3f4224d0af41016b04a05d3b",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450"
             ]
         ],
@@ -123,6 +122,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-16T17:38:54.139841274"
+        "timestamp": "2025-09-17T11:26:00.0376308"
     }
 }
\ No newline at end of file
diff --git a/tests/test_minimal.nf.test b/tests/test_minimal.nf.test
index ede7d9d9b..cbfa9a341 100644
--- a/tests/test_minimal.nf.test
+++ b/tests/test_minimal.nf.test
@@ -17,8 +17,12 @@ nextflow_pipeline {
         then {
 
             // Output directory: multiqc
-            def stable_name_multiqc = getAllFilesFromDir("$outputDir/multiqc"            , relative: true, includeDir: false )
-            def stable_path_multiqc = getAllFilesFromDir("$outputDir/multiqc"            , ignore: ['**/*.{yaml,pdf,log,svg}', '**/general_stats_table.png', 'multiqc_report.html', '**/multiqc.log', '**/multiqc_data.json', '**/*-multiqc.parquet'])
+            def stable_name_multiqc = getAllFilesFromDir(
+                params.outdir, include: ['multiqc/**'], relative: true, includeDir: false
+            )
+            def stable_path_multiqc = getAllFilesFromDir(
+                params.outdir, include: ['multiqc/**'], ignoreFile: 'tests/.nftignore'
+            )
             // Output directory: QC_shortreads
             def stable_name_qcshortreads = getAllFilesFromDir("$outputDir/QC_shortreads" , relative: true, includeDir: false )
             def stable_path_qcshortreads= getAllFilesFromDir("$outputDir/QC_shortreads"  , ignore: ['**/*.{svg,png}','**/*_fastqc.html'])
@@ -31,7 +35,7 @@ nextflow_pipeline {
                     // pipeline versions.yml file for multiqc from which Nextflow version is removed because we test pipelines on multiple Nextflow versions
                     removeNextflowVersion("$outputDir/pipeline_info/nf_core_mag_software_mqc_versions.yml"),
                 ).match() },
-                { assert snapshot( stable_name_multiqc,       stable_path_multiqc       ).match('multiqc') },
+                { assert snapshot(stable_name_multiqc, stable_path_multiqc).match('multiqc') },
                 { assert snapshot( stable_name_qcshortreads,  stable_path_qcshortreads  ).match('QC_shortreads') },
             )
         }
diff --git a/tests/test_minimal.nf.test.snap b/tests/test_minimal.nf.test.snap
index 121dec8ae..79d5e6af1 100644
--- a/tests/test_minimal.nf.test.snap
+++ b/tests/test_minimal.nf.test.snap
@@ -41,135 +41,137 @@
                     "fastqc": "0.12.1"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v4.1.0dev"
+                    "nf-core/mag": "v5.0.0"
                 }
             }
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2025-08-25T10:27:52.8321637"
+        "timestamp": "2025-09-17T10:02:47.345606232"
     },
     "multiqc": {
         "content": [
             [
-                "multiqc_data/BETA-multiqc.parquet",
-                "multiqc_data/bowtie2_pe_plot.yaml",
-                "multiqc_data/fastqc-1-status-check-heatmap.yaml",
-                "multiqc_data/fastqc-1_per_base_n_content_plot.yaml",
-                "multiqc_data/fastqc-1_per_base_sequence_quality_plot.yaml",
-                "multiqc_data/fastqc-1_per_sequence_gc_content_plot_Counts.yaml",
-                "multiqc_data/fastqc-1_per_sequence_gc_content_plot_Percentages.yaml",
-                "multiqc_data/fastqc-1_per_sequence_quality_scores_plot.yaml",
-                "multiqc_data/fastqc-1_sequence_counts_plot.yaml",
-                "multiqc_data/fastqc-1_sequence_duplication_levels_plot.yaml",
-                "multiqc_data/fastqc-status-check-heatmap.yaml",
-                "multiqc_data/fastqc_per_base_n_content_plot.yaml",
-                "multiqc_data/fastqc_per_base_sequence_quality_plot.yaml",
-                "multiqc_data/fastqc_per_sequence_gc_content_plot_Counts.yaml",
-                "multiqc_data/fastqc_per_sequence_gc_content_plot_Percentages.yaml",
-                "multiqc_data/fastqc_per_sequence_quality_scores_plot.yaml",
-                "multiqc_data/fastqc_sequence_counts_plot.yaml",
-                "multiqc_data/fastqc_sequence_duplication_levels_plot.yaml",
-                "multiqc_data/multiqc.log",
-                "multiqc_data/multiqc_bowtie2.yaml",
-                "multiqc_data/multiqc_citations.yaml",
-                "multiqc_data/multiqc_data.json",
-                "multiqc_data/multiqc_fastqc.yaml",
-                "multiqc_data/multiqc_fastqc_fastqc-1.yaml",
-                "multiqc_data/multiqc_general_stats.yaml",
-                "multiqc_data/multiqc_software_versions.yaml",
-                "multiqc_data/multiqc_sources.yaml",
-                "multiqc_plots/pdf/bowtie2_pe_plot-cnt.pdf",
-                "multiqc_plots/pdf/bowtie2_pe_plot-pct.pdf",
-                "multiqc_plots/pdf/fastqc-1-status-check-heatmap.pdf",
-                "multiqc_plots/pdf/fastqc-1_per_base_n_content_plot.pdf",
-                "multiqc_plots/pdf/fastqc-1_per_base_sequence_quality_plot.pdf",
-                "multiqc_plots/pdf/fastqc-1_per_sequence_gc_content_plot_Counts.pdf",
-                "multiqc_plots/pdf/fastqc-1_per_sequence_gc_content_plot_Percentages.pdf",
-                "multiqc_plots/pdf/fastqc-1_per_sequence_quality_scores_plot.pdf",
-                "multiqc_plots/pdf/fastqc-1_sequence_counts_plot-cnt.pdf",
-                "multiqc_plots/pdf/fastqc-1_sequence_counts_plot-pct.pdf",
-                "multiqc_plots/pdf/fastqc-1_sequence_duplication_levels_plot.pdf",
-                "multiqc_plots/pdf/fastqc-status-check-heatmap.pdf",
-                "multiqc_plots/pdf/fastqc_per_base_n_content_plot.pdf",
-                "multiqc_plots/pdf/fastqc_per_base_sequence_quality_plot.pdf",
-                "multiqc_plots/pdf/fastqc_per_sequence_gc_content_plot_Counts.pdf",
-                "multiqc_plots/pdf/fastqc_per_sequence_gc_content_plot_Percentages.pdf",
-                "multiqc_plots/pdf/fastqc_per_sequence_quality_scores_plot.pdf",
-                "multiqc_plots/pdf/fastqc_sequence_counts_plot-cnt.pdf",
-                "multiqc_plots/pdf/fastqc_sequence_counts_plot-pct.pdf",
-                "multiqc_plots/pdf/fastqc_sequence_duplication_levels_plot.pdf",
-                "multiqc_plots/png/bowtie2_pe_plot-cnt.png",
-                "multiqc_plots/png/bowtie2_pe_plot-pct.png",
-                "multiqc_plots/png/fastqc-1-status-check-heatmap.png",
-                "multiqc_plots/png/fastqc-1_per_base_n_content_plot.png",
-                "multiqc_plots/png/fastqc-1_per_base_sequence_quality_plot.png",
-                "multiqc_plots/png/fastqc-1_per_sequence_gc_content_plot_Counts.png",
-                "multiqc_plots/png/fastqc-1_per_sequence_gc_content_plot_Percentages.png",
-                "multiqc_plots/png/fastqc-1_per_sequence_quality_scores_plot.png",
-                "multiqc_plots/png/fastqc-1_sequence_counts_plot-cnt.png",
-                "multiqc_plots/png/fastqc-1_sequence_counts_plot-pct.png",
-                "multiqc_plots/png/fastqc-1_sequence_duplication_levels_plot.png",
-                "multiqc_plots/png/fastqc-status-check-heatmap.png",
-                "multiqc_plots/png/fastqc_per_base_n_content_plot.png",
-                "multiqc_plots/png/fastqc_per_base_sequence_quality_plot.png",
-                "multiqc_plots/png/fastqc_per_sequence_gc_content_plot_Counts.png",
-                "multiqc_plots/png/fastqc_per_sequence_gc_content_plot_Percentages.png",
-                "multiqc_plots/png/fastqc_per_sequence_quality_scores_plot.png",
-                "multiqc_plots/png/fastqc_sequence_counts_plot-cnt.png",
-                "multiqc_plots/png/fastqc_sequence_counts_plot-pct.png",
-                "multiqc_plots/png/fastqc_sequence_duplication_levels_plot.png",
-                "multiqc_plots/svg/bowtie2_pe_plot-cnt.svg",
-                "multiqc_plots/svg/bowtie2_pe_plot-pct.svg",
-                "multiqc_plots/svg/fastqc-1-status-check-heatmap.svg",
-                "multiqc_plots/svg/fastqc-1_per_base_n_content_plot.svg",
-                "multiqc_plots/svg/fastqc-1_per_base_sequence_quality_plot.svg",
-                "multiqc_plots/svg/fastqc-1_per_sequence_gc_content_plot_Counts.svg",
-                "multiqc_plots/svg/fastqc-1_per_sequence_gc_content_plot_Percentages.svg",
-                "multiqc_plots/svg/fastqc-1_per_sequence_quality_scores_plot.svg",
-                "multiqc_plots/svg/fastqc-1_sequence_counts_plot-cnt.svg",
-                "multiqc_plots/svg/fastqc-1_sequence_counts_plot-pct.svg",
-                "multiqc_plots/svg/fastqc-1_sequence_duplication_levels_plot.svg",
-                "multiqc_plots/svg/fastqc-status-check-heatmap.svg",
-                "multiqc_plots/svg/fastqc_per_base_n_content_plot.svg",
-                "multiqc_plots/svg/fastqc_per_base_sequence_quality_plot.svg",
-                "multiqc_plots/svg/fastqc_per_sequence_gc_content_plot_Counts.svg",
-                "multiqc_plots/svg/fastqc_per_sequence_gc_content_plot_Percentages.svg",
-                "multiqc_plots/svg/fastqc_per_sequence_quality_scores_plot.svg",
-                "multiqc_plots/svg/fastqc_sequence_counts_plot-cnt.svg",
-                "multiqc_plots/svg/fastqc_sequence_counts_plot-pct.svg",
-                "multiqc_plots/svg/fastqc_sequence_duplication_levels_plot.svg",
-                "multiqc_report.html"
+                "multiqc/multiqc_data/BETA-multiqc.parquet",
+                "multiqc/multiqc_data/bowtie2_pe_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1-status-check-heatmap.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_base_n_content_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_base_sequence_quality_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_sequence_gc_content_plot_Counts.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_sequence_gc_content_plot_Percentages.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_sequence_quality_scores_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_sequence_counts_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_sequence_duplication_levels_plot.yaml",
+                "multiqc/multiqc_data/fastqc-status-check-heatmap.yaml",
+                "multiqc/multiqc_data/fastqc_per_base_n_content_plot.yaml",
+                "multiqc/multiqc_data/fastqc_per_base_sequence_quality_plot.yaml",
+                "multiqc/multiqc_data/fastqc_per_sequence_gc_content_plot_Counts.yaml",
+                "multiqc/multiqc_data/fastqc_per_sequence_gc_content_plot_Percentages.yaml",
+                "multiqc/multiqc_data/fastqc_per_sequence_quality_scores_plot.yaml",
+                "multiqc/multiqc_data/fastqc_sequence_counts_plot.yaml",
+                "multiqc/multiqc_data/fastqc_sequence_duplication_levels_plot.yaml",
+                "multiqc/multiqc_data/multiqc.log",
+                "multiqc/multiqc_data/multiqc_bowtie2.yaml",
+                "multiqc/multiqc_data/multiqc_citations.yaml",
+                "multiqc/multiqc_data/multiqc_data.json",
+                "multiqc/multiqc_data/multiqc_fastqc.yaml",
+                "multiqc/multiqc_data/multiqc_fastqc_fastqc-1.yaml",
+                "multiqc/multiqc_data/multiqc_general_stats.yaml",
+                "multiqc/multiqc_data/multiqc_software_versions.yaml",
+                "multiqc/multiqc_data/multiqc_sources.yaml",
+                "multiqc/multiqc_plots/pdf/bowtie2_pe_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/bowtie2_pe_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1-status-check-heatmap.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_base_n_content_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_base_sequence_quality_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_sequence_gc_content_plot_Counts.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_sequence_gc_content_plot_Percentages.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_sequence_quality_scores_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_sequence_counts_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_sequence_counts_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_sequence_duplication_levels_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-status-check-heatmap.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_base_n_content_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_base_sequence_quality_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_sequence_gc_content_plot_Counts.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_sequence_gc_content_plot_Percentages.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_sequence_quality_scores_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_sequence_counts_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_sequence_counts_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_sequence_duplication_levels_plot.pdf",
+                "multiqc/multiqc_plots/png/bowtie2_pe_plot-cnt.png",
+                "multiqc/multiqc_plots/png/bowtie2_pe_plot-pct.png",
+                "multiqc/multiqc_plots/png/fastqc-1-status-check-heatmap.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_base_n_content_plot.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_base_sequence_quality_plot.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_sequence_gc_content_plot_Counts.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_sequence_gc_content_plot_Percentages.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_sequence_quality_scores_plot.png",
+                "multiqc/multiqc_plots/png/fastqc-1_sequence_counts_plot-cnt.png",
+                "multiqc/multiqc_plots/png/fastqc-1_sequence_counts_plot-pct.png",
+                "multiqc/multiqc_plots/png/fastqc-1_sequence_duplication_levels_plot.png",
+                "multiqc/multiqc_plots/png/fastqc-status-check-heatmap.png",
+                "multiqc/multiqc_plots/png/fastqc_per_base_n_content_plot.png",
+                "multiqc/multiqc_plots/png/fastqc_per_base_sequence_quality_plot.png",
+                "multiqc/multiqc_plots/png/fastqc_per_sequence_gc_content_plot_Counts.png",
+                "multiqc/multiqc_plots/png/fastqc_per_sequence_gc_content_plot_Percentages.png",
+                "multiqc/multiqc_plots/png/fastqc_per_sequence_quality_scores_plot.png",
+                "multiqc/multiqc_plots/png/fastqc_sequence_counts_plot-cnt.png",
+                "multiqc/multiqc_plots/png/fastqc_sequence_counts_plot-pct.png",
+                "multiqc/multiqc_plots/png/fastqc_sequence_duplication_levels_plot.png",
+                "multiqc/multiqc_plots/svg/bowtie2_pe_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/bowtie2_pe_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1-status-check-heatmap.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_base_n_content_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_base_sequence_quality_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_sequence_gc_content_plot_Counts.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_sequence_gc_content_plot_Percentages.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_sequence_quality_scores_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_sequence_counts_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_sequence_counts_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_sequence_duplication_levels_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc-status-check-heatmap.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_base_n_content_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_base_sequence_quality_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_sequence_gc_content_plot_Counts.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_sequence_gc_content_plot_Percentages.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_sequence_quality_scores_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc_sequence_counts_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/fastqc_sequence_counts_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/fastqc_sequence_duplication_levels_plot.svg",
+                "multiqc/multiqc_report.html"
             ],
             [
-                "bowtie2_pe_plot-cnt.png:md5,f832dd604ed71ecfd7193419ad5ed41d",
-                "bowtie2_pe_plot-pct.png:md5,0825a02ba99c9772f802c128ce085dcc",
-                "fastqc-1-status-check-heatmap.png:md5,22b7cbec3cbf9fb765eac9a3b9c583f0",
-                "fastqc-1_per_base_n_content_plot.png:md5,1aa0fec0580581ace6d7f6cb2627149c",
-                "fastqc-1_per_base_sequence_quality_plot.png:md5,00460797814f60e7ca119694cbefe137",
-                "fastqc-1_per_sequence_gc_content_plot_Counts.png:md5,13eaedd412f382314db5c6a96128cdf8",
-                "fastqc-1_per_sequence_gc_content_plot_Percentages.png:md5,61d09915e01f43b51963f21fcccd618a",
-                "fastqc-1_per_sequence_quality_scores_plot.png:md5,a23c76ee8753b916e617556cc5914a95",
-                "fastqc-1_sequence_counts_plot-cnt.png:md5,b2ce224607b6498919c064757c53ab6e",
-                "fastqc-1_sequence_counts_plot-pct.png:md5,11c2ce7cee1c29a4960055ec46051cc5",
-                "fastqc-1_sequence_duplication_levels_plot.png:md5,e0ac2799f10d769c094a2845c3dfbddb",
-                "fastqc-status-check-heatmap.png:md5,473d87c9a227f6679980bc01293f748f",
-                "fastqc_per_base_n_content_plot.png:md5,1aa0fec0580581ace6d7f6cb2627149c",
-                "fastqc_per_base_sequence_quality_plot.png:md5,00460797814f60e7ca119694cbefe137",
-                "fastqc_per_sequence_gc_content_plot_Counts.png:md5,13eaedd412f382314db5c6a96128cdf8",
-                "fastqc_per_sequence_gc_content_plot_Percentages.png:md5,61d09915e01f43b51963f21fcccd618a",
-                "fastqc_per_sequence_quality_scores_plot.png:md5,a23c76ee8753b916e617556cc5914a95",
-                "fastqc_sequence_counts_plot-cnt.png:md5,2db0a5dbbb9e0ff02d2a59f49f173605",
-                "fastqc_sequence_counts_plot-pct.png:md5,994d66d2361ddb596aedffa4e9ad351b",
-                "fastqc_sequence_duplication_levels_plot.png:md5,e0ac2799f10d769c094a2845c3dfbddb"
+                "bowtie2_pe_plot.yaml:md5,2d7ab6533274a65092fca46026274f4d",
+                "fastqc-1-status-check-heatmap.yaml:md5,d12f9971085a7f5d75ce27b0f39d9634",
+                "fastqc-1_per_base_n_content_plot.yaml:md5,26ce498e1e954cf5abb64eb6a2ac21c9",
+                "fastqc-1_per_base_sequence_quality_plot.yaml:md5,4f6d6bfa43ffca593045203774d798e0",
+                "fastqc-1_per_sequence_gc_content_plot_Counts.yaml:md5,46ef2d8474c0ad1614512a148215cfbc",
+                "fastqc-1_per_sequence_gc_content_plot_Percentages.yaml:md5,463a8ee72ef5e7be6397e7a7b546b6ed",
+                "fastqc-1_per_sequence_quality_scores_plot.yaml:md5,055849ce72423c26bdb0daaffe523523",
+                "fastqc-1_sequence_counts_plot.yaml:md5,59acbe311b14c6fdff8889a5dc0be188",
+                "fastqc-1_sequence_duplication_levels_plot.yaml:md5,943e6c1dd6d2e3dab955ccd9f8a4fa32",
+                "fastqc-status-check-heatmap.yaml:md5,45096eff6b0531cbe7ba0771e272d65d",
+                "fastqc_per_base_n_content_plot.yaml:md5,ea488ff73d10d4a84b551020409db087",
+                "fastqc_per_base_sequence_quality_plot.yaml:md5,73a043ea7f124e6474ac11270533de03",
+                "fastqc_per_sequence_gc_content_plot_Counts.yaml:md5,c900477e0cd3a369f269bc65857377ed",
+                "fastqc_per_sequence_gc_content_plot_Percentages.yaml:md5,84477f6801dcadfe0d759c2c50799b6e",
+                "fastqc_per_sequence_quality_scores_plot.yaml:md5,c04ad6e6a6d61f2bbc238c61e1883317",
+                "fastqc_sequence_counts_plot.yaml:md5,d9fd3b9d7b190aba26702cf73a50bd20",
+                "fastqc_sequence_duplication_levels_plot.yaml:md5,73719c3f3fa610204a42cd7155d73db1",
+                "multiqc_bowtie2.yaml:md5,ec545a7f2fb2063843656189a8f230d3",
+                "multiqc_citations.yaml:md5,05dac77128eb2753da32070f6f51b242",
+                "multiqc_fastqc.yaml:md5,f50da8bfd062b9399911ba19b34831db",
+                "multiqc_fastqc_fastqc-1.yaml:md5,fb8bb23de40d40e481288c8b8f56fb53",
+                "multiqc_general_stats.yaml:md5,7af44ea787e0cd5aa679fb7e7e7370f8"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2025-07-16T15:20:42.822939299"
+        "timestamp": "2025-09-17T10:06:12.201465708"
     }
 }
\ No newline at end of file
diff --git a/tests/test_single_end.nf.test b/tests/test_single_end.nf.test
index e1b6eb1a4..3a3a50d7a 100644
--- a/tests/test_single_end.nf.test
+++ b/tests/test_single_end.nf.test
@@ -15,6 +15,13 @@ nextflow_pipeline {
         }
 
         then {
+            // Output directory: multiqc
+            def stable_name_multiqc = getAllFilesFromDir(
+                params.outdir, include: ['multiqc/**'], relative: true, includeDir: false
+            )
+            def stable_path_multiqc = getAllFilesFromDir(
+                params.outdir, include: ['multiqc/**'], ignoreFile: 'tests/.nftignore'
+            )
             // // stable_name: All files + folders in ${params.outdir}/ with a stable name
             // def stable_name = getAllFilesFromDir(params.outdir, relative: true, includeDir: true, ignore: ['pipeline_info/*.{html,json,txt}'])
             // // stable_path: All files in ${params.outdir}/ with stable content
@@ -30,7 +37,9 @@ nextflow_pipeline {
                     // stable_name,
                     // // All files with stable contents
                     // stable_path
-                ).match() }
+                ).match() },
+                { assert snapshot(stable_name_multiqc, stable_path_multiqc).match('multiqc') },
+
             )
         }
     }
diff --git a/tests/test_single_end.nf.test.snap b/tests/test_single_end.nf.test.snap
index 4f6b9f4e8..40d0ce6db 100644
--- a/tests/test_single_end.nf.test.snap
+++ b/tests/test_single_end.nf.test.snap
@@ -168,7 +168,7 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v4.1.0dev"
+                    "nf-core/mag": "v5.0.0"
                 }
             }
         ],
@@ -176,6 +176,199 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-16T18:39:07.708372204"
+        "timestamp": "2025-09-17T10:56:02.369876591"
+    },
+    "multiqc": {
+        "content": [
+            [
+                "multiqc/multiqc_data/BETA-multiqc.parquet",
+                "multiqc/multiqc_data/ar_length_count_plot_All.yaml",
+                "multiqc/multiqc_data/ar_length_count_plot_Discarded.yaml",
+                "multiqc/multiqc_data/ar_length_count_plot_Mate1.yaml",
+                "multiqc/multiqc_data/ar_retained_plot.yaml",
+                "multiqc/multiqc_data/bowtie2_se_plot.yaml",
+                "multiqc/multiqc_data/checkm-first-table.yaml",
+                "multiqc/multiqc_data/fastqc-1-status-check-heatmap.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_base_n_content_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_base_sequence_quality_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_sequence_gc_content_plot_Counts.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_sequence_gc_content_plot_Percentages.yaml",
+                "multiqc/multiqc_data/fastqc-1_per_sequence_quality_scores_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_sequence_counts_plot.yaml",
+                "multiqc/multiqc_data/fastqc-1_sequence_duplication_levels_plot.yaml",
+                "multiqc/multiqc_data/fastqc-status-check-heatmap.yaml",
+                "multiqc/multiqc_data/fastqc_per_base_n_content_plot.yaml",
+                "multiqc/multiqc_data/fastqc_per_base_sequence_quality_plot.yaml",
+                "multiqc/multiqc_data/fastqc_per_sequence_gc_content_plot_Counts.yaml",
+                "multiqc/multiqc_data/fastqc_per_sequence_gc_content_plot_Percentages.yaml",
+                "multiqc/multiqc_data/fastqc_per_sequence_quality_scores_plot.yaml",
+                "multiqc/multiqc_data/fastqc_sequence_counts_plot.yaml",
+                "multiqc/multiqc_data/fastqc_sequence_duplication_levels_plot.yaml",
+                "multiqc/multiqc_data/fastqc_sequence_length_distribution_plot.yaml",
+                "multiqc/multiqc_data/multiqc.log",
+                "multiqc/multiqc_data/multiqc_adapter_removal.yaml",
+                "multiqc/multiqc_data/multiqc_bowtie2.yaml",
+                "multiqc/multiqc_data/multiqc_bowtie2_bowtie2-1.yaml",
+                "multiqc/multiqc_data/multiqc_bowtie2_bowtie2-2.yaml",
+                "multiqc/multiqc_data/multiqc_checkm.yaml",
+                "multiqc/multiqc_data/multiqc_citations.yaml",
+                "multiqc/multiqc_data/multiqc_data.json",
+                "multiqc/multiqc_data/multiqc_fastqc.yaml",
+                "multiqc/multiqc_data/multiqc_fastqc_fastqc-1.yaml",
+                "multiqc/multiqc_data/multiqc_general_stats.yaml",
+                "multiqc/multiqc_data/multiqc_gtdbtk.yaml",
+                "multiqc/multiqc_data/multiqc_prokka.yaml",
+                "multiqc/multiqc_data/multiqc_quast.yaml",
+                "multiqc/multiqc_data/multiqc_quast_quast-1.yaml",
+                "multiqc/multiqc_data/multiqc_software_versions.yaml",
+                "multiqc/multiqc_data/multiqc_sources.yaml",
+                "multiqc/multiqc_data/prokka_plot.yaml",
+                "multiqc/multiqc_data/quast_num_contigs.yaml",
+                "multiqc/multiqc_data/quast_table.yaml",
+                "multiqc/multiqc_plots/pdf/ar_length_count_plot_All.pdf",
+                "multiqc/multiqc_plots/pdf/ar_length_count_plot_Discarded.pdf",
+                "multiqc/multiqc_plots/pdf/ar_length_count_plot_Mate1.pdf",
+                "multiqc/multiqc_plots/pdf/ar_retained_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/ar_retained_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/bowtie2_se_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/bowtie2_se_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/checkm-first-table.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1-status-check-heatmap.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_base_n_content_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_base_sequence_quality_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_sequence_gc_content_plot_Counts.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_sequence_gc_content_plot_Percentages.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_per_sequence_quality_scores_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_sequence_counts_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_sequence_counts_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-1_sequence_duplication_levels_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc-status-check-heatmap.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_base_n_content_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_base_sequence_quality_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_sequence_gc_content_plot_Counts.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_sequence_gc_content_plot_Percentages.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_per_sequence_quality_scores_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_sequence_counts_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_sequence_counts_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_sequence_duplication_levels_plot.pdf",
+                "multiqc/multiqc_plots/pdf/fastqc_sequence_length_distribution_plot.pdf",
+                "multiqc/multiqc_plots/pdf/prokka_plot-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/prokka_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/quast_num_contigs-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/quast_num_contigs-pct.pdf",
+                "multiqc/multiqc_plots/pdf/quast_table.pdf",
+                "multiqc/multiqc_plots/png/ar_length_count_plot_All.png",
+                "multiqc/multiqc_plots/png/ar_length_count_plot_Discarded.png",
+                "multiqc/multiqc_plots/png/ar_length_count_plot_Mate1.png",
+                "multiqc/multiqc_plots/png/ar_retained_plot-cnt.png",
+                "multiqc/multiqc_plots/png/ar_retained_plot-pct.png",
+                "multiqc/multiqc_plots/png/bowtie2_se_plot-cnt.png",
+                "multiqc/multiqc_plots/png/bowtie2_se_plot-pct.png",
+                "multiqc/multiqc_plots/png/checkm-first-table.png",
+                "multiqc/multiqc_plots/png/fastqc-1-status-check-heatmap.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_base_n_content_plot.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_base_sequence_quality_plot.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_sequence_gc_content_plot_Counts.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_sequence_gc_content_plot_Percentages.png",
+                "multiqc/multiqc_plots/png/fastqc-1_per_sequence_quality_scores_plot.png",
+                "multiqc/multiqc_plots/png/fastqc-1_sequence_counts_plot-cnt.png",
+                "multiqc/multiqc_plots/png/fastqc-1_sequence_counts_plot-pct.png",
+                "multiqc/multiqc_plots/png/fastqc-1_sequence_duplication_levels_plot.png",
+                "multiqc/multiqc_plots/png/fastqc-status-check-heatmap.png",
+                "multiqc/multiqc_plots/png/fastqc_per_base_n_content_plot.png",
+                "multiqc/multiqc_plots/png/fastqc_per_base_sequence_quality_plot.png",
+                "multiqc/multiqc_plots/png/fastqc_per_sequence_gc_content_plot_Counts.png",
+                "multiqc/multiqc_plots/png/fastqc_per_sequence_gc_content_plot_Percentages.png",
+                "multiqc/multiqc_plots/png/fastqc_per_sequence_quality_scores_plot.png",
+                "multiqc/multiqc_plots/png/fastqc_sequence_counts_plot-cnt.png",
+                "multiqc/multiqc_plots/png/fastqc_sequence_counts_plot-pct.png",
+                "multiqc/multiqc_plots/png/fastqc_sequence_duplication_levels_plot.png",
+                "multiqc/multiqc_plots/png/fastqc_sequence_length_distribution_plot.png",
+                "multiqc/multiqc_plots/png/prokka_plot-cnt.png",
+                "multiqc/multiqc_plots/png/prokka_plot-pct.png",
+                "multiqc/multiqc_plots/png/quast_num_contigs-cnt.png",
+                "multiqc/multiqc_plots/png/quast_num_contigs-pct.png",
+                "multiqc/multiqc_plots/png/quast_table.png",
+                "multiqc/multiqc_plots/svg/ar_length_count_plot_All.svg",
+                "multiqc/multiqc_plots/svg/ar_length_count_plot_Discarded.svg",
+                "multiqc/multiqc_plots/svg/ar_length_count_plot_Mate1.svg",
+                "multiqc/multiqc_plots/svg/ar_retained_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/ar_retained_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/bowtie2_se_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/bowtie2_se_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/checkm-first-table.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1-status-check-heatmap.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_base_n_content_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_base_sequence_quality_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_sequence_gc_content_plot_Counts.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_sequence_gc_content_plot_Percentages.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_per_sequence_quality_scores_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_sequence_counts_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_sequence_counts_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/fastqc-1_sequence_duplication_levels_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc-status-check-heatmap.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_base_n_content_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_base_sequence_quality_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_sequence_gc_content_plot_Counts.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_sequence_gc_content_plot_Percentages.svg",
+                "multiqc/multiqc_plots/svg/fastqc_per_sequence_quality_scores_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc_sequence_counts_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/fastqc_sequence_counts_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/fastqc_sequence_duplication_levels_plot.svg",
+                "multiqc/multiqc_plots/svg/fastqc_sequence_length_distribution_plot.svg",
+                "multiqc/multiqc_plots/svg/prokka_plot-cnt.svg",
+                "multiqc/multiqc_plots/svg/prokka_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/quast_num_contigs-cnt.svg",
+                "multiqc/multiqc_plots/svg/quast_num_contigs-pct.svg",
+                "multiqc/multiqc_plots/svg/quast_table.svg",
+                "multiqc/multiqc_report.html"
+            ],
+            [
+                "ar_length_count_plot_All.yaml:md5,9737bb84caccba069930640aef9a22ac",
+                "ar_length_count_plot_Discarded.yaml:md5,70100ac904238c3c5013ede5d25e1389",
+                "ar_length_count_plot_Mate1.yaml:md5,9737bb84caccba069930640aef9a22ac",
+                "ar_retained_plot.yaml:md5,8dde263d7e320026adecda2e2275cf30",
+                "bowtie2_se_plot.yaml:md5,b817d6df333c1a7cef4425abfdf60516",
+                "checkm-first-table.yaml:md5,3297128814b3465c69b728208de733fe",
+                "fastqc-1-status-check-heatmap.yaml:md5,9c2b76a7b237bbc833da8c096a3b7ad4",
+                "fastqc-1_per_base_n_content_plot.yaml:md5,44d97ce0b7822c77c862a99367bfe2b0",
+                "fastqc-1_per_base_sequence_quality_plot.yaml:md5,296ef56d5ee5657e19e8002ed08b0684",
+                "fastqc-1_per_sequence_gc_content_plot_Counts.yaml:md5,8df64ea3c37717ca31a393972448ddce",
+                "fastqc-1_per_sequence_gc_content_plot_Percentages.yaml:md5,67a6e91164ca97b85e49bc2fef6e3367",
+                "fastqc-1_per_sequence_quality_scores_plot.yaml:md5,187f24a30fd01fb88cd51d371dad5edd",
+                "fastqc-1_sequence_counts_plot.yaml:md5,a697f3861fede36f2949c9903db48540",
+                "fastqc-1_sequence_duplication_levels_plot.yaml:md5,973aa3381162a09a872316fee81ac180",
+                "fastqc-status-check-heatmap.yaml:md5,7454f1d8ddad2176839dd6652b94f6c5",
+                "fastqc_per_base_n_content_plot.yaml:md5,c73d15d3d761977bfb5ee14ce5df0535",
+                "fastqc_per_base_sequence_quality_plot.yaml:md5,0cac31583a948f9d93aee11abe85d71f",
+                "fastqc_per_sequence_gc_content_plot_Counts.yaml:md5,c70cf074efa78e1114c6a66b55985ad4",
+                "fastqc_per_sequence_gc_content_plot_Percentages.yaml:md5,9a24ec805dc7601b5be8875c6b7be17b",
+                "fastqc_per_sequence_quality_scores_plot.yaml:md5,aa787e6804ec658135f32d08faf8788f",
+                "fastqc_sequence_counts_plot.yaml:md5,f742336e560c390f4179dc1c6d766585",
+                "fastqc_sequence_duplication_levels_plot.yaml:md5,021f19d3e73d7ced5e8a34ae47572a2c",
+                "fastqc_sequence_length_distribution_plot.yaml:md5,46c0f815252383784f39befd66f37a38",
+                "multiqc_adapter_removal.yaml:md5,a1af2581288dffacad44a69744f6d93b",
+                "multiqc_bowtie2.yaml:md5,b4e58a2943b5009634fa5da76214073d",
+                "multiqc_bowtie2_bowtie2-1.yaml:md5,b4e58a2943b5009634fa5da76214073d",
+                "multiqc_bowtie2_bowtie2-2.yaml:md5,4ddb60c83954ec1ab3fd40f71021484e",
+                "multiqc_checkm.yaml:md5,b7b03fcc2f7d849f47350557c3129bb8",
+                "multiqc_citations.yaml:md5,332da3731e12b7a0d205f47685ddd53e",
+                "multiqc_fastqc.yaml:md5,2bbd80f21c5c264249bc935eada2ff41",
+                "multiqc_fastqc_fastqc-1.yaml:md5,b21efcd71ad261049a5aeaa238492f92",
+                "multiqc_general_stats.yaml:md5,aa9a3dff8300c0ee14ee37f4f84352a5",
+                "multiqc_gtdbtk.yaml:md5,9a643dd7f0ba582ac2b95858b4ef0937",
+                "multiqc_prokka.yaml:md5,e55c687925d611b869e4c4b27c71470c",
+                "multiqc_quast.yaml:md5,b7dae5bb61679ff9d5a3ede9898e5cfa",
+                "multiqc_quast_quast-1.yaml:md5,0b8fe8ee8f69277c0471dfe621c27b03",
+                "prokka_plot.yaml:md5,46ee43779b1bd14047906512e762b504",
+                "quast_num_contigs.yaml:md5,f1d88b421a291d98f096908d7a4e203a",
+                "quast_table.yaml:md5,55ee8b4825b107d592cfeb16928f3487"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.7"
+        },
+        "timestamp": "2025-09-17T10:56:02.40715903"
     }
 }
\ No newline at end of file

From c3e09a4905fc7079ebeaf60e6c834f29f104d4e3 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Wed, 17 Sep 2025 16:21:01 -0300
Subject: [PATCH 138/288] Update snapshots

---
 tests/default.nf.test.snap           | 26 +++++++++++++-------------
 tests/test_longreadonly.nf.test.snap | 14 +++++++-------
 2 files changed, 20 insertions(+), 20 deletions(-)

diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index 45b8d2ac7..d9b36d135 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -337,8 +337,8 @@
                 "multiqc/multiqc_report.html"
             ],
             [
-                "bowtie2_pe_plot.yaml:md5,bfd578b1cdff19b4bf9c05fbdaf239f8",
-                "busco_plot_bacteria_odb10.yaml:md5,fa2cf87b8791ab0376846f34da6a59be",
+                "bowtie2_pe_plot.yaml:md5,0fe66a243762ab2d927e6147f1b3b137",
+                "busco_plot_bacteria_odb10.yaml:md5,43b59baae27770570256c2a31e74d254",
                 "fastp-insert-size-plot.yaml:md5,000f3d43ff24066e3be550f80acff89f",
                 "fastp-seq-content-gc-plot_Read_1_After_filtering.yaml:md5,5d99f530e0e1c93e5d54c0eb9b86cd60",
                 "fastp-seq-content-gc-plot_Read_1_Before_filtering.yaml:md5,09b51f06f5bdc798443c674f68f53949",
@@ -370,28 +370,28 @@
                 "fastqc_sequence_counts_plot.yaml:md5,914b960f91309a956e21c178901982bc",
                 "fastqc_sequence_duplication_levels_plot.yaml:md5,f5e10bf8d1fef04701a2f3d111248b73",
                 "fastqc_sequence_length_distribution_plot.yaml:md5,765a15b429f92f428bb8cd7e01ca6f3f",
-                "gtdbtk-first-table.yaml:md5,a85724855fdd10d39cf62881d0e3b96e",
+                "gtdbtk-first-table.yaml:md5,21060ffc35127f11216a84d6e705e25d",
                 "multiqc_bowtie2.yaml:md5,dbe34bb5e06f65c3cf7af116f1d54a10",
-                "multiqc_bowtie2_bowtie2-2.yaml:md5,ce7dcc767c84616c7ce13a665799e226",
-                "multiqc_busco.yaml:md5,996fb55e9a0fbd86d6fcd123b6ea43a3",
+                "multiqc_bowtie2_bowtie2-2.yaml:md5,39a077806502473588f28bda1d3b9355",
+                "multiqc_busco.yaml:md5,1af79f05dd67bd79225666ceac0261a8",
                 "multiqc_citations.yaml:md5,f943df75040e829a06eee01614853a68",
                 "multiqc_fastp.yaml:md5,c2ef27841c4a27e4e2f199d8b6894dca",
                 "multiqc_fastqc.yaml:md5,c856302b60a6c3c3fd5f273ed1a7c967",
                 "multiqc_fastqc_fastqc-1.yaml:md5,b090818c369a65b9218bae720078035c",
-                "multiqc_general_stats.yaml:md5,84faa61854eaad770f15d77216f63c1d",
-                "multiqc_gtdbtk.yaml:md5,77fc2f29858590e6b393926d1578dffb",
-                "multiqc_prokka.yaml:md5,0b2266b5c3919dbfc73d225bd99875eb",
+                "multiqc_general_stats.yaml:md5,c195f373bc7dc98d894b439263bc9b8c",
+                "multiqc_gtdbtk.yaml:md5,2ebea18f9d7f9917fd66add21a0b4885",
+                "multiqc_prokka.yaml:md5,4ae2daa70fd98063a0a694807d3c764d",
                 "multiqc_quast.yaml:md5,1be7cc2def0a960cbc3c19bdc4504c78",
-                "multiqc_quast_quast-1.yaml:md5,112afa500e827bbf8f0a2ddb31116eb0",
-                "prokka_plot.yaml:md5,039c44d1e3fffbbd4bbd5a13ff92672b",
-                "quast_num_contigs.yaml:md5,9305fc51ab77dc0d988abc15f39c03fa",
-                "quast_table.yaml:md5,2f88ad4d9211db7e8b69ec6520d8af21"
+                "multiqc_quast_quast-1.yaml:md5,194210784bf73ef2c6fb4d4d3b33bfb8",
+                "prokka_plot.yaml:md5,4e443dce700548d79038106ee1a6145d",
+                "quast_num_contigs.yaml:md5,94c080a4ee09a5416f1d61ca36590fb8",
+                "quast_table.yaml:md5,6212b3494037c1d35c0fcf889668a0a5"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-17T10:26:37.297336648"
+        "timestamp": "2025-09-17T16:04:00.204274485"
     }
 }
\ No newline at end of file
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index c3de44751..bd3d0e9f4 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -172,20 +172,20 @@
                 "busco_plot_bacteria_odb10.yaml:md5,d99b10ec097d9b2c5965d36323321b58",
                 "multiqc_busco.yaml:md5,be65620d47ba52aeda873e8299c113e0",
                 "multiqc_citations.yaml:md5,a2dc8129fc0a35448c4453633202ae29",
-                "multiqc_general_stats.yaml:md5,0bfc3a14b483cbcc7619ec2002842bb8",
-                "multiqc_prokka.yaml:md5,224631d5ec9fb12935a5693f1967fb09",
-                "multiqc_quast.yaml:md5,f026e2047b4ec3d837bf7596a4d6d667",
-                "multiqc_quast_quast-1.yaml:md5,4276ff6c13eb880f4bb5d7e2c228da88",
+                "multiqc_general_stats.yaml:md5,9258de9516316f92f0b046a399ca4005",
+                "multiqc_prokka.yaml:md5,7e95c90a1cbc1b4ec18f20d19a0fcdb0",
+                "multiqc_quast.yaml:md5,6fddbac3730cf16c754c48d96da0d7aa",
+                "multiqc_quast_quast-1.yaml:md5,86d00d8a06816fdf6871936dacaa91aa",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450",
-                "prokka_plot.yaml:md5,28344c4cff3ffa2d1187f11d957b1425",
+                "prokka_plot.yaml:md5,a02a88ab798c94e8f3eab6bd38b0a2d0",
                 "quast_num_contigs.yaml:md5,710d04c92ddfbfaa827d5592f7adac07",
-                "quast_table.yaml:md5,34946b4793f31634789bb9c558ac56bb"
+                "quast_table.yaml:md5,84e252e0ea771a746a28d584571cd8eb"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-17T11:46:14.713486685"
+        "timestamp": "2025-09-17T16:07:12.118723953"
     }
 }
\ No newline at end of file

From 64124a0403541b49cb198f286fb187bcdb38009e Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Wed, 17 Sep 2025 22:18:17 -0300
Subject: [PATCH 139/288] Update snapshot

---
 conf/test.config           | 2 ++
 tests/default.nf.test.snap | 6 +++---
 2 files changed, 5 insertions(+), 3 deletions(-)

diff --git a/conf/test.config b/conf/test.config
index c60bc7e53..eda7a77d8 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -39,6 +39,8 @@ params {
     gtdbtk_min_completeness     = 0.01
     // Required for the small GTDBTk dummy database aa
     gtdbtk_use_full_tree        = true
+    megahit_fix_cpu_1           = true
+    spades_fix_cpus             = 1
 }
 
 process {
diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index d9b36d135..6f52f143d 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -337,7 +337,7 @@
                 "multiqc/multiqc_report.html"
             ],
             [
-                "bowtie2_pe_plot.yaml:md5,0fe66a243762ab2d927e6147f1b3b137",
+                "bowtie2_pe_plot.yaml:md5,114c4e63e4189a0169641a7d960ae952",
                 "busco_plot_bacteria_odb10.yaml:md5,43b59baae27770570256c2a31e74d254",
                 "fastp-insert-size-plot.yaml:md5,000f3d43ff24066e3be550f80acff89f",
                 "fastp-seq-content-gc-plot_Read_1_After_filtering.yaml:md5,5d99f530e0e1c93e5d54c0eb9b86cd60",
@@ -372,7 +372,7 @@
                 "fastqc_sequence_length_distribution_plot.yaml:md5,765a15b429f92f428bb8cd7e01ca6f3f",
                 "gtdbtk-first-table.yaml:md5,21060ffc35127f11216a84d6e705e25d",
                 "multiqc_bowtie2.yaml:md5,dbe34bb5e06f65c3cf7af116f1d54a10",
-                "multiqc_bowtie2_bowtie2-2.yaml:md5,39a077806502473588f28bda1d3b9355",
+                "multiqc_bowtie2_bowtie2-2.yaml:md5,b60f4adf7e78bec1bf16046ce5ea3b7d",
                 "multiqc_busco.yaml:md5,1af79f05dd67bd79225666ceac0261a8",
                 "multiqc_citations.yaml:md5,f943df75040e829a06eee01614853a68",
                 "multiqc_fastp.yaml:md5,c2ef27841c4a27e4e2f199d8b6894dca",
@@ -392,6 +392,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-17T16:04:00.204274485"
+        "timestamp": "2025-09-17T21:46:01.505865654"
     }
 }
\ No newline at end of file

From 4181f14b4ad982e1e48c626391de1217548abcf1 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Thu, 18 Sep 2025 11:10:19 -0300
Subject: [PATCH 140/288] Increase shards

---
 .github/workflows/nf-test.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/nf-test.yml b/.github/workflows/nf-test.yml
index 2a3b9e647..87fee4dce 100644
--- a/.github/workflows/nf-test.yml
+++ b/.github/workflows/nf-test.yml
@@ -50,7 +50,7 @@ jobs:
         env:
           NFT_VER: ${{ env.NFT_VER }}
         with:
-          max_shards: 7
+          max_shards: 8
 
       - name: debug
         run: |

From 2dc74ddac6bb22d025b6a16142e665c02c43a823 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 19 Sep 2025 09:37:30 +0200
Subject: [PATCH 141/288] Update GTDBK to version that works with conda

---
 modules.json                                  |  2 +-
 .../nf-core/gtdbtk/classifywf/environment.yml |  2 +-
 modules/nf-core/gtdbtk/classifywf/main.nf     |  4 +-
 modules/nf-core/gtdbtk/classifywf/meta.yml    | 41 ++++++++++++++-----
 .../gtdbtk/classifywf/tests/main.nf.test.snap | 12 +++---
 5 files changed, 40 insertions(+), 21 deletions(-)

diff --git a/modules.json b/modules.json
index e97c9c1b8..fe582cba6 100644
--- a/modules.json
+++ b/modules.json
@@ -173,7 +173,7 @@
                     },
                     "gtdbtk/classifywf": {
                         "branch": "master",
-                        "git_sha": "4c882420bb76b0b0343292d240eedf0a0eae3813",
+                        "git_sha": "b4f7bfa77f68359438fa2fd27eaba5794fdd6ce4",
                         "installed_by": ["modules"]
                     },
                     "gunc/downloaddb": {
diff --git a/modules/nf-core/gtdbtk/classifywf/environment.yml b/modules/nf-core/gtdbtk/classifywf/environment.yml
index b69848091..599239e64 100644
--- a/modules/nf-core/gtdbtk/classifywf/environment.yml
+++ b/modules/nf-core/gtdbtk/classifywf/environment.yml
@@ -4,4 +4,4 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
-  - bioconda::gtdbtk=2.4.1
+  - bioconda::gtdbtk=2.5.2
diff --git a/modules/nf-core/gtdbtk/classifywf/main.nf b/modules/nf-core/gtdbtk/classifywf/main.nf
index 8c8722ae5..3f7320882 100644
--- a/modules/nf-core/gtdbtk/classifywf/main.nf
+++ b/modules/nf-core/gtdbtk/classifywf/main.nf
@@ -4,8 +4,8 @@ process GTDBTK_CLASSIFYWF {
 
     conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/gtdbtk:2.4.1--pyhdfd78af_1':
-        'biocontainers/gtdbtk:2.4.1--pyhdfd78af_1' }"
+        'https://depot.galaxyproject.org/singularity/gtdbtk:2.5.2--pyh1f0d9b5_0':
+        'biocontainers/gtdbtk:2.5.2--pyh1f0d9b5_0' }"
 
     input:
     tuple val(meta)   , path("bins/*")
diff --git a/modules/nf-core/gtdbtk/classifywf/meta.yml b/modules/nf-core/gtdbtk/classifywf/meta.yml
index 64fb73e6d..3cadf71ea 100644
--- a/modules/nf-core/gtdbtk/classifywf/meta.yml
+++ b/modules/nf-core/gtdbtk/classifywf/meta.yml
@@ -29,7 +29,8 @@ input:
         type: file
         description: A list of one or more bins in FASTA format for classification
         pattern: "*.{fasta,fna,fas,fa}{,.gz}"
-        ontologies: []
+        ontologies:
+          - edam: http://edamontology.org/format_1929 # FASTA
   - - db_name:
         type: string
         description: The name of the GTDB database to use.
@@ -60,7 +61,7 @@ output:
             e.g. [ id:'test', single_end:false,  assembler:'spades' ]
           pattern: "*"
       - ${prefix}:
-          type: map
+          type: directory
           description: All files output by GTDB-Tk
           pattern: "*"
   summary:
@@ -71,9 +72,11 @@ output:
             e.g. [ id:'test', single_end:false,  assembler:'spades' ]
           pattern: "*"
       - ${prefix}/classify/*.summary.tsv:
-          type: map
+          type: file
           description: A TSV summary file for the classification
           pattern: "*.{summary.tsv}"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
   tree:
     - - meta:
           type: map
@@ -82,11 +85,13 @@ output:
             e.g. [ id:'test', single_end:false,  assembler:'spades' ]
           pattern: "*"
       - ${prefix}/classify/*.classify.tree:
-          type: map
+          type: file
           description: |
             Groovy Map NJ or UPGMA trees in Newick format produced from a multiple sequence
             alignment
           pattern: "*.{classify.tree}"
+          ontologies:
+            - edam: http://edamontology.org/format_1910 # newick
   markers:
     - - meta:
           type: map
@@ -95,9 +100,11 @@ output:
             e.g. [ id:'test', single_end:false,  assembler:'spades' ]
           pattern: "*"
       - ${prefix}/identify/*.markers_summary.tsv:
-          type: map
+          type: file
           description: A TSV summary file lineage markers used for the classification.
           pattern: "*.{markers_summary.tsv}"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
   msa:
     - - meta:
           type: map
@@ -106,9 +113,11 @@ output:
             e.g. [ id:'test', single_end:false,  assembler:'spades' ]
           pattern: "*"
       - ${prefix}/align/*.msa.fasta.gz:
-          type: map
+          type: file
           description: Multiple sequence alignments file.
           pattern: "*.{msa.fasta.gz}"
+          ontologies:
+            - edam: http://edamontology.org/format_1929 # FASTA
   user_msa:
     - - meta:
           type: map
@@ -117,9 +126,11 @@ output:
             e.g. [ id:'test', single_end:false,  assembler:'spades' ]
           pattern: "*"
       - ${prefix}/align/*.user_msa.fasta.gz:
-          type: map
+          type: file
           description: Multiple sequence alignments file for the user-provided files.
           pattern: "*.{user_msa.fasta.gz}"
+          ontologies:
+            - edam: http://edamontology.org/format_1929 # FASTA
   filtered:
     - - meta:
           type: map
@@ -128,10 +139,12 @@ output:
             e.g. [ id:'test', single_end:false,  assembler:'spades' ]
           pattern: "*"
       - ${prefix}/align/*.filtered.tsv:
-          type: map
+          type: file
           description: A list of genomes with an insufficient number of amino acids
             in MSA
           pattern: "*.{filtered.tsv}"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
   failed:
     - - meta:
           type: map
@@ -140,9 +153,11 @@ output:
             e.g. [ id:'test', single_end:false,  assembler:'spades' ]
           pattern: "*"
       - ${prefix}/identify/*.failed_genomes.tsv:
-          type: map
+          type: file
           description: A TSV summary of the genomes which GTDB-tk failed to classify.
           pattern: "*.{failed_genomes.tsv}"
+          ontologies:
+            - edam: http://edamontology.org/format_3475 # TSV
   log:
     - - meta:
           type: map
@@ -151,9 +166,11 @@ output:
             e.g. [ id:'test', single_end:false,  assembler:'spades' ]
           pattern: "*"
       - ${prefix}/${prefix}.log:
-          type: map
+          type: file
           description: GTDB-tk log file
           pattern: "*.{log}"
+          ontologies:
+            - edam: http://edamontology.org/data_3671 # Text
   warnings:
     - - meta:
           type: map
@@ -162,9 +179,11 @@ output:
             e.g. [ id:'test', single_end:false,  assembler:'spades' ]
           pattern: "*"
       - ${prefix}/${prefix}.warnings.log:
-          type: map
+          type: file
           description: GTDB-tk warnings log file
           pattern: "*.{warnings.log}"
+          ontologies:
+            - edam: http://edamontology.org/data_3671 # Text
   versions:
     - versions.yml:
         type: file
diff --git a/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test.snap b/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test.snap
index a5d77dc53..dc1e7c49d 100644
--- a/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test.snap
+++ b/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test.snap
@@ -38,14 +38,14 @@
             ],
             false,
             [
-                "versions.yml:md5,bc2e4001aba832c0e5e68e907ea63050"
+                "versions.yml:md5,f5ba303be4c50477b9511d73e3f73ba2"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
             "nextflow": "25.04.6"
         },
-        "timestamp": "2025-07-21T15:06:43.012952285"
+        "timestamp": "2025-09-18T13:09:35.646716179"
     },
     "sarscov2 - genome fasta - stub": {
         "content": [
@@ -94,7 +94,7 @@
                     ]
                 ],
                 "10": [
-                    "versions.yml:md5,d83c290cf5951b500f6d216c5ec424a2"
+                    "versions.yml:md5,c1ff04482b013ad1c6aa1c743c32f8ed"
                 ],
                 "2": [
                     [
@@ -294,7 +294,7 @@
                     ]
                 ],
                 "versions": [
-                    "versions.yml:md5,d83c290cf5951b500f6d216c5ec424a2"
+                    "versions.yml:md5,c1ff04482b013ad1c6aa1c743c32f8ed"
                 ],
                 "warnings": [
                     [
@@ -310,8 +310,8 @@
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "24.10.6"
+            "nextflow": "25.04.6"
         },
-        "timestamp": "2025-05-06T12:48:58.852279428"
+        "timestamp": "2025-09-18T13:10:11.349991414"
     }
 }
\ No newline at end of file

From 9b4f24f04aef28ffc9ba737c6370e451337890c7 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 19 Sep 2025 09:37:35 +0200
Subject: [PATCH 142/288] update CHANGELOG

---
 CHANGELOG.md | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index e3f52af5f..23aaa9f79 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -48,6 +48,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 | centrifuge   | 1.0.4.1          | 1.0.4.2     |
 | nanolyse     | 1.41.6           | 1.44.1      |
 | flye         |                  | 2.9.5       |
+| Freebayes    | 1.3.6            | 1.3.10      |
+| geNomad      | 1.5.2            | 1.11.0      |
+| GTDB-Tk      | 2.4.0            | 2.5.2       |
 | metabat2     | 2.15             | 2.17        |
 | metamdbg     |                  | 1.0         |
 | minimap2     |                  | 2.29        |

From 99175d0e1168526889302fe51a2c7aac4dd908a8 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 19 Sep 2025 09:38:19 +0200
Subject: [PATCH 143/288] Fix GTDBTK version in snapshot

---
 tests/default.nf.test.snap | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index 6f52f143d..c7d0be9ad 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -61,7 +61,7 @@
                     "fastqc": "0.12.1"
                 },
                 "GTDBTK_CLASSIFYWF": {
-                    "gtdbtk": "2.4.1",
+                    "gtdbtk": "2.5.2",
                     "gtdb_db": "r226"
                 },
                 "GTDBTK_DB_PREPARATION": {

From 1d1aa607640c8f43cfbe09968fbd92fe1b904abf Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 19 Sep 2025 09:58:14 +0200
Subject: [PATCH 144/288] Update docs/usage.md

Co-authored-by: Daniel Lundin <erik.rikard.daniel@gmail.com>
---
 docs/usage.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/usage.md b/docs/usage.md
index e3c9ce171..64ed92780 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -84,7 +84,7 @@ These are usually referred to as "individual" or "single" assembly and binning,
 In the former, samples are processed independently.
 In the latter, samples are processed together.
 A common strategy is to assemble each sample individually (single assembly) and then pool all of the contigs together and map the reads against them (co-binning).
-This is usually chosen because since assembly is a computationally intensive process, it is very costly to assemble all samples together.
+This is usually chosen since assembly is a computationally intensive process, it is very costly to assemble all samples together.
 For binning, however, resources aren't as limiting, and binning algorithms can leverage the fact that there are multiple samples from which to draw information, which can improve the quality of output bins.
 
 nf-core/mag, by default, follows this approach: the group information from the input sample sheet in is only used to compute co-abundances for the binning step (co-binning), but not for group-wise co-assembly (thus single assembly).

From 7d53d7a9f344ac6596002e4a5db357d1c7e8f59b Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 19 Sep 2025 10:24:28 +0200
Subject: [PATCH 145/288] Address comments from @erikrikarddaniel

---
 docs/usage.md                                        |  6 +++---
 modules/local/adjust_maxbin2_ext/environment.yml     |  7 +++++++
 modules/local/adjust_maxbin2_ext/main.nf             |  2 +-
 modules/local/bin_summary/environment.yml            |  7 +++++++
 modules/local/bin_summary/main.nf                    |  2 +-
 modules/local/bowtie2_assembly_align/environment.yml |  9 +++++++++
 modules/local/bowtie2_assembly_align/main.nf         |  2 +-
 modules/local/bowtie2_assembly_build/environment.yml |  7 +++++++
 modules/local/bowtie2_assembly_build/main.nf         |  2 +-
 modules/local/bowtie2_removal_align/environment.yml  |  7 +++++++
 modules/local/bowtie2_removal_align/main.nf          |  2 +-
 modules/local/bowtie2_removal_build/environment.yml  |  7 +++++++
 modules/local/bowtie2_removal_build/main.nf          |  2 +-
 modules/local/dastool_rename_post/environment.yml    |  7 +++++++
 modules/local/dastool_rename_post/main.nf            |  2 +-
 modules/local/dastool_rename_pre/environment.yml     |  7 +++++++
 modules/local/dastool_rename_pre/main.nf             |  2 +-
 modules/local/gtdbtk_db_preparation/environment.yml  |  7 +++++++
 modules/local/gtdbtk_db_preparation/main.nf          |  2 +-
 modules/local/gtdbtk_summary/environment.yml         |  7 +++++++
 modules/local/gtdbtk_summary/main.nf                 |  2 +-
 modules/local/mag_depths/environment.yml             | 10 ++++++++++
 modules/local/mag_depths/main.nf                     |  2 +-
 modules/local/mag_depths_convert/environment.yml     |  7 +++++++
 modules/local/mag_depths_convert/main.nf             |  2 +-
 modules/local/mag_depths_plot/environment.yml        | 10 ++++++++++
 modules/local/mag_depths_plot/main.nf                |  2 +-
 modules/local/mag_depths_summary/environment.yml     |  7 +++++++
 modules/local/mag_depths_summary/main.nf             |  2 +-
 modules/local/quast_bins/environment.yml             |  7 +++++++
 modules/local/quast_bins/main.nf                     |  2 +-
 modules/local/quast_bins_summary/environment.yml     |  7 +++++++
 modules/local/quast_bins_summary/main.nf             |  2 +-
 modules/local/quast_run/environment.yml              |  7 +++++++
 modules/local/quast_run/main.nf                      |  2 +-
 modules/local/split_fasta/environment.yml            | 10 ++++++++++
 modules/local/split_fasta/main.nf                    |  2 +-
 modules/local/tiara_classify/environment.yml         |  8 ++++++++
 modules/local/tiara_classify/main.nf                 |  2 +-
 39 files changed, 167 insertions(+), 22 deletions(-)
 create mode 100644 modules/local/adjust_maxbin2_ext/environment.yml
 create mode 100644 modules/local/bin_summary/environment.yml
 create mode 100644 modules/local/bowtie2_assembly_align/environment.yml
 create mode 100644 modules/local/bowtie2_assembly_build/environment.yml
 create mode 100644 modules/local/bowtie2_removal_align/environment.yml
 create mode 100644 modules/local/bowtie2_removal_build/environment.yml
 create mode 100644 modules/local/dastool_rename_post/environment.yml
 create mode 100644 modules/local/dastool_rename_pre/environment.yml
 create mode 100644 modules/local/gtdbtk_db_preparation/environment.yml
 create mode 100644 modules/local/gtdbtk_summary/environment.yml
 create mode 100644 modules/local/mag_depths/environment.yml
 create mode 100644 modules/local/mag_depths_convert/environment.yml
 create mode 100644 modules/local/mag_depths_plot/environment.yml
 create mode 100644 modules/local/mag_depths_summary/environment.yml
 create mode 100644 modules/local/quast_bins/environment.yml
 create mode 100644 modules/local/quast_bins_summary/environment.yml
 create mode 100644 modules/local/quast_run/environment.yml
 create mode 100644 modules/local/split_fasta/environment.yml
 create mode 100644 modules/local/tiara_classify/environment.yml

diff --git a/docs/usage.md b/docs/usage.md
index 64ed92780..b6d7113ae 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -24,7 +24,7 @@ If long reads are provided (`long_reads`), the `long_reads_platform` column is r
 
 These platform fields are important for downstream alignment and assembly tools.
 
-At a minimum CSV file should contain the following columns:
+A nf-core/mag input samplesheet file can contain the following columns:
 
 `sample,group,short_reads_1,short_reads_2,long_reads,short_reads_platform,long_reads_platform`
 
@@ -45,11 +45,11 @@ sample1,0,data/sample1.fastq.gz,,,ILLUMINA
 sample2,0,data/sample2.fastq.gz,,,ILLUMINA
 ```
 
-or to additionally to perform run merging of two runs of sample1:
+or to additionally perform run merging of two runs from sample1:
 
 ```csv title="samplesheet_mix_mergeruns.csv"
 sample,run,group,short_reads_1,short_reads_2,long_reads,short_reads_platform,long_reads_platform
-sample1,1,0,data/sample1_R1.fastq.gz,data/sample1_R2.fastq.gz,data/sample1.fastq.gz,ILLUMINA,OXFORD_NANOPORE
+sample1,1,0,dwata/sample1_R1.fastq.gz,data/sample1_R2.fastq.gz,data/sample1.fastq.gz,ILLUMINA,OXFORD_NANOPORE
 sample1,2,0,data/sample1_R1.fastq.gz,data/sample1_R2.fastq.gz,data/sample1.fastq.gz,ILLUMINA,OXFORD_NANOPORE
 sample2,0,0,data/sample2_R1.fastq.gz,data/sample2_R2.fastq.gz,data/sample2.fastq.gz,ILLUMINA,OXFORD_NANOPORE
 sample3,1,0,data/sample3_R1.fastq.gz,data/sample3_R2.fastq.gz,,ILLUMINA,OXFORD_NANOPORE
diff --git a/modules/local/adjust_maxbin2_ext/environment.yml b/modules/local/adjust_maxbin2_ext/environment.yml
new file mode 100644
index 000000000..4ea414c04
--- /dev/null
+++ b/modules/local/adjust_maxbin2_ext/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - conda-forge::sed=4.7
diff --git a/modules/local/adjust_maxbin2_ext/main.nf b/modules/local/adjust_maxbin2_ext/main.nf
index c0c5d3129..632fa82b0 100644
--- a/modules/local/adjust_maxbin2_ext/main.nf
+++ b/modules/local/adjust_maxbin2_ext/main.nf
@@ -2,7 +2,7 @@ process ADJUST_MAXBIN2_EXT {
     tag "${meta.assembler}-${meta.id}"
     label 'process_low'
 
-    conda "conda-forge::sed=4.7"
+    conda "${moduleDir}/environment.yml"
     container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
         ? 'https://depot.galaxyproject.org/singularity/ubuntu:20.04'
         : 'nf-core/ubuntu:20.04'}"
diff --git a/modules/local/bin_summary/environment.yml b/modules/local/bin_summary/environment.yml
new file mode 100644
index 000000000..ac80f50b1
--- /dev/null
+++ b/modules/local/bin_summary/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - conda-forge::pandas=1.4.3
diff --git a/modules/local/bin_summary/main.nf b/modules/local/bin_summary/main.nf
index 07784d830..8c2f8e08c 100644
--- a/modules/local/bin_summary/main.nf
+++ b/modules/local/bin_summary/main.nf
@@ -1,6 +1,6 @@
 process BIN_SUMMARY {
 
-    conda "conda-forge::pandas=1.4.3"
+    conda "${moduleDir}/environment.yml"
     container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
         ? 'https://depot.galaxyproject.org/singularity/pandas:1.4.3'
         : 'biocontainers/pandas:1.4.3'}"
diff --git a/modules/local/bowtie2_assembly_align/environment.yml b/modules/local/bowtie2_assembly_align/environment.yml
new file mode 100644
index 000000000..f78164239
--- /dev/null
+++ b/modules/local/bowtie2_assembly_align/environment.yml
@@ -0,0 +1,9 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::bowtie2=2.4.2
+  - bioconda::samtools=1.11
+  - conda-forge::pigz=2.3.4
diff --git a/modules/local/bowtie2_assembly_align/main.nf b/modules/local/bowtie2_assembly_align/main.nf
index 951dfb8d5..151b57b40 100644
--- a/modules/local/bowtie2_assembly_align/main.nf
+++ b/modules/local/bowtie2_assembly_align/main.nf
@@ -1,7 +1,7 @@
 process BOWTIE2_ASSEMBLY_ALIGN {
     tag "${assembly_meta.assembler}-${assembly_meta.id}-${reads_meta.id}"
 
-    conda "bioconda::bowtie2=2.4.2 bioconda::samtools=1.11 conda-forge::pigz=2.3.4"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a:577a697be67b5ae9b16f637fd723b8263a3898b3-0' :
         'biocontainers/mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a:577a697be67b5ae9b16f637fd723b8263a3898b3-0' }"
diff --git a/modules/local/bowtie2_assembly_build/environment.yml b/modules/local/bowtie2_assembly_build/environment.yml
new file mode 100644
index 000000000..495815ae1
--- /dev/null
+++ b/modules/local/bowtie2_assembly_build/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::bowtie2=2.4.2
diff --git a/modules/local/bowtie2_assembly_build/main.nf b/modules/local/bowtie2_assembly_build/main.nf
index d00e0adb1..ff8c68cba 100644
--- a/modules/local/bowtie2_assembly_build/main.nf
+++ b/modules/local/bowtie2_assembly_build/main.nf
@@ -1,7 +1,7 @@
 process BOWTIE2_ASSEMBLY_BUILD {
     tag "${meta.assembler}-${meta.id}"
 
-    conda "bioconda::bowtie2=2.4.2"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/bowtie2:2.4.2--py38h1c8e9b9_1' :
         'biocontainers/bowtie2:2.4.2--py38h1c8e9b9_1' }"
diff --git a/modules/local/bowtie2_removal_align/environment.yml b/modules/local/bowtie2_removal_align/environment.yml
new file mode 100644
index 000000000..495815ae1
--- /dev/null
+++ b/modules/local/bowtie2_removal_align/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::bowtie2=2.4.2
diff --git a/modules/local/bowtie2_removal_align/main.nf b/modules/local/bowtie2_removal_align/main.nf
index 79eb0e479..ce13098d1 100644
--- a/modules/local/bowtie2_removal_align/main.nf
+++ b/modules/local/bowtie2_removal_align/main.nf
@@ -4,7 +4,7 @@
 process BOWTIE2_REMOVAL_ALIGN {
     tag "$meta.id"
 
-    conda "bioconda::bowtie2=2.4.2"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/bowtie2:2.4.2--py38h1c8e9b9_1' :
         'biocontainers/bowtie2:2.4.2--py38h1c8e9b9_1' }"
diff --git a/modules/local/bowtie2_removal_build/environment.yml b/modules/local/bowtie2_removal_build/environment.yml
new file mode 100644
index 000000000..495815ae1
--- /dev/null
+++ b/modules/local/bowtie2_removal_build/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::bowtie2=2.4.2
diff --git a/modules/local/bowtie2_removal_build/main.nf b/modules/local/bowtie2_removal_build/main.nf
index 1525df92f..e96493cf5 100644
--- a/modules/local/bowtie2_removal_build/main.nf
+++ b/modules/local/bowtie2_removal_build/main.nf
@@ -1,7 +1,7 @@
 process BOWTIE2_REMOVAL_BUILD {
     tag "${fasta}"
 
-    conda "bioconda::bowtie2=2.4.2"
+    conda "${moduleDir}/environment.yml"
     container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
         ? 'https://depot.galaxyproject.org/singularity/bowtie2:2.4.2--py38h1c8e9b9_1'
         : 'biocontainers/bowtie2:2.4.2--py38h1c8e9b9_1'}"
diff --git a/modules/local/dastool_rename_post/environment.yml b/modules/local/dastool_rename_post/environment.yml
new file mode 100644
index 000000000..4ea414c04
--- /dev/null
+++ b/modules/local/dastool_rename_post/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - conda-forge::sed=4.7
diff --git a/modules/local/dastool_rename_post/main.nf b/modules/local/dastool_rename_post/main.nf
index c6fc96e40..241b08bf4 100644
--- a/modules/local/dastool_rename_post/main.nf
+++ b/modules/local/dastool_rename_post/main.nf
@@ -2,7 +2,7 @@ process RENAME_POSTDASTOOL {
     tag "${meta.assembler}-${meta.id}"
     label 'process_low'
 
-    conda "conda-forge::sed=4.7"
+    conda "${moduleDir}/environment.yml"
     container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
         ? 'https://depot.galaxyproject.org/singularity/ubuntu:20.04'
         : 'nf-core/ubuntu:20.04'}"
diff --git a/modules/local/dastool_rename_pre/environment.yml b/modules/local/dastool_rename_pre/environment.yml
new file mode 100644
index 000000000..4ea414c04
--- /dev/null
+++ b/modules/local/dastool_rename_pre/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - conda-forge::sed=4.7
diff --git a/modules/local/dastool_rename_pre/main.nf b/modules/local/dastool_rename_pre/main.nf
index 2ec47313d..458a9fbb4 100644
--- a/modules/local/dastool_rename_pre/main.nf
+++ b/modules/local/dastool_rename_pre/main.nf
@@ -2,7 +2,7 @@ process RENAME_PREDASTOOL {
     tag "${meta.assembler}-${meta.binner}-${meta.id}"
     label 'process_low'
 
-    conda "conda-forge::sed=4.7"
+    conda "${moduleDir}/environment.yml"
     container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
         ? 'https://depot.galaxyproject.org/singularity/ubuntu:20.04'
         : 'nf-core/ubuntu:20.04'}"
diff --git a/modules/local/gtdbtk_db_preparation/environment.yml b/modules/local/gtdbtk_db_preparation/environment.yml
new file mode 100644
index 000000000..4ea414c04
--- /dev/null
+++ b/modules/local/gtdbtk_db_preparation/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - conda-forge::sed=4.7
diff --git a/modules/local/gtdbtk_db_preparation/main.nf b/modules/local/gtdbtk_db_preparation/main.nf
index bf43ddf5f..a4666bd64 100644
--- a/modules/local/gtdbtk_db_preparation/main.nf
+++ b/modules/local/gtdbtk_db_preparation/main.nf
@@ -1,7 +1,7 @@
 process GTDBTK_DB_PREPARATION {
     tag "${database}"
 
-    conda "conda-forge::sed=4.7"
+    conda "${moduleDir}/environment.yml"
     container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
         ? 'https://depot.galaxyproject.org/singularity/ubuntu:20.04'
         : 'nf-core/ubuntu:20.04'}"
diff --git a/modules/local/gtdbtk_summary/environment.yml b/modules/local/gtdbtk_summary/environment.yml
new file mode 100644
index 000000000..ac80f50b1
--- /dev/null
+++ b/modules/local/gtdbtk_summary/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - conda-forge::pandas=1.4.3
diff --git a/modules/local/gtdbtk_summary/main.nf b/modules/local/gtdbtk_summary/main.nf
index 52c0a40d2..07c85f2d9 100644
--- a/modules/local/gtdbtk_summary/main.nf
+++ b/modules/local/gtdbtk_summary/main.nf
@@ -1,7 +1,7 @@
 process GTDBTK_SUMMARY {
 
 
-    conda "conda-forge::pandas=1.4.3"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/pandas:1.4.3' :
         'biocontainers/pandas:1.4.3' }"
diff --git a/modules/local/mag_depths/environment.yml b/modules/local/mag_depths/environment.yml
new file mode 100644
index 000000000..30da2d064
--- /dev/null
+++ b/modules/local/mag_depths/environment.yml
@@ -0,0 +1,10 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::metabat2=2.15
+  - conda-forge::python=3.6.7
+  - conda-forge::biopython=1.74
+  - conda-forge::pandas=1.1.5
diff --git a/modules/local/mag_depths/main.nf b/modules/local/mag_depths/main.nf
index 2ee635239..9b5ebaccf 100644
--- a/modules/local/mag_depths/main.nf
+++ b/modules/local/mag_depths/main.nf
@@ -2,7 +2,7 @@ process MAG_DEPTHS {
     tag "${meta.assembler}-${meta.binner}-${meta.id}"
 
     // Using container from metabat2 process, since this will be anyway already downloaded and contains biopython and pandas
-    conda "bioconda::metabat2=2.15 conda-forge::python=3.6.7 conda-forge::biopython=1.74 conda-forge::pandas=1.1.5"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/mulled-v2-e25d1fa2bb6cbacd47a4f8b2308bd01ba38c5dd7:75310f02364a762e6ba5206fcd11d7529534ed6e-0' :
         'biocontainers/mulled-v2-e25d1fa2bb6cbacd47a4f8b2308bd01ba38c5dd7:75310f02364a762e6ba5206fcd11d7529534ed6e-0' }"
diff --git a/modules/local/mag_depths_convert/environment.yml b/modules/local/mag_depths_convert/environment.yml
new file mode 100644
index 000000000..0be1e105f
--- /dev/null
+++ b/modules/local/mag_depths_convert/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::bioawk=1.0
diff --git a/modules/local/mag_depths_convert/main.nf b/modules/local/mag_depths_convert/main.nf
index 418d052b3..607962464 100644
--- a/modules/local/mag_depths_convert/main.nf
+++ b/modules/local/mag_depths_convert/main.nf
@@ -1,7 +1,7 @@
 process CONVERT_DEPTHS {
     tag "${meta.id}"
 
-    conda "bioconda::bioawk=1.0"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/bioawk:1.0--hed695b0_5' :
         'biocontainers/bioawk:1.0--hed695b0_5' }"
diff --git a/modules/local/mag_depths_plot/environment.yml b/modules/local/mag_depths_plot/environment.yml
new file mode 100644
index 000000000..e37de1d45
--- /dev/null
+++ b/modules/local/mag_depths_plot/environment.yml
@@ -0,0 +1,10 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - conda-forge::python=3.9
+  - conda-forge::pandas=1.3.0
+  - conda-forge::seaborn=0.11.0
+  - conda-forge::matplotlib=3.4.2
diff --git a/modules/local/mag_depths_plot/main.nf b/modules/local/mag_depths_plot/main.nf
index 2291ca2d4..de4d6e039 100644
--- a/modules/local/mag_depths_plot/main.nf
+++ b/modules/local/mag_depths_plot/main.nf
@@ -1,6 +1,6 @@
 process MAG_DEPTHS_PLOT {
     tag "${meta.assembler}-${meta.binner}-${meta.id}"
-    conda "conda-forge::python=3.9 conda-forge::pandas=1.3.0 conda-forge::seaborn=0.11.0 conda-forge::matplotlib=3.4.2"
+    conda "${moduleDir}/environment.yml"
     container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
         ? 'https://depot.galaxyproject.org/singularity/mulled-v2-d14219255233ee6cacc427e28a7caf8ee42e8c91:0a22c7568e4a509925048454dad9ab37fa8fe776-0'
         : 'biocontainers/mulled-v2-d14219255233ee6cacc427e28a7caf8ee42e8c91:0a22c7568e4a509925048454dad9ab37fa8fe776-0'}"
diff --git a/modules/local/mag_depths_summary/environment.yml b/modules/local/mag_depths_summary/environment.yml
new file mode 100644
index 000000000..ac80f50b1
--- /dev/null
+++ b/modules/local/mag_depths_summary/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - conda-forge::pandas=1.4.3
diff --git a/modules/local/mag_depths_summary/main.nf b/modules/local/mag_depths_summary/main.nf
index 1be7becc1..1d796ae0c 100644
--- a/modules/local/mag_depths_summary/main.nf
+++ b/modules/local/mag_depths_summary/main.nf
@@ -1,6 +1,6 @@
 process MAG_DEPTHS_SUMMARY {
 
-    conda "conda-forge::pandas=1.4.3"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/pandas:1.4.3' :
         'biocontainers/pandas:1.4.3' }"
diff --git a/modules/local/quast_bins/environment.yml b/modules/local/quast_bins/environment.yml
new file mode 100644
index 000000000..840565782
--- /dev/null
+++ b/modules/local/quast_bins/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::quast=5.0.2
diff --git a/modules/local/quast_bins/main.nf b/modules/local/quast_bins/main.nf
index 301174041..7f15c7cbf 100644
--- a/modules/local/quast_bins/main.nf
+++ b/modules/local/quast_bins/main.nf
@@ -1,7 +1,7 @@
 process QUAST_BINS {
     tag "${meta.assembler}-${meta.binner}-${meta.domain}-${meta.refinement}-${meta.id}"
 
-    conda "bioconda::quast=5.0.2"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/quast:5.0.2--py37pl526hb5aa323_2' :
         'biocontainers/quast:5.0.2--py37pl526hb5aa323_2' }"
diff --git a/modules/local/quast_bins_summary/environment.yml b/modules/local/quast_bins_summary/environment.yml
new file mode 100644
index 000000000..4ea414c04
--- /dev/null
+++ b/modules/local/quast_bins_summary/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - conda-forge::sed=4.7
diff --git a/modules/local/quast_bins_summary/main.nf b/modules/local/quast_bins_summary/main.nf
index 8b1734df3..5a83a49c4 100644
--- a/modules/local/quast_bins_summary/main.nf
+++ b/modules/local/quast_bins_summary/main.nf
@@ -1,6 +1,6 @@
 process QUAST_BINS_SUMMARY {
 
-    conda "conda-forge::sed=4.7"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/ubuntu:20.04' :
         'nf-core/ubuntu:20.04' }"
diff --git a/modules/local/quast_run/environment.yml b/modules/local/quast_run/environment.yml
new file mode 100644
index 000000000..840565782
--- /dev/null
+++ b/modules/local/quast_run/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::quast=5.0.2
diff --git a/modules/local/quast_run/main.nf b/modules/local/quast_run/main.nf
index 4b68f4127..3b93308ec 100644
--- a/modules/local/quast_run/main.nf
+++ b/modules/local/quast_run/main.nf
@@ -1,7 +1,7 @@
 process QUAST {
     tag "${meta.assembler}-${meta.id}"
 
-    conda "bioconda::quast=5.0.2"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/quast:5.0.2--py37pl526hb5aa323_2' :
         'biocontainers/quast:5.0.2--py37pl526hb5aa323_2' }"
diff --git a/modules/local/split_fasta/environment.yml b/modules/local/split_fasta/environment.yml
new file mode 100644
index 000000000..30da2d064
--- /dev/null
+++ b/modules/local/split_fasta/environment.yml
@@ -0,0 +1,10 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::metabat2=2.15
+  - conda-forge::python=3.6.7
+  - conda-forge::biopython=1.74
+  - conda-forge::pandas=1.1.5
diff --git a/modules/local/split_fasta/main.nf b/modules/local/split_fasta/main.nf
index 4ea3b757b..69e675c9a 100644
--- a/modules/local/split_fasta/main.nf
+++ b/modules/local/split_fasta/main.nf
@@ -3,7 +3,7 @@ process SPLIT_FASTA {
     label 'process_low'
 
     // Using container from metabat2 process, since this will be anyway already downloaded and contains biopython and pandas
-    conda "bioconda::metabat2=2.15 conda-forge::python=3.6.7 conda-forge::biopython=1.74 conda-forge::pandas=1.1.5"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/mulled-v2-e25d1fa2bb6cbacd47a4f8b2308bd01ba38c5dd7:75310f02364a762e6ba5206fcd11d7529534ed6e-0' :
         'biocontainers/mulled-v2-e25d1fa2bb6cbacd47a4f8b2308bd01ba38c5dd7:75310f02364a762e6ba5206fcd11d7529534ed6e-0' }"
diff --git a/modules/local/tiara_classify/environment.yml b/modules/local/tiara_classify/environment.yml
new file mode 100644
index 000000000..19b71a09b
--- /dev/null
+++ b/modules/local/tiara_classify/environment.yml
@@ -0,0 +1,8 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - conda-forge::r-tidyverse=1.3.1
+  - conda-forge::r-optparse=1.7.3
diff --git a/modules/local/tiara_classify/main.nf b/modules/local/tiara_classify/main.nf
index 8fde52414..0ec993073 100644
--- a/modules/local/tiara_classify/main.nf
+++ b/modules/local/tiara_classify/main.nf
@@ -2,7 +2,7 @@ process TIARA_CLASSIFY {
     tag "${meta.id}"
     label "process_single"
 
-    conda "conda-forge::r-tidyverse=1.3.1 conda-forge::r-optparse=1.7.3"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/mulled-v2-1021c2bc41756fa99bc402f461dad0d1c35358c1:b0c847e4fb89c343b04036e33b2daa19c4152cf5-0' :
         'biocontainers/mulled-v2-1021c2bc41756fa99bc402f461dad0d1c35358c1:b0c847e4fb89c343b04036e33b2daa19c4152cf5-0' }"

From a951cea0b079c2aa8f8a4ce2efaab1aa3b41d53b Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 19 Sep 2025 11:22:10 +0200
Subject: [PATCH 146/288] Update docs/usage.md

Co-authored-by: Daniel Lundin <erik.rikard.daniel@gmail.com>
---
 docs/usage.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/usage.md b/docs/usage.md
index b6d7113ae..0d0440d5e 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -24,7 +24,7 @@ If long reads are provided (`long_reads`), the `long_reads_platform` column is r
 
 These platform fields are important for downstream alignment and assembly tools.
 
-A nf-core/mag input samplesheet file can contain the following columns:
+An nf-core/mag input samplesheet file can contain the following columns:
 
 `sample,group,short_reads_1,short_reads_2,long_reads,short_reads_platform,long_reads_platform`
 

From 10e90d9f501318e94116bf1715d01859069b927d Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 19 Sep 2025 11:22:56 +0200
Subject: [PATCH 147/288] Update docs/usage.md

Co-authored-by: Daniel Lundin <erik.rikard.daniel@gmail.com>
---
 docs/usage.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/usage.md b/docs/usage.md
index 0d0440d5e..8a8d691ed 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -49,7 +49,7 @@ or to additionally perform run merging of two runs from sample1:
 
 ```csv title="samplesheet_mix_mergeruns.csv"
 sample,run,group,short_reads_1,short_reads_2,long_reads,short_reads_platform,long_reads_platform
-sample1,1,0,dwata/sample1_R1.fastq.gz,data/sample1_R2.fastq.gz,data/sample1.fastq.gz,ILLUMINA,OXFORD_NANOPORE
+sample1,1,0,data/sample1_lane2_R1.fastq.gz,data/sample1_lane2_R2.fastq.gz,data/sample1.fastq.gz,ILLUMINA,OXFORD_NANOPORE
 sample1,2,0,data/sample1_R1.fastq.gz,data/sample1_R2.fastq.gz,data/sample1.fastq.gz,ILLUMINA,OXFORD_NANOPORE
 sample2,0,0,data/sample2_R1.fastq.gz,data/sample2_R2.fastq.gz,data/sample2.fastq.gz,ILLUMINA,OXFORD_NANOPORE
 sample3,1,0,data/sample3_R1.fastq.gz,data/sample3_R2.fastq.gz,,ILLUMINA,OXFORD_NANOPORE

From 2650a55f3fff6130dd2ee3380d247ff5eda93fce Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 19 Sep 2025 15:04:48 +0200
Subject: [PATCH 148/288] Update chagnelog date and metromap modifications
 after feedback from @dialvarezs @erikrikarddaniel

---
 CHANGELOG.md                       |   2 +-
 docs/images/mag_metromap_dark.png  | Bin 971131 -> 968244 bytes
 docs/images/mag_metromap_dark.svg  |  44 ++++++++++++-----------------
 docs/images/mag_metromap_light.png | Bin 976456 -> 973381 bytes
 docs/images/mag_metromap_light.svg |  42 +++++++++++----------------
 5 files changed, 36 insertions(+), 52 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 23aaa9f79..ce3900174 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,7 +3,7 @@
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-## 5.0.0 - [2025-09-19]
+## 5.0.0 - [2025-09-22]
 
 ### `Added`
 
diff --git a/docs/images/mag_metromap_dark.png b/docs/images/mag_metromap_dark.png
index f77ea5f318c6a8ca74aab87efdb86dde6ce27d57..0f3590f6250038e688e313ee1753ffc30e610509 100644
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diff --git a/docs/images/mag_metromap_dark.svg b/docs/images/mag_metromap_dark.svg
index b07968154..5a2089a50 100644
--- a/docs/images/mag_metromap_dark.svg
+++ b/docs/images/mag_metromap_dark.svg
@@ -10,7 +10,7 @@
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+   inkscape:export-filename="mag_metromap_light.png"
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    inkscape:export-ydpi="300"
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diff --git a/docs/images/mag_metromap_light.svg b/docs/images/mag_metromap_light.svg
index ba0f9a0fd..79f915734 100644
--- a/docs/images/mag_metromap_light.svg
+++ b/docs/images/mag_metromap_light.svg
@@ -26,11 +26,11 @@
      inkscape:pagecheckerboard="1"
      inkscape:deskcolor="#d1d1d1"
      inkscape:document-units="mm"
-     showgrid="true"
-     inkscape:zoom="0.58355119"
-     inkscape:cx="765.99964"
-     inkscape:cy="623.76705"
-     inkscape:current-layer="g9"
+     showgrid="false"
+     inkscape:zoom="0.412633"
+     inkscape:cx="518.62066"
+     inkscape:cy="588.90103"
+     inkscape:current-layer="g12"
      showguides="true"><inkscape:grid
        id="grid1"
        units="px"
@@ -46,7 +46,7 @@
        dotted="true"
        gridanglex="30"
        gridanglez="30"
-       visible="true" /></sodipodi:namedview><defs
+       visible="false" /></sodipodi:namedview><defs
      id="defs1"><rect
        x="554.23785"
        y="468.87411"
@@ -672,21 +672,13 @@
          y="123.03125"
          ry="2.6458333" /><path
          style="fill:none;stroke:#ae0a07;stroke-width:2.64583;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-opacity:1"
-         d="m 298.87837,117.71007 h -4.00424 c -3.94417,0 -7.79437,-2.50272 -10.58333,-5.29165 l -2.64584,-2.64585"
+         d="m 299.43552,116.82564 h -4.00424 c -3.94417,0 -7.79437,-2.50272 -10.58333,-5.29165 l -2.64584,-2.64585"
          id="path1232-7-2-6-3-0"
          sodipodi:nodetypes="cssc" /><path
          style="fill:none;stroke:#ae0a07;stroke-width:2.64583;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-opacity:1"
-         d="m 260.21372,101.5705 h 7.93749 c 3.94417,0 7.79438,2.50271 10.58333,5.29166 l 3.07262,3.07262"
+         d="m 260.60867,100.52386 h 7.93749 c 3.94417,0 7.79438,2.50271 10.58333,5.29166 l 3.07262,3.07262"
          id="path1232-7-2-7-1-7-6"
          sodipodi:nodetypes="cssc" /><path
-         style="fill:none;stroke:#ae0a07;stroke-width:2.64583;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-opacity:1"
-         d="m 208.98785,117.71008 c 3.94417,0 7.79437,-2.50272 10.58333,-5.29165 l 2.64584,-2.64585"
-         id="path1232-7-2-6-3-0-7"
-         sodipodi:nodetypes="csc" /><path
-         style="fill:none;stroke:#ae0a07;stroke-width:2.64583;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-opacity:1"
-         d="m 262.16911,101.5705 h -26.45834 c -3.94417,0 -7.79438,2.50271 -10.58333,5.29166 l -3.36059,3.36059"
-         id="path1232-7-2-7-1-7-6-4"
-         sodipodi:nodetypes="cssc" /><path
          style="fill:none;stroke:#f8bb05;stroke-width:2.64583;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-opacity:1"
          d="m 387.89572,117.73947 c -3.94418,0 -7.79438,-2.50272 -10.58333,-5.29166 l -2.64585,-2.64584"
          id="path1232-7-2-6-3-0-8"
@@ -716,11 +708,11 @@
          id="path1232-7-2-7-1-5"
          sodipodi:nodetypes="cssc" /><path
          style="fill:none;stroke:#ae0a07;stroke-width:2.64583;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-opacity:1"
-         d="m 215.61487,116.47205 h -7.44386 c -3.94417,0 -7.79437,-2.50272 -10.58333,-5.29165 l -2.64584,-2.64585"
+         d="m 214.30659,116.47205 -32.59393,0 c -3.94417,0 -7.79437,-2.50272 -10.58333,-5.29165 l -2.64584,-2.64585"
          id="path1232-7-2-6-3"
          sodipodi:nodetypes="cssc" /><path
          style="fill:none;stroke:#ae0a07;stroke-width:2.64583;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-opacity:1"
-         d="m 173.81068,100.63256 h 7.93749 c 3.94417,0 7.79437,2.50272 10.58333,5.29166 l 2.64584,2.64584"
+         d="m 147.35233,100.63256 h 7.93749 c 3.94417,0 7.79437,2.50272 10.58333,5.29166 l 2.64584,2.64584"
          id="path1232-7-2-7-1-7"
          sodipodi:nodetypes="cssc" /><path
          style="fill:#ecdc86;fill-opacity:1;stroke:#00b7f1;stroke-width:2.64583;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-opacity:1"
@@ -837,7 +829,7 @@
          cy="135.06175"
          r="2.6458333" /><path
          style="fill:none;stroke:#ae0a07;stroke-width:2.64583;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-opacity:1"
-         d="M 44.366548,100.63253 H 174.60446"
+         d="M 44.366551,100.52386 H 260.60867"
          id="path2500-0"
          sodipodi:nodetypes="cc" /><circle
          style="fill:#ffffff;stroke:#000000;stroke-width:2.64583;stroke-linecap:round;stroke-miterlimit:4;stroke-dasharray:none;paint-order:stroke markers fill;stop-color:#000000"
@@ -937,19 +929,19 @@
            id="tspan10">(PhiX)</tspan></text><circle
          style="fill:#ffffff;stroke:#000000;stroke-width:2.64583;stroke-linecap:round;stroke-miterlimit:4;stroke-dasharray:none;paint-order:stroke markers fill;stop-color:#000000"
          id="path3447-1-9-6"
-         cx="164.2858"
-         cy="100.63256"
+         cx="169.98367"
+         cy="110.56383"
          r="2.6458333" /><text
          xml:space="preserve"
          style="font-size:4.23333px;line-height:2.2;font-family:'Maven Pro';-inkscape-font-specification:'Maven Pro';text-decoration-color:#000000;letter-spacing:0px;fill:#000000;stroke:none;stroke-width:0.661458;paint-order:stroke markers fill"
-         x="156.21707"
-         y="94.172005"
+         x="151.46912"
+         y="117.08205"
          id="text1-0-9-7"><tspan
            sodipodi:role="line"
            id="tspan1-2-2-3"
            style="fill:#000000;stroke:none;stroke-width:0.661458"
-           x="156.21707"
-           y="94.172005">BBNorm</tspan></text><circle
+           x="151.46912"
+           y="117.08205">BBNorm</tspan></text><circle
          style="fill:#ffffff;stroke:#000000;stroke-width:2.64583;stroke-linecap:round;stroke-miterlimit:4;stroke-dasharray:none;paint-order:stroke markers fill;stop-color:#000000"
          id="path3447-1-96"
          cx="80.086502"

From 4372095c94ead6cc0eaaa8b57aa15133c7cc1794 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 19 Sep 2025 15:36:55 +0200
Subject: [PATCH 149/288] update snapshot

---
 tests/default.nf.test.snap | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index c7d0be9ad..ad9d6b6e6 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -370,7 +370,7 @@
                 "fastqc_sequence_counts_plot.yaml:md5,914b960f91309a956e21c178901982bc",
                 "fastqc_sequence_duplication_levels_plot.yaml:md5,f5e10bf8d1fef04701a2f3d111248b73",
                 "fastqc_sequence_length_distribution_plot.yaml:md5,765a15b429f92f428bb8cd7e01ca6f3f",
-                "gtdbtk-first-table.yaml:md5,21060ffc35127f11216a84d6e705e25d",
+                "gtdbtk-first-table.yaml:md5,03b4c0fe32b63adccbf37fc0ed8de065",
                 "multiqc_bowtie2.yaml:md5,dbe34bb5e06f65c3cf7af116f1d54a10",
                 "multiqc_bowtie2_bowtie2-2.yaml:md5,b60f4adf7e78bec1bf16046ce5ea3b7d",
                 "multiqc_busco.yaml:md5,1af79f05dd67bd79225666ceac0261a8",
@@ -379,7 +379,7 @@
                 "multiqc_fastqc.yaml:md5,c856302b60a6c3c3fd5f273ed1a7c967",
                 "multiqc_fastqc_fastqc-1.yaml:md5,b090818c369a65b9218bae720078035c",
                 "multiqc_general_stats.yaml:md5,c195f373bc7dc98d894b439263bc9b8c",
-                "multiqc_gtdbtk.yaml:md5,2ebea18f9d7f9917fd66add21a0b4885",
+                "multiqc_gtdbtk.yaml:md5,dd5a04cfa5a10ab8d664b47c6e5c9ada",
                 "multiqc_prokka.yaml:md5,4ae2daa70fd98063a0a694807d3c764d",
                 "multiqc_quast.yaml:md5,1be7cc2def0a960cbc3c19bdc4504c78",
                 "multiqc_quast_quast-1.yaml:md5,194210784bf73ef2c6fb4d4d3b33bfb8",
@@ -392,6 +392,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-17T21:46:01.505865654"
+        "timestamp": "2025-09-19T14:06:38.738501157"
     }
 }
\ No newline at end of file

From b313b6b897732ea6d99d85a436345e3baf095c5d Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Sun, 21 Sep 2025 09:12:42 +0200
Subject: [PATCH 150/288] Improve CONDA pinning in several modules to match
 snapshot and ensure better reproducbility

---
 modules/local/adjust_maxbin2_ext/environment.yml | 2 +-
 modules/local/bin_summary/environment.yml        | 1 +
 modules/local/gtdbtk_summary/environment.yml     | 1 +
 modules/local/mag_depths_plot/environment.yml    | 2 +-
 modules/local/mag_depths_summary/environment.yml | 1 +
 modules/local/quast_bins/environment.yml         | 1 +
 modules/local/quast_run/environment.yml          | 1 +
 7 files changed, 7 insertions(+), 2 deletions(-)

diff --git a/modules/local/adjust_maxbin2_ext/environment.yml b/modules/local/adjust_maxbin2_ext/environment.yml
index 4ea414c04..49379a792 100644
--- a/modules/local/adjust_maxbin2_ext/environment.yml
+++ b/modules/local/adjust_maxbin2_ext/environment.yml
@@ -4,4 +4,4 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
-  - conda-forge::sed=4.7
+  - conda-forge::coreutils=8.30
diff --git a/modules/local/bin_summary/environment.yml b/modules/local/bin_summary/environment.yml
index ac80f50b1..8cbb19c09 100644
--- a/modules/local/bin_summary/environment.yml
+++ b/modules/local/bin_summary/environment.yml
@@ -4,4 +4,5 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
+  - conda-forge::python=3.10.6
   - conda-forge::pandas=1.4.3
diff --git a/modules/local/gtdbtk_summary/environment.yml b/modules/local/gtdbtk_summary/environment.yml
index ac80f50b1..8cbb19c09 100644
--- a/modules/local/gtdbtk_summary/environment.yml
+++ b/modules/local/gtdbtk_summary/environment.yml
@@ -4,4 +4,5 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
+  - conda-forge::python=3.10.6
   - conda-forge::pandas=1.4.3
diff --git a/modules/local/mag_depths_plot/environment.yml b/modules/local/mag_depths_plot/environment.yml
index e37de1d45..305aea35c 100644
--- a/modules/local/mag_depths_plot/environment.yml
+++ b/modules/local/mag_depths_plot/environment.yml
@@ -4,7 +4,7 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
-  - conda-forge::python=3.9
+  - conda-forge::python=3.9.6
   - conda-forge::pandas=1.3.0
   - conda-forge::seaborn=0.11.0
   - conda-forge::matplotlib=3.4.2
diff --git a/modules/local/mag_depths_summary/environment.yml b/modules/local/mag_depths_summary/environment.yml
index ac80f50b1..8cbb19c09 100644
--- a/modules/local/mag_depths_summary/environment.yml
+++ b/modules/local/mag_depths_summary/environment.yml
@@ -4,4 +4,5 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
+  - conda-forge::python=3.10.6
   - conda-forge::pandas=1.4.3
diff --git a/modules/local/quast_bins/environment.yml b/modules/local/quast_bins/environment.yml
index 840565782..b018bee9a 100644
--- a/modules/local/quast_bins/environment.yml
+++ b/modules/local/quast_bins/environment.yml
@@ -4,4 +4,5 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
+  - bioconda::python=3.7.6
   - bioconda::quast=5.0.2
diff --git a/modules/local/quast_run/environment.yml b/modules/local/quast_run/environment.yml
index 840565782..b018bee9a 100644
--- a/modules/local/quast_run/environment.yml
+++ b/modules/local/quast_run/environment.yml
@@ -4,4 +4,5 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
+  - bioconda::python=3.7.6
   - bioconda::quast=5.0.2

From 8d0d0fc3994bb4621ab1f428a35c06b340292ede Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Sun, 21 Sep 2025 09:17:25 +0200
Subject: [PATCH 151/288] bump NANOPLOT to 1.46.1 to fix kaleodio issue in
 conda

---
 CHANGELOG.md                                  |  1 +
 modules.json                                  |  2 +-
 modules/nf-core/nanoplot/environment.yml      |  2 +-
 modules/nf-core/nanoplot/main.nf              |  6 ++--
 modules/nf-core/nanoplot/meta.yml             | 11 ------
 modules/nf-core/nanoplot/tests/main.nf.test   | 17 ++++-----
 .../nf-core/nanoplot/tests/main.nf.test.snap  | 36 ++++++-------------
 7 files changed, 24 insertions(+), 51 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ce3900174..5b10ca196 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -60,6 +60,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 | pydamage     | 0.7.0            | 1.0.0       |
 | seqtk        | 1.3              | 1.4         |
 | porechop_abi | 0.5.0            | 0.5.0post1  |
+| NanoPlot     | 1.44.1           | 1.46.1      |
 
 ### `Deprecated`
 
diff --git a/modules.json b/modules.json
index fe582cba6..3c802a356 100644
--- a/modules.json
+++ b/modules.json
@@ -253,7 +253,7 @@
                     },
                     "nanoplot": {
                         "branch": "master",
-                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
+                        "git_sha": "9322f997f94451510f974e417ec5277869030b44",
                         "installed_by": ["modules"]
                     },
                     "nanoq": {
diff --git a/modules/nf-core/nanoplot/environment.yml b/modules/nf-core/nanoplot/environment.yml
index 660a95480..c6b1c5bf3 100644
--- a/modules/nf-core/nanoplot/environment.yml
+++ b/modules/nf-core/nanoplot/environment.yml
@@ -4,4 +4,4 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
-  - bioconda::nanoplot=1.44.1
+  - bioconda::nanoplot=1.46.1
diff --git a/modules/nf-core/nanoplot/main.nf b/modules/nf-core/nanoplot/main.nf
index 31103a421..71b5bf366 100644
--- a/modules/nf-core/nanoplot/main.nf
+++ b/modules/nf-core/nanoplot/main.nf
@@ -4,8 +4,8 @@ process NANOPLOT {
 
     conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/96/9633ba7d2adf5e17e7d219d60efebb1d1e76cbea6e3f7440320f11cc99da37ac/data' :
-        'community.wave.seqera.io/library/nanoplot:1.44.1--e754907b17cfacc2' }"
+        'https://depot.galaxyproject.org/singularity/nanoplot:1.46.1--pyhdfd78af_0' :
+        'biocontainers/nanoplot:1.46.1--pyhdfd78af_0' }"
 
     input:
     tuple val(meta), path(ontfile)
@@ -14,7 +14,6 @@ process NANOPLOT {
     tuple val(meta), path("*.html")                , emit: html
     tuple val(meta), path("*.png") , optional: true, emit: png
     tuple val(meta), path("*.txt")                 , emit: txt
-    tuple val(meta), path("*.log")                 , emit: log
     path  "versions.yml"                           , emit: versions
 
     when:
@@ -41,7 +40,6 @@ process NANOPLOT {
     touch LengthvsQualityScatterPlot_dot.html
     touch LengthvsQualityScatterPlot_kde.html
     touch NanoPlot-report.html
-    touch NanoPlot_20240301_1130.log
     touch NanoStats.txt
     touch Non_weightedHistogramReadlength.html
     touch Non_weightedLogTransformed_HistogramReadlength.html
diff --git a/modules/nf-core/nanoplot/meta.yml b/modules/nf-core/nanoplot/meta.yml
index 0a785350d..3df7b98c5 100644
--- a/modules/nf-core/nanoplot/meta.yml
+++ b/modules/nf-core/nanoplot/meta.yml
@@ -59,17 +59,6 @@ output:
           description: Stats from NanoPlot
           pattern: "*{.txt}"
           ontologies: []
-  log:
-    - - meta:
-          type: map
-          description: |
-            Groovy Map containing sample information
-            e.g. [ id:'test', single_end:false ]
-      - "*.log":
-          type: file
-          description: log file of NanoPlot run
-          pattern: "*{.log}"
-          ontologies: []
   versions:
     - versions.yml:
         type: file
diff --git a/modules/nf-core/nanoplot/tests/main.nf.test b/modules/nf-core/nanoplot/tests/main.nf.test
index 233b6cc7d..e0042d39b 100644
--- a/modules/nf-core/nanoplot/tests/main.nf.test
+++ b/modules/nf-core/nanoplot/tests/main.nf.test
@@ -23,6 +23,9 @@ nextflow_process {
         then {
             assertAll(
                 { assert process.success },
+                { assert process.out.html[0][1].size() > 0 },
+                { assert process.out.txt[0][1] },
+                { assert file(process.out.txt[0][1]).readLines().size() > 1 },
                 { assert snapshot(
                     process.out.html[0][1].collect { p -> file(p).name },
                     file(process.out.txt[0][1]).name,
@@ -30,11 +33,9 @@ nextflow_process {
                     // file(process.out.log[0][1]).name, name contains date
                     process.out.versions
                     ).match()
-                },
-                { assert file(process.out.log[0][1]).text.contains('Finished!') }
+                }
             )
         }
-
     }
 
     test("NanoPlot FASTQ") {
@@ -53,6 +54,9 @@ nextflow_process {
         then {
             assertAll(
                 { assert process.success },
+                { assert process.out.html[0][1].size() > 0 },
+                { assert process.out.txt[0][1] },
+                { assert file(process.out.txt[0][1]).readLines().size() > 1 },
                 { assert snapshot(
                     process.out.html[0][1].collect { p -> file(p).name },
                     file(process.out.txt[0][1]).name,
@@ -60,11 +64,9 @@ nextflow_process {
                     // file(process.out.log[0][1]).name, name contains date
                     process.out.versions
                     ).match()
-                },
-                { assert file(process.out.log[0][1]).text.contains('Finished!') }
+                }
             )
         }
-
     }
 
     test("NanoPlot - stub") {
@@ -87,6 +89,5 @@ nextflow_process {
                 { assert snapshot(process.out).match() }
             )
         }
-
     }
-}
+}
\ No newline at end of file
diff --git a/modules/nf-core/nanoplot/tests/main.nf.test.snap b/modules/nf-core/nanoplot/tests/main.nf.test.snap
index f61d1d408..527d66050 100644
--- a/modules/nf-core/nanoplot/tests/main.nf.test.snap
+++ b/modules/nf-core/nanoplot/tests/main.nf.test.snap
@@ -31,15 +31,7 @@
                     ]
                 ],
                 "3": [
-                    [
-                        {
-                            "id": "test"
-                        },
-                        "NanoPlot_20240301_1130.log:md5,d41d8cd98f00b204e9800998ecf8427e"
-                    ]
-                ],
-                "4": [
-                    "versions.yml:md5,128bcc72b1614609aebce4238353c34b"
+                    "versions.yml:md5,1dcb7bfda282d447bdf7fff8f83e0076"
                 ],
                 "html": [
                     [
@@ -58,14 +50,6 @@
                         ]
                     ]
                 ],
-                "log": [
-                    [
-                        {
-                            "id": "test"
-                        },
-                        "NanoPlot_20240301_1130.log:md5,d41d8cd98f00b204e9800998ecf8427e"
-                    ]
-                ],
                 "png": [
                     
                 ],
@@ -78,15 +62,15 @@
                     ]
                 ],
                 "versions": [
-                    "versions.yml:md5,128bcc72b1614609aebce4238353c34b"
+                    "versions.yml:md5,1dcb7bfda282d447bdf7fff8f83e0076"
                 ]
             }
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "24.10.5"
+            "nextflow": "25.04.6"
         },
-        "timestamp": "2025-03-28T10:19:52.279079643"
+        "timestamp": "2025-08-29T11:06:10.291228562"
     },
     "NanoPlot FASTQ": {
         "content": [
@@ -102,14 +86,14 @@
             ],
             "NanoStats.txt",
             [
-                "versions.yml:md5,128bcc72b1614609aebce4238353c34b"
+                "versions.yml:md5,1dcb7bfda282d447bdf7fff8f83e0076"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "24.10.5"
+            "nextflow": "25.04.6"
         },
-        "timestamp": "2025-03-28T10:19:39.190082888"
+        "timestamp": "2025-08-28T16:57:47.664858879"
     },
     "NanoPlot summary": {
         "content": [
@@ -131,13 +115,13 @@
             ],
             "NanoStats.txt",
             [
-                "versions.yml:md5,128bcc72b1614609aebce4238353c34b"
+                "versions.yml:md5,1dcb7bfda282d447bdf7fff8f83e0076"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "24.10.5"
+            "nextflow": "25.04.6"
         },
-        "timestamp": "2025-03-28T10:19:23.1160922"
+        "timestamp": "2025-08-28T16:57:35.686031695"
     }
 }
\ No newline at end of file

From f7b1133d394a49f51eb290cdf5026e0bc220cb8c Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Sun, 21 Sep 2025 09:18:14 +0200
Subject: [PATCH 152/288] Bump NANOPLOT versions in snaphost

---
 tests/test_hybrid.nf.test.snap                    | 4 ++--
 tests/test_longreadonly.nf.test.snap              | 4 ++--
 tests/test_longreadonly_alternatives.nf.test.snap | 4 ++--
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/tests/test_hybrid.nf.test.snap b/tests/test_hybrid.nf.test.snap
index 4972fe6ce..033800e98 100644
--- a/tests/test_hybrid.nf.test.snap
+++ b/tests/test_hybrid.nf.test.snap
@@ -88,10 +88,10 @@
                     "minimap2": "2.29-r1283"
                 },
                 "NANOPLOT_FILTERED": {
-                    "nanoplot": "1.44.1"
+                    "nanoplot": "1.46.1"
                 },
                 "NANOPLOT_RAW": {
-                    "nanoplot": "1.44.1"
+                    "nanoplot": "1.46.1"
                 },
                 "POOL_LONG_READS": {
                     "cat": 9.5
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index bd3d0e9f4..e09fe80c1 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -72,10 +72,10 @@
                     "nanolyse": "1.2.0"
                 },
                 "NANOPLOT_FILTERED": {
-                    "nanoplot": "1.44.1"
+                    "nanoplot": "1.46.1"
                 },
                 "NANOPLOT_RAW": {
-                    "nanoplot": "1.44.1"
+                    "nanoplot": "1.46.1"
                 },
                 "PORECHOP_ABI": {
                     "porechop_abi": "0.5.0"
diff --git a/tests/test_longreadonly_alternatives.nf.test.snap b/tests/test_longreadonly_alternatives.nf.test.snap
index 440294a74..3f6b5ea6a 100644
--- a/tests/test_longreadonly_alternatives.nf.test.snap
+++ b/tests/test_longreadonly_alternatives.nf.test.snap
@@ -59,10 +59,10 @@
                     "nanolyse": "1.2.0"
                 },
                 "NANOPLOT_FILTERED": {
-                    "nanoplot": "1.44.1"
+                    "nanoplot": "1.46.1"
                 },
                 "NANOPLOT_RAW": {
-                    "nanoplot": "1.44.1"
+                    "nanoplot": "1.46.1"
                 },
                 "NANOQ": {
                     "nanoq": "0.10.0"

From b56a5956b1a7a2fba7ea3de15cd47021de5f39f0 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Sun, 21 Sep 2025 09:42:17 +0200
Subject: [PATCH 153/288] Use correct repository

---
 modules/local/quast_bins/environment.yml | 2 +-
 modules/local/quast_run/environment.yml  | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/modules/local/quast_bins/environment.yml b/modules/local/quast_bins/environment.yml
index b018bee9a..f41abf80e 100644
--- a/modules/local/quast_bins/environment.yml
+++ b/modules/local/quast_bins/environment.yml
@@ -4,5 +4,5 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
-  - bioconda::python=3.7.6
+  - conda-forge::python=3.7.6
   - bioconda::quast=5.0.2
diff --git a/modules/local/quast_run/environment.yml b/modules/local/quast_run/environment.yml
index b018bee9a..f41abf80e 100644
--- a/modules/local/quast_run/environment.yml
+++ b/modules/local/quast_run/environment.yml
@@ -4,5 +4,5 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
-  - bioconda::python=3.7.6
+  - conda-forge::python=3.7.6
   - bioconda::quast=5.0.2

From 14a87bb6baf8a74f6cdf535f8d59d4fde7a9db17 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Sun, 21 Sep 2025 16:35:11 +0200
Subject: [PATCH 154/288] Update CONCOCT to use latest conda build and fix
 version reporting

---
 modules.json                                  | 12 ++---
 modules/nf-core/concoct/concoct/main.nf       | 37 ++++++++-------
 .../concoct/concoct/tests/main.nf.test        | 14 +++---
 .../concoct/concoct/tests/main.nf.test.snap   | 24 +++++++---
 .../concoct/concoctcoveragetable/main.nf      | 29 ++++++------
 .../concoctcoveragetable/tests/main.nf.test   | 14 ++++--
 .../tests/main.nf.test.snap                   | 22 ++++++---
 modules/nf-core/concoct/cutupfasta/main.nf    | 45 ++++++++++---------
 .../concoct/cutupfasta/tests/main.nf.test     | 12 ++++-
 .../cutupfasta/tests/main.nf.test.snap        | 22 ++++++---
 .../nf-core/concoct/extractfastabins/main.nf  | 24 +++++-----
 .../extractfastabins/tests/main.nf.test       | 15 ++++---
 .../extractfastabins/tests/main.nf.test.snap  | 22 ++++++---
 .../concoct/mergecutupclustering/main.nf      | 30 +++++++------
 .../mergecutupclustering/tests/main.nf.test   | 14 ++++--
 .../tests/main.nf.test.snap                   | 22 ++++++---
 .../tests/main.nf.test.snap                   |  6 +--
 17 files changed, 224 insertions(+), 140 deletions(-)

diff --git a/modules.json b/modules.json
index 3c802a356..5dc2e7095 100644
--- a/modules.json
+++ b/modules.json
@@ -98,27 +98,27 @@
                     },
                     "concoct/concoct": {
                         "branch": "master",
-                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
+                        "git_sha": "ff39793aeff17b7ccb107424215898710b4aa424",
                         "installed_by": ["fasta_binning_concoct"]
                     },
                     "concoct/concoctcoveragetable": {
                         "branch": "master",
-                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
+                        "git_sha": "ff39793aeff17b7ccb107424215898710b4aa424",
                         "installed_by": ["fasta_binning_concoct"]
                     },
                     "concoct/cutupfasta": {
                         "branch": "master",
-                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
+                        "git_sha": "ff39793aeff17b7ccb107424215898710b4aa424",
                         "installed_by": ["fasta_binning_concoct"]
                     },
                     "concoct/extractfastabins": {
                         "branch": "master",
-                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
+                        "git_sha": "ff39793aeff17b7ccb107424215898710b4aa424",
                         "installed_by": ["fasta_binning_concoct"]
                     },
                     "concoct/mergecutupclustering": {
                         "branch": "master",
-                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
+                        "git_sha": "ff39793aeff17b7ccb107424215898710b4aa424",
                         "installed_by": ["fasta_binning_concoct"]
                     },
                     "csvtk/concat": {
@@ -343,7 +343,7 @@
                 "nf-core": {
                     "fasta_binning_concoct": {
                         "branch": "master",
-                        "git_sha": "c60c14b285b89bdd0607e371417dadb80385ad6e",
+                        "git_sha": "ff39793aeff17b7ccb107424215898710b4aa424",
                         "installed_by": ["subworkflows"]
                     },
                     "utils_nextflow_pipeline": {
diff --git a/modules/nf-core/concoct/concoct/main.nf b/modules/nf-core/concoct/concoct/main.nf
index 958defd80..3a0dd427f 100644
--- a/modules/nf-core/concoct/concoct/main.nf
+++ b/modules/nf-core/concoct/concoct/main.nf
@@ -1,34 +1,33 @@
-
 process CONCOCT_CONCOCT {
-    tag "$meta.id"
+    tag "${meta.id}"
     label 'process_high'
 
     conda "${moduleDir}/environment.yml"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/concoct:1.1.0--py312h245ed52_6':
-        'biocontainers/concoct:1.1.0--py312h245ed52_6' }"
+    container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
+        ? 'https://depot.galaxyproject.org/singularity/concoct:1.1.0--py39h8907335_8'
+        : 'biocontainers/concoct:1.1.0--py39h8907335_8'}"
 
     input:
     tuple val(meta), path(coverage_file), path(fasta)
 
     output:
-    tuple val(meta), path("*_args.txt")                         , emit: args_txt
-    tuple val(meta), path("*_clustering_gt1000.csv")            , emit: clustering_csv
-    tuple val(meta), path("*_log.txt")                          , emit: log_txt
-    tuple val(meta), path("*_original_data_gt1000.csv")         , emit: original_data_csv
-    tuple val(meta), path("*_PCA_components_data_gt1000.csv")   , emit: pca_components_csv
-    tuple val(meta), path("*_PCA_transformed_data_gt1000.csv")  , emit: pca_transformed_csv
-    path "versions.yml"                                         , emit: versions
+    tuple val(meta), path("*_args.txt"), emit: args_txt
+    tuple val(meta), path("*_clustering_gt1000.csv"), emit: clustering_csv
+    tuple val(meta), path("*_log.txt"), emit: log_txt
+    tuple val(meta), path("*_original_data_gt1000.csv"), emit: original_data_csv
+    tuple val(meta), path("*_PCA_components_data_gt1000.csv"), emit: pca_components_csv
+    tuple val(meta), path("*_PCA_transformed_data_gt1000.csv"), emit: pca_transformed_csv
+    path "versions.yml", emit: versions
 
     when:
     task.ext.when == null || task.ext.when
 
     script:
-    def args       = task.ext.args ?: ''
-    def prefix     = task.ext.prefix ?: "${meta.id}"
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
     """
     concoct \\
-        $args \\
+        ${args} \\
         --threads ${task.cpus} \\
         --coverage_file ${coverage_file} \\
         --composition_file ${fasta} \\
@@ -36,13 +35,13 @@ process CONCOCT_CONCOCT {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        concoct: \$(echo \$(concoct --version 2>&1) | sed 's/concoct //g' )
+        concoct: \$(echo \$(concoct --version 2> /dev/null) | sed 's/concoct //g' )
     END_VERSIONS
     """
 
     stub:
-    def args       = task.ext.args ?: ''
-    def prefix     = task.ext.prefix ?: "${meta.id}"
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
     """
     touch ${prefix}_args.txt
     touch ${prefix}_clustering_gt1000.csv
@@ -53,7 +52,7 @@ process CONCOCT_CONCOCT {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        concoct: \$(echo \$(concoct --version 2>&1) | sed 's/concoct //g' )
+        concoct: \$(echo \$(concoct --version 2> /dev/null) | sed 's/concoct //g' )
     END_VERSIONS
     """
 }
diff --git a/modules/nf-core/concoct/concoct/tests/main.nf.test b/modules/nf-core/concoct/concoct/tests/main.nf.test
index a979ebe37..92d20c176 100644
--- a/modules/nf-core/concoct/concoct/tests/main.nf.test
+++ b/modules/nf-core/concoct/concoct/tests/main.nf.test
@@ -74,8 +74,10 @@ nextflow_process {
                         process.out.pca_components_csv,
                         process.out.pca_transformed_csv,
                         process.out.versions,
-                        file(process.out.log_txt[0][1]).readLines().last().contains("CONCOCT Finished, the log shows how it went.")
-                    ).match() }
+                        file(process.out.log_txt[0][1]).readLines().last().contains("CONCOCT Finished, the log shows how it went."),
+                        path(process.out.versions[0]).yaml
+                    ).match() 
+                }
             )
         }
 
@@ -96,10 +98,12 @@ nextflow_process {
         then {
             assertAll(
                 { assert process.success },
-                { assert snapshot(process.out).match() }
+                { assert snapshot(
+                        process.out,
+                        path(process.out.versions[0]).yaml
+                    ).match()
+                }
             )
         }
-
     }
-
 }
diff --git a/modules/nf-core/concoct/concoct/tests/main.nf.test.snap b/modules/nf-core/concoct/concoct/tests/main.nf.test.snap
index 6ff6ac974..3f80361e1 100644
--- a/modules/nf-core/concoct/concoct/tests/main.nf.test.snap
+++ b/modules/nf-core/concoct/concoct/tests/main.nf.test.snap
@@ -104,13 +104,18 @@
                 "versions": [
                     "versions.yml:md5,ed583fb0862e060844ceffee6bf0eeb7"
                 ]
+            },
+            {
+                "CONCOCT_CONCOCT": {
+                    "concoct": "1.1.0"
+                }
             }
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2024-06-24T08:39:53.759611572"
+        "timestamp": "2025-09-21T14:14:11.138700465"
     },
     "sarscov2 - bam": {
         "content": [
@@ -162,12 +167,17 @@
             [
                 "versions.yml:md5,ed583fb0862e060844ceffee6bf0eeb7"
             ],
-            true
+            true,
+            {
+                "CONCOCT_CONCOCT": {
+                    "concoct": "1.1.0"
+                }
+            }
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2024-06-21T20:25:56.619830843"
+        "timestamp": "2025-09-21T14:40:36.191691197"
     }
 }
\ No newline at end of file
diff --git a/modules/nf-core/concoct/concoctcoveragetable/main.nf b/modules/nf-core/concoct/concoctcoveragetable/main.nf
index 65a814544..33a22c24f 100644
--- a/modules/nf-core/concoct/concoctcoveragetable/main.nf
+++ b/modules/nf-core/concoct/concoctcoveragetable/main.nf
@@ -1,48 +1,47 @@
-
 process CONCOCT_CONCOCTCOVERAGETABLE {
-    tag "$meta.id"
+    tag "${meta.id}"
     label 'process_single'
 
     conda "${moduleDir}/environment.yml"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/concoct:1.1.0--py312h245ed52_6':
-        'biocontainers/concoct:1.1.0--py312h245ed52_6' }"
+    container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
+        ? 'https://depot.galaxyproject.org/singularity/concoct:1.1.0--py39h8907335_8'
+        : 'biocontainers/concoct:1.1.0--py39h8907335_8'}"
 
     input:
     tuple val(meta), path(bed), path(bamfiles), path(baifiles)
 
     output:
     tuple val(meta), path("*.tsv"), emit: tsv
-    path "versions.yml"           , emit: versions
+    path "versions.yml", emit: versions
 
     when:
     task.ext.when == null || task.ext.when
 
     script:
-    def args       = task.ext.args ?: ''
-    def prefix     = task.ext.prefix ?: "${meta.id}"
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
     """
     concoct_coverage_table.py \\
-        $args \\
-        $bed \\
-        $bamfiles \\
+        ${args} \\
+        ${bed} \\
+        ${bamfiles} \\
         > ${prefix}.tsv
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        concoct: \$(echo \$(concoct --version 2>&1) | sed 's/concoct //g' )
+        concoct: \$(echo \$(concoct --version 2> /dev/null) | sed 's/concoct //g' )
     END_VERSIONS
     """
 
     stub:
-    def args       = task.ext.args ?: ''
-    def prefix     = task.ext.prefix ?: "${meta.id}"
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
     """
     touch ${prefix}.tsv
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        concoct: \$(echo \$(concoct --version 2>&1) | sed 's/concoct //g' )
+        concoct: \$(echo \$(concoct --version 2> /dev/null) | sed 's/concoct //g' )
     END_VERSIONS
     """
 }
diff --git a/modules/nf-core/concoct/concoctcoveragetable/tests/main.nf.test b/modules/nf-core/concoct/concoctcoveragetable/tests/main.nf.test
index dc378b52d..98aa15b32 100644
--- a/modules/nf-core/concoct/concoctcoveragetable/tests/main.nf.test
+++ b/modules/nf-core/concoct/concoctcoveragetable/tests/main.nf.test
@@ -54,7 +54,11 @@ nextflow_process {
         then {
             assertAll(
                 { assert process.success },
-                { assert snapshot(process.out).match() }
+                { assert snapshot(
+                        process.out,
+                        path(process.out.versions[0]).yaml)
+                    .match() 
+            }
             )
         }
 
@@ -75,10 +79,12 @@ nextflow_process {
         then {
             assertAll(
                 { assert process.success },
-                { assert snapshot(process.out).match() }
+                { assert snapshot(
+                        process.out,
+                        path(process.out.versions[0]).yaml
+                    ).match() 
+                }
             )
         }
-
     }
-
 }
diff --git a/modules/nf-core/concoct/concoctcoveragetable/tests/main.nf.test.snap b/modules/nf-core/concoct/concoctcoveragetable/tests/main.nf.test.snap
index e92af4b2d..be6ebc601 100644
--- a/modules/nf-core/concoct/concoctcoveragetable/tests/main.nf.test.snap
+++ b/modules/nf-core/concoct/concoctcoveragetable/tests/main.nf.test.snap
@@ -24,13 +24,18 @@
                 "versions": [
                     "versions.yml:md5,156a9a23e05b34188d03d52b39fae343"
                 ]
+            },
+            {
+                "CONCOCT_CONCOCTCOVERAGETABLE": {
+                    "concoct": "1.1.0"
+                }
             }
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2024-06-24T08:41:27.166202038"
+        "timestamp": "2025-09-21T14:14:25.428099508"
     },
     "sarscov2 - bam": {
         "content": [
@@ -59,12 +64,17 @@
                 "versions": [
                     "versions.yml:md5,156a9a23e05b34188d03d52b39fae343"
                 ]
+            },
+            {
+                "CONCOCT_CONCOCTCOVERAGETABLE": {
+                    "concoct": "1.1.0"
+                }
             }
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2024-06-21T15:59:09.328659542"
+        "timestamp": "2025-09-21T14:14:19.033176777"
     }
 }
\ No newline at end of file
diff --git a/modules/nf-core/concoct/cutupfasta/main.nf b/modules/nf-core/concoct/cutupfasta/main.nf
index 9a69e72c1..9bb1c4a55 100644
--- a/modules/nf-core/concoct/cutupfasta/main.nf
+++ b/modules/nf-core/concoct/cutupfasta/main.nf
@@ -1,54 +1,57 @@
-
 process CONCOCT_CUTUPFASTA {
-    tag "$meta.id"
+    tag "${meta.id}"
     label 'process_single'
 
     conda "${moduleDir}/environment.yml"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/concoct:1.1.0--py312h245ed52_6':
-        'biocontainers/concoct:1.1.0--py312h245ed52_6' }"
+    container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
+        ? 'https://depot.galaxyproject.org/singularity/concoct:1.1.0--py39h8907335_8'
+        : 'biocontainers/concoct:1.1.0--py39h8907335_8'}"
 
     input:
     tuple val(meta), path(fasta)
-    val(bed)
+    val bed
 
     output:
     tuple val(meta), path("*.fasta"), emit: fasta
-    tuple val(meta), path("*.bed")  , optional: true, emit: bed
-    path "versions.yml"             , emit: versions
+    tuple val(meta), path("*.bed"), optional: true, emit: bed
+    path "versions.yml", emit: versions
 
     when:
     task.ext.when == null || task.ext.when
 
     script:
-    def args       = task.ext.args ?: ''
-    def prefix     = task.ext.prefix ?: "${meta.id}"
-    def bedfile    = bed ? "-b ${prefix}.bed" : ""
-    if ("$fasta" == "${prefix}.fasta") error "Input and output names are the same, set prefix in module configuration to disambiguate!"
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    def bedfile = bed ? "-b ${prefix}.bed" : ""
+    if ("${fasta}" == "${prefix}.fasta") {
+        error("Input and output names are the same, set prefix in module configuration to disambiguate!")
+    }
     """
     cut_up_fasta.py \\
-        $fasta \\
-        $args \\
-        $bedfile \\
+        ${fasta} \\
+        ${args} \\
+        ${bedfile} \\
         > ${prefix}.fasta
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        concoct: \$(echo \$(concoct --version 2>&1) | sed 's/concoct //g' )
+        concoct: \$(echo \$(concoct --version 2> /dev/null) | sed 's/concoct //g' )
     END_VERSIONS
     """
 
     stub:
-    def args       = task.ext.args ?: ''
-    def prefix     = task.ext.prefix ?: "${meta.id}"
-    def bedfile    = bed ? "-b ${prefix}.bed" : ""
-    if ("$fasta" == "${prefix}.fasta") error "Input and output names are the same, set prefix in module configuration to disambiguate!"
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    def bedfile = bed ? "-b ${prefix}.bed" : ""
+    if ("${fasta}" == "${prefix}.fasta") {
+        error("Input and output names are the same, set prefix in module configuration to disambiguate!")
+    }
     """
     touch ${prefix}.fasta
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        concoct: \$(echo \$(concoct --version 2>&1) | sed 's/concoct //g' )
+        concoct: \$(echo \$(concoct --version 2> /dev/null) | sed 's/concoct //g' )
     END_VERSIONS
     """
 }
diff --git a/modules/nf-core/concoct/cutupfasta/tests/main.nf.test b/modules/nf-core/concoct/cutupfasta/tests/main.nf.test
index 0c395ee23..e18f8f061 100644
--- a/modules/nf-core/concoct/cutupfasta/tests/main.nf.test
+++ b/modules/nf-core/concoct/cutupfasta/tests/main.nf.test
@@ -26,7 +26,11 @@ nextflow_process {
         then {
             assertAll(
                 { assert process.success },
-                { assert snapshot(process.out).match() }
+                { assert snapshot(
+                        process.out,
+                        path(process.out.versions[0]).yaml
+                    ).match() 
+                }
             )
         }
 
@@ -51,7 +55,11 @@ nextflow_process {
         then {
             assertAll(
                 { assert process.success },
-                { assert snapshot(process.out).match() }
+                { assert snapshot(
+                        process.out,
+                        path(process.out.versions[0]).yaml
+                    ).match() 
+                }
             )
         }
 
diff --git a/modules/nf-core/concoct/cutupfasta/tests/main.nf.test.snap b/modules/nf-core/concoct/cutupfasta/tests/main.nf.test.snap
index 74be0e7a9..682a67317 100644
--- a/modules/nf-core/concoct/cutupfasta/tests/main.nf.test.snap
+++ b/modules/nf-core/concoct/cutupfasta/tests/main.nf.test.snap
@@ -32,13 +32,18 @@
                 "versions": [
                     "versions.yml:md5,9785f4f0f5f6e8d020a52a9e2c4fa3e0"
                 ]
+            },
+            {
+                "CONCOCT_CUTUPFASTA": {
+                    "concoct": "1.1.0"
+                }
             }
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2024-06-21T15:13:08.126117371"
+        "timestamp": "2025-09-21T14:14:31.774141214"
     },
     "sarscov2 - genome - fasta - stub": {
         "content": [
@@ -73,12 +78,17 @@
                 "versions": [
                     "versions.yml:md5,9785f4f0f5f6e8d020a52a9e2c4fa3e0"
                 ]
+            },
+            {
+                "CONCOCT_CUTUPFASTA": {
+                    "concoct": "1.1.0"
+                }
             }
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2024-06-21T15:13:20.929503446"
+        "timestamp": "2025-09-21T14:14:38.025546069"
     }
 }
\ No newline at end of file
diff --git a/modules/nf-core/concoct/extractfastabins/main.nf b/modules/nf-core/concoct/extractfastabins/main.nf
index add94c937..43bdaa7bb 100644
--- a/modules/nf-core/concoct/extractfastabins/main.nf
+++ b/modules/nf-core/concoct/extractfastabins/main.nf
@@ -1,32 +1,32 @@
 process CONCOCT_EXTRACTFASTABINS {
-    tag "$meta.id"
+    tag "${meta.id}"
     label 'process_single'
 
     conda "${moduleDir}/environment.yml"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/concoct:1.1.0--py312h245ed52_6':
-        'biocontainers/concoct:1.1.0--py312h245ed52_6' }"
+    container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
+        ? 'https://depot.galaxyproject.org/singularity/concoct:1.1.0--py39h8907335_8'
+        : 'biocontainers/concoct:1.1.0--py39h8907335_8'}"
 
     input:
     tuple val(meta), path(original_fasta), path(csv)
 
     output:
     tuple val(meta), path("${prefix}/*.fa.gz"), emit: fasta
-    path "versions.yml"                     , emit: versions
+    path "versions.yml", emit: versions
 
     when:
     task.ext.when == null || task.ext.when
 
     script:
-    def args   = task.ext.args ?: ''
+    def args = task.ext.args ?: ''
     prefix = task.ext.prefix ?: "${meta.id}"
     """
     mkdir ${prefix}
 
     extract_fasta_bins.py \\
-        $args \\
-        $original_fasta \\
-        $csv \\
+        ${args} \\
+        ${original_fasta} \\
+        ${csv} \\
         --output_path ${prefix}
 
     ## Add prefix to each file to disambiguate one sample's 1.fa, 2.fa from sample2
@@ -37,12 +37,12 @@ process CONCOCT_EXTRACTFASTABINS {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        concoct: \$(echo \$(concoct --version 2>&1) | sed 's/concoct //g' )
+        concoct: \$(echo \$(concoct --version 2> /dev/null) | sed 's/concoct //g' )
     END_VERSIONS
     """
 
     stub:
-    def args   = task.ext.args ?: ''
+    def args = task.ext.args ?: ''
     prefix = task.ext.prefix ?: "${meta.id}"
     """
     mkdir -p ${prefix}
@@ -50,7 +50,7 @@ process CONCOCT_EXTRACTFASTABINS {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        concoct: \$(echo \$(concoct --version 2>&1) | sed 's/concoct //g' )
+        concoct: \$(echo \$(concoct --version 2> /dev/null) | sed 's/concoct //g' )
     END_VERSIONS
     """
 }
diff --git a/modules/nf-core/concoct/extractfastabins/tests/main.nf.test b/modules/nf-core/concoct/extractfastabins/tests/main.nf.test
index ce14d726d..f339b21b1 100644
--- a/modules/nf-core/concoct/extractfastabins/tests/main.nf.test
+++ b/modules/nf-core/concoct/extractfastabins/tests/main.nf.test
@@ -90,10 +90,13 @@ nextflow_process {
         then {
             assertAll(
                 { assert process.success },
-                { assert snapshot(process.out).match() }
+                { assert snapshot(
+                        process.out,
+                        path(process.out.versions[0]).yaml
+                    ).match() 
+                }
             )
         }
-
     }
 
     test("sarscov2 - bam - stub") {
@@ -115,10 +118,12 @@ nextflow_process {
         then {
             assertAll(
                 { assert process.success },
-                { assert snapshot(process.out).match() }
+                { assert snapshot(
+                        process.out,
+                        path(process.out.versions[0]).yaml
+                    ).match() 
+                }
             )
         }
-
     }
-
 }
diff --git a/modules/nf-core/concoct/extractfastabins/tests/main.nf.test.snap b/modules/nf-core/concoct/extractfastabins/tests/main.nf.test.snap
index 5af33a37c..c3e7cbe1c 100644
--- a/modules/nf-core/concoct/extractfastabins/tests/main.nf.test.snap
+++ b/modules/nf-core/concoct/extractfastabins/tests/main.nf.test.snap
@@ -26,13 +26,18 @@
                 "versions": [
                     "versions.yml:md5,768f307345c2552b0613b946fca44873"
                 ]
+            },
+            {
+                "CONCOCT_EXTRACTFASTABINS": {
+                    "concoct": "1.1.0"
+                }
             }
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2024-06-24T08:33:53.38186154"
+        "timestamp": "2025-09-21T14:15:06.564753847"
     },
     "sarscov2 - bam": {
         "content": [
@@ -61,12 +66,17 @@
                 "versions": [
                     "versions.yml:md5,768f307345c2552b0613b946fca44873"
                 ]
+            },
+            {
+                "CONCOCT_EXTRACTFASTABINS": {
+                    "concoct": "1.1.0"
+                }
             }
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2024-06-21T21:05:15.805714717"
+        "timestamp": "2025-09-21T14:14:58.504285734"
     }
 }
\ No newline at end of file
diff --git a/modules/nf-core/concoct/mergecutupclustering/main.nf b/modules/nf-core/concoct/mergecutupclustering/main.nf
index 01e2e46da..09a68f696 100644
--- a/modules/nf-core/concoct/mergecutupclustering/main.nf
+++ b/modules/nf-core/concoct/mergecutupclustering/main.nf
@@ -1,48 +1,52 @@
 process CONCOCT_MERGECUTUPCLUSTERING {
-    tag "$meta.id"
+    tag "${meta.id}"
     label 'process_single'
 
     conda "${moduleDir}/environment.yml"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/concoct:1.1.0--py312h245ed52_6':
-        'biocontainers/concoct:1.1.0--py312h245ed52_6' }"
+    container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
+        ? 'https://depot.galaxyproject.org/singularity/concoct:1.1.0--py39h8907335_8'
+        : 'biocontainers/concoct:1.1.0--py39h8907335_8'}"
 
     input:
     tuple val(meta), path(clustering_csv)
 
     output:
     tuple val(meta), path("*.csv"), emit: csv
-    path "versions.yml"           , emit: versions
+    path "versions.yml", emit: versions
 
     when:
     task.ext.when == null || task.ext.when
 
     script:
-    def args   = task.ext.args ?: ''
+    def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.id}"
-    if ("$clustering_csv" == "${prefix}.csv") error "Input and output names are the same, set prefix in module configuration to disambiguate!"
+    if ("${clustering_csv}" == "${prefix}.csv") {
+        error("Input and output names are the same, set prefix in module configuration to disambiguate!")
+    }
     """
     merge_cutup_clustering.py \\
-        $args \\
-        $clustering_csv \\
+        ${args} \\
+        ${clustering_csv} \\
         > ${prefix}.csv
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        concoct: \$(echo \$(concoct --version 2>&1) | sed 's/concoct //g' )
+        concoct: \$(echo \$(concoct --version 2> /dev/null) | sed 's/concoct //g' )
     END_VERSIONS
     """
 
     stub:
-    def args   = task.ext.args ?: ''
+    def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.id}"
-    if ("$clustering_csv" == "${prefix}.csv") error "Input and output names are the same, set prefix in module configuration to disambiguate!"
+    if ("${clustering_csv}" == "${prefix}.csv") {
+        error("Input and output names are the same, set prefix in module configuration to disambiguate!")
+    }
     """
     touch ${prefix}.csv
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        concoct: \$(echo \$(concoct --version 2>&1) | sed 's/concoct //g' )
+        concoct: \$(echo \$(concoct --version 2> /dev/null) | sed 's/concoct //g' )
     END_VERSIONS
     """
 }
diff --git a/modules/nf-core/concoct/mergecutupclustering/tests/main.nf.test b/modules/nf-core/concoct/mergecutupclustering/tests/main.nf.test
index b888c2fad..d866d2628 100644
--- a/modules/nf-core/concoct/mergecutupclustering/tests/main.nf.test
+++ b/modules/nf-core/concoct/mergecutupclustering/tests/main.nf.test
@@ -77,7 +77,11 @@ nextflow_process {
         then {
             assertAll(
                 { assert process.success },
-                { assert snapshot(process.out).match() }
+                { assert snapshot(
+                        process.out,
+                        path(process.out.versions[0]).yaml
+                    ).match() 
+                }
             )
         }
 
@@ -98,10 +102,12 @@ nextflow_process {
         then {
             assertAll(
                 { assert process.success },
-                { assert snapshot(process.out).match() }
+                { assert snapshot(
+                        process.out,
+                        path(process.out.versions[0]).yaml
+                    ).match() 
+                }
             )
         }
-
     }
-
 }
diff --git a/modules/nf-core/concoct/mergecutupclustering/tests/main.nf.test.snap b/modules/nf-core/concoct/mergecutupclustering/tests/main.nf.test.snap
index fd4e6813f..66d943511 100644
--- a/modules/nf-core/concoct/mergecutupclustering/tests/main.nf.test.snap
+++ b/modules/nf-core/concoct/mergecutupclustering/tests/main.nf.test.snap
@@ -24,13 +24,18 @@
                 "versions": [
                     "versions.yml:md5,bf584483f6d21a4c6b34a4c517c88283"
                 ]
+            },
+            {
+                "CONCOCT_MERGECUTUPCLUSTERING": {
+                    "concoct": "1.1.0"
+                }
             }
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2024-06-24T08:41:05.313757446"
+        "timestamp": "2025-09-21T14:15:28.999111497"
     },
     "sarscov2 - bam": {
         "content": [
@@ -59,12 +64,17 @@
                 "versions": [
                     "versions.yml:md5,bf584483f6d21a4c6b34a4c517c88283"
                 ]
+            },
+            {
+                "CONCOCT_MERGECUTUPCLUSTERING": {
+                    "concoct": "1.1.0"
+                }
             }
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2024-06-21T20:35:39.630679488"
+        "timestamp": "2025-09-21T14:15:21.284050342"
     }
 }
\ No newline at end of file
diff --git a/subworkflows/nf-core/fasta_binning_concoct/tests/main.nf.test.snap b/subworkflows/nf-core/fasta_binning_concoct/tests/main.nf.test.snap
index 1e626dcfc..99f9235c6 100644
--- a/subworkflows/nf-core/fasta_binning_concoct/tests/main.nf.test.snap
+++ b/subworkflows/nf-core/fasta_binning_concoct/tests/main.nf.test.snap
@@ -215,9 +215,9 @@
             }
         ],
         "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "24.04.2"
+            "nf-test": "0.9.2",
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2024-06-25T18:40:35.774932002"
+        "timestamp": "2025-09-21T14:01:28.331452097"
     }
 }
\ No newline at end of file

From 48cd6d448d513cfd35c30ddccaa9ceef6af1b235 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 22 Sep 2025 05:45:35 +0200
Subject: [PATCH 155/288] Update all snapshots fror hardcoded coreuttlis

---
 .../local/adjust_maxbin2_ext/environment.yml   |  2 +-
 modules/local/adjust_maxbin2_ext/main.nf       |  8 +++++---
 .../local/dastool_rename_post/environment.yml  |  2 +-
 modules/local/dastool_rename_post/main.nf      |  7 ++++---
 .../local/dastool_rename_pre/environment.yml   |  2 +-
 modules/local/dastool_rename_pre/main.nf       |  7 ++++---
 tests/default.nf.test.snap                     |  4 ++--
 tests/test_assembly_input.nf.test.snap         |  8 ++++----
 tests/test_hybrid.nf.test.snap                 |  4 ++--
 tests/test_longreadonly.nf.test.snap           | 18 +++++++++---------
 ...test_longreadonly_alternatives.nf.test.snap |  4 ++--
 tests/test_single_end.nf.test.snap             |  4 ++--
 12 files changed, 37 insertions(+), 33 deletions(-)

diff --git a/modules/local/adjust_maxbin2_ext/environment.yml b/modules/local/adjust_maxbin2_ext/environment.yml
index 49379a792..0c4cd9422 100644
--- a/modules/local/adjust_maxbin2_ext/environment.yml
+++ b/modules/local/adjust_maxbin2_ext/environment.yml
@@ -4,4 +4,4 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
-  - conda-forge::coreutils=8.30
+  - conda-forge::coreutils=9.5
diff --git a/modules/local/adjust_maxbin2_ext/main.nf b/modules/local/adjust_maxbin2_ext/main.nf
index 632fa82b0..ccb2997f2 100644
--- a/modules/local/adjust_maxbin2_ext/main.nf
+++ b/modules/local/adjust_maxbin2_ext/main.nf
@@ -4,8 +4,8 @@ process ADJUST_MAXBIN2_EXT {
 
     conda "${moduleDir}/environment.yml"
     container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
-        ? 'https://depot.galaxyproject.org/singularity/ubuntu:20.04'
-        : 'nf-core/ubuntu:20.04'}"
+        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/c2/c262fc09eca59edb5a724080eeceb00fb06396f510aefb229c2d2c6897e63975/data'
+        : 'community.wave.seqera.io/library/coreutils:9.5--ae99c88a9b28c264'}"
 
     input:
     tuple val(meta), path(bins)
@@ -15,6 +15,8 @@ process ADJUST_MAXBIN2_EXT {
     path "versions.yml", emit: versions
 
     script:
+    def VERSION = '9.4.3'
+    // WARN: Version information not provided by tool on CLI. Please update this string when bumping container versions.
     """
     if [ -n "${bins}" ]
     then
@@ -27,7 +29,7 @@ process ADJUST_MAXBIN2_EXT {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        coreutils: \$(apt-cache policy coreutils | sed '2!d; s/.* //')
+        coreutils: ${VERSION}
     END_VERSIONS
     """
 }
diff --git a/modules/local/dastool_rename_post/environment.yml b/modules/local/dastool_rename_post/environment.yml
index 4ea414c04..0c4cd9422 100644
--- a/modules/local/dastool_rename_post/environment.yml
+++ b/modules/local/dastool_rename_post/environment.yml
@@ -4,4 +4,4 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
-  - conda-forge::sed=4.7
+  - conda-forge::coreutils=9.5
diff --git a/modules/local/dastool_rename_post/main.nf b/modules/local/dastool_rename_post/main.nf
index 241b08bf4..a632c44f3 100644
--- a/modules/local/dastool_rename_post/main.nf
+++ b/modules/local/dastool_rename_post/main.nf
@@ -4,8 +4,8 @@ process RENAME_POSTDASTOOL {
 
     conda "${moduleDir}/environment.yml"
     container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
-        ? 'https://depot.galaxyproject.org/singularity/ubuntu:20.04'
-        : 'nf-core/ubuntu:20.04'}"
+        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/c2/c262fc09eca59edb5a724080eeceb00fb06396f510aefb229c2d2c6897e63975/data'
+        : 'community.wave.seqera.io/library/coreutils:9.5--ae99c88a9b28c264'}"
 
     input:
     tuple val(meta), path(bins)
@@ -16,6 +16,7 @@ process RENAME_POSTDASTOOL {
     path "versions.yml", emit: versions
 
     script:
+    def VERSION = '9.4.3'
     """
     if [[ -f unbinned.fa ]]; then
         mv unbinned.fa ${meta.assembler}-DASToolUnbinned-${meta.id}.fa
@@ -23,7 +24,7 @@ process RENAME_POSTDASTOOL {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        coreutils: \$(apt-cache policy coreutils | sed '2!d; s/.* //')
+        coreutils: ${VERSION}
     END_VERSIONS
     """
 }
diff --git a/modules/local/dastool_rename_pre/environment.yml b/modules/local/dastool_rename_pre/environment.yml
index 4ea414c04..0c4cd9422 100644
--- a/modules/local/dastool_rename_pre/environment.yml
+++ b/modules/local/dastool_rename_pre/environment.yml
@@ -4,4 +4,4 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
-  - conda-forge::sed=4.7
+  - conda-forge::coreutils=9.5
diff --git a/modules/local/dastool_rename_pre/main.nf b/modules/local/dastool_rename_pre/main.nf
index 458a9fbb4..18e870bbf 100644
--- a/modules/local/dastool_rename_pre/main.nf
+++ b/modules/local/dastool_rename_pre/main.nf
@@ -4,8 +4,8 @@ process RENAME_PREDASTOOL {
 
     conda "${moduleDir}/environment.yml"
     container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
-        ? 'https://depot.galaxyproject.org/singularity/ubuntu:20.04'
-        : 'nf-core/ubuntu:20.04'}"
+        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/c2/c262fc09eca59edb5a724080eeceb00fb06396f510aefb229c2d2c6897e63975/data'
+        : 'community.wave.seqera.io/library/coreutils:9.5--ae99c88a9b28c264'}"
 
     input:
     tuple val(meta), path(bins)
@@ -15,6 +15,7 @@ process RENAME_PREDASTOOL {
     path "versions.yml", emit: versions
 
     script:
+    def VERSION = '9.4.3'
     """
     if [ -n "${bins}" ]
     then
@@ -31,7 +32,7 @@ process RENAME_PREDASTOOL {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        coreutils: \$(apt-cache policy coreutils | sed '2!d; s/.* //')
+        coreutils: ${VERSION}
     END_VERSIONS
     """
 }
diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index ad9d6b6e6..47f1e66de 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -4,7 +4,7 @@
             170,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": "8.30-3ubuntu2"
+                    "coreutils": "9.4.3"
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
@@ -143,7 +143,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-17T10:26:37.283784432"
+        "timestamp": "2025-09-21T20:44:53.661975306"
     },
     "multiqc": {
         "content": [
diff --git a/tests/test_assembly_input.nf.test.snap b/tests/test_assembly_input.nf.test.snap
index 6a6608793..4579e2d06 100644
--- a/tests/test_assembly_input.nf.test.snap
+++ b/tests/test_assembly_input.nf.test.snap
@@ -4,7 +4,7 @@
             193,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": "8.30-3ubuntu2"
+                    "coreutils": "9.4.3"
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
@@ -92,10 +92,10 @@
                     "mmseqs": "17.b804f"
                 },
                 "RENAME_POSTDASTOOL": {
-                    "coreutils": "8.30-3ubuntu2"
+                    "coreutils": "9.4.3"
                 },
                 "RENAME_PREDASTOOL": {
-                    "coreutils": "8.30-3ubuntu2"
+                    "coreutils": "9.4.3"
                 },
                 "SEQKIT_STATS": {
                     "seqkit": "2.9.0"
@@ -114,7 +114,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-17T11:10:20.245021815"
+        "timestamp": "2025-09-21T21:09:48.262952969"
     },
     "multiqc": {
         "content": [
diff --git a/tests/test_hybrid.nf.test.snap b/tests/test_hybrid.nf.test.snap
index 033800e98..36c85d3fc 100644
--- a/tests/test_hybrid.nf.test.snap
+++ b/tests/test_hybrid.nf.test.snap
@@ -4,7 +4,7 @@
             51,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": "8.30-3ubuntu2"
+                    "coreutils": "9.4.3"
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
@@ -143,7 +143,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-17T11:21:39.936964082"
+        "timestamp": "2025-09-21T21:15:45.143548244"
     },
     "multiqc": {
         "content": [
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index e09fe80c1..0b6f9a0bd 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -4,7 +4,7 @@
             57,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": "8.30-3ubuntu2"
+                    "coreutils": "9.4.3"
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
@@ -124,7 +124,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-17T11:46:14.671245566"
+        "timestamp": "2025-09-21T21:27:41.019478978"
     },
     "multiqc": {
         "content": [
@@ -172,20 +172,20 @@
                 "busco_plot_bacteria_odb10.yaml:md5,d99b10ec097d9b2c5965d36323321b58",
                 "multiqc_busco.yaml:md5,be65620d47ba52aeda873e8299c113e0",
                 "multiqc_citations.yaml:md5,a2dc8129fc0a35448c4453633202ae29",
-                "multiqc_general_stats.yaml:md5,9258de9516316f92f0b046a399ca4005",
-                "multiqc_prokka.yaml:md5,7e95c90a1cbc1b4ec18f20d19a0fcdb0",
-                "multiqc_quast.yaml:md5,6fddbac3730cf16c754c48d96da0d7aa",
-                "multiqc_quast_quast-1.yaml:md5,86d00d8a06816fdf6871936dacaa91aa",
+                "multiqc_general_stats.yaml:md5,0bfc3a14b483cbcc7619ec2002842bb8",
+                "multiqc_prokka.yaml:md5,224631d5ec9fb12935a5693f1967fb09",
+                "multiqc_quast.yaml:md5,f026e2047b4ec3d837bf7596a4d6d667",
+                "multiqc_quast_quast-1.yaml:md5,4276ff6c13eb880f4bb5d7e2c228da88",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450",
-                "prokka_plot.yaml:md5,a02a88ab798c94e8f3eab6bd38b0a2d0",
+                "prokka_plot.yaml:md5,28344c4cff3ffa2d1187f11d957b1425",
                 "quast_num_contigs.yaml:md5,710d04c92ddfbfaa827d5592f7adac07",
-                "quast_table.yaml:md5,84e252e0ea771a746a28d584571cd8eb"
+                "quast_table.yaml:md5,34946b4793f31634789bb9c558ac56bb"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-17T16:07:12.118723953"
+        "timestamp": "2025-09-21T21:27:41.056611221"
     }
 }
\ No newline at end of file
diff --git a/tests/test_longreadonly_alternatives.nf.test.snap b/tests/test_longreadonly_alternatives.nf.test.snap
index 3f6b5ea6a..ded1bfccd 100644
--- a/tests/test_longreadonly_alternatives.nf.test.snap
+++ b/tests/test_longreadonly_alternatives.nf.test.snap
@@ -4,7 +4,7 @@
             26,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": "8.30-3ubuntu2"
+                    "coreutils": "9.4.3"
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
@@ -87,7 +87,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-17T11:25:59.993496023"
+        "timestamp": "2025-09-21T21:30:38.319824244"
     },
     "multiqc": {
         "content": [
diff --git a/tests/test_single_end.nf.test.snap b/tests/test_single_end.nf.test.snap
index 40d0ce6db..c34920d88 100644
--- a/tests/test_single_end.nf.test.snap
+++ b/tests/test_single_end.nf.test.snap
@@ -7,7 +7,7 @@
                     "adapterremoval": "2.3.2"
                 },
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": "8.30-3ubuntu2"
+                    "coreutils": "9.4.3"
                 },
                 "BCFTOOLS_CONSENSUS": {
                     "bcftools": 1.21
@@ -176,7 +176,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-17T10:56:02.369876591"
+        "timestamp": "2025-09-21T21:42:26.784685213"
     },
     "multiqc": {
         "content": [

From a41a22bb448b16b26c8b754eef9941cdf59563c5 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 22 Sep 2025 07:35:42 +0200
Subject: [PATCH 156/288] Syncronise local rename modules to match container of
 UNTAR module (that uses same thing)

---
 modules/local/adjust_maxbin2_ext/environment.yml  | 5 +++++
 modules/local/adjust_maxbin2_ext/main.nf          | 4 +---
 modules/local/dastool_rename_post/environment.yml | 5 +++++
 modules/local/dastool_rename_post/main.nf         | 7 +++----
 modules/local/dastool_rename_pre/environment.yml  | 5 +++++
 modules/local/dastool_rename_pre/main.nf          | 7 +++----
 6 files changed, 22 insertions(+), 11 deletions(-)

diff --git a/modules/local/adjust_maxbin2_ext/environment.yml b/modules/local/adjust_maxbin2_ext/environment.yml
index 0c4cd9422..9b926b1ff 100644
--- a/modules/local/adjust_maxbin2_ext/environment.yml
+++ b/modules/local/adjust_maxbin2_ext/environment.yml
@@ -5,3 +5,8 @@ channels:
   - bioconda
 dependencies:
   - conda-forge::coreutils=9.5
+  - conda-forge::grep=3.11
+  - conda-forge::gzip=1.13
+  - conda-forge::lbzip2=2.5
+  - conda-forge::sed=4.8
+  - conda-forge::tar=1.34
diff --git a/modules/local/adjust_maxbin2_ext/main.nf b/modules/local/adjust_maxbin2_ext/main.nf
index ccb2997f2..420215751 100644
--- a/modules/local/adjust_maxbin2_ext/main.nf
+++ b/modules/local/adjust_maxbin2_ext/main.nf
@@ -15,8 +15,6 @@ process ADJUST_MAXBIN2_EXT {
     path "versions.yml", emit: versions
 
     script:
-    def VERSION = '9.4.3'
-    // WARN: Version information not provided by tool on CLI. Please update this string when bumping container versions.
     """
     if [ -n "${bins}" ]
     then
@@ -29,7 +27,7 @@ process ADJUST_MAXBIN2_EXT {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        coreutils: ${VERSION}
+        coreutils: \$(echo \$(mv --version 2>&1) | sed 's/^.*(GNU coreutils) //; s/ Copyright.*\$//')
     END_VERSIONS
     """
 }
diff --git a/modules/local/dastool_rename_post/environment.yml b/modules/local/dastool_rename_post/environment.yml
index 0c4cd9422..9b926b1ff 100644
--- a/modules/local/dastool_rename_post/environment.yml
+++ b/modules/local/dastool_rename_post/environment.yml
@@ -5,3 +5,8 @@ channels:
   - bioconda
 dependencies:
   - conda-forge::coreutils=9.5
+  - conda-forge::grep=3.11
+  - conda-forge::gzip=1.13
+  - conda-forge::lbzip2=2.5
+  - conda-forge::sed=4.8
+  - conda-forge::tar=1.34
diff --git a/modules/local/dastool_rename_post/main.nf b/modules/local/dastool_rename_post/main.nf
index a632c44f3..0179c19ae 100644
--- a/modules/local/dastool_rename_post/main.nf
+++ b/modules/local/dastool_rename_post/main.nf
@@ -4,8 +4,8 @@ process RENAME_POSTDASTOOL {
 
     conda "${moduleDir}/environment.yml"
     container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
-        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/c2/c262fc09eca59edb5a724080eeceb00fb06396f510aefb229c2d2c6897e63975/data'
-        : 'community.wave.seqera.io/library/coreutils:9.5--ae99c88a9b28c264'}"
+        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/52/52ccce28d2ab928ab862e25aae26314d69c8e38bd41ca9431c67ef05221348aa/data'
+        : 'community.wave.seqera.io/library/coreutils_grep_gzip_lbzip2_pruned:838ba80435a629f8'}"
 
     input:
     tuple val(meta), path(bins)
@@ -16,7 +16,6 @@ process RENAME_POSTDASTOOL {
     path "versions.yml", emit: versions
 
     script:
-    def VERSION = '9.4.3'
     """
     if [[ -f unbinned.fa ]]; then
         mv unbinned.fa ${meta.assembler}-DASToolUnbinned-${meta.id}.fa
@@ -24,7 +23,7 @@ process RENAME_POSTDASTOOL {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        coreutils: ${VERSION}
+        coreutils: \$(echo \$(mv --version 2>&1) | sed 's/^.*(GNU coreutils) //; s/ Copyright.*\$//')
     END_VERSIONS
     """
 }
diff --git a/modules/local/dastool_rename_pre/environment.yml b/modules/local/dastool_rename_pre/environment.yml
index 0c4cd9422..9b926b1ff 100644
--- a/modules/local/dastool_rename_pre/environment.yml
+++ b/modules/local/dastool_rename_pre/environment.yml
@@ -5,3 +5,8 @@ channels:
   - bioconda
 dependencies:
   - conda-forge::coreutils=9.5
+  - conda-forge::grep=3.11
+  - conda-forge::gzip=1.13
+  - conda-forge::lbzip2=2.5
+  - conda-forge::sed=4.8
+  - conda-forge::tar=1.34
diff --git a/modules/local/dastool_rename_pre/main.nf b/modules/local/dastool_rename_pre/main.nf
index 18e870bbf..2fec1f8f0 100644
--- a/modules/local/dastool_rename_pre/main.nf
+++ b/modules/local/dastool_rename_pre/main.nf
@@ -4,8 +4,8 @@ process RENAME_PREDASTOOL {
 
     conda "${moduleDir}/environment.yml"
     container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
-        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/c2/c262fc09eca59edb5a724080eeceb00fb06396f510aefb229c2d2c6897e63975/data'
-        : 'community.wave.seqera.io/library/coreutils:9.5--ae99c88a9b28c264'}"
+        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/52/52ccce28d2ab928ab862e25aae26314d69c8e38bd41ca9431c67ef05221348aa/data'
+        : 'community.wave.seqera.io/library/coreutils_grep_gzip_lbzip2_pruned:838ba80435a629f8'}"
 
     input:
     tuple val(meta), path(bins)
@@ -15,7 +15,6 @@ process RENAME_PREDASTOOL {
     path "versions.yml", emit: versions
 
     script:
-    def VERSION = '9.4.3'
     """
     if [ -n "${bins}" ]
     then
@@ -32,7 +31,7 @@ process RENAME_PREDASTOOL {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        coreutils: ${VERSION}
+        coreutils: \$(echo \$(mv --version 2>&1) | sed 's/^.*(GNU coreutils) //; s/ Copyright.*\$//')
     END_VERSIONS
     """
 }

From 4fb559e8dc50cf7b446709996521fdd0d65aef59 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 22 Sep 2025 07:38:04 +0200
Subject: [PATCH 157/288] Fix GTDBTK DB prep

---
 tests/default.nf.test.snap | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index 47f1e66de..4444073b8 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -65,7 +65,7 @@
                     "gtdb_db": "r226"
                 },
                 "GTDBTK_DB_PREPARATION": {
-                    "tar": 1.3
+                    "tar": 1.34
                 },
                 "GTDBTK_SUMMARY": {
                     "python": "3.10.6",

From 45807f79b6d8bf62bf7a2bdeca3703143cfd987e Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 22 Sep 2025 07:38:10 +0200
Subject: [PATCH 158/288] And for single end

---
 tests/test_single_end.nf.test.snap | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/test_single_end.nf.test.snap b/tests/test_single_end.nf.test.snap
index c34920d88..0fc46b70f 100644
--- a/tests/test_single_end.nf.test.snap
+++ b/tests/test_single_end.nf.test.snap
@@ -103,7 +103,7 @@
                     "genomad": "1.11.0"
                 },
                 "GTDBTK_DB_PREPARATION": {
-                    "tar": 1.3
+                    "tar": 1.34
                 },
                 "GTDBTK_SUMMARY": {
                     "python": "3.10.6",

From 32de7db86bfa344336f17c3695066c7f0b063dad Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 22 Sep 2025 08:00:41 +0200
Subject: [PATCH 159/288] Use correct version for update coreutrils capture

---
 tests/default.nf.test.snap                        | 2 +-
 tests/test_assembly_input.nf.test.snap            | 6 +++---
 tests/test_hybrid.nf.test.snap                    | 2 +-
 tests/test_longreadonly.nf.test.snap              | 2 +-
 tests/test_longreadonly_alternatives.nf.test.snap | 2 +-
 tests/test_single_end.nf.test.snap                | 2 +-
 6 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index 4444073b8..11b32f90e 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -4,7 +4,7 @@
             170,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": "9.4.3"
+                    "coreutils": "9.5"
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
diff --git a/tests/test_assembly_input.nf.test.snap b/tests/test_assembly_input.nf.test.snap
index 4579e2d06..6b5702a13 100644
--- a/tests/test_assembly_input.nf.test.snap
+++ b/tests/test_assembly_input.nf.test.snap
@@ -4,7 +4,7 @@
             193,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": "9.4.3"
+                    "coreutils": "9.5"
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
@@ -92,10 +92,10 @@
                     "mmseqs": "17.b804f"
                 },
                 "RENAME_POSTDASTOOL": {
-                    "coreutils": "9.4.3"
+                    "coreutils": "9.5"
                 },
                 "RENAME_PREDASTOOL": {
-                    "coreutils": "9.4.3"
+                    "coreutils": "9.5"
                 },
                 "SEQKIT_STATS": {
                     "seqkit": "2.9.0"
diff --git a/tests/test_hybrid.nf.test.snap b/tests/test_hybrid.nf.test.snap
index 36c85d3fc..51b9729a8 100644
--- a/tests/test_hybrid.nf.test.snap
+++ b/tests/test_hybrid.nf.test.snap
@@ -4,7 +4,7 @@
             51,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": "9.4.3"
+                    "coreutils": "9.5"
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index 0b6f9a0bd..3d40364a3 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -4,7 +4,7 @@
             57,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": "9.4.3"
+                    "coreutils": "9.5"
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
diff --git a/tests/test_longreadonly_alternatives.nf.test.snap b/tests/test_longreadonly_alternatives.nf.test.snap
index ded1bfccd..f11da8989 100644
--- a/tests/test_longreadonly_alternatives.nf.test.snap
+++ b/tests/test_longreadonly_alternatives.nf.test.snap
@@ -4,7 +4,7 @@
             26,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": "9.4.3"
+                    "coreutils": "9.5"
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
diff --git a/tests/test_single_end.nf.test.snap b/tests/test_single_end.nf.test.snap
index 0fc46b70f..00e20e388 100644
--- a/tests/test_single_end.nf.test.snap
+++ b/tests/test_single_end.nf.test.snap
@@ -7,7 +7,7 @@
                     "adapterremoval": "2.3.2"
                 },
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": "9.4.3"
+                    "coreutils": "9.5"
                 },
                 "BCFTOOLS_CONSENSUS": {
                     "bcftools": 1.21

From 46f1882bb5b39cb47522a8e9304a4f8b6ac2cb34 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 22 Sep 2025 08:10:36 +0200
Subject: [PATCH 160/288] Remove quotes to make snapshot

---
 tests/default.nf.test.snap | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index 11b32f90e..064a73200 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -4,7 +4,7 @@
             170,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": "9.5"
+                    "coreutils": 9.5
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",

From 258edb870c44eb057c619d77d566556fbff18935 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 22 Sep 2025 08:34:13 +0200
Subject: [PATCH 161/288] Remove quotes everywehere for the coreutils

---
 tests/test_assembly_input.nf.test.snap            | 6 +++---
 tests/test_hybrid.nf.test.snap                    | 2 +-
 tests/test_longreadonly.nf.test.snap              | 2 +-
 tests/test_longreadonly_alternatives.nf.test.snap | 2 +-
 tests/test_single_end.nf.test.snap                | 2 +-
 5 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/tests/test_assembly_input.nf.test.snap b/tests/test_assembly_input.nf.test.snap
index 6b5702a13..13e1f90a7 100644
--- a/tests/test_assembly_input.nf.test.snap
+++ b/tests/test_assembly_input.nf.test.snap
@@ -4,7 +4,7 @@
             193,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": "9.5"
+                    "coreutils": 9.5
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
@@ -92,10 +92,10 @@
                     "mmseqs": "17.b804f"
                 },
                 "RENAME_POSTDASTOOL": {
-                    "coreutils": "9.5"
+                    "coreutils": 9.5
                 },
                 "RENAME_PREDASTOOL": {
-                    "coreutils": "9.5"
+                    "coreutils": 9.5
                 },
                 "SEQKIT_STATS": {
                     "seqkit": "2.9.0"
diff --git a/tests/test_hybrid.nf.test.snap b/tests/test_hybrid.nf.test.snap
index 51b9729a8..37a0ceed4 100644
--- a/tests/test_hybrid.nf.test.snap
+++ b/tests/test_hybrid.nf.test.snap
@@ -4,7 +4,7 @@
             51,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": "9.5"
+                    "coreutils": 9.5
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index 3d40364a3..0e1175437 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -4,7 +4,7 @@
             57,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": "9.5"
+                    "coreutils": 9.5
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
diff --git a/tests/test_longreadonly_alternatives.nf.test.snap b/tests/test_longreadonly_alternatives.nf.test.snap
index f11da8989..c4650f2ac 100644
--- a/tests/test_longreadonly_alternatives.nf.test.snap
+++ b/tests/test_longreadonly_alternatives.nf.test.snap
@@ -4,7 +4,7 @@
             26,
             {
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": "9.5"
+                    "coreutils": 9.5
                 },
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
diff --git a/tests/test_single_end.nf.test.snap b/tests/test_single_end.nf.test.snap
index 00e20e388..c02d349dd 100644
--- a/tests/test_single_end.nf.test.snap
+++ b/tests/test_single_end.nf.test.snap
@@ -7,7 +7,7 @@
                     "adapterremoval": "2.3.2"
                 },
                 "ADJUST_MAXBIN2_EXT": {
-                    "coreutils": "9.5"
+                    "coreutils": 9.5
                 },
                 "BCFTOOLS_CONSENSUS": {
                     "bcftools": 1.21

From 0b4055baa27e74398ef2ccb64413302a0bd15382 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 23 Sep 2025 06:53:01 +0200
Subject: [PATCH 162/288] Standardise remaining core utils conda/containers and
 update snapshots

---
 .../gtdbtk_db_preparation/environment.yml      |  7 ++++++-
 modules/local/gtdbtk_db_preparation/main.nf    |  4 ++--
 .../local/quast_bins_summary/environment.yml   |  7 ++++++-
 modules/local/quast_bins_summary/main.nf       | 16 ++++++++--------
 tests/default.nf.test.snap                     |  6 +++---
 tests/test_longreadonly.nf.test.snap           | 18 +++++++++---------
 tests/test_single_end.nf.test.snap             |  6 +++---
 7 files changed, 37 insertions(+), 27 deletions(-)

diff --git a/modules/local/gtdbtk_db_preparation/environment.yml b/modules/local/gtdbtk_db_preparation/environment.yml
index 4ea414c04..9b926b1ff 100644
--- a/modules/local/gtdbtk_db_preparation/environment.yml
+++ b/modules/local/gtdbtk_db_preparation/environment.yml
@@ -4,4 +4,9 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
-  - conda-forge::sed=4.7
+  - conda-forge::coreutils=9.5
+  - conda-forge::grep=3.11
+  - conda-forge::gzip=1.13
+  - conda-forge::lbzip2=2.5
+  - conda-forge::sed=4.8
+  - conda-forge::tar=1.34
diff --git a/modules/local/gtdbtk_db_preparation/main.nf b/modules/local/gtdbtk_db_preparation/main.nf
index a4666bd64..cf3983a67 100644
--- a/modules/local/gtdbtk_db_preparation/main.nf
+++ b/modules/local/gtdbtk_db_preparation/main.nf
@@ -3,8 +3,8 @@ process GTDBTK_DB_PREPARATION {
 
     conda "${moduleDir}/environment.yml"
     container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
-        ? 'https://depot.galaxyproject.org/singularity/ubuntu:20.04'
-        : 'nf-core/ubuntu:20.04'}"
+        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/c2/c262fc09eca59edb5a724080eeceb00fb06396f510aefb229c2d2c6897e63975/data'
+        : 'community.wave.seqera.io/library/coreutils:9.5--ae99c88a9b28c264'}"
 
     input:
     path database
diff --git a/modules/local/quast_bins_summary/environment.yml b/modules/local/quast_bins_summary/environment.yml
index 4ea414c04..9b926b1ff 100644
--- a/modules/local/quast_bins_summary/environment.yml
+++ b/modules/local/quast_bins_summary/environment.yml
@@ -4,4 +4,9 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
-  - conda-forge::sed=4.7
+  - conda-forge::coreutils=9.5
+  - conda-forge::grep=3.11
+  - conda-forge::gzip=1.13
+  - conda-forge::lbzip2=2.5
+  - conda-forge::sed=4.8
+  - conda-forge::tar=1.34
diff --git a/modules/local/quast_bins_summary/main.nf b/modules/local/quast_bins_summary/main.nf
index 5a83a49c4..c51c892c6 100644
--- a/modules/local/quast_bins_summary/main.nf
+++ b/modules/local/quast_bins_summary/main.nf
@@ -1,20 +1,20 @@
 process QUAST_BINS_SUMMARY {
 
     conda "${moduleDir}/environment.yml"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/ubuntu:20.04' :
-        'nf-core/ubuntu:20.04' }"
+    container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
+        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/c2/c262fc09eca59edb5a724080eeceb00fb06396f510aefb229c2d2c6897e63975/data'
+        : 'community.wave.seqera.io/library/coreutils:9.5--ae99c88a9b28c264'}"
 
     input:
-    path(summaries)
+    path summaries
 
     output:
-    path("quast_summary.tsv"), emit: summary
-    path "versions.yml"      , emit: versions
+    path ("quast_summary.tsv"), emit: summary
+    path "versions.yml", emit: versions
 
     script:
     """
-    QUAST_BIN=\$(echo \"$summaries\" | sed 's/[][]//g')
+    QUAST_BIN=\$(echo \"${summaries}\" | sed 's/[][]//g')
     IFS=', ' read -r -a quast_bin <<< \"\$QUAST_BIN\"
     for quast_file in \"\${quast_bin[@]}\"; do
         if ! [ -f "quast_summary.tsv" ]; then
@@ -26,7 +26,7 @@ process QUAST_BINS_SUMMARY {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        sed: \$(sed --version 2>&1 | sed -n 1p | sed 's/sed (GNU sed) //')
+        cp: \$(cp --version 2>&1 | sed -n 1p | sed 's/cp (GNU coreutils) //')
     END_VERSIONS
     """
 }
diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index 064a73200..d28982e6c 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -65,7 +65,7 @@
                     "gtdb_db": "r226"
                 },
                 "GTDBTK_DB_PREPARATION": {
-                    "tar": 1.34
+                    "tar": 1.35
                 },
                 "GTDBTK_SUMMARY": {
                     "python": "3.10.6",
@@ -124,7 +124,7 @@
                     "metaquast": "5.0.2"
                 },
                 "QUAST_BINS_SUMMARY": {
-                    "sed": 4.7
+                    "cp": 9.5
                 },
                 "SEQKIT_STATS": {
                     "seqkit": "2.9.0"
@@ -143,7 +143,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-21T20:44:53.661975306"
+        "timestamp": "2025-09-23T05:04:47.301237719"
     },
     "multiqc": {
         "content": [
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index 0e1175437..15088d389 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -96,7 +96,7 @@
                     "metaquast": "5.0.2"
                 },
                 "QUAST_BINS_SUMMARY": {
-                    "sed": 4.7
+                    "cp": 9.5
                 },
                 "SAMTOOLS_HOSTREMOVED_INDEX": {
                     "samtools": 1.21
@@ -124,7 +124,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-21T21:27:41.019478978"
+        "timestamp": "2025-09-23T05:39:42.646278917"
     },
     "multiqc": {
         "content": [
@@ -172,20 +172,20 @@
                 "busco_plot_bacteria_odb10.yaml:md5,d99b10ec097d9b2c5965d36323321b58",
                 "multiqc_busco.yaml:md5,be65620d47ba52aeda873e8299c113e0",
                 "multiqc_citations.yaml:md5,a2dc8129fc0a35448c4453633202ae29",
-                "multiqc_general_stats.yaml:md5,0bfc3a14b483cbcc7619ec2002842bb8",
-                "multiqc_prokka.yaml:md5,224631d5ec9fb12935a5693f1967fb09",
-                "multiqc_quast.yaml:md5,f026e2047b4ec3d837bf7596a4d6d667",
-                "multiqc_quast_quast-1.yaml:md5,4276ff6c13eb880f4bb5d7e2c228da88",
+                "multiqc_general_stats.yaml:md5,9258de9516316f92f0b046a399ca4005",
+                "multiqc_prokka.yaml:md5,7e95c90a1cbc1b4ec18f20d19a0fcdb0",
+                "multiqc_quast.yaml:md5,6fddbac3730cf16c754c48d96da0d7aa",
+                "multiqc_quast_quast-1.yaml:md5,86d00d8a06816fdf6871936dacaa91aa",
                 "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450",
-                "prokka_plot.yaml:md5,28344c4cff3ffa2d1187f11d957b1425",
+                "prokka_plot.yaml:md5,a02a88ab798c94e8f3eab6bd38b0a2d0",
                 "quast_num_contigs.yaml:md5,710d04c92ddfbfaa827d5592f7adac07",
-                "quast_table.yaml:md5,34946b4793f31634789bb9c558ac56bb"
+                "quast_table.yaml:md5,84e252e0ea771a746a28d584571cd8eb"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-21T21:27:41.056611221"
+        "timestamp": "2025-09-23T05:39:42.697648159"
     }
 }
\ No newline at end of file
diff --git a/tests/test_single_end.nf.test.snap b/tests/test_single_end.nf.test.snap
index c02d349dd..62e86945a 100644
--- a/tests/test_single_end.nf.test.snap
+++ b/tests/test_single_end.nf.test.snap
@@ -103,7 +103,7 @@
                     "genomad": "1.11.0"
                 },
                 "GTDBTK_DB_PREPARATION": {
-                    "tar": 1.34
+                    "tar": 1.35
                 },
                 "GTDBTK_SUMMARY": {
                     "python": "3.10.6",
@@ -157,7 +157,7 @@
                     "metaquast": "5.0.2"
                 },
                 "QUAST_BINS_SUMMARY": {
-                    "sed": 4.7
+                    "cp": 9.5
                 },
                 "SEQKIT_STATS": {
                     "seqkit": "2.9.0"
@@ -176,7 +176,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-21T21:42:26.784685213"
+        "timestamp": "2025-09-23T05:27:59.482377509"
     },
     "multiqc": {
         "content": [

From 67e285b8a520b9157c09c17b60a07d1ee1de521c Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 23 Sep 2025 07:26:38 +0200
Subject: [PATCH 163/288] Update hybrid snapshot too

---
 tests/test_hybrid.nf.test.snap | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/test_hybrid.nf.test.snap b/tests/test_hybrid.nf.test.snap
index 37a0ceed4..9ae2365cc 100644
--- a/tests/test_hybrid.nf.test.snap
+++ b/tests/test_hybrid.nf.test.snap
@@ -115,7 +115,7 @@
                     "metaquast": "5.0.2"
                 },
                 "QUAST_BINS_SUMMARY": {
-                    "sed": 4.7
+                    "cp": 9.5
                 },
                 "SAMTOOLS_HOSTREMOVED_INDEX": {
                     "samtools": 1.21
@@ -143,7 +143,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-21T21:15:45.143548244"
+        "timestamp": "2025-09-23T06:14:22.244054866"
     },
     "multiqc": {
         "content": [

From 840b03e6c5946d00447e179ddd5248eebcdd79f9 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 23 Sep 2025 07:39:54 +0200
Subject: [PATCH 164/288] Use same container not just conda env for coreutils
 (to match with offical nf-core untar)

---
 modules/local/adjust_maxbin2_ext/main.nf    | 4 ++--
 modules/local/gtdbtk_db_preparation/main.nf | 4 ++--
 modules/local/quast_bins_summary/main.nf    | 4 ++--
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/modules/local/adjust_maxbin2_ext/main.nf b/modules/local/adjust_maxbin2_ext/main.nf
index 420215751..49f45921e 100644
--- a/modules/local/adjust_maxbin2_ext/main.nf
+++ b/modules/local/adjust_maxbin2_ext/main.nf
@@ -4,8 +4,8 @@ process ADJUST_MAXBIN2_EXT {
 
     conda "${moduleDir}/environment.yml"
     container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
-        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/c2/c262fc09eca59edb5a724080eeceb00fb06396f510aefb229c2d2c6897e63975/data'
-        : 'community.wave.seqera.io/library/coreutils:9.5--ae99c88a9b28c264'}"
+        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/52/52ccce28d2ab928ab862e25aae26314d69c8e38bd41ca9431c67ef05221348aa/data'
+        : 'community.wave.seqera.io/library/coreutils_grep_gzip_lbzip2_pruned:838ba80435a629f8'}"
 
     input:
     tuple val(meta), path(bins)
diff --git a/modules/local/gtdbtk_db_preparation/main.nf b/modules/local/gtdbtk_db_preparation/main.nf
index cf3983a67..8f36d774d 100644
--- a/modules/local/gtdbtk_db_preparation/main.nf
+++ b/modules/local/gtdbtk_db_preparation/main.nf
@@ -3,8 +3,8 @@ process GTDBTK_DB_PREPARATION {
 
     conda "${moduleDir}/environment.yml"
     container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
-        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/c2/c262fc09eca59edb5a724080eeceb00fb06396f510aefb229c2d2c6897e63975/data'
-        : 'community.wave.seqera.io/library/coreutils:9.5--ae99c88a9b28c264'}"
+        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/52/52ccce28d2ab928ab862e25aae26314d69c8e38bd41ca9431c67ef05221348aa/data'
+        : 'community.wave.seqera.io/library/coreutils_grep_gzip_lbzip2_pruned:838ba80435a629f8'}"
 
     input:
     path database
diff --git a/modules/local/quast_bins_summary/main.nf b/modules/local/quast_bins_summary/main.nf
index c51c892c6..d0f901b73 100644
--- a/modules/local/quast_bins_summary/main.nf
+++ b/modules/local/quast_bins_summary/main.nf
@@ -2,8 +2,8 @@ process QUAST_BINS_SUMMARY {
 
     conda "${moduleDir}/environment.yml"
     container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
-        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/c2/c262fc09eca59edb5a724080eeceb00fb06396f510aefb229c2d2c6897e63975/data'
-        : 'community.wave.seqera.io/library/coreutils:9.5--ae99c88a9b28c264'}"
+        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/52/52ccce28d2ab928ab862e25aae26314d69c8e38bd41ca9431c67ef05221348aa/data'
+        : 'community.wave.seqera.io/library/coreutils_grep_gzip_lbzip2_pruned:838ba80435a629f8'}"
 
     input:
     path summaries

From 0278a1b6310b96962f87801dd2bbc56166c50244 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 23 Sep 2025 07:51:37 +0200
Subject: [PATCH 165/288] Remove variable MultiQC YAML files in longread only
 test

---
 tests/test_longreadonly.nf.test      |  2 +-
 tests/test_longreadonly.nf.test.snap | 14 ++------------
 2 files changed, 3 insertions(+), 13 deletions(-)

diff --git a/tests/test_longreadonly.nf.test b/tests/test_longreadonly.nf.test
index 729fbdb35..a6ac38d7d 100644
--- a/tests/test_longreadonly.nf.test
+++ b/tests/test_longreadonly.nf.test
@@ -21,7 +21,7 @@ nextflow_pipeline {
                 params.outdir, include: ['multiqc/**'], relative: true, includeDir: false
             )
             def stable_path_multiqc = getAllFilesFromDir(
-                params.outdir, include: ['multiqc/**'], ignoreFile: 'tests/.nftignore'
+                params.outdir, include: ['multiqc/**'], ignore: ['multiqc/**.yaml'],ignoreFile: 'tests/.nftignore'
             )
 
             assert workflow.success
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index 15088d389..a8f82acb5 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -169,23 +169,13 @@
                 "multiqc/multiqc_report.html"
             ],
             [
-                "busco_plot_bacteria_odb10.yaml:md5,d99b10ec097d9b2c5965d36323321b58",
-                "multiqc_busco.yaml:md5,be65620d47ba52aeda873e8299c113e0",
-                "multiqc_citations.yaml:md5,a2dc8129fc0a35448c4453633202ae29",
-                "multiqc_general_stats.yaml:md5,9258de9516316f92f0b046a399ca4005",
-                "multiqc_prokka.yaml:md5,7e95c90a1cbc1b4ec18f20d19a0fcdb0",
-                "multiqc_quast.yaml:md5,6fddbac3730cf16c754c48d96da0d7aa",
-                "multiqc_quast_quast-1.yaml:md5,86d00d8a06816fdf6871936dacaa91aa",
-                "porechop.yaml:md5,828d96e2822bb4b4108ab706c00c4450",
-                "prokka_plot.yaml:md5,a02a88ab798c94e8f3eab6bd38b0a2d0",
-                "quast_num_contigs.yaml:md5,710d04c92ddfbfaa827d5592f7adac07",
-                "quast_table.yaml:md5,84e252e0ea771a746a28d584571cd8eb"
+                
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-23T05:39:42.697648159"
+        "timestamp": "2025-09-23T06:48:29.245104848"
     }
 }
\ No newline at end of file

From e33a2055668b8bbde6f35b29091a120e46803228 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 23 Sep 2025 08:40:19 +0200
Subject: [PATCH 166/288] Use correct versions in snapshots for all TAR
 processes

---
 tests/default.nf.test.snap         | 2 +-
 tests/test_single_end.nf.test.snap | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index d28982e6c..670e86a6f 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -65,7 +65,7 @@
                     "gtdb_db": "r226"
                 },
                 "GTDBTK_DB_PREPARATION": {
-                    "tar": 1.35
+                    "tar": 1.34
                 },
                 "GTDBTK_SUMMARY": {
                     "python": "3.10.6",
diff --git a/tests/test_single_end.nf.test.snap b/tests/test_single_end.nf.test.snap
index 62e86945a..2077a06ca 100644
--- a/tests/test_single_end.nf.test.snap
+++ b/tests/test_single_end.nf.test.snap
@@ -103,7 +103,7 @@
                     "genomad": "1.11.0"
                 },
                 "GTDBTK_DB_PREPARATION": {
-                    "tar": 1.35
+                    "tar": 1.34
                 },
                 "GTDBTK_SUMMARY": {
                     "python": "3.10.6",

From 9d3b6d5240ba8f0450a8886827b29abc3c3c7d20 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 23 Sep 2025 11:30:52 +0200
Subject: [PATCH 167/288] Deprecate GDTBTK's --gtdb_mash parameter as no longer
 suppoted by the tool

---
 CHANGELOG.md                                         | 1 +
 modules.json                                         | 2 +-
 modules/nf-core/gtdbtk/classifywf/main.nf            | 3 ---
 modules/nf-core/gtdbtk/classifywf/meta.yml           | 7 -------
 modules/nf-core/gtdbtk/classifywf/tests/main.nf.test | 2 --
 nextflow.config                                      | 1 -
 nextflow_schema.json                                 | 6 ------
 subworkflows/local/gtdbtk/main.nf                    | 2 --
 subworkflows/local/gtdbtk/meta.yml                   | 3 ---
 workflows/mag.nf                                     | 2 --
 10 files changed, 2 insertions(+), 27 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5b10ca196..1651987b5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -68,6 +68,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#825](https://github.com/nf-core/mag/pull/825) - Removed `--centrifuge_db`, `--kraken2_db`, `--krona_db` and `--skip_krona` parameters following the removal of taxonomic profiling functionality. See nf-core/taxprofiler for replacement (added by @dialvarezs)
 - [#851](https://github.com/nf-core/mag/pull/851) - Remove `POOL_READ_*` local modules in favor of nf-core cat/fastq (by @dialvarezs)
 - [#855](https://github.com/nf-core/mag/pull/855) - Remove test_adapterremoval, test_ancient_dna, test_bbnorm, test_busco_auto, test_host_rm, test_hybrid_host_rm, test_binrefinement, test_concoct and test_longread profiles (added by @dialvarezs)
+- [#864](https://github.com/nf-core/mag/pull/864) - Remove `--gtdb_mash` due to dropping of support by GTDBTk itself (by @prototaxites and @jfy133)
 
 ## v4.0.0 - [2025-05-22]
 
diff --git a/modules.json b/modules.json
index 5dc2e7095..a35e40998 100644
--- a/modules.json
+++ b/modules.json
@@ -173,7 +173,7 @@
                     },
                     "gtdbtk/classifywf": {
                         "branch": "master",
-                        "git_sha": "b4f7bfa77f68359438fa2fd27eaba5794fdd6ce4",
+                        "git_sha": "5b08bd1efd531f6bc1727d059648a4f1fbafdce0",
                         "installed_by": ["modules"]
                     },
                     "gunc/downloaddb": {
diff --git a/modules/nf-core/gtdbtk/classifywf/main.nf b/modules/nf-core/gtdbtk/classifywf/main.nf
index 3f7320882..ff73d308f 100644
--- a/modules/nf-core/gtdbtk/classifywf/main.nf
+++ b/modules/nf-core/gtdbtk/classifywf/main.nf
@@ -11,7 +11,6 @@ process GTDBTK_CLASSIFYWF {
     tuple val(meta)   , path("bins/*")
     tuple val(db_name), path(db)
     val use_pplacer_scratch_dir
-    path mash_db
 
     output:
     tuple val(meta), path("${prefix}")                               , emit: gtdb_outdir
@@ -33,7 +32,6 @@ process GTDBTK_CLASSIFYWF {
     def args            = task.ext.args ?: ''
     prefix              = task.ext.prefix ?: "${meta.id}"
     def pplacer_scratch = use_pplacer_scratch_dir ? "--scratch_dir pplacer_tmp" : ""
-    def mash_mode       = mash_db ? "--mash_db ${mash_db}" : "--skip_ani_screen"
     """
     export GTDBTK_DATA_PATH="\$(find -L ${db} -name 'metadata' -type d -exec dirname {} \\;)"
 
@@ -47,7 +45,6 @@ process GTDBTK_CLASSIFYWF {
         --prefix "${prefix}" \\
         --out_dir ${prefix} \\
         --cpus ${task.cpus} \\
-        ${mash_mode} \\
         ${pplacer_scratch}
 
     mv ${prefix}/gtdbtk.log "${prefix}/${prefix}.log"
diff --git a/modules/nf-core/gtdbtk/classifywf/meta.yml b/modules/nf-core/gtdbtk/classifywf/meta.yml
index 3cadf71ea..5a991af91 100644
--- a/modules/nf-core/gtdbtk/classifywf/meta.yml
+++ b/modules/nf-core/gtdbtk/classifywf/meta.yml
@@ -45,13 +45,6 @@ input:
   - use_pplacer_scratch_dir:
       type: boolean
       description: Set to true to reduce pplacer memory usage by writing to disk (slower)
-  - mash_db:
-      type: file
-      description: The local copy of the Mash sketch database used by GTDB-tk if `ani_screen`
-        mode is used (optional)
-      pattern: "*.msh"
-      ontologies:
-        - edam: http://edamontology.org/format_3911 # msh
 output:
   gtdb_outdir:
     - - meta:
diff --git a/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test b/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test
index 53bba2b3d..435ef038e 100644
--- a/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test
+++ b/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test
@@ -46,7 +46,6 @@ nextflow_process {
                     ]
                 input[1] = UNTAR.out.untar
                 input[2] = false
-                input[3] = []
                 """
             }
         }
@@ -90,7 +89,6 @@ nextflow_process {
                     ]
                 input[1] = [[:],[]]
                 input[2] = false
-                input[3] = []
                 """
             }
         }
diff --git a/nextflow.config b/nextflow.config
index 7c9f3a597..a75815a9d 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -100,7 +100,6 @@ params {
     save_cat_db                          = false
     skip_gtdbtk                          = false
     gtdb_db                              = "https://data.gtdb.ecogenomic.org/releases/release220/220.0/auxillary_files/gtdbtk_package/full_package/gtdbtk_r220_data.tar.gz"
-    gtdb_mash                            = null
     gtdbtk_min_completeness              = 50.0
     gtdbtk_max_contamination             = 10.0
     gtdbtk_min_perc_aa                   = 10
diff --git a/nextflow_schema.json b/nextflow_schema.json
index f3ebe86ce..f610bd309 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -527,12 +527,6 @@
                     "default": "https://data.gtdb.ecogenomic.org/releases/release220/220.0/auxillary_files/gtdbtk_package/full_package/gtdbtk_r220_data.tar.gz",
                     "format": "path"
                 },
-                "gtdb_mash": {
-                    "type": "string",
-                    "description": "Specify the location of a GTDBTK mash database. If missing, GTDB-Tk will skip the ani_screening step",
-                    "format": "path",
-                    "exists": true
-                },
                 "gtdbtk_min_completeness": {
                     "type": "number",
                     "default": 50,
diff --git a/subworkflows/local/gtdbtk/main.nf b/subworkflows/local/gtdbtk/main.nf
index 5851b364d..074b533fc 100644
--- a/subworkflows/local/gtdbtk/main.nf
+++ b/subworkflows/local/gtdbtk/main.nf
@@ -12,7 +12,6 @@ workflow GTDBTK {
     ch_bins           // channel: [ val(meta), [bins] ]
     ch_bin_qc_summary // channel: path
     val_gtdb          // value: path
-    val_gtdb_mash     // value: path
 
     main:
     ch_versions = Channel.empty()
@@ -73,7 +72,6 @@ workflow GTDBTK {
         ch_filtered_bins.passed.groupTuple(),
         ch_db_for_gtdbtk,
         params.gtdbtk_pplacer_useram ? false : true,
-        val_gtdb_mash,
     )
     ch_versions = ch_versions.mix(GTDBTK_CLASSIFYWF.out.versions)
 
diff --git a/subworkflows/local/gtdbtk/meta.yml b/subworkflows/local/gtdbtk/meta.yml
index 0136c8fd5..3787e0971 100644
--- a/subworkflows/local/gtdbtk/meta.yml
+++ b/subworkflows/local/gtdbtk/meta.yml
@@ -30,9 +30,6 @@ input:
   - val_gtdb:
       type: val
       description: Path to GTDB-Tk reference database
-  - val_gtdb_mash:
-      type: val
-      description: Path to GTDB-Tk MASH database for species assignment
 output:
   - summary:
       description: Summary of taxonomic classifications
diff --git a/workflows/mag.nf b/workflows/mag.nf
index f6e3146a5..7ecec653f 100644
--- a/workflows/mag.nf
+++ b/workflows/mag.nf
@@ -104,7 +104,6 @@ workflow MAG {
 
     if (gtdb) {
         gtdb = file("${gtdb}", checkIfExists: true)
-        gtdb_mash = params.gtdb_mash ? file("${params.gtdb_mash}", checkIfExists: true) : []
     }
     else {
         gtdb = []
@@ -440,7 +439,6 @@ workflow MAG {
                     ch_gtdb_bins,
                     ch_bin_qc_summary,
                     gtdb,
-                    gtdb_mash,
                 )
                 ch_versions = ch_versions.mix(GTDBTK.out.versions)
                 ch_gtdbtk_summary = GTDBTK.out.summary

From c9ff54e97503976e95b91ca4f0a7ac35a21af121 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 23 Sep 2025 14:58:02 +0200
Subject: [PATCH 168/288] Revert "Deprecate GDTBTK's --gtdb_mash parameter as
 no longer suppoted by the tool"

This reverts commit 69a955e5303f3e2114389f11c115bc6a569681d1.
---
 CHANGELOG.md                                         | 1 -
 modules.json                                         | 2 +-
 modules/nf-core/gtdbtk/classifywf/main.nf            | 3 +++
 modules/nf-core/gtdbtk/classifywf/meta.yml           | 7 +++++++
 modules/nf-core/gtdbtk/classifywf/tests/main.nf.test | 2 ++
 nextflow.config                                      | 1 +
 nextflow_schema.json                                 | 6 ++++++
 subworkflows/local/gtdbtk/main.nf                    | 2 ++
 subworkflows/local/gtdbtk/meta.yml                   | 3 +++
 workflows/mag.nf                                     | 2 ++
 10 files changed, 27 insertions(+), 2 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1651987b5..5b10ca196 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -68,7 +68,6 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#825](https://github.com/nf-core/mag/pull/825) - Removed `--centrifuge_db`, `--kraken2_db`, `--krona_db` and `--skip_krona` parameters following the removal of taxonomic profiling functionality. See nf-core/taxprofiler for replacement (added by @dialvarezs)
 - [#851](https://github.com/nf-core/mag/pull/851) - Remove `POOL_READ_*` local modules in favor of nf-core cat/fastq (by @dialvarezs)
 - [#855](https://github.com/nf-core/mag/pull/855) - Remove test_adapterremoval, test_ancient_dna, test_bbnorm, test_busco_auto, test_host_rm, test_hybrid_host_rm, test_binrefinement, test_concoct and test_longread profiles (added by @dialvarezs)
-- [#864](https://github.com/nf-core/mag/pull/864) - Remove `--gtdb_mash` due to dropping of support by GTDBTk itself (by @prototaxites and @jfy133)
 
 ## v4.0.0 - [2025-05-22]
 
diff --git a/modules.json b/modules.json
index a35e40998..5dc2e7095 100644
--- a/modules.json
+++ b/modules.json
@@ -173,7 +173,7 @@
                     },
                     "gtdbtk/classifywf": {
                         "branch": "master",
-                        "git_sha": "5b08bd1efd531f6bc1727d059648a4f1fbafdce0",
+                        "git_sha": "b4f7bfa77f68359438fa2fd27eaba5794fdd6ce4",
                         "installed_by": ["modules"]
                     },
                     "gunc/downloaddb": {
diff --git a/modules/nf-core/gtdbtk/classifywf/main.nf b/modules/nf-core/gtdbtk/classifywf/main.nf
index ff73d308f..3f7320882 100644
--- a/modules/nf-core/gtdbtk/classifywf/main.nf
+++ b/modules/nf-core/gtdbtk/classifywf/main.nf
@@ -11,6 +11,7 @@ process GTDBTK_CLASSIFYWF {
     tuple val(meta)   , path("bins/*")
     tuple val(db_name), path(db)
     val use_pplacer_scratch_dir
+    path mash_db
 
     output:
     tuple val(meta), path("${prefix}")                               , emit: gtdb_outdir
@@ -32,6 +33,7 @@ process GTDBTK_CLASSIFYWF {
     def args            = task.ext.args ?: ''
     prefix              = task.ext.prefix ?: "${meta.id}"
     def pplacer_scratch = use_pplacer_scratch_dir ? "--scratch_dir pplacer_tmp" : ""
+    def mash_mode       = mash_db ? "--mash_db ${mash_db}" : "--skip_ani_screen"
     """
     export GTDBTK_DATA_PATH="\$(find -L ${db} -name 'metadata' -type d -exec dirname {} \\;)"
 
@@ -45,6 +47,7 @@ process GTDBTK_CLASSIFYWF {
         --prefix "${prefix}" \\
         --out_dir ${prefix} \\
         --cpus ${task.cpus} \\
+        ${mash_mode} \\
         ${pplacer_scratch}
 
     mv ${prefix}/gtdbtk.log "${prefix}/${prefix}.log"
diff --git a/modules/nf-core/gtdbtk/classifywf/meta.yml b/modules/nf-core/gtdbtk/classifywf/meta.yml
index 5a991af91..3cadf71ea 100644
--- a/modules/nf-core/gtdbtk/classifywf/meta.yml
+++ b/modules/nf-core/gtdbtk/classifywf/meta.yml
@@ -45,6 +45,13 @@ input:
   - use_pplacer_scratch_dir:
       type: boolean
       description: Set to true to reduce pplacer memory usage by writing to disk (slower)
+  - mash_db:
+      type: file
+      description: The local copy of the Mash sketch database used by GTDB-tk if `ani_screen`
+        mode is used (optional)
+      pattern: "*.msh"
+      ontologies:
+        - edam: http://edamontology.org/format_3911 # msh
 output:
   gtdb_outdir:
     - - meta:
diff --git a/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test b/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test
index 435ef038e..53bba2b3d 100644
--- a/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test
+++ b/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test
@@ -46,6 +46,7 @@ nextflow_process {
                     ]
                 input[1] = UNTAR.out.untar
                 input[2] = false
+                input[3] = []
                 """
             }
         }
@@ -89,6 +90,7 @@ nextflow_process {
                     ]
                 input[1] = [[:],[]]
                 input[2] = false
+                input[3] = []
                 """
             }
         }
diff --git a/nextflow.config b/nextflow.config
index a75815a9d..7c9f3a597 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -100,6 +100,7 @@ params {
     save_cat_db                          = false
     skip_gtdbtk                          = false
     gtdb_db                              = "https://data.gtdb.ecogenomic.org/releases/release220/220.0/auxillary_files/gtdbtk_package/full_package/gtdbtk_r220_data.tar.gz"
+    gtdb_mash                            = null
     gtdbtk_min_completeness              = 50.0
     gtdbtk_max_contamination             = 10.0
     gtdbtk_min_perc_aa                   = 10
diff --git a/nextflow_schema.json b/nextflow_schema.json
index f610bd309..f3ebe86ce 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -527,6 +527,12 @@
                     "default": "https://data.gtdb.ecogenomic.org/releases/release220/220.0/auxillary_files/gtdbtk_package/full_package/gtdbtk_r220_data.tar.gz",
                     "format": "path"
                 },
+                "gtdb_mash": {
+                    "type": "string",
+                    "description": "Specify the location of a GTDBTK mash database. If missing, GTDB-Tk will skip the ani_screening step",
+                    "format": "path",
+                    "exists": true
+                },
                 "gtdbtk_min_completeness": {
                     "type": "number",
                     "default": 50,
diff --git a/subworkflows/local/gtdbtk/main.nf b/subworkflows/local/gtdbtk/main.nf
index 074b533fc..5851b364d 100644
--- a/subworkflows/local/gtdbtk/main.nf
+++ b/subworkflows/local/gtdbtk/main.nf
@@ -12,6 +12,7 @@ workflow GTDBTK {
     ch_bins           // channel: [ val(meta), [bins] ]
     ch_bin_qc_summary // channel: path
     val_gtdb          // value: path
+    val_gtdb_mash     // value: path
 
     main:
     ch_versions = Channel.empty()
@@ -72,6 +73,7 @@ workflow GTDBTK {
         ch_filtered_bins.passed.groupTuple(),
         ch_db_for_gtdbtk,
         params.gtdbtk_pplacer_useram ? false : true,
+        val_gtdb_mash,
     )
     ch_versions = ch_versions.mix(GTDBTK_CLASSIFYWF.out.versions)
 
diff --git a/subworkflows/local/gtdbtk/meta.yml b/subworkflows/local/gtdbtk/meta.yml
index 3787e0971..0136c8fd5 100644
--- a/subworkflows/local/gtdbtk/meta.yml
+++ b/subworkflows/local/gtdbtk/meta.yml
@@ -30,6 +30,9 @@ input:
   - val_gtdb:
       type: val
       description: Path to GTDB-Tk reference database
+  - val_gtdb_mash:
+      type: val
+      description: Path to GTDB-Tk MASH database for species assignment
 output:
   - summary:
       description: Summary of taxonomic classifications
diff --git a/workflows/mag.nf b/workflows/mag.nf
index 7ecec653f..f6e3146a5 100644
--- a/workflows/mag.nf
+++ b/workflows/mag.nf
@@ -104,6 +104,7 @@ workflow MAG {
 
     if (gtdb) {
         gtdb = file("${gtdb}", checkIfExists: true)
+        gtdb_mash = params.gtdb_mash ? file("${params.gtdb_mash}", checkIfExists: true) : []
     }
     else {
         gtdb = []
@@ -439,6 +440,7 @@ workflow MAG {
                     ch_gtdb_bins,
                     ch_bin_qc_summary,
                     gtdb,
+                    gtdb_mash,
                 )
                 ch_versions = ch_versions.mix(GTDBTK.out.versions)
                 ch_gtdbtk_summary = GTDBTK.out.summary

From 9f691c9b7e4605ed3024a8bf9288829b2cf76e80 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 23 Sep 2025 15:11:37 +0200
Subject: [PATCH 169/288] Re-deprecate mash_db bit retain -skip_ani_screen in
 GTDBTk process

---
 CHANGELOG.md                                         | 1 +
 conf/modules.config                                  | 1 +
 modules.json                                         | 2 +-
 modules/nf-core/gtdbtk/classifywf/main.nf            | 3 ---
 modules/nf-core/gtdbtk/classifywf/meta.yml           | 7 -------
 modules/nf-core/gtdbtk/classifywf/tests/main.nf.test | 2 --
 nextflow.config                                      | 1 -
 nextflow_schema.json                                 | 6 ------
 subworkflows/local/gtdbtk/main.nf                    | 2 --
 workflows/mag.nf                                     | 2 --
 10 files changed, 3 insertions(+), 24 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5b10ca196..1651987b5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -68,6 +68,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#825](https://github.com/nf-core/mag/pull/825) - Removed `--centrifuge_db`, `--kraken2_db`, `--krona_db` and `--skip_krona` parameters following the removal of taxonomic profiling functionality. See nf-core/taxprofiler for replacement (added by @dialvarezs)
 - [#851](https://github.com/nf-core/mag/pull/851) - Remove `POOL_READ_*` local modules in favor of nf-core cat/fastq (by @dialvarezs)
 - [#855](https://github.com/nf-core/mag/pull/855) - Remove test_adapterremoval, test_ancient_dna, test_bbnorm, test_busco_auto, test_host_rm, test_hybrid_host_rm, test_binrefinement, test_concoct and test_longread profiles (added by @dialvarezs)
+- [#864](https://github.com/nf-core/mag/pull/864) - Remove `--gtdb_mash` due to dropping of support by GTDBTk itself (by @prototaxites and @jfy133)
 
 ## v4.0.0 - [2025-05-22]
 
diff --git a/conf/modules.config b/conf/modules.config
index 724c37f92..7b1f860b1 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -654,6 +654,7 @@ process {
             "--min_af ${params.gtdbtk_min_af}",
             "--pplacer_cpus ${params.gtdbtk_pplacer_cpus}",
             params.gtdbtk_use_full_tree ? "-f" : "",
+            "--skip_ani_screen",
         ].join(' ')
         ext.prefix = { "${meta.assembler}-${meta.binner}-${meta.domain}-${meta.refinement}-${meta.id}" }
         publishDir = [
diff --git a/modules.json b/modules.json
index 5dc2e7095..a35e40998 100644
--- a/modules.json
+++ b/modules.json
@@ -173,7 +173,7 @@
                     },
                     "gtdbtk/classifywf": {
                         "branch": "master",
-                        "git_sha": "b4f7bfa77f68359438fa2fd27eaba5794fdd6ce4",
+                        "git_sha": "5b08bd1efd531f6bc1727d059648a4f1fbafdce0",
                         "installed_by": ["modules"]
                     },
                     "gunc/downloaddb": {
diff --git a/modules/nf-core/gtdbtk/classifywf/main.nf b/modules/nf-core/gtdbtk/classifywf/main.nf
index 3f7320882..ff73d308f 100644
--- a/modules/nf-core/gtdbtk/classifywf/main.nf
+++ b/modules/nf-core/gtdbtk/classifywf/main.nf
@@ -11,7 +11,6 @@ process GTDBTK_CLASSIFYWF {
     tuple val(meta)   , path("bins/*")
     tuple val(db_name), path(db)
     val use_pplacer_scratch_dir
-    path mash_db
 
     output:
     tuple val(meta), path("${prefix}")                               , emit: gtdb_outdir
@@ -33,7 +32,6 @@ process GTDBTK_CLASSIFYWF {
     def args            = task.ext.args ?: ''
     prefix              = task.ext.prefix ?: "${meta.id}"
     def pplacer_scratch = use_pplacer_scratch_dir ? "--scratch_dir pplacer_tmp" : ""
-    def mash_mode       = mash_db ? "--mash_db ${mash_db}" : "--skip_ani_screen"
     """
     export GTDBTK_DATA_PATH="\$(find -L ${db} -name 'metadata' -type d -exec dirname {} \\;)"
 
@@ -47,7 +45,6 @@ process GTDBTK_CLASSIFYWF {
         --prefix "${prefix}" \\
         --out_dir ${prefix} \\
         --cpus ${task.cpus} \\
-        ${mash_mode} \\
         ${pplacer_scratch}
 
     mv ${prefix}/gtdbtk.log "${prefix}/${prefix}.log"
diff --git a/modules/nf-core/gtdbtk/classifywf/meta.yml b/modules/nf-core/gtdbtk/classifywf/meta.yml
index 3cadf71ea..5a991af91 100644
--- a/modules/nf-core/gtdbtk/classifywf/meta.yml
+++ b/modules/nf-core/gtdbtk/classifywf/meta.yml
@@ -45,13 +45,6 @@ input:
   - use_pplacer_scratch_dir:
       type: boolean
       description: Set to true to reduce pplacer memory usage by writing to disk (slower)
-  - mash_db:
-      type: file
-      description: The local copy of the Mash sketch database used by GTDB-tk if `ani_screen`
-        mode is used (optional)
-      pattern: "*.msh"
-      ontologies:
-        - edam: http://edamontology.org/format_3911 # msh
 output:
   gtdb_outdir:
     - - meta:
diff --git a/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test b/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test
index 53bba2b3d..435ef038e 100644
--- a/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test
+++ b/modules/nf-core/gtdbtk/classifywf/tests/main.nf.test
@@ -46,7 +46,6 @@ nextflow_process {
                     ]
                 input[1] = UNTAR.out.untar
                 input[2] = false
-                input[3] = []
                 """
             }
         }
@@ -90,7 +89,6 @@ nextflow_process {
                     ]
                 input[1] = [[:],[]]
                 input[2] = false
-                input[3] = []
                 """
             }
         }
diff --git a/nextflow.config b/nextflow.config
index 7c9f3a597..a75815a9d 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -100,7 +100,6 @@ params {
     save_cat_db                          = false
     skip_gtdbtk                          = false
     gtdb_db                              = "https://data.gtdb.ecogenomic.org/releases/release220/220.0/auxillary_files/gtdbtk_package/full_package/gtdbtk_r220_data.tar.gz"
-    gtdb_mash                            = null
     gtdbtk_min_completeness              = 50.0
     gtdbtk_max_contamination             = 10.0
     gtdbtk_min_perc_aa                   = 10
diff --git a/nextflow_schema.json b/nextflow_schema.json
index f3ebe86ce..f610bd309 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -527,12 +527,6 @@
                     "default": "https://data.gtdb.ecogenomic.org/releases/release220/220.0/auxillary_files/gtdbtk_package/full_package/gtdbtk_r220_data.tar.gz",
                     "format": "path"
                 },
-                "gtdb_mash": {
-                    "type": "string",
-                    "description": "Specify the location of a GTDBTK mash database. If missing, GTDB-Tk will skip the ani_screening step",
-                    "format": "path",
-                    "exists": true
-                },
                 "gtdbtk_min_completeness": {
                     "type": "number",
                     "default": 50,
diff --git a/subworkflows/local/gtdbtk/main.nf b/subworkflows/local/gtdbtk/main.nf
index 5851b364d..074b533fc 100644
--- a/subworkflows/local/gtdbtk/main.nf
+++ b/subworkflows/local/gtdbtk/main.nf
@@ -12,7 +12,6 @@ workflow GTDBTK {
     ch_bins           // channel: [ val(meta), [bins] ]
     ch_bin_qc_summary // channel: path
     val_gtdb          // value: path
-    val_gtdb_mash     // value: path
 
     main:
     ch_versions = Channel.empty()
@@ -73,7 +72,6 @@ workflow GTDBTK {
         ch_filtered_bins.passed.groupTuple(),
         ch_db_for_gtdbtk,
         params.gtdbtk_pplacer_useram ? false : true,
-        val_gtdb_mash,
     )
     ch_versions = ch_versions.mix(GTDBTK_CLASSIFYWF.out.versions)
 
diff --git a/workflows/mag.nf b/workflows/mag.nf
index f6e3146a5..7ecec653f 100644
--- a/workflows/mag.nf
+++ b/workflows/mag.nf
@@ -104,7 +104,6 @@ workflow MAG {
 
     if (gtdb) {
         gtdb = file("${gtdb}", checkIfExists: true)
-        gtdb_mash = params.gtdb_mash ? file("${params.gtdb_mash}", checkIfExists: true) : []
     }
     else {
         gtdb = []
@@ -440,7 +439,6 @@ workflow MAG {
                     ch_gtdb_bins,
                     ch_bin_qc_summary,
                     gtdb,
-                    gtdb_mash,
                 )
                 ch_versions = ch_versions.mix(GTDBTK.out.versions)
                 ch_gtdbtk_summary = GTDBTK.out.summary

From ab9d966315cd575edd7011001ef3b8d2dc5956e8 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 23 Sep 2025 15:15:45 +0200
Subject: [PATCH 170/288] Typo fixes as noticed by @dialvarezs

---
 docs/output.md |  8 ++++----
 docs/usage.md  | 10 +++++-----
 2 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/docs/output.md b/docs/output.md
index 47016a793..a8eb7c74e 100644
--- a/docs/output.md
+++ b/docs/output.md
@@ -24,11 +24,11 @@ The pipeline is built using [Nextflow](https://www.nextflow.io/) and processes d
 - [MultiQC](#multiqc) - aggregate report, describing results of the whole pipeline
 - [Pipeline information](#pipeline-information) - Report metrics generated during the workflow execution
 
-Note that when specifying the parameter `--coassemble_group`, for the corresponding output filenames/directories of the assembly or downsteam processes the group ID, or more precisely the term `group-[group_id]`, will be used instead of the sample ID.
+Note that when specifying the parameter `--coassemble_group`, for the corresponding output filenames/directories of the assembly or downstream processes the group ID, or more precisely the term `group-[group_id]`, will be used instead of the sample ID.
 
 ## Quality control
 
-These steps trim away the adapter sequences present in input reads, trims away bad quality bases and sicard reads that are too short.
+These steps trim away the adapter sequences present in input reads, trims away bad quality bases and discard reads that are too short.
 It also removes host contaminants and sequencing controls, such as PhiX or the Lambda phage.
 FastQC is run for visualising the general quality metrics of the sequencing runs before and after trimming.
 
@@ -434,7 +434,7 @@ Files in these two folders contain all contigs of an assembly.
   - `bins/[assembler]-[binner]-[sample/group].*.fa.gz`: Genome bins retrieved from input assembly
   - `stats/[assembler]-[binner]-[sample/group].csv`: Table indicating which contig goes with which cluster bin.
   - `stats/[assembler]-[binner]-[sample/group]*_gt1000.csv`: Various intermediate PCA statistics used for clustering.
-  - `stats/[assembler]-[binner]-[sample/group]_*.tsv`: Coverage statistics of each sub-contig cut up by CONOCOCT prior in an intermediate step prior to binning. Likely not useful in most cases.
+  - `stats/[assembler]-[binner]-[sample/group]_*.tsv`: Coverage statistics of each sub-contig cut up by CONCOCT prior in an intermediate step prior to binning. Likely not useful in most cases.
   - `stats/[assembler]-[binner]-[sample/group].log.txt`: CONCOCT execution log file.
   - `stats/[assembler]-[binner]-[sample/group]_*.args`: List of arguments used in CONCOCT execution.
   - </details>
@@ -583,7 +583,7 @@ By default, nf-core/mag runs CheckM with the `check_lineage` workflow that place
 <summary>Output files</summary>
 
 - `GenomeBinning/QC/CheckM/`
-  - `[assembler]-[binner]-[domain]-[refinement]-[sample/group]_qa.txt`: Detailed statistics about bins informing completeness and contamamination scores (output of `checkm qa`). This should normally be your main file to use to evaluate your results.
+  - `[assembler]-[binner]-[domain]-[refinement]-[sample/group]_qa.txt`: Detailed statistics about bins informing completeness and contamination scores (output of `checkm qa`). This should normally be your main file to use to evaluate your results.
   - `[assembler]-[binner]-[domain]-[refinement]-[sample/group]_wf.tsv`: Overall summary file for completeness and contamination (output of `checkm lineage_wf`).
   - `[assembler]-[binner]-[domain]-[refinement]-[sample/group]/`: Intermediate files for CheckM results, including CheckM generated annotations, log, lineage markers etc.
 - `GenomeBinning/QC/`
diff --git a/docs/usage.md b/docs/usage.md
index 8a8d691ed..0ca94042f 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -10,7 +10,7 @@ The input data can be passed to nf-core/mag in two possible ways, either using t
 
 ### Samplesheet input file
 
-You can specify a CSV samplesheet input file that contains the paths to your FASTQ files and additional metadata. Furthermore when a `run` column is present, the pipeline will also run perform run- or lane-wise concatenation, for cases where you may have a sample or library sequenced with the same sequencing configuration across multiple runs. The optional run merging happens after short read QC (adapter clipping, host/PhiX removal etc.), and prior to normalisation, taxonomic profiling, and assembly.
+You can specify a CSV samplesheet input file that contains the paths to your FASTQ files and additional metadata. Furthermore when a `run` column is present, the pipeline will also perform run- or lane-wise concatenation, for cases where you may have a sample or library sequenced with the same sequencing configuration across multiple runs. The optional run merging happens after short read QC (adapter clipping, host/PhiX removal etc.), and prior to normalisation, taxonomic profiling, and assembly.
 
 If short reads are provided (`short_reads_1`), the `short_reads_platform` column is required. Valid options include:
 
@@ -69,7 +69,7 @@ In this case only long-read only assemblies will be able to be executed (e.g. Fl
 
 Please note the following requirements:
 
-- a minimum 5 of comma-separated columns
+- a minimum of 5 comma-separated columns
 - Valid file extension: `.csv`
 - Must contain the header `sample,group,short_reads_1,short_reads_2,long_reads` (where `run` can be optionally added)
 - Run IDs must be unique within a multi-run sample. A sample with multiple runs will be automatically concatenated.
@@ -258,7 +258,7 @@ To further assist in reproducibility, you can use share and reuse [parameter fil
 > If you wish to share such profile (such as upload as supplementary material for academic publications), make sure to NOT include cluster specific paths to files, nor institutional specific profiles.
 
 Additionally, to enable also reproducible results from the individual assembly tools this pipeline provides extra parameters. SPAdes is designed to be deterministic for a given number of threads. To generate reproducible results set the number of cpus with `--spades_fix_cpus` or `--spadeshybrid_fix_cpus`. This will overwrite the number of cpus specified in the `base.config` file and additionally ensure that it is not increased in case of retries for individual samples. MEGAHIT only generates reproducible results when run single-threaded.
-You can fix this by using the prameter `--megahit_fix_cpu_1`. In both cases, do not specify the number of cpus for these processes in additional custom config files, this would result in an error.
+You can fix this by using the parameter `--megahit_fix_cpu_1`. In both cases, do not specify the number of cpus for these processes in additional custom config files, this would result in an error.
 
 MetaBAT2 is run by default with a fixed seed within this pipeline, thus producing reproducible results.
 
@@ -329,7 +329,7 @@ To change the resource requests, please see the [max resources](https://nf-co.re
 
 ### Custom Containers
 
-In some cases, you may wish to change the container or conda environment used by a pipeline steps for a particular tool. By default, nf-core pipelines use containers and software from the [biocontainers](https://biocontainers.pro/) or [bioconda](https://bioconda.github.io/) projects. However, in some cases the pipeline specified version maybe out of date.
+In some cases, you may wish to change the container or conda environment used by a pipeline steps for a particular tool. By default, nf-core pipelines use containers and software from the [biocontainers](https://biocontainers.pro/) or [bioconda](https://bioconda.github.io/) projects. However, in some cases the pipeline specified version may be out of date.
 
 To use a different container from the default container or conda environment specified in a pipeline, please see the [updating tool versions](https://nf-co.re/docs/usage/configuration#updating-tool-versions) section of the nf-core website.
 
@@ -405,7 +405,7 @@ Some HPC setups also allow you to run nextflow within a cluster job submitted yo
 ## Nextflow memory requirements
 
 In some cases, the Nextflow Java virtual machines can start to request a large amount of memory.
-We recommend adding the following line to your environment to limit this (typically in `~/.bashrc` or `~./bash_profile`):
+We recommend adding the following line to your environment to limit this (typically in `~/.bashrc` or `~/.bash_profile`):
 
 ```bash
 NXF_OPTS='-Xms1g -Xmx4g'

From 47f2709969230e2289c62b29c524276452dab9cf Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 23 Sep 2025 15:41:30 +0200
Subject: [PATCH 171/288] Implement option to skip FastANI screen in GTDB-Tk
 (to replace mash_db input)

---
 conf/modules.config  |  2 +-
 conf/test.config     | 10 +---------
 nextflow.config      |  1 +
 nextflow_schema.json |  4 ++++
 4 files changed, 7 insertions(+), 10 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 7b1f860b1..ad680d96f 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -654,7 +654,7 @@ process {
             "--min_af ${params.gtdbtk_min_af}",
             "--pplacer_cpus ${params.gtdbtk_pplacer_cpus}",
             params.gtdbtk_use_full_tree ? "-f" : "",
-            "--skip_ani_screen",
+            params.gtdbtk_skip_fastaniscreen ? "--skip_ani_screen" : "",
         ].join(' ')
         ext.prefix = { "${meta.assembler}-${meta.binner}-${meta.domain}-${meta.refinement}-${meta.id}" }
         publishDir = [
diff --git a/conf/test.config b/conf/test.config
index eda7a77d8..c621da9d2 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -38,6 +38,7 @@ params {
     cat_no_suggestive_asterisks = true
     gtdbtk_min_completeness     = 0.01
     // Required for the small GTDBTk dummy database aa
+    gtdbtk_skip_fastaniscreen   = true
     gtdbtk_use_full_tree        = true
     megahit_fix_cpu_1           = true
     spades_fix_cpus             = 1
@@ -48,13 +49,4 @@ process {
     withName: PROKKA {
         ext.args = { params.prokka_with_compliance ? "--fast --metagenome --compliant --centre ${params.prokka_compliance_centre}" : "--metagenome --fast" }
     }
-    withName: GTDBTK_CLASSIFYWF {
-        ext.args = [
-            "--extension fa",
-            "--min_perc_aa ${params.gtdbtk_min_perc_aa}",
-            "--min_af ${params.gtdbtk_min_af}",
-            "--pplacer_cpus ${params.gtdbtk_pplacer_cpus}",
-            "-f",
-        ].join(' ')
-    }
 }
diff --git a/nextflow.config b/nextflow.config
index a75815a9d..0cd95f775 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -107,6 +107,7 @@ params {
     gtdbtk_pplacer_cpus                  = 1
     gtdbtk_pplacer_useram                = false
     gtdbtk_use_full_tree                 = false
+    gtdbtk_skip_fastaniscreen            = false
 
     // long read preprocessing options
     skip_adapter_trimming                = false
diff --git a/nextflow_schema.json b/nextflow_schema.json
index f610bd309..9a9019ba9 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -571,6 +571,10 @@
                 "gtdbtk_use_full_tree": {
                     "type": "boolean",
                     "description": "Specify to have GTDBTk to use the full bacterial tree rather than the split tree (requires more memory!)"
+                },
+                "gtdbtk_skip_fastaniscreen": {
+                    "type": "boolean",
+                    "description": "Specify to skip ANI screening for faster genome classification using skani"
                 }
             }
         },

From 7e43d6173f4c1e0bf97ea6a50a7581fbba8827f4 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 24 Sep 2025 07:00:40 +0200
Subject: [PATCH 172/288] Improve parameter name for clarity and add changelog
 entry

---
 CHANGELOG.md         | 1 +
 conf/modules.config  | 2 +-
 conf/test.config     | 2 +-
 nextflow.config      | 2 +-
 nextflow_schema.json | 2 +-
 5 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1651987b5..d8dabcfa6 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -14,6 +14,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#829](https://github.com/nf-core/mag/pull/829) - Add `--skip_shortread_qc` and `--skip_longread_qc` params for skipping certain default preprocessing steps (added by @erikrikarddaniel)
 - [#846](https://github.com/nf-core/mag/pull/846) - Improve documentation of `group` samplesheet column (added by @vinisalazar)
 - [#855](https://github.com/nf-core/mag/pull/855) - Add basic nf-tests for test_longreadonly, test_longreadonly_alternatives, test_hybrid and test_assembly_input (added by @dialvarezs)
+- [#864](https://github.com/nf-core/mag/pull/864) - Add `--gtdbtk_skip_aniscreen` to disable fast classification of genomes by ANI using skani in GTDB-Tk (by @jfy133 and @prototaxites).
 
 ### `Changed`
 
diff --git a/conf/modules.config b/conf/modules.config
index ad680d96f..1f95d27b3 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -654,7 +654,7 @@ process {
             "--min_af ${params.gtdbtk_min_af}",
             "--pplacer_cpus ${params.gtdbtk_pplacer_cpus}",
             params.gtdbtk_use_full_tree ? "-f" : "",
-            params.gtdbtk_skip_fastaniscreen ? "--skip_ani_screen" : "",
+            params.gtdbtk_skip_aniscreen ? "--skip_ani_screen" : "",
         ].join(' ')
         ext.prefix = { "${meta.assembler}-${meta.binner}-${meta.domain}-${meta.refinement}-${meta.id}" }
         publishDir = [
diff --git a/conf/test.config b/conf/test.config
index c621da9d2..973dde5a7 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -38,7 +38,7 @@ params {
     cat_no_suggestive_asterisks = true
     gtdbtk_min_completeness     = 0.01
     // Required for the small GTDBTk dummy database aa
-    gtdbtk_skip_fastaniscreen   = true
+    gtdbtk_skip_aniscreen       = true
     gtdbtk_use_full_tree        = true
     megahit_fix_cpu_1           = true
     spades_fix_cpus             = 1
diff --git a/nextflow.config b/nextflow.config
index 0cd95f775..fa7ec9c48 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -107,7 +107,7 @@ params {
     gtdbtk_pplacer_cpus                  = 1
     gtdbtk_pplacer_useram                = false
     gtdbtk_use_full_tree                 = false
-    gtdbtk_skip_fastaniscreen            = false
+    gtdbtk_skip_aniscreen                = false
 
     // long read preprocessing options
     skip_adapter_trimming                = false
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 9a9019ba9..3b6c736c7 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -572,7 +572,7 @@
                     "type": "boolean",
                     "description": "Specify to have GTDBTk to use the full bacterial tree rather than the split tree (requires more memory!)"
                 },
-                "gtdbtk_skip_fastaniscreen": {
+                "gtdbtk_skip_aniscreen": {
                     "type": "boolean",
                     "description": "Specify to skip ANI screening for faster genome classification using skani"
                 }

From 033c2c4dffed1af35b090e555d7fcd995153c1e9 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 23 Sep 2025 16:09:24 +0200
Subject: [PATCH 173/288] Update nextflow_schema.json

Co-authored-by: Jim Downie <19718667+prototaxites@users.noreply.github.com>
---
 nextflow_schema.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 3b6c736c7..a11cb7004 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -574,7 +574,7 @@
                 },
                 "gtdbtk_skip_aniscreen": {
                     "type": "boolean",
-                    "description": "Specify to skip ANI screening for faster genome classification using skani"
+                    "description": "Specify to disable fast classification of genomes by ANI using skani in GTDB-Tk.",
                 }
             }
         },

From 2ada69dbd19b79d6abce372adef5a6ec4dcc2ff7 Mon Sep 17 00:00:00 2001
From: nf-core-bot <core@nf-co.re>
Date: Tue, 23 Sep 2025 14:59:47 +0000
Subject: [PATCH 174/288] [automated] Fix code linting

---
 nextflow_schema.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index a11cb7004..6e8af6451 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -574,7 +574,7 @@
                 },
                 "gtdbtk_skip_aniscreen": {
                     "type": "boolean",
-                    "description": "Specify to disable fast classification of genomes by ANI using skani in GTDB-Tk.",
+                    "description": "Specify to disable fast classification of genomes by ANI using skani in GTDB-Tk."
                 }
             }
         },

From a451aa58304c2fab89204213f415cd3fca36af7a Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 24 Sep 2025 10:44:22 +0200
Subject: [PATCH 175/288] Deactivate scratch on METASPADES to allow functioning
 with fusion

---
 conf/test_full.config | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/conf/test_full.config b/conf/test_full.config
index 8b75c9cd4..4c937b56b 100644
--- a/conf/test_full.config
+++ b/conf/test_full.config
@@ -41,3 +41,9 @@ params {
     prokka_with_compliance     = true
     prokka_compliance_centre   = "nfcore"
 }
+
+process {
+    withName: METASPADES {
+        scratch = false
+    }
+}

From e1a77e344498827a3109ac3c40f8b0a87c259a5c Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 24 Sep 2025 10:46:18 +0200
Subject: [PATCH 176/288] Use the correct Seqera (unofficial) approve from
 @FriederikeHanssen@edmundmiller hack to get SPADES to work on Fusion

---
 conf/test_full.config | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/conf/test_full.config b/conf/test_full.config
index 4c937b56b..744f81b59 100644
--- a/conf/test_full.config
+++ b/conf/test_full.config
@@ -44,6 +44,6 @@ params {
 
 process {
     withName: METASPADES {
-        scratch = false
+        scratch = true
     }
 }

From 3be1a4b84c3b10fc09bd2b91d22ab4b4eab1fbd2 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Thu, 25 Sep 2025 10:42:02 +0200
Subject: [PATCH 177/288] Add missing --threads parameter for metaeuk
 easypredict

---
 CHANGELOG.md                                  |  1 +
 modules.json                                  |  2 +-
 modules/nf-core/metaeuk/easypredict/main.nf   |  3 ++-
 .../easypredict/tests/main.nf.test.snap       | 20 +++++++++----------
 4 files changed, 14 insertions(+), 12 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index d8dabcfa6..9812a4e02 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -39,6 +39,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#852](https://github.com/nf-core/mag/pull/852) - Fixed version reporting by ensure all modules are represented in final version.yml for MultiQC (by @jfy133)
 - [#854](https://github.com/nf-core/mag/pull/854) - Update porechop/abi to a patched version to prevent duplicated read names (reported by @palec87, fix by @jfy133)
 - [#858](https://github.com/nf-core/mag/pull/858) - Fix a single parameter validation failure reporting errors for all parameters by updated nf-schema to 2.5.1 (reported by @Pranjal-Bioinfo, fix by @nvnieuwk and @jfy133)
+- [#864](https://github.com/nf-core/mag/pull/864) - Fix missing multi-threading of MetaEuk easypredict (reported by @OlivierCoen, fix by @prototaxites).
 
 ### `Dependencies`
 
diff --git a/modules.json b/modules.json
index a35e40998..87f0f1b8c 100644
--- a/modules.json
+++ b/modules.json
@@ -218,7 +218,7 @@
                     },
                     "metaeuk/easypredict": {
                         "branch": "master",
-                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
+                        "git_sha": "47aa188c8a6b974917e4d000e47a3f4b71da67f6",
                         "installed_by": ["modules"]
                     },
                     "metamdbg/asm": {
diff --git a/modules/nf-core/metaeuk/easypredict/main.nf b/modules/nf-core/metaeuk/easypredict/main.nf
index 5a70976c7..deeb7b87d 100644
--- a/modules/nf-core/metaeuk/easypredict/main.nf
+++ b/modules/nf-core/metaeuk/easypredict/main.nf
@@ -38,7 +38,8 @@ process METAEUK_EASYPREDICT {
         \${DB} \\
         ${prefix} \\
         tmp/ \\
-        ${args}
+        ${args} \\
+        --threads ${task.cpus}
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/modules/nf-core/metaeuk/easypredict/tests/main.nf.test.snap b/modules/nf-core/metaeuk/easypredict/tests/main.nf.test.snap
index c3e7fa70d..f51a149ab 100644
--- a/modules/nf-core/metaeuk/easypredict/tests/main.nf.test.snap
+++ b/modules/nf-core/metaeuk/easypredict/tests/main.nf.test.snap
@@ -174,7 +174,7 @@
                         {
                             "id": "test"
                         },
-                        "test.fas:md5,12f4e8ec95c42d7dae05fe1941fd7d13"
+                        "test.fas:md5,3834a7d4dc4f7da755afc00b73589a1b"
                     ]
                 ],
                 "1": [
@@ -182,7 +182,7 @@
                         {
                             "id": "test"
                         },
-                        "test.codon.fas:md5,1cf74897a057f592a97469c9590d8024"
+                        "test.codon.fas:md5,21e47f601e73834f96a61f5150535716"
                     ]
                 ],
                 "2": [
@@ -190,7 +190,7 @@
                         {
                             "id": "test"
                         },
-                        "test.headersMap.tsv:md5,9ac44dc6ac5e22faaf18436b57902009"
+                        "test.headersMap.tsv:md5,518ed985e5dad185ba2e8228c540c059"
                     ]
                 ],
                 "3": [
@@ -198,7 +198,7 @@
                         {
                             "id": "test"
                         },
-                        "test.gff:md5,108d840620f63ff780e78a52e5def80c"
+                        "test.gff:md5,0d1e318931bb2b441fbc035137b7fc49"
                     ]
                 ],
                 "4": [
@@ -209,7 +209,7 @@
                         {
                             "id": "test"
                         },
-                        "test.codon.fas:md5,1cf74897a057f592a97469c9590d8024"
+                        "test.codon.fas:md5,21e47f601e73834f96a61f5150535716"
                     ]
                 ],
                 "faa": [
@@ -217,7 +217,7 @@
                         {
                             "id": "test"
                         },
-                        "test.fas:md5,12f4e8ec95c42d7dae05fe1941fd7d13"
+                        "test.fas:md5,3834a7d4dc4f7da755afc00b73589a1b"
                     ]
                 ],
                 "gff": [
@@ -225,7 +225,7 @@
                         {
                             "id": "test"
                         },
-                        "test.gff:md5,108d840620f63ff780e78a52e5def80c"
+                        "test.gff:md5,0d1e318931bb2b441fbc035137b7fc49"
                     ]
                 ],
                 "tsv": [
@@ -233,7 +233,7 @@
                         {
                             "id": "test"
                         },
-                        "test.headersMap.tsv:md5,9ac44dc6ac5e22faaf18436b57902009"
+                        "test.headersMap.tsv:md5,518ed985e5dad185ba2e8228c540c059"
                     ]
                 ],
                 "versions": [
@@ -243,8 +243,8 @@
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "24.10.5"
+            "nextflow": "25.04.6"
         },
-        "timestamp": "2025-05-13T13:49:42.36794265"
+        "timestamp": "2025-09-25T08:18:53.256041749"
     }
 }
\ No newline at end of file

From 7560fa731dd56b9cb5199651b5187e5ddff5cfa4 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 29 Sep 2025 13:39:17 +0200
Subject: [PATCH 178/288] Make sure all custom exit code contiions are
 consistent, and add ignore on exit code 1 for MAG_DEPTHS_PLOTS,

---
 conf/base.config | 29 ++++++++++++++++-------------
 1 file changed, 16 insertions(+), 13 deletions(-)

diff --git a/conf/base.config b/conf/base.config
index bfb441181..30ddd0188 100644
--- a/conf/base.config
+++ b/conf/base.config
@@ -109,7 +109,7 @@ process {
         cpus          = { params.megahit_fix_cpu_1 ? 1 : (8 * task.attempt) }
         memory        = { 40.GB * task.attempt }
         time          = { 16.h * task.attempt }
-        errorStrategy = { task.exitStatus in ((130..145) + 104 + 250) ? 'retry' : 'finish' }
+        errorStrategy = { task.exitStatus in ((130..145) + 104 + 175 + 250) ? 'retry' : 'finish' }
     }
     //SPAdes returns error(1) if it runs out of memory (and for other reasons as well...)!
     //exponential increase of memory and time with attempts, keep number of threads to enable reproducibility
@@ -117,27 +117,27 @@ process {
         cpus          = { params.spades_fix_cpus != -1 ? params.spades_fix_cpus : (10 * task.attempt) }
         memory        = { 64.GB * (2 ** (task.attempt - 1)) }
         time          = { 24.h * (2 ** (task.attempt - 1)) }
-        errorStrategy = { task.exitStatus in ((130..145) + 104 + 21 + 12 + 1) ? 'retry' : 'finish' }
+        errorStrategy = { task.exitStatus in ((130..145) + 104 + 175 + 21 + 12 + 1) ? 'retry' : 'finish' }
         maxRetries    = 5
     }
     withName: SPADESHYBRID {
         cpus          = { params.spadeshybrid_fix_cpus != -1 ? params.spadeshybrid_fix_cpus : (10 * task.attempt) }
         memory        = { 64.GB * (2 ** (task.attempt - 1)) }
         time          = { 24.h * (2 ** (task.attempt - 1)) }
-        errorStrategy = { task.exitStatus in ((130..145) + 104 + 21 + 12 + 1) ? 'retry' : 'finish' }
+        errorStrategy = { task.exitStatus in ((130..145) + 104 + 175 + 21 + 12 + 1) ? 'retry' : 'finish' }
         maxRetries    = 5
     }
 
     withName: METAMDBG_ASM {
-        cpus       = { 12 * task.attempt }
-        memory     = { 72.GB * (2 ** (task.attempt - 1)) }
-        time       = { 24.h * (2 ** (task.attempt - 1)) }
+        cpus   = { 12 * task.attempt }
+        memory = { 72.GB * (2 ** (task.attempt - 1)) }
+        time   = { 24.h * (2 ** (task.attempt - 1)) }
     }
 
     withName: FLYE {
-        cpus       = { 12 * task.attempt }
-        memory     = { 72.GB * (2 ** (task.attempt - 1)) }
-        time       = { 24.h * (2 ** (task.attempt - 1)) }
+        cpus   = { 12 * task.attempt }
+        memory = { 72.GB * (2 ** (task.attempt - 1)) }
+        time   = { 24.h * (2 ** (task.attempt - 1)) }
     }
 
     //returns exit code 247 when running out of memory
@@ -145,7 +145,7 @@ process {
         cpus          = { 2 * task.attempt }
         memory        = { 8.GB * task.attempt }
         time          = { 8.h * task.attempt }
-        errorStrategy = { task.exitStatus in ((130..145) + 104 + 247) ? 'retry' : 'finish' }
+        errorStrategy = { task.exitStatus in ((130..145) + 104 + 175 + 247) ? 'retry' : 'finish' }
     }
     withName: METABAT2_METABAT2 {
         cpus   = { 8 * task.attempt }
@@ -155,16 +155,19 @@ process {
     withName: MAG_DEPTHS {
         memory = { 16.GB * task.attempt }
     }
+    withName: MAG_DEPTHS_PLOTS {
+        errorStrategy = { task.exitStatus in ((130..145) + 104 + 175) ? 'retry' : task.exitStatus == 1 ? 'ignore' : 'finish' }
+    }
     withName: BUSCO_BUSCO {
         cpus          = { 10 * task.attempt }
         memory        = { 12.GB * task.attempt }
-        errorStrategy = { task.exitStatus in (130..145) ? 'retry' : 'ignore' }
+        errorStrategy = { task.exitStatus in ((130..145) + 104 + 175) ? 'retry' : 'ignore' }
     }
     withName: MAXBIN2 {
         errorStrategy = { task.exitStatus in [1, 255] ? 'ignore' : 'retry' }
     }
     withName: DASTOOL_DASTOOL {
-        errorStrategy = { task.exitStatus in ((130..145) + 104) ? 'retry' : task.exitStatus == 1 ? 'ignore' : 'finish' }
+        errorStrategy = { task.exitStatus in ((130..145) + 104 + 175) ? 'retry' : task.exitStatus == 1 ? 'ignore' : 'finish' }
     }
     //as per https://github.com/Ecogenomics/CheckM/wiki/Installation#system-requirements
     withName: CHECKM_LINEAGEWF {
@@ -172,6 +175,6 @@ process {
     }
     //CheckM2 returns exit code 1 when Diamond doesn't find any hits
     withName: CHECKM2_PREDICT {
-        errorStrategy = { task.exitStatus in (130..145) ? 'retry' : task.exitStatus == 1 ? 'ignore' : 'finish' }
+        errorStrategy = { task.exitStatus in ((130..145) + 104 + 175) ? 'retry' : task.exitStatus == 1 ? 'ignore' : 'finish' }
     }
 }

From 6f0a1bc255d7300489bf0a776ca9b9a51a264ae8 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 29 Sep 2025 13:39:29 +0200
Subject: [PATCH 179/288] Use latest GTDB download link

---
 nextflow.config | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/nextflow.config b/nextflow.config
index fa7ec9c48..3da1b9701 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -99,7 +99,7 @@ params {
     cat_no_suggestive_asterisks          = false
     save_cat_db                          = false
     skip_gtdbtk                          = false
-    gtdb_db                              = "https://data.gtdb.ecogenomic.org/releases/release220/220.0/auxillary_files/gtdbtk_package/full_package/gtdbtk_r220_data.tar.gz"
+    gtdb_db                              = "https://data.gtdb.aau.ecogenomic.org/releases/release226/226.0/auxillary_files/gtdbtk_package/full_package/gtdbtk_r226_data.tar.gz"
     gtdbtk_min_completeness              = 50.0
     gtdbtk_max_contamination             = 10.0
     gtdbtk_min_perc_aa                   = 10

From 1424a2ce583076505a4d245f4d23c2c1f624896e Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 29 Sep 2025 13:39:50 +0200
Subject: [PATCH 180/288] Use correct URLs for test data samplesheet and GTDB,
 deactivate CAT due to summarise problem

---
 conf/test_full.config | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/conf/test_full.config b/conf/test_full.config
index 744f81b59..1ef802672 100644
--- a/conf/test_full.config
+++ b/conf/test_full.config
@@ -17,11 +17,11 @@ params {
     // Input data for full size test
     // hg19 reference with highly conserved and low-complexity regions masked by Brian Bushnell
     host_fasta                 = "s3://ngi-igenomes/test-data/mag/hg19_main_mask_ribo_animal_allplant_allfungus.fa.gz"
-    input                      = "s3://ngi-igenomes/test-data/mag/samplesheets/samplesheet.full.v4.csv"
+    input                      = "https://github.com/nf-core/test-datasets/raw/refs/heads/mag/samplesheets/samplesheet.full.v4.csv"
 
-    cat_db                     = "s3://ngi-igenomes/test-data/mag/CAT_prepare_20210107.tar.gz"
-    // gtdb_db       = "s3://ngi-igenomes/test-data/mag/gtdbtk_r214_data.tar.gz" ## This should be updated to release 220, once we get GTDB-Tk working again
-    skip_gtdbtk                = true
+    //cat_db                     = "s3://ngi-igenomes/test-data/mag/CAT_prepare_20210107.tar.gz" // Current full test fails because of multiple classifications that CAT_pack summarise does not support
+    gtdb_db                    = "s3://nf-core-awsmegatests/mag/full_test_data/gtdb/release226/"
+    skip_gtdbtk                = false
 
     skip_spades                = false
     skip_spadeshybrid          = true

From 634164e5f55633ef07fa17e3805f25ecb003416d Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 30 Sep 2025 09:16:11 +0200
Subject: [PATCH 181/288] Try CheckM2 instead of BUSCO

---
 conf/test_full.config | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/conf/test_full.config b/conf/test_full.config
index 1ef802672..6d34cd6be 100644
--- a/conf/test_full.config
+++ b/conf/test_full.config
@@ -37,6 +37,8 @@ params {
     // Skip CONCOCT due to timeout issues
     skip_concoct               = true
 
+    binqc_tool                 = "checkm2"
+
     // Set Prokka compliance mode to allow metaSPAdes bins to be annotated
     prokka_with_compliance     = true
     prokka_compliance_centre   = "nfcore"

From 550e64ac2b77dbd644e4a83feac499e8da758db6 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 30 Sep 2025 09:25:43 +0200
Subject: [PATCH 182/288] Update CHANGELOG.md

---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 9812a4e02..f43519f48 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,7 +3,7 @@
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-## 5.0.0 - [2025-09-22]
+## 5.0.0 - [2025-09-30]
 
 ### `Added`
 

From a252c287d97ed4f79194146e5fc53df900ba8fc5 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 30 Sep 2025 09:32:37 +0200
Subject: [PATCH 183/288] Fix linting (mismtach of schema with config, typo in
 module name in modules.confg)

---
 conf/base.config     | 2 +-
 nextflow_schema.json | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/conf/base.config b/conf/base.config
index 30ddd0188..00cc32c97 100644
--- a/conf/base.config
+++ b/conf/base.config
@@ -155,7 +155,7 @@ process {
     withName: MAG_DEPTHS {
         memory = { 16.GB * task.attempt }
     }
-    withName: MAG_DEPTHS_PLOTS {
+    withName: MAG_DEPTHS_PLOT {
         errorStrategy = { task.exitStatus in ((130..145) + 104 + 175) ? 'retry' : task.exitStatus == 1 ? 'ignore' : 'finish' }
     }
     withName: BUSCO_BUSCO {
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 6e8af6451..baaf8ca57 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -524,7 +524,7 @@
                 "gtdb_db": {
                     "type": "string",
                     "description": "Specify the location of a GTDBTK database. Can be either an uncompressed directory or a `.tar.gz` archive. If not specified will be downloaded for you when GTDBTK or binning QC is not skipped.",
-                    "default": "https://data.gtdb.ecogenomic.org/releases/release220/220.0/auxillary_files/gtdbtk_package/full_package/gtdbtk_r220_data.tar.gz",
+                    "default": "https://data.gtdb.aau.ecogenomic.org/releases/release226/226.0/auxillary_files/gtdbtk_package/full_package/gtdbtk_r226_data.tar.gz",
                     "format": "path"
                 },
                 "gtdbtk_min_completeness": {

From bc61826cbaaf848f9ade5988293c69af958cc3d1 Mon Sep 17 00:00:00 2001
From: Jim Downie <19718667+prototaxites@users.noreply.github.com>
Date: Tue, 30 Sep 2025 10:19:27 +0100
Subject: [PATCH 184/288] docs(coverage): add section to usage documenting how
 to tune the percent identity parameters, and why

---
 docs/usage.md | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/docs/usage.md b/docs/usage.md
index 0ca94042f..f6991cdb1 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -417,6 +417,16 @@ nf-core/mag integrates an additional subworkflow to validate ancient DNA _de nov
 
 [Characteristic patterns of ancient DNA (aDNA) damage](<(https://doi.org/10.1073/pnas.0704665104)>), namely DNA fragmentation and cytosine deamination (observed as C-to-T transitions) are typically used to authenticate aDNA sequences. By identifying assembled contigs carrying typical aDNA damages using [PyDamage](https://github.com/maxibor/pydamage), nf-core/mag can report and distinguish ancient contigs from contigs carrying no aDNA damage. Furthermore, to mitigate the effect of aDNA damage on contig sequence assembly, [freebayes](https://github.com/freebayes/freebayes) in combination with [BCFtools](https://github.com/samtools/bcftools) are used to (re)call the variants from the reads aligned to the contigs, and (re)generate contig consensus sequences.
 
+## A note on coverage estimation
+
+In order to run the binning tools included in the pipeline, MAG must first align reads back to the assemblies, and estimate the coverage of each contig. 
+During the coverage estimation step, these alignments are by default filtered to retain alignments that have a percentage identity of 97% (i.e., of 
+the base pairs that match between the read and the contig, 97% are identical). This value is a good default for short read Illumina data, however for 
+certain long read technologies, the error rates in the reads can be much higher. For example, older Oxford Nanopore chemistries can have error rates approaching 
+15% - 20%. If you are having trouble with the coverage estimation steps (for example, the output depths for each bin are all at or near zero), it may be worth
+manually adjusting this parameter, if it is appropriate for your data. You can do this by adjusting the `longread_percentidentity` and `shortread_percentidentity`
+parameters for long reads and short reads, respectively - for older ONT data, you may wish to look at values of around 85% to improve coverage estimation.
+
 ## A note on bin refinement
 
 ### Error Reporting

From 6bebd69a276db97b01829ff0eb382a788d0b99b9 Mon Sep 17 00:00:00 2001
From: Jim Downie <19718667+prototaxites@users.noreply.github.com>
Date: Tue, 30 Sep 2025 10:20:58 +0100
Subject: [PATCH 185/288] fix(test_full): set longread_percentidentity to 85

---
 conf/test_full.config | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/conf/test_full.config b/conf/test_full.config
index 6d34cd6be..f7414ff1d 100644
--- a/conf/test_full.config
+++ b/conf/test_full.config
@@ -31,6 +31,9 @@ params {
     spadeshybrid_fix_cpus      = 10
     megahit_fix_cpu_1          = true
 
+    // mapping options
+    longread_percentidentity   = 85
+
     // available options to enable reproducibility for BUSCO (--busco_db) not used here
     // to allow detection of possible problems in automated lineage selection mode using public databases
 

From b8cfe5fd028f3f2bfd9c674ba32f697f20c88460 Mon Sep 17 00:00:00 2001
From: Jim Downie <19718667+prototaxites@users.noreply.github.com>
Date: Tue, 30 Sep 2025 10:28:12 +0100
Subject: [PATCH 186/288] docs: update changelog

---
 CHANGELOG.md | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index f43519f48..ae7e1f6fc 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,6 +3,20 @@
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## 5.1.0dev - [unreleased]
+
+### `Added`
+
+- [#873](https://github.com/nf-core/mag/pull/873) - Document usage of `longread_percentidentity` and `shortread_percentidentity` and set the value of `longread_percentidentity` in the `test_full` profile to 85 (by @prototaxites)
+
+### `Changed`
+
+### `Fixed`
+
+### `Dependencies`
+
+### `Deprecated`
+
 ## 5.0.0 - [2025-09-30]
 
 ### `Added`

From c3524ae068f0858fcb4caff6086fa07d7730c168 Mon Sep 17 00:00:00 2001
From: Jim Downie <19718667+prototaxites@users.noreply.github.com>
Date: Tue, 30 Sep 2025 10:34:01 +0100
Subject: [PATCH 187/288] lint: trailing whitespace

---
 docs/usage.md | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/docs/usage.md b/docs/usage.md
index f6991cdb1..fa8a00e0f 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -419,10 +419,10 @@ nf-core/mag integrates an additional subworkflow to validate ancient DNA _de nov
 
 ## A note on coverage estimation
 
-In order to run the binning tools included in the pipeline, MAG must first align reads back to the assemblies, and estimate the coverage of each contig. 
-During the coverage estimation step, these alignments are by default filtered to retain alignments that have a percentage identity of 97% (i.e., of 
-the base pairs that match between the read and the contig, 97% are identical). This value is a good default for short read Illumina data, however for 
-certain long read technologies, the error rates in the reads can be much higher. For example, older Oxford Nanopore chemistries can have error rates approaching 
+In order to run the binning tools included in the pipeline, MAG must first align reads back to the assemblies, and estimate the coverage of each contig.
+During the coverage estimation step, these alignments are by default filtered to retain alignments that have a percentage identity of 97% (i.e., of
+the base pairs that match between the read and the contig, 97% are identical). This value is a good default for short read Illumina data, however for
+certain long read technologies, the error rates in the reads can be much higher. For example, older Oxford Nanopore chemistries can have error rates approaching
 15% - 20%. If you are having trouble with the coverage estimation steps (for example, the output depths for each bin are all at or near zero), it may be worth
 manually adjusting this parameter, if it is appropriate for your data. You can do this by adjusting the `longread_percentidentity` and `shortread_percentidentity`
 parameters for long reads and short reads, respectively - for older ONT data, you may wish to look at values of around 85% to improve coverage estimation.

From 80e98d77f6b92769499e5deab6f045b4e4ed2b76 Mon Sep 17 00:00:00 2001
From: prototaxites <jimdownie@fastmail.org>
Date: Tue, 30 Sep 2025 09:56:29 +0000
Subject: [PATCH 188/288] feat: post-release version bump

---
 .nf-core.yml              |  2 +-
 assets/multiqc_config.yml |  4 ++--
 nextflow.config           |  2 +-
 ro-crate-metadata.json    | 46 +++++++++++++++++++--------------------
 4 files changed, 27 insertions(+), 27 deletions(-)

diff --git a/.nf-core.yml b/.nf-core.yml
index 910587414..6ff37838c 100644
--- a/.nf-core.yml
+++ b/.nf-core.yml
@@ -17,4 +17,4 @@ template:
   name: mag
   org: nf-core
   outdir: .
-  version: 5.0.0
+  version: 5.1.0dev
diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index 633d2b311..bf86e4688 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -1,7 +1,7 @@
 report_comment: >
-  This report has been generated by the <a href="https://github.com/nf-core/mag/releases/tag/5.0.0"
+  This report has been generated by the <a href="https://github.com/nf-core/mag/tree/dev"
   target="_blank">nf-core/mag</a> analysis pipeline. For information about how to
-  interpret these results, please see the <a href="https://nf-co.re/mag/5.0.0/docs/output"
+  interpret these results, please see the <a href="https://nf-co.re/mag/dev/docs/output"
   target="_blank">documentation</a>.
 report_section_order:
   "nf-core-mag-methods-description":
diff --git a/nextflow.config b/nextflow.config
index 3da1b9701..1c53cf327 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -507,7 +507,7 @@ manifest {
     mainScript      = 'main.nf'
     defaultBranch   = 'main'
     nextflowVersion = '!>=25.04.2'
-    version         = '5.0.0'
+    version         = '5.1.0dev'
     doi             = '10.1093/nargab/lqac007'
 }
 
diff --git a/ro-crate-metadata.json b/ro-crate-metadata.json
index a8b9ca988..2656f8a88 100644
--- a/ro-crate-metadata.json
+++ b/ro-crate-metadata.json
@@ -21,8 +21,8 @@
         {
             "@id": "./",
             "@type": "Dataset",
-            "creativeWorkStatus": "Stable",
-            "datePublished": "2025-09-17T08:48:52+00:00",
+            "creativeWorkStatus": "InProgress",
+            "datePublished": "2025-09-30T09:50:52+00:00",
             "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.3.2-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.3.2)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), and/or with [CONCOCT](https://github.com/BinPro/CONCOCT), and checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/).\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>\n```\n\nor\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [@willros](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
             "hasPart": [
                 {
@@ -105,7 +105,7 @@
             },
             "mentions": [
                 {
-                    "@id": "#b06efbe1-9bdb-4787-a085-2fba15ff6830"
+                    "@id": "#2d10742d-42ff-4169-bfac-ba00155ca953"
                 }
             ],
             "name": "nf-core/mag"
@@ -134,16 +134,16 @@
             ],
             "creator": [
                 {
-                    "@id": "https://orcid.org/0000-0001-9807-1082"
+                    "@id": "https://orcid.org/0000-0003-0603-7907"
                 },
                 {
-                    "@id": "https://orcid.org/0000-0003-0603-7907"
+                    "@id": "#jfy133@gmail.com"
                 },
                 {
                     "@id": "#68351153+CarsonJM@users.noreply.github.com"
                 },
                 {
-                    "@id": "#jfy133@gmail.com"
+                    "@id": "https://orcid.org/0000-0001-9807-1082"
                 },
                 {
                     "@id": "#jfy133@gmail.com"
@@ -153,7 +153,7 @@
                 }
             ],
             "dateCreated": "",
-            "dateModified": "2025-09-17T10:48:52Z",
+            "dateModified": "2025-09-30T09:50:52Z",
             "dct:conformsTo": "https://bioschemas.org/profiles/ComputationalWorkflow/1.0-RELEASE/",
             "keywords": [
                 "nf-core",
@@ -172,10 +172,10 @@
             ],
             "maintainer": [
                 {
-                    "@id": "https://orcid.org/0000-0001-9807-1082"
+                    "@id": "https://orcid.org/0000-0003-0603-7907"
                 },
                 {
-                    "@id": "https://orcid.org/0000-0003-0603-7907"
+                    "@id": "https://orcid.org/0000-0001-9807-1082"
                 },
                 {
                     "@id": "#jfy133@gmail.com"
@@ -195,10 +195,10 @@
             },
             "url": [
                 "https://github.com/nf-core/mag",
-                "https://nf-co.re/mag/5.0.0/"
+                "https://nf-co.re/mag/dev/"
             ],
             "version": [
-                "5.0.0"
+                "5.1.0dev"
             ]
         },
         {
@@ -214,11 +214,11 @@
             "version": "!>=25.04.2"
         },
         {
-            "@id": "#b06efbe1-9bdb-4787-a085-2fba15ff6830",
+            "@id": "#2d10742d-42ff-4169-bfac-ba00155ca953",
             "@type": "TestSuite",
             "instance": [
                 {
-                    "@id": "#6b813cf7-1d5b-4c6e-abaa-44d5c747248d"
+                    "@id": "#c8d6b813-64d9-4f79-b69c-9ce7de7b062c"
                 }
             ],
             "mainEntity": {
@@ -227,7 +227,7 @@
             "name": "Test suite for nf-core/mag"
         },
         {
-            "@id": "#6b813cf7-1d5b-4c6e-abaa-44d5c747248d",
+            "@id": "#c8d6b813-64d9-4f79-b69c-9ce7de7b062c",
             "@type": "TestInstance",
             "name": "GitHub Actions workflow for testing nf-core/mag",
             "resource": "repos/nf-core/mag/actions/workflows/nf-test.yml",
@@ -365,18 +365,18 @@
             "name": "nf-core",
             "url": "https://nf-co.re/"
         },
-        {
-            "@id": "https://orcid.org/0000-0001-9807-1082",
-            "@type": "Person",
-            "email": "gourlehadrien@gmail.com",
-            "name": "Hadrien Gourl\u00e9"
-        },
         {
             "@id": "https://orcid.org/0000-0003-0603-7907",
             "@type": "Person",
             "email": "sabrina.krakau.qbic@gmail.com",
             "name": "Sabrina Krakau"
         },
+        {
+            "@id": "#jfy133@gmail.com",
+            "@type": "Person",
+            "email": "jfy133@gmail.com",
+            "name": "James A. Fellows Yates"
+        },
         {
             "@id": "#68351153+CarsonJM@users.noreply.github.com",
             "@type": "Person",
@@ -384,10 +384,10 @@
             "name": "Carson J Miller"
         },
         {
-            "@id": "#jfy133@gmail.com",
+            "@id": "https://orcid.org/0000-0001-9807-1082",
             "@type": "Person",
-            "email": "jfy133@gmail.com",
-            "name": "James A. Fellows Yates"
+            "email": "gourlehadrien@gmail.com",
+            "name": "Hadrien Gourl\u00e9"
         },
         {
             "@id": "#42973691+d4straub@users.noreply.github.com",

From c88532b3675837a21c0b1627b33472282392c93a Mon Sep 17 00:00:00 2001
From: prototaxites <jimdownie@fastmail.org>
Date: Tue, 30 Sep 2025 10:05:35 +0000
Subject: [PATCH 189/288] fix: bump pipeline version in all snapshots

---
 tests/default.nf.test.snap                        | 2 +-
 tests/test_alternatives.nf.test.snap              | 2 +-
 tests/test_assembly_input.nf.test.snap            | 2 +-
 tests/test_hybrid.nf.test.snap                    | 2 +-
 tests/test_longreadonly.nf.test.snap              | 2 +-
 tests/test_longreadonly_alternatives.nf.test.snap | 2 +-
 tests/test_minimal.nf.test.snap                   | 2 +-
 tests/test_single_end.nf.test.snap                | 2 +-
 8 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index 670e86a6f..34fc71b5a 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -135,7 +135,7 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.0.0"
+                    "nf-core/mag": "v5.1.0dev"
                 }
             }
         ],
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index 6b352c78a..d5679ea6b 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -97,7 +97,7 @@
                     "trimmomatic": 0.39
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.0.0"
+                    "nf-core/mag": "v5.1.0dev"
                 },
                 "r-base": "4.1.3",
                 "r-tidyverse": "1.3.1"
diff --git a/tests/test_assembly_input.nf.test.snap b/tests/test_assembly_input.nf.test.snap
index 13e1f90a7..195f0fe8f 100644
--- a/tests/test_assembly_input.nf.test.snap
+++ b/tests/test_assembly_input.nf.test.snap
@@ -106,7 +106,7 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.0.0"
+                    "nf-core/mag": "v5.1.0dev"
                 }
             }
         ],
diff --git a/tests/test_hybrid.nf.test.snap b/tests/test_hybrid.nf.test.snap
index 9ae2365cc..e86acb32e 100644
--- a/tests/test_hybrid.nf.test.snap
+++ b/tests/test_hybrid.nf.test.snap
@@ -135,7 +135,7 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.0.0"
+                    "nf-core/mag": "v5.1.0dev"
                 }
             }
         ],
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index a8f82acb5..1f91e9a6b 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -116,7 +116,7 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.0.0"
+                    "nf-core/mag": "v5.1.0dev"
                 }
             }
         ],
diff --git a/tests/test_longreadonly_alternatives.nf.test.snap b/tests/test_longreadonly_alternatives.nf.test.snap
index c4650f2ac..a98c83ea1 100644
--- a/tests/test_longreadonly_alternatives.nf.test.snap
+++ b/tests/test_longreadonly_alternatives.nf.test.snap
@@ -79,7 +79,7 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.0.0"
+                    "nf-core/mag": "v5.1.0dev"
                 }
             }
         ],
diff --git a/tests/test_minimal.nf.test.snap b/tests/test_minimal.nf.test.snap
index 79d5e6af1..c6c3c23a8 100644
--- a/tests/test_minimal.nf.test.snap
+++ b/tests/test_minimal.nf.test.snap
@@ -41,7 +41,7 @@
                     "fastqc": "0.12.1"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.0.0"
+                    "nf-core/mag": "v5.1.0dev"
                 }
             }
         ],
diff --git a/tests/test_single_end.nf.test.snap b/tests/test_single_end.nf.test.snap
index 2077a06ca..ab3d2a9f5 100644
--- a/tests/test_single_end.nf.test.snap
+++ b/tests/test_single_end.nf.test.snap
@@ -168,7 +168,7 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.0.0"
+                    "nf-core/mag": "v5.1.0dev"
                 }
             }
         ],

From b324244b747e56f1695ad6433847e64044e52c21 Mon Sep 17 00:00:00 2001
From: Jim Downie <19718667+prototaxites@users.noreply.github.com>
Date: Tue, 30 Sep 2025 11:13:46 +0100
Subject: [PATCH 190/288] Apply suggestions from code review

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 docs/usage.md | 14 ++++++++------
 1 file changed, 8 insertions(+), 6 deletions(-)

diff --git a/docs/usage.md b/docs/usage.md
index fa8a00e0f..d81d1840e 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -420,12 +420,14 @@ nf-core/mag integrates an additional subworkflow to validate ancient DNA _de nov
 ## A note on coverage estimation
 
 In order to run the binning tools included in the pipeline, MAG must first align reads back to the assemblies, and estimate the coverage of each contig.
-During the coverage estimation step, these alignments are by default filtered to retain alignments that have a percentage identity of 97% (i.e., of
-the base pairs that match between the read and the contig, 97% are identical). This value is a good default for short read Illumina data, however for
-certain long read technologies, the error rates in the reads can be much higher. For example, older Oxford Nanopore chemistries can have error rates approaching
-15% - 20%. If you are having trouble with the coverage estimation steps (for example, the output depths for each bin are all at or near zero), it may be worth
-manually adjusting this parameter, if it is appropriate for your data. You can do this by adjusting the `longread_percentidentity` and `shortread_percentidentity`
-parameters for long reads and short reads, respectively - for older ONT data, you may wish to look at values of around 85% to improve coverage estimation.
+
+During the coverage estimation step, these alignments are by default filtered to retain alignments that have a percentage identity of 97% (i.e., of the base pairs that match between the read and the contig, 97% are identical). This value is a good default for short read Illumina data, however for certain long read technologies, the error rates in the reads can be much higher.
+For example, older Oxford Nanopore chemistries can have error rates approaching
+15% - 20%.
+
+If you are having trouble with the coverage estimation steps (for example, the output depths for each bin are all at or near zero), it may be worth manually adjusting this parameter, if it is appropriate for your data.
+You can do this by adjusting the `--longread_percentidentity` and `--shortread_percentidentity` parameters for long reads and short reads, respectively.
+For older ONT data, you may wish to look at values of around 85% to improve coverage estimation.
 
 ## A note on bin refinement
 

From a09c1143f6880e275731f1d3cd8cce896da5279b Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 6 Oct 2025 15:22:15 -0700
Subject: [PATCH 191/288] added TODOs so i don't forget any

---
 bin/combine_tables.py             | 7 ++++---
 modules/local/bin_summary/main.nf | 1 +
 nextflow.config                   | 1 +
 nextflow_schema.json              | 1 +
 subworkflows/local/bin_qc/main.nf | 5 +++++
 subworkflows/local/gtdbtk/main.nf | 3 ++-
 workflows/mag.nf                  | 6 ++++--
 7 files changed, 18 insertions(+), 6 deletions(-)

diff --git a/bin/combine_tables.py b/bin/combine_tables.py
index 2cff1f854..a82362d2c 100755
--- a/bin/combine_tables.py
+++ b/bin/combine_tables.py
@@ -19,6 +19,7 @@ def parse_args(args=None):
         metavar="FILE",
         help="Bin depths summary file.",
     )
+    # TODO update for multiple binQC tools
     parser.add_argument("-b", "--binqc_summary", metavar="FILE", help="BUSCO summary file.")
     parser.add_argument("-q", "--quast_summary", metavar="FILE", help="QUAST BINS summary file.")
     parser.add_argument("-g", "--gtdbtk_summary", metavar="FILE", help="GTDB-Tk summary file.")
@@ -108,7 +109,7 @@ def main(args=None):
     results = pd.read_csv(args.depths_summary, sep="\t")
     results.columns = ["Depth " + str(col) if col != "bin" else col for col in results.columns]
     bins = results["bin"].sort_values().reset_index(drop=True)
-
+    # TODO update for multiple binQC tools
     if args.binqc_summary and args.binqc_tool == "busco":
         busco_results = pd.read_csv(args.binqc_summary, sep="\t")
         busco_bins = set(busco_results["Input_file"])
@@ -120,7 +121,7 @@ def main(args=None):
         results = pd.merge(
             results, busco_results, left_on="bin", right_on="Input_file", how="outer"
         )  # assuming depths for all bins are given
-
+    # TODO update for multiple binQC tools
     if args.binqc_summary and args.binqc_tool == "checkm":
         use_columns = [
             "Bin Id",
@@ -149,7 +150,7 @@ def main(args=None):
             results, checkm_results, left_on="bin", right_on="Bin Id", how="outer"
         )  # assuming depths for all bins are given
         results["Bin Id"] = results["Bin Id"].str.removesuffix(".fa")
-
+    # TODO update for multiple binQC tools
     if args.binqc_summary and args.binqc_tool == "checkm2":
         use_columns = [
             "Name",
diff --git a/modules/local/bin_summary/main.nf b/modules/local/bin_summary/main.nf
index 8c2f8e08c..5f2caee19 100644
--- a/modules/local/bin_summary/main.nf
+++ b/modules/local/bin_summary/main.nf
@@ -22,6 +22,7 @@ process BIN_SUMMARY {
     def quast_summary  = quast_sum.sort().size() > 0 ? "--quast_summary ${quast_sum}" : ""
     def gtdbtk_summary = gtdbtk_sum.sort().size() > 0 ? "--gtdbtk_summary ${gtdbtk_sum}" : ""
     def cat_summary    = cat_sum.sort().size() > 0 ? "--cat_summary ${cat_sum}" : ""
+    // TODO update --binqc_tool to support multiple tools
     """
     combine_tables.py \
         --depths_summary ${bin_depths} \
diff --git a/nextflow.config b/nextflow.config
index 1c53cf327..97c472ae4 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -143,6 +143,7 @@ params {
 
     // Bin QC
     skip_binqc                           = false
+    // TODO change to "enable_busco", etc
     binqc_tool                           = 'busco'
     binqc_tool_extras                    = null          // list [busco, checkm, checkm2]
     busco_db                             = null
diff --git a/nextflow_schema.json b/nextflow_schema.json
index baaf8ca57..6ddf9f76a 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -859,6 +859,7 @@
                     "type": "boolean",
                     "description": "Disable bin QC with BUSCO, CheckM or CheckM2."
                 },
+                // TODO update this to new 'enable_{tool}'
                 "binqc_tool": {
                     "type": "string",
                     "default": "busco",
diff --git a/subworkflows/local/bin_qc/main.nf b/subworkflows/local/bin_qc/main.nf
index e66009eab..40d5fac42 100644
--- a/subworkflows/local/bin_qc/main.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -7,6 +7,7 @@ include { CHECKM2_DATABASEDOWNLOAD         } from '../../../modules/nf-core/chec
 include { CHECKM_QA                        } from '../../../modules/nf-core/checkm/qa/main'
 include { CHECKM_LINEAGEWF                 } from '../../../modules/nf-core/checkm/lineagewf/main'
 include { CHECKM2_PREDICT                  } from '../../../modules/nf-core/checkm2/predict/main'
+// TODO reimport for each tool
 include { CSVTK_CONCAT as CONCAT_BINQC_TSV } from '../../../modules/nf-core/csvtk/concat/main'
 include { GUNC_DOWNLOADDB                  } from '../../../modules/nf-core/gunc/downloaddb/main'
 include { GUNC_RUN                         } from '../../../modules/nf-core/gunc/run/main'
@@ -79,6 +80,7 @@ workflow BIN_QC {
      * Run QC tools
     ================================
      */
+     // TODO update
     if (params.binqc_tool == "busco" || "busco" in binqc_tool_extras) {
         /*
          * BUSCO
@@ -108,6 +110,7 @@ workflow BIN_QC {
             BUSCO_BUSCO.out.short_summaries_txt.map { it[1] }.flatten()
         )
     }
+     // TODO update
     if (params.binqc_tool == "checkm" || "checkm" in binqc_tool_extras) {
         /*
          * CheckM
@@ -141,6 +144,7 @@ workflow BIN_QC {
             CHECKM_QA.out.output.map { it[1] }.flatten()
         )
     }
+     // TODO update
     if (params.binqc_tool == "checkm2" || "checkm2" in binqc_tool_extras) {
         /*
          * CheckM2
@@ -206,6 +210,7 @@ workflow BIN_QC {
     ch_qc_summary = CONCAT_BINQC_TSV.out.csv.map { _meta, summary -> summary }
 
     emit:
+     // TODO update to emit all tools or empty 
     qc_summary    = ch_qc_summary
     multiqc_files = ch_multiqc_files
     versions      = ch_versions
diff --git a/subworkflows/local/gtdbtk/main.nf b/subworkflows/local/gtdbtk/main.nf
index 074b533fc..d4b7bbc0a 100644
--- a/subworkflows/local/gtdbtk/main.nf
+++ b/subworkflows/local/gtdbtk/main.nf
@@ -8,6 +8,7 @@ include { GTDBTK_DB_PREPARATION } from '../../../modules/local/gtdbtk_db_prepara
 include { GTDBTK_SUMMARY        } from '../../../modules/local/gtdbtk_summary/main'
 
 workflow GTDBTK {
+    // TODO update to take the different bin summaries?
     take:
     ch_bins           // channel: [ val(meta), [bins] ]
     ch_bin_qc_summary // channel: path
@@ -35,7 +36,7 @@ workflow GTDBTK {
             }
             row
         }
-
+    // TODO if ch_{}_tsv is not empty, filter it, then union of all
     // Filter bins based on collected metrics: completeness, contamination
     ch_filtered_bins = ch_bins
         .transpose()
diff --git a/workflows/mag.nf b/workflows/mag.nf
index 7ecec653f..5bb428959 100644
--- a/workflows/mag.nf
+++ b/workflows/mag.nf
@@ -386,6 +386,7 @@ workflow MAG {
         if (!params.skip_binqc) {
             BIN_QC(ch_input_for_postbinning)
             ch_versions = ch_versions.mix(BIN_QC.out.versions)
+             // TODO update
             ch_bin_qc_summary = BIN_QC.out.qc_summary
         }
 
@@ -437,6 +438,7 @@ workflow MAG {
 
                 GTDBTK(
                     ch_gtdb_bins,
+                     // TODO update
                     ch_bin_qc_summary,
                     gtdb,
                 )
@@ -447,7 +449,7 @@ workflow MAG {
         else {
             ch_gtdbtk_summary = Channel.empty()
         }
-
+         // TODO update
         if ((!params.skip_binqc) || !params.skip_quast || !params.skip_gtdbtk) {
             BIN_SUMMARY(
                 ch_input_for_binsummary,
@@ -564,7 +566,7 @@ workflow MAG {
     if (!params.skip_binning && !params.skip_prokka) {
         ch_multiqc_files = ch_multiqc_files.mix(PROKKA.out.txt.collect { it[1] }.ifEmpty([]))
     }
-
+     // TODO update to get all QC files
     if (!params.skip_binning && !params.skip_binqc) {
         ch_multiqc_files = ch_multiqc_files.mix(BIN_QC.out.multiqc_files.collect().ifEmpty([]))
     }

From f49249a1b1c8d5e80c6bf68bb847bf9d62a60711 Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 6 Oct 2025 15:29:25 -0700
Subject: [PATCH 192/288] added "enable_{tool)" for binqc

---
 nextflow_schema.json | 20 ++++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 6ddf9f76a..936fcd651 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -859,17 +859,17 @@
                     "type": "boolean",
                     "description": "Disable bin QC with BUSCO, CheckM or CheckM2."
                 },
-                // TODO update this to new 'enable_{tool}'
-                "binqc_tool": {
-                    "type": "string",
-                    "default": "busco",
-                    "description": "Specify which tool for bin quality-control validation to use.",
-                    "enum": ["busco", "checkm", "checkm2"]
+                "enable_busco": {
+                    "type": "boolean",
+                    "description": "Enable running BUSCO during bin QC."
                 },
-                "binqc_tool_extras": {
-                    "type": "string",
-                    "description": "Comma-separated list of additional bin QC tools to run. These will not be added to the bin summary. (busco,checkm,checkm2)",
-                    "pattern": "^((busco|checkm|checkm2)?,?)*(?<!,)$"
+                "enable_checkm": {
+                    "type": "boolean",
+                    "description": "Enable running CheckM during bin QC."
+                },
+                "enable_checkm2": {
+                    "type": "boolean",
+                    "description": "Enable running CheckM2 during bin QC."
                 },
                 "busco_db": {
                     "type": "string",

From fb4caeac33fb6b12369eb749f6068282a9b6fb02 Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 6 Oct 2025 15:31:35 -0700
Subject: [PATCH 193/288] added enable_{tool} parameters with enable_busco as
 true as default

---
 nextflow.config | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index 97c472ae4..579e48e81 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -143,9 +143,9 @@ params {
 
     // Bin QC
     skip_binqc                           = false
-    // TODO change to "enable_busco", etc
-    binqc_tool                           = 'busco'
-    binqc_tool_extras                    = null          // list [busco, checkm, checkm2]
+    enable_busco                         = true
+    enable_checkm                        = false
+    enable_checkm2                       = false
     busco_db                             = null
     busco_db_lineage                     = 'auto'
     save_busco_db                        = false

From 71d8e74c9b8b9f61c1e1ffa0a405f3ace59a241c Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 6 Oct 2025 15:44:46 -0700
Subject: [PATCH 194/288] updated modules and their imports

---
 conf/modules.config               | 21 ++++++++++++++++++---
 subworkflows/local/bin_qc/main.nf |  5 +++--
 2 files changed, 21 insertions(+), 5 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 1f95d27b3..9567b61f9 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -511,9 +511,24 @@ process {
             saveAs: { filename -> filename.equals('versions.yml') ? null : filename },
         ]
     }
-
-    withName: CONCAT_BINQC_TSV {
-        ext.prefix = { "${params.binqc_tool}_summary" }
+    withName: CONCAT_BUSCO_TSV {
+        ext.prefix = { "busco_summary" }
+        publishDir = [
+            path: { "${params.outdir}/GenomeBinning/QC" },
+            mode: params.publish_dir_mode,
+            saveAs: { filename -> filename.equals('versions.yml') ? null : filename },
+        ]
+    }
+    withName: CONCAT_CHECKM_TSV {
+        ext.prefix = { "checkm_summary" }
+        publishDir = [
+            path: { "${params.outdir}/GenomeBinning/QC" },
+            mode: params.publish_dir_mode,
+            saveAs: { filename -> filename.equals('versions.yml') ? null : filename },
+        ]
+    }
+    withName: CONCAT_CHECKM2_TSV {
+        ext.prefix = { "checkm2_summary" }
         publishDir = [
             path: { "${params.outdir}/GenomeBinning/QC" },
             mode: params.publish_dir_mode,
diff --git a/subworkflows/local/bin_qc/main.nf b/subworkflows/local/bin_qc/main.nf
index 40d5fac42..870553689 100644
--- a/subworkflows/local/bin_qc/main.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -7,8 +7,9 @@ include { CHECKM2_DATABASEDOWNLOAD         } from '../../../modules/nf-core/chec
 include { CHECKM_QA                        } from '../../../modules/nf-core/checkm/qa/main'
 include { CHECKM_LINEAGEWF                 } from '../../../modules/nf-core/checkm/lineagewf/main'
 include { CHECKM2_PREDICT                  } from '../../../modules/nf-core/checkm2/predict/main'
-// TODO reimport for each tool
-include { CSVTK_CONCAT as CONCAT_BINQC_TSV } from '../../../modules/nf-core/csvtk/concat/main'
+include { CSVTK_CONCAT as CONCAT_BUSCO_TSV } from '../../modules/nf-core/csvtk/concat/main'
+include { CSVTK_CONCAT as CONCAT_CHECKM_TSV } from '../../modules/nf-core/csvtk/concat/main'
+include { CSVTK_CONCAT as CONCAT_CHECKM2_TSV } from '../../modules/nf-core/csvtk/concat/main'
 include { GUNC_DOWNLOADDB                  } from '../../../modules/nf-core/gunc/downloaddb/main'
 include { GUNC_RUN                         } from '../../../modules/nf-core/gunc/run/main'
 include { GUNC_MERGECHECKM                 } from '../../../modules/nf-core/gunc/mergecheckm/main'

From 554b595ed4965a437631b2bbf38bf34bb66fab8f Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 6 Oct 2025 16:02:30 -0700
Subject: [PATCH 195/288] fixed relative import

---
 subworkflows/local/bin_qc/main.nf | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/subworkflows/local/bin_qc/main.nf b/subworkflows/local/bin_qc/main.nf
index 870553689..f7e3c6ff2 100644
--- a/subworkflows/local/bin_qc/main.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -7,9 +7,9 @@ include { CHECKM2_DATABASEDOWNLOAD         } from '../../../modules/nf-core/chec
 include { CHECKM_QA                        } from '../../../modules/nf-core/checkm/qa/main'
 include { CHECKM_LINEAGEWF                 } from '../../../modules/nf-core/checkm/lineagewf/main'
 include { CHECKM2_PREDICT                  } from '../../../modules/nf-core/checkm2/predict/main'
-include { CSVTK_CONCAT as CONCAT_BUSCO_TSV } from '../../modules/nf-core/csvtk/concat/main'
-include { CSVTK_CONCAT as CONCAT_CHECKM_TSV } from '../../modules/nf-core/csvtk/concat/main'
-include { CSVTK_CONCAT as CONCAT_CHECKM2_TSV } from '../../modules/nf-core/csvtk/concat/main'
+include { CSVTK_CONCAT as CONCAT_BUSCO_TSV } from '../../../modules/nf-core/csvtk/concat/main'
+include { CSVTK_CONCAT as CONCAT_CHECKM_TSV } from '../../../modules/nf-core/csvtk/concat/main'
+include { CSVTK_CONCAT as CONCAT_CHECKM2_TSV } from '../../../modules/nf-core/csvtk/concat/main'
 include { GUNC_DOWNLOADDB                  } from '../../../modules/nf-core/gunc/downloaddb/main'
 include { GUNC_RUN                         } from '../../../modules/nf-core/gunc/run/main'
 include { GUNC_MERGECHECKM                 } from '../../../modules/nf-core/gunc/mergecheckm/main'

From 60b45a8a8660e4c09a2fceeffd549f6f5126134c Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 6 Oct 2025 16:03:37 -0700
Subject: [PATCH 196/288] changed main variables

---
 subworkflows/local/bin_qc/main.nf | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/subworkflows/local/bin_qc/main.nf b/subworkflows/local/bin_qc/main.nf
index f7e3c6ff2..bbab5e388 100644
--- a/subworkflows/local/bin_qc/main.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -22,11 +22,10 @@ workflow BIN_QC {
     ch_bins // [ [ meta] , fasta ], input bins (mandatory)
 
     main:
-    ch_qc_summary = []
+    ch_qc_summaries = []
     ch_input_bins_for_qc = ch_bins.transpose()
     ch_versions = Channel.empty()
     ch_multiqc_files = Channel.empty()
-    binqc_tool_extras = params.binqc_tool_extras ? params.binqc_tool_extras.split(',') : []
 
 
     /*

From f72f07532cecde6b78c3b9b8c8195f2872696a3f Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 6 Oct 2025 16:06:06 -0700
Subject: [PATCH 197/288] support for checkm

---
 subworkflows/local/bin_qc/main.nf | 18 +++++++++++-------
 1 file changed, 11 insertions(+), 7 deletions(-)

diff --git a/subworkflows/local/bin_qc/main.nf b/subworkflows/local/bin_qc/main.nf
index bbab5e388..6b4f5d221 100644
--- a/subworkflows/local/bin_qc/main.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -44,7 +44,7 @@ workflow BIN_QC {
     if (params.checkm_db) {
         ch_checkm_db = file(params.checkm_db, checkIfExists: true)
     }
-    else if (params.binqc_tool == 'checkm' || "checkm" in binqc_tool_extras) {
+    else if (params.enable_checkm) {
         ch_checkm_db = [[id: 'checkm_db'], file(params.checkm_download_url, checkIfExists: true)]
 
         CHECKM_UNTAR(ch_checkm_db)
@@ -111,7 +111,7 @@ workflow BIN_QC {
         )
     }
      // TODO update
-    if (params.binqc_tool == "checkm" || "checkm" in binqc_tool_extras) {
+    if (params.enable_checkm) {
         /*
          * CheckM
          */
@@ -137,7 +137,7 @@ workflow BIN_QC {
         CHECKM_QA(ch_checkmqa_input, [])
         ch_versions = ch_versions.mix(CHECKM_QA.out.versions)
 
-        ch_qc_summaries = CHECKM_QA.out.output
+        ch_checkm_summaries = CHECKM_QA.out.output
             .map { _meta, summary -> [[id: 'checkm'], summary] }
             .groupTuple()
         ch_multiqc_files = ch_multiqc_files.mix(
@@ -204,14 +204,18 @@ workflow BIN_QC {
         }
     }
     // Combine QC summaries (same process for all tools)
-    CONCAT_BINQC_TSV(ch_qc_summaries, 'tsv', 'tsv')
-    ch_versions = ch_versions.mix(CONCAT_BINQC_TSV.out.versions)
+    // TODO add ifs for each tool here
+    if (params.enable_checkm) {
+        CONCAT_CHECKM_TSV(ch_checkm_summaries, 'tsv', 'tsv')
+        ch_versions = ch_versions.mix(CONCAT_CHECKM_TSV.out.versions)
+        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_CHECKM_TSV.out.csv.map{ _meta, summary -> summary })
+    }
 
-    ch_qc_summary = CONCAT_BINQC_TSV.out.csv.map { _meta, summary -> summary }
+    
 
     emit:
      // TODO update to emit all tools or empty 
-    qc_summary    = ch_qc_summary
+    qc_summaries    = ch_qc_summaries
     multiqc_files = ch_multiqc_files
     versions      = ch_versions
 }

From 6dd30fff8d6202e0dbf12e1a441cabe6542afe9c Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 6 Oct 2025 16:07:52 -0700
Subject: [PATCH 198/288] support for checkm2

---
 subworkflows/local/bin_qc/main.nf | 11 ++++++++---
 1 file changed, 8 insertions(+), 3 deletions(-)

diff --git a/subworkflows/local/bin_qc/main.nf b/subworkflows/local/bin_qc/main.nf
index 6b4f5d221..ad7eca2ad 100644
--- a/subworkflows/local/bin_qc/main.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -59,7 +59,7 @@ workflow BIN_QC {
     if (params.checkm2_db) {
         ch_checkm2_db = [[:], file(params.checkm2_db, checkIfExists: true)]
     }
-    else if (params.binqc_tool == 'checkm2' || "checkm2" in binqc_tool_extras) {
+    else if (params.enable_checkm2) {
         CHECKM2_DATABASEDOWNLOAD(params.checkm2_db_version)
         ch_versions = ch_versions.mix(CHECKM2_DATABASEDOWNLOAD.out.versions)
         ch_checkm2_db = CHECKM2_DATABASEDOWNLOAD.out.database
@@ -145,14 +145,14 @@ workflow BIN_QC {
         )
     }
      // TODO update
-    if (params.binqc_tool == "checkm2" || "checkm2" in binqc_tool_extras) {
+    if (params.enable_checkm2) {
         /*
          * CheckM2
          */
         CHECKM2_PREDICT(ch_input_bins_for_qc.groupTuple(), ch_checkm2_db)
         ch_versions = ch_versions.mix(CHECKM2_PREDICT.out.versions)
 
-        ch_qc_summaries = CHECKM2_PREDICT.out.checkm2_tsv
+        ch_checkm2_summaries = CHECKM2_PREDICT.out.checkm2_tsv
             .map { _meta, summary -> [[id: 'checkm2'], summary] }
             .groupTuple()
         ch_multiqc_files = ch_multiqc_files.mix(
@@ -210,6 +210,11 @@ workflow BIN_QC {
         ch_versions = ch_versions.mix(CONCAT_CHECKM_TSV.out.versions)
         ch_qc_summaries = ch_qc_summaries.mix(CONCAT_CHECKM_TSV.out.csv.map{ _meta, summary -> summary })
     }
+    if (params.enable_checkm2) {
+        CONCAT_CHECKM2_TSV(ch_checkm2_summaries, 'tsv', 'tsv')
+        ch_versions = ch_versions.mix(CONCAT_CHECKM2_TSV.out.versions)
+        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_CHECKM2_TSV.out.csv.map{ _meta, summary -> summary })
+    }
 
     
 

From c01cdba6d8110d8c4f9f73f82c37bd9656e83dcc Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 6 Oct 2025 16:08:30 -0700
Subject: [PATCH 199/288] hotfix for checkm support

---
 subworkflows/local/bin_qc/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/subworkflows/local/bin_qc/main.nf b/subworkflows/local/bin_qc/main.nf
index ad7eca2ad..d5bd55ee0 100644
--- a/subworkflows/local/bin_qc/main.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -187,7 +187,7 @@ workflow BIN_QC {
                 keepHeader: true,
                 storeDir: "${params.outdir}/GenomeBinning/QC/",
             )
-        if (params.binqc_tool == 'checkm' || "checkm" in binqc_tool_extras) {
+        if (params.enable_checkm) {
             ch_input_to_mergecheckm = GUNC_RUN.out.maxcss_level_tsv.combine(CHECKM_QA.out.output, by: 0)
 
             GUNC_MERGECHECKM(ch_input_to_mergecheckm)

From 3c9b6a3539004179fe8c9a904c10846e3a5cba9a Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 6 Oct 2025 16:10:57 -0700
Subject: [PATCH 200/288] busco support

---
 subworkflows/local/bin_qc/main.nf | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/subworkflows/local/bin_qc/main.nf b/subworkflows/local/bin_qc/main.nf
index d5bd55ee0..845e22fd8 100644
--- a/subworkflows/local/bin_qc/main.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -81,7 +81,7 @@ workflow BIN_QC {
     ================================
      */
      // TODO update
-    if (params.binqc_tool == "busco" || "busco" in binqc_tool_extras) {
+    if (params.enable_busco) {
         /*
          * BUSCO
          */
@@ -103,7 +103,7 @@ workflow BIN_QC {
         BUSCO_BUSCO(ch_bins, 'genome', params.busco_db_lineage, ch_busco_db, [], params.busco_clean)
         ch_versions = ch_versions.mix(BUSCO_BUSCO.out.versions)
 
-        ch_qc_summaries = BUSCO_BUSCO.out.batch_summary
+        ch_busco_summaries = BUSCO_BUSCO.out.batch_summary
             .map { _meta, summary -> [[id: 'busco'], summary] }
             .groupTuple()
         ch_multiqc_files = ch_multiqc_files.mix(
@@ -205,6 +205,11 @@ workflow BIN_QC {
     }
     // Combine QC summaries (same process for all tools)
     // TODO add ifs for each tool here
+    if (params.enable_busco) {
+        CONCAT_BUSCO_TSV(ch_busco_summaries, 'tsv', 'tsv')
+        ch_versions = ch_versions.mix(CONCAT_BUSCO_TSV.out.versions)
+        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_BUSCO_TSV.out.csv.map{ _meta, summary -> summary })
+    }
     if (params.enable_checkm) {
         CONCAT_CHECKM_TSV(ch_checkm_summaries, 'tsv', 'tsv')
         ch_versions = ch_versions.mix(CONCAT_CHECKM_TSV.out.versions)

From 9222c6d31223f6e5b79a71dfc6e4808a3c401906 Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 6 Oct 2025 16:14:39 -0700
Subject: [PATCH 201/288] remove TODOs

---
 subworkflows/local/bin_qc/main.nf | 5 -----
 1 file changed, 5 deletions(-)

diff --git a/subworkflows/local/bin_qc/main.nf b/subworkflows/local/bin_qc/main.nf
index 845e22fd8..2a44205c6 100644
--- a/subworkflows/local/bin_qc/main.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -80,7 +80,6 @@ workflow BIN_QC {
      * Run QC tools
     ================================
      */
-     // TODO update
     if (params.enable_busco) {
         /*
          * BUSCO
@@ -110,7 +109,6 @@ workflow BIN_QC {
             BUSCO_BUSCO.out.short_summaries_txt.map { it[1] }.flatten()
         )
     }
-     // TODO update
     if (params.enable_checkm) {
         /*
          * CheckM
@@ -144,7 +142,6 @@ workflow BIN_QC {
             CHECKM_QA.out.output.map { it[1] }.flatten()
         )
     }
-     // TODO update
     if (params.enable_checkm2) {
         /*
          * CheckM2
@@ -204,7 +201,6 @@ workflow BIN_QC {
         }
     }
     // Combine QC summaries (same process for all tools)
-    // TODO add ifs for each tool here
     if (params.enable_busco) {
         CONCAT_BUSCO_TSV(ch_busco_summaries, 'tsv', 'tsv')
         ch_versions = ch_versions.mix(CONCAT_BUSCO_TSV.out.versions)
@@ -224,7 +220,6 @@ workflow BIN_QC {
     
 
     emit:
-     // TODO update to emit all tools or empty 
     qc_summaries    = ch_qc_summaries
     multiqc_files = ch_multiqc_files
     versions      = ch_versions

From f9d95b972111fc8915c52e003f6022c4f993761b Mon Sep 17 00:00:00 2001
From: Greg <harper357@gmail.com>
Date: Mon, 6 Oct 2025 17:06:04 -0700
Subject: [PATCH 202/288] updated TODO and changed to qc_summaries

---
 workflows/mag.nf | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/workflows/mag.nf b/workflows/mag.nf
index 5bb428959..a2d6bde43 100644
--- a/workflows/mag.nf
+++ b/workflows/mag.nf
@@ -386,8 +386,8 @@ workflow MAG {
         if (!params.skip_binqc) {
             BIN_QC(ch_input_for_postbinning)
             ch_versions = ch_versions.mix(BIN_QC.out.versions)
-             // TODO update
-            ch_bin_qc_summary = BIN_QC.out.qc_summary
+             // TODO update, probably needed to update. Just remember this is now a list
+            ch_bin_qc_summary = BIN_QC.out.qc_summaries
         }
 
         ch_quast_bins_summary = Channel.empty()

From 2bd856efccb8e6bcfc79dd3ffa4a3a1aa9850ef5 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 14 Oct 2025 12:17:28 +0200
Subject: [PATCH 203/288] Rename bin QC tool parameters for consistency with
 other parameters

---
 nextflow.config                   |  6 ++--
 nextflow_schema.json              |  6 ++--
 subworkflows/local/bin_qc/main.nf | 52 +++++++++++++++----------------
 3 files changed, 31 insertions(+), 33 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index 579e48e81..7a5dba6fc 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -143,9 +143,9 @@ params {
 
     // Bin QC
     skip_binqc                           = false
-    enable_busco                         = true
-    enable_checkm                        = false
-    enable_checkm2                       = false
+    run_busco                            = true
+    run_checkm                           = false
+    run_checkm2                          = false
     busco_db                             = null
     busco_db_lineage                     = 'auto'
     save_busco_db                        = false
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 936fcd651..7457df8ac 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -859,15 +859,15 @@
                     "type": "boolean",
                     "description": "Disable bin QC with BUSCO, CheckM or CheckM2."
                 },
-                "enable_busco": {
+                "run_busco": {
                     "type": "boolean",
                     "description": "Enable running BUSCO during bin QC."
                 },
-                "enable_checkm": {
+                "run_checkm": {
                     "type": "boolean",
                     "description": "Enable running CheckM during bin QC."
                 },
-                "enable_checkm2": {
+                "run_checkm2": {
                     "type": "boolean",
                     "description": "Enable running CheckM2 during bin QC."
                 },
diff --git a/subworkflows/local/bin_qc/main.nf b/subworkflows/local/bin_qc/main.nf
index 2a44205c6..5bf8575f6 100644
--- a/subworkflows/local/bin_qc/main.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -2,19 +2,19 @@
  * BUSCO/CheckM/CheckM2/GUNC: Quantitative measures for the assessment of genome assembly
  */
 
-include { BUSCO_BUSCO                      } from '../../../modules/nf-core/busco/busco/main'
-include { CHECKM2_DATABASEDOWNLOAD         } from '../../../modules/nf-core/checkm2/databasedownload/main'
-include { CHECKM_QA                        } from '../../../modules/nf-core/checkm/qa/main'
-include { CHECKM_LINEAGEWF                 } from '../../../modules/nf-core/checkm/lineagewf/main'
-include { CHECKM2_PREDICT                  } from '../../../modules/nf-core/checkm2/predict/main'
-include { CSVTK_CONCAT as CONCAT_BUSCO_TSV } from '../../../modules/nf-core/csvtk/concat/main'
-include { CSVTK_CONCAT as CONCAT_CHECKM_TSV } from '../../../modules/nf-core/csvtk/concat/main'
+include { BUSCO_BUSCO                        } from '../../../modules/nf-core/busco/busco/main'
+include { CHECKM2_DATABASEDOWNLOAD           } from '../../../modules/nf-core/checkm2/databasedownload/main'
+include { CHECKM_QA                          } from '../../../modules/nf-core/checkm/qa/main'
+include { CHECKM_LINEAGEWF                   } from '../../../modules/nf-core/checkm/lineagewf/main'
+include { CHECKM2_PREDICT                    } from '../../../modules/nf-core/checkm2/predict/main'
+include { CSVTK_CONCAT as CONCAT_BUSCO_TSV   } from '../../../modules/nf-core/csvtk/concat/main'
+include { CSVTK_CONCAT as CONCAT_CHECKM_TSV  } from '../../../modules/nf-core/csvtk/concat/main'
 include { CSVTK_CONCAT as CONCAT_CHECKM2_TSV } from '../../../modules/nf-core/csvtk/concat/main'
-include { GUNC_DOWNLOADDB                  } from '../../../modules/nf-core/gunc/downloaddb/main'
-include { GUNC_RUN                         } from '../../../modules/nf-core/gunc/run/main'
-include { GUNC_MERGECHECKM                 } from '../../../modules/nf-core/gunc/mergecheckm/main'
-include { UNTAR as BUSCO_UNTAR             } from '../../../modules/nf-core/untar/main'
-include { UNTAR as CHECKM_UNTAR            } from '../../../modules/nf-core/untar/main'
+include { GUNC_DOWNLOADDB                    } from '../../../modules/nf-core/gunc/downloaddb/main'
+include { GUNC_RUN                           } from '../../../modules/nf-core/gunc/run/main'
+include { GUNC_MERGECHECKM                   } from '../../../modules/nf-core/gunc/mergecheckm/main'
+include { UNTAR as BUSCO_UNTAR               } from '../../../modules/nf-core/untar/main'
+include { UNTAR as CHECKM_UNTAR              } from '../../../modules/nf-core/untar/main'
 
 
 workflow BIN_QC {
@@ -44,7 +44,7 @@ workflow BIN_QC {
     if (params.checkm_db) {
         ch_checkm_db = file(params.checkm_db, checkIfExists: true)
     }
-    else if (params.enable_checkm) {
+    else if (params.run_checkm) {
         ch_checkm_db = [[id: 'checkm_db'], file(params.checkm_download_url, checkIfExists: true)]
 
         CHECKM_UNTAR(ch_checkm_db)
@@ -59,7 +59,7 @@ workflow BIN_QC {
     if (params.checkm2_db) {
         ch_checkm2_db = [[:], file(params.checkm2_db, checkIfExists: true)]
     }
-    else if (params.enable_checkm2) {
+    else if (params.run_checkm2) {
         CHECKM2_DATABASEDOWNLOAD(params.checkm2_db_version)
         ch_versions = ch_versions.mix(CHECKM2_DATABASEDOWNLOAD.out.versions)
         ch_checkm2_db = CHECKM2_DATABASEDOWNLOAD.out.database
@@ -80,7 +80,7 @@ workflow BIN_QC {
      * Run QC tools
     ================================
      */
-    if (params.enable_busco) {
+    if (params.run_busco) {
         /*
          * BUSCO
          */
@@ -109,7 +109,7 @@ workflow BIN_QC {
             BUSCO_BUSCO.out.short_summaries_txt.map { it[1] }.flatten()
         )
     }
-    if (params.enable_checkm) {
+    if (params.run_checkm) {
         /*
          * CheckM
          */
@@ -142,7 +142,7 @@ workflow BIN_QC {
             CHECKM_QA.out.output.map { it[1] }.flatten()
         )
     }
-    if (params.enable_checkm2) {
+    if (params.run_checkm2) {
         /*
          * CheckM2
          */
@@ -184,7 +184,7 @@ workflow BIN_QC {
                 keepHeader: true,
                 storeDir: "${params.outdir}/GenomeBinning/QC/",
             )
-        if (params.enable_checkm) {
+        if (params.run_checkm) {
             ch_input_to_mergecheckm = GUNC_RUN.out.maxcss_level_tsv.combine(CHECKM_QA.out.output, by: 0)
 
             GUNC_MERGECHECKM(ch_input_to_mergecheckm)
@@ -201,26 +201,24 @@ workflow BIN_QC {
         }
     }
     // Combine QC summaries (same process for all tools)
-    if (params.enable_busco) {
+    if (params.run_busco) {
         CONCAT_BUSCO_TSV(ch_busco_summaries, 'tsv', 'tsv')
         ch_versions = ch_versions.mix(CONCAT_BUSCO_TSV.out.versions)
-        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_BUSCO_TSV.out.csv.map{ _meta, summary -> summary })
+        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_BUSCO_TSV.out.csv.map { _meta, summary -> summary })
     }
-    if (params.enable_checkm) {
+    if (params.run_checkm) {
         CONCAT_CHECKM_TSV(ch_checkm_summaries, 'tsv', 'tsv')
         ch_versions = ch_versions.mix(CONCAT_CHECKM_TSV.out.versions)
-        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_CHECKM_TSV.out.csv.map{ _meta, summary -> summary })
+        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_CHECKM_TSV.out.csv.map { _meta, summary -> summary })
     }
-    if (params.enable_checkm2) {
+    if (params.run_checkm2) {
         CONCAT_CHECKM2_TSV(ch_checkm2_summaries, 'tsv', 'tsv')
         ch_versions = ch_versions.mix(CONCAT_CHECKM2_TSV.out.versions)
-        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_CHECKM2_TSV.out.csv.map{ _meta, summary -> summary })
+        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_CHECKM2_TSV.out.csv.map { _meta, summary -> summary })
     }
 
-    
-
     emit:
-    qc_summaries    = ch_qc_summaries
+    qc_summaries  = ch_qc_summaries
     multiqc_files = ch_multiqc_files
     versions      = ch_versions
 }

From 1c84de14ee5401b4ccae3784add3ae0776f2087c Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 14 Oct 2025 15:22:35 +0200
Subject: [PATCH 204/288] Update binQC to export BUSCO, CheckM, and CheckM2
 summaries separately and allow binqc to execute (but currnetly does not
 merge!)

---
 bin/combine_tables.py                         | 42 ++++++++++++-------
 conf/test_alternatives.config                 |  2 +-
 conf/test_full.config                         |  3 +-
 conf/test_single_end.config                   |  6 ++-
 modules/local/bin_summary/main.nf             | 21 ++++++----
 subworkflows/local/bin_qc/main.nf             | 12 +++---
 .../local/utils_nfcore_mag_pipeline/main.nf   | 18 ++++----
 workflows/mag.nf                              | 15 ++++---
 8 files changed, 72 insertions(+), 47 deletions(-)

diff --git a/bin/combine_tables.py b/bin/combine_tables.py
index a82362d2c..f333cc037 100755
--- a/bin/combine_tables.py
+++ b/bin/combine_tables.py
@@ -20,13 +20,23 @@ def parse_args(args=None):
         help="Bin depths summary file.",
     )
     # TODO update for multiple binQC tools
-    parser.add_argument("-b", "--binqc_summary", metavar="FILE", help="BUSCO summary file.")
-    parser.add_argument("-q", "--quast_summary", metavar="FILE", help="QUAST BINS summary file.")
-    parser.add_argument("-g", "--gtdbtk_summary", metavar="FILE", help="GTDB-Tk summary file.")
-    parser.add_argument("-a", "--cat_summary", metavar="FILE", help="CAT table file.")
+    parser.add_argument("-b", "--binqc_summary", metavar="FILE", help="Summary files.")
+    parser.add_argument(
+        "-q", "--quast_summary", metavar="FILE", help="QUAST BINS summary file."
+    )
     parser.add_argument(
-        "-t", "--binqc_tool", help="Bin QC tool used", choices=["busco", "checkm", "checkm2"]
+        "-g", "--gtdbtk_summary", metavar="FILE", help="GTDB-Tk summary file."
     )
+    parser.add_argument(
+        "-u", "--busco_summary", metavar="FILE", help="BUSCO summary file."
+    )
+    parser.add_argument(
+        "-c", "--checkm_summary", metavar="FILE", help="CheckM summary file."
+    )
+    parser.add_argument(
+        "-e", "--checkm2_summary", metavar="FILE", help="CheckM2 summary file."
+    )
+    parser.add_argument("-a", "--cat_summary", metavar="FILE", help="CAT table file.")
 
     parser.add_argument(
         "-o",
@@ -77,7 +87,9 @@ def parse_cat_table(cat_table):
     )
     # merge all rank columns into a single column
     df["CAT_rank"] = (
-        df.filter(regex="rank_\d+").apply(lambda x: ";".join(x.dropna()), axis=1).str.lstrip()
+        df.filter(regex="rank_\d+")
+        .apply(lambda x: ";".join(x.dropna()), axis=1)
+        .str.lstrip()
     )
     # remove rank_* columns
     df.drop(df.filter(regex="rank_\d+").columns, axis=1, inplace=True)
@@ -88,11 +100,7 @@ def parse_cat_table(cat_table):
 def main(args=None):
     args = parse_args(args)
 
-    if (
-        not args.binqc_summary
-        and not args.quast_summary
-        and not args.gtdbtk_summary
-    ):
+    if not args.binqc_summary and not args.quast_summary and not args.gtdbtk_summary:
         sys.exit(
             "No summary specified! "
             "Please specify at least BUSCO, CheckM, CheckM2 or QUAST summary."
@@ -107,7 +115,9 @@ def main(args=None):
 
     # handle bin depths
     results = pd.read_csv(args.depths_summary, sep="\t")
-    results.columns = ["Depth " + str(col) if col != "bin" else col for col in results.columns]
+    results.columns = [
+        "Depth " + str(col) if col != "bin" else col for col in results.columns
+    ]
     bins = results["bin"].sort_values().reset_index(drop=True)
     # TODO update for multiple binQC tools
     if args.binqc_summary and args.binqc_tool == "busco":
@@ -115,7 +125,9 @@ def main(args=None):
         busco_bins = set(busco_results["Input_file"])
 
         if set(bins) != busco_bins and len(busco_bins.intersection(set(bins))) > 0:
-            warnings.warn("Bins in BUSCO summary do not match bins in bin depths summary")
+            warnings.warn(
+                "Bins in BUSCO summary do not match bins in bin depths summary"
+            )
         elif len(busco_bins.intersection(set(bins))) == 0:
             sys.exit("Bins in BUSCO summary do not match bins in bin depths summary!")
         results = pd.merge(
@@ -172,7 +184,9 @@ def main(args=None):
 
     if args.quast_summary:
         quast_results = pd.read_csv(args.quast_summary, sep="\t")
-        if not bins.equals(quast_results["Assembly"].sort_values().reset_index(drop=True)):
+        if not bins.equals(
+            quast_results["Assembly"].sort_values().reset_index(drop=True)
+        ):
             sys.exit("Bins in QUAST summary do not match bins in bin depths summary!")
         results = pd.merge(
             results, quast_results, left_on="bin", right_on="Assembly", how="outer"
diff --git a/conf/test_alternatives.config b/conf/test_alternatives.config
index dc32afaa9..997f14ef9 100644
--- a/conf/test_alternatives.config
+++ b/conf/test_alternatives.config
@@ -27,7 +27,7 @@ params {
     // Input data
     input                      = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.v4.csv'
     clip_tool                  = 'trimmomatic'
-    binqc_tool                 = 'checkm2'
+    run_checkm2                = true
     bin_domain_classification  = true
     skip_spades                = true
     skip_quast                 = true
diff --git a/conf/test_full.config b/conf/test_full.config
index f7414ff1d..739b2964e 100644
--- a/conf/test_full.config
+++ b/conf/test_full.config
@@ -40,7 +40,8 @@ params {
     // Skip CONCOCT due to timeout issues
     skip_concoct               = true
 
-    binqc_tool                 = "checkm2"
+    run_checkm2                = true
+    run_busco                  = false
 
     // Set Prokka compliance mode to allow metaSPAdes bins to be annotated
     prokka_with_compliance     = true
diff --git a/conf/test_single_end.config b/conf/test_single_end.config
index 39d2942a6..a430c2a49 100644
--- a/conf/test_single_end.config
+++ b/conf/test_single_end.config
@@ -41,11 +41,13 @@ params {
     bcftools_view_minimal_allelesupport  = 3
     min_length_unbinned_contigs          = 1000000
     max_unbinned_contigs                 = 2
-    binqc_tool                           = 'checkm'
+    run_busco                            = false
+    run_checkm                           = true
     run_virus_identification             = true
     genomad_splits                       = 7
     // micro_db not compatible with current genNomad version
-    genomad_db                           = null // 'https://zenodo.org/records/11945948/files/genomad_microdb.tar.gz'
+    genomad_db                           = null
+    // 'https://zenodo.org/records/11945948/files/genomad_microdb.tar.gz'
     gtdb_db                              = params.pipelines_testdata_base_path + 'mag/databases/gtdbtk/gtdbtk_mockup_20250422.tar.gz'
     cat_db                               = params.pipelines_testdata_base_path + 'mag/databases/cat/minigut_cat.tar.gz'
     cat_no_suggestive_asterisks          = true
diff --git a/modules/local/bin_summary/main.nf b/modules/local/bin_summary/main.nf
index 5f2caee19..f87f91a82 100644
--- a/modules/local/bin_summary/main.nf
+++ b/modules/local/bin_summary/main.nf
@@ -7,30 +7,33 @@ process BIN_SUMMARY {
 
     input:
     path bin_depths
-    path binqc_sum
     path quast_sum
     path gtdbtk_sum
     path cat_sum
-    val  binqc_tool
+    path busco_sum
+    path checkm_sum
+    path checkm2_sum
 
     output:
     path "bin_summary.tsv", emit: summary
-    path "versions.yml"   , emit: versions
+    path "versions.yml", emit: versions
 
     script:
-    def binqc_summary  = binqc_sum.sort().size() > 0 ? "--binqc_summary ${binqc_sum}" : ""
-    def quast_summary  = quast_sum.sort().size() > 0 ? "--quast_summary ${quast_sum}" : ""
+    def quast_summary = quast_sum.sort().size() > 0 ? "--quast_summary ${quast_sum}" : ""
     def gtdbtk_summary = gtdbtk_sum.sort().size() > 0 ? "--gtdbtk_summary ${gtdbtk_sum}" : ""
-    def cat_summary    = cat_sum.sort().size() > 0 ? "--cat_summary ${cat_sum}" : ""
-    // TODO update --binqc_tool to support multiple tools
+    def cat_summary = cat_sum.sort().size() > 0 ? "--cat_summary ${cat_sum}" : ""
+    def busco_summary = busco_sum.sort().size() > 0 ? "--busco_summary ${busco_sum}" : ""
+    def checkm_summary = checkm_sum.sort().size() > 0 ? "--checkm_summary ${checkm_sum}" : ""
+    def checkm2_summary = checkm2_sum.sort().size() > 0 ? "--checkm2_summary ${checkm2_sum}" : ""
     """
     combine_tables.py \
         --depths_summary ${bin_depths} \
-        ${binqc_summary} \
         ${quast_summary} \
         ${gtdbtk_summary} \
         ${cat_summary} \
-        --binqc_tool ${binqc_tool} \
+        ${busco_summary} \
+        ${checkm_summary} \
+        ${checkm2_summary} \
         --out bin_summary.tsv
 
     cat <<-END_VERSIONS > versions.yml
diff --git a/subworkflows/local/bin_qc/main.nf b/subworkflows/local/bin_qc/main.nf
index 5bf8575f6..469add3a9 100644
--- a/subworkflows/local/bin_qc/main.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -22,12 +22,11 @@ workflow BIN_QC {
     ch_bins // [ [ meta] , fasta ], input bins (mandatory)
 
     main:
-    ch_qc_summaries = []
+    ch_qc_summaries = Channel.empty()
     ch_input_bins_for_qc = ch_bins.transpose()
     ch_versions = Channel.empty()
     ch_multiqc_files = Channel.empty()
 
-
     /*
     ================================
      * Setup databases
@@ -218,7 +217,10 @@ workflow BIN_QC {
     }
 
     emit:
-    qc_summaries  = ch_qc_summaries
-    multiqc_files = ch_multiqc_files
-    versions      = ch_versions
+    qc_summaries    = ch_qc_summaries
+    busco_summary   = CONCAT_BUSCO_TSV.out.csv.map { it[1] }
+    checkm_summary  = CONCAT_CHECKM_TSV.out.csv.map { it[1] }
+    checkm2_summary = CONCAT_CHECKM2_TSV.out.csv.map { it[1] }
+    multiqc_files   = ch_multiqc_files
+    versions        = ch_versions
 }
diff --git a/subworkflows/local/utils_nfcore_mag_pipeline/main.nf b/subworkflows/local/utils_nfcore_mag_pipeline/main.nf
index 3d02460fa..f8350bc0c 100644
--- a/subworkflows/local/utils_nfcore_mag_pipeline/main.nf
+++ b/subworkflows/local/utils_nfcore_mag_pipeline/main.nf
@@ -77,7 +77,7 @@ workflow PIPELINE_INITIALISATION {
 
     // if coassemble_group or binning_map_mode is set to not 'own', check if all samples in a group have the same platform
     ch_samplesheet
-        .map { meta, _sr1, _sr2, _lr -> [ meta.group, meta.sr_platform, meta.lr_platform ] }
+        .map { meta, _sr1, _sr2, _lr -> [meta.group, meta.sr_platform, meta.lr_platform] }
         .groupTuple(by: 0)
         .map { group, sr_platform, lr_platform ->
             def sr_platforms = sr_platform.unique()
@@ -134,8 +134,8 @@ workflow PIPELINE_INITIALISATION {
     // Check already if long reads are provided, for later parameter validation
     def hybrid = false
     ch_raw_long_reads
-        .map { meta, lr -> [ meta.id, lr ] }
-        .join(ch_raw_long_reads.map {meta, sr1 -> [meta.id, sr1] }, by: 0, remainder: true)
+        .map { meta, lr -> [meta.id, lr] }
+        .join(ch_raw_long_reads.map { meta, sr1 -> [meta.id, sr1] }, by: 0, remainder: true)
         .map { _id, lr, sr1 ->
             if (lr && sr1) {
                 hybrid = true
@@ -288,7 +288,7 @@ def validateInputParameters(hybrid) {
     if (params.host_fasta && params.host_genome) {
         error('[nf-core/mag] ERROR: Both host fasta reference and iGenomes genome are specified to remove host contamination! Invalid combination, please specify either --host_fasta or --host_genome.')
     }
-    if (hybrid && (params.host_fasta || params.host_genome) && params.longread_filtering_tool == "filtlong" && params.longreads_length_weight > 0 ) {
+    if (hybrid && (params.host_fasta || params.host_genome) && params.longread_filtering_tool == "filtlong" && params.longreads_length_weight > 0) {
         log.warn("[nf-core/mag]: The parameter --longreads_length_weight is ${params.longreads_length_weight}, causing the read length being more important for long read filtering than the read quality. Set --longreads_length_weight to 1 in order to assign equal weights.")
     }
     if (params.host_genome) {
@@ -325,18 +325,18 @@ def validateInputParameters(hybrid) {
         error("[nf-core/mag] ERROR: The parameter '--postbinning_input ${params.postbinning_input}' for downstream steps can only be specified if bin refinement is activated with --refine_bins_dastool! Check input.")
     }
 
-    if (params.skip_binqc && params.binqc_tool == 'checkm') {
-        error("[nf-core/mag] ERROR: Both --skip_binqc and --binqc_tool 'checkm' are specified! Invalid combination, please specify either --skip_binqc or --binqc_tool.")
+    if (params.skip_binqc && (params.run_busco || params.run_checkm || params.run_checkm2)) {
+        error("[nf-core/mag] ERROR: Both --skip_binqc and --run_<bin_qc_tool_name> are specified! Invalid combination, please specify either --skip_binqc or --run_<bin_qc_tool_name>.")
     }
 
     // Check if BUSCO parameters combinations are valid
     if (params.skip_binqc) {
-        if (params.busco_db) {
-            error("[nf-core/mag] ERROR: Both --skip_binqc and --busco_db are specified! Invalid combination, please specify either --skip_binqc or --binqc_tool 'busco' with --busco_db.")
+        if (params.run_busco || params.busco_db) {
+            error("[nf-core/mag] ERROR: Both --skip_binqc and --run_busco or --busco_db are specified! Invalid combination, please specify either --skip_binqc or --run_busco with --busco_db.")
         }
     }
 
-    if (!params.skip_binqc && params.binqc_tool == 'busco') {
+    if (!params.skip_binqc && params.run_busco) {
         if (params.busco_db && !params.busco_db_lineage) {
             log.warn('[nf-core/mag]: WARNING: You have supplied a database to --busco_db - BUSCO will run in offline mode. Please note that BUSCO may fail if you have an incomplete database and are running with --busco_db_lineage auto!')
         }
diff --git a/workflows/mag.nf b/workflows/mag.nf
index a2d6bde43..06b26450d 100644
--- a/workflows/mag.nf
+++ b/workflows/mag.nf
@@ -386,8 +386,11 @@ workflow MAG {
         if (!params.skip_binqc) {
             BIN_QC(ch_input_for_postbinning)
             ch_versions = ch_versions.mix(BIN_QC.out.versions)
-             // TODO update, probably needed to update. Just remember this is now a list
+            // TODO update, probably needed to update. Just remember this is now a list
             ch_bin_qc_summary = BIN_QC.out.qc_summaries
+            ch_busco_summary = BIN_QC.out.busco_summary
+            ch_checkm_summary = BIN_QC.out.checkm_summary
+            ch_checkm2_summary = BIN_QC.out.checkm2_summary
         }
 
         ch_quast_bins_summary = Channel.empty()
@@ -438,7 +441,6 @@ workflow MAG {
 
                 GTDBTK(
                     ch_gtdb_bins,
-                     // TODO update
                     ch_bin_qc_summary,
                     gtdb,
                 )
@@ -449,15 +451,16 @@ workflow MAG {
         else {
             ch_gtdbtk_summary = Channel.empty()
         }
-         // TODO update
+        // TODO update
         if ((!params.skip_binqc) || !params.skip_quast || !params.skip_gtdbtk) {
             BIN_SUMMARY(
                 ch_input_for_binsummary,
-                ch_bin_qc_summary.ifEmpty([]),
                 ch_quast_bins_summary.ifEmpty([]),
                 ch_gtdbtk_summary.ifEmpty([]),
                 ch_catpack_summary.ifEmpty([]),
-                params.binqc_tool,
+                ch_busco_summary.ifEmpty([]),
+                ch_checkm_summary.ifEmpty([]),
+                ch_checkm2_summary.ifEmpty([]),
             )
             ch_versions = ch_versions.mix(BIN_SUMMARY.out.versions)
         }
@@ -566,7 +569,7 @@ workflow MAG {
     if (!params.skip_binning && !params.skip_prokka) {
         ch_multiqc_files = ch_multiqc_files.mix(PROKKA.out.txt.collect { it[1] }.ifEmpty([]))
     }
-     // TODO update to get all QC files
+    // TODO update to get all QC files
     if (!params.skip_binning && !params.skip_binqc) {
         ch_multiqc_files = ch_multiqc_files.mix(BIN_QC.out.multiqc_files.collect().ifEmpty([]))
     }

From 3b8068fee7a2a49cdac6bc7441ae44d848199ca5 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 14 Oct 2025 15:46:05 +0200
Subject: [PATCH 205/288] update combine_tables.py to merge all files

---
 bin/combine_tables.py | 65 ++++++++++++++++++++++++++++++-------------
 1 file changed, 46 insertions(+), 19 deletions(-)

diff --git a/bin/combine_tables.py b/bin/combine_tables.py
index f333cc037..c87bc2edc 100755
--- a/bin/combine_tables.py
+++ b/bin/combine_tables.py
@@ -19,8 +19,6 @@ def parse_args(args=None):
         metavar="FILE",
         help="Bin depths summary file.",
     )
-    # TODO update for multiple binQC tools
-    parser.add_argument("-b", "--binqc_summary", metavar="FILE", help="Summary files.")
     parser.add_argument(
         "-q", "--quast_summary", metavar="FILE", help="QUAST BINS summary file."
     )
@@ -85,13 +83,13 @@ def parse_cat_table(cat_table):
         header=None,
         skiprows=1,
     )
-    # merge all rank columns into a single column
+    ## merge all rank columns into a single column
     df["CAT_rank"] = (
         df.filter(regex="rank_\d+")
         .apply(lambda x: ";".join(x.dropna()), axis=1)
         .str.lstrip()
     )
-    # remove rank_* columns
+    ## remove rank_* columns
     df.drop(df.filter(regex="rank_\d+").columns, axis=1, inplace=True)
 
     return df
@@ -100,28 +98,45 @@ def parse_cat_table(cat_table):
 def main(args=None):
     args = parse_args(args)
 
-    if not args.binqc_summary and not args.quast_summary and not args.gtdbtk_summary:
+    ## INPUT VALIDATION
+
+    if (
+        not args.busco_summary
+        and not args.checkm_summary
+        and not args.checkm2_summary
+        and not args.quast_summary
+        and not args.gtdbtk_summary
+    ):
         sys.exit(
             "No summary specified! "
-            "Please specify at least BUSCO, CheckM, CheckM2 or QUAST summary."
+            "Please specify at least one of BUSCO, CheckM, CheckM2 or QUAST summary."
         )
 
-    # GTDB-Tk can only be run in combination with BUSCO, CheckM or CheckM2
-    if args.gtdbtk_summary and not args.binqc_summary:
+    ## GTDB-Tk can only be run in combination with BUSCO, CheckM or CheckM2
+    if (
+        args.gtdbtk_summary
+        and not args.busco_summary
+        and not args.checkm_summary
+        and not args.checkm2_summary
+    ):
         sys.exit(
             "Invalid parameter combination: "
-            "GTDB-TK summary specified, but no BUSCO, CheckM or CheckM2 summary!"
+            "GTDB-TK summary specified, but no BUSCO, CheckM or CheckM2 summary provided!"
         )
 
-    # handle bin depths
+    ## BIN DEPTH PROCESSING
+
+    ## handle bin depths, and extract root bin names
     results = pd.read_csv(args.depths_summary, sep="\t")
     results.columns = [
         "Depth " + str(col) if col != "bin" else col for col in results.columns
     ]
     bins = results["bin"].sort_values().reset_index(drop=True)
-    # TODO update for multiple binQC tools
-    if args.binqc_summary and args.binqc_tool == "busco":
-        busco_results = pd.read_csv(args.binqc_summary, sep="\t")
+
+    ## BUSCO PROCESSING
+
+    if args.busco_summary:
+        busco_results = pd.read_csv(args.busco_summary, sep="\t")
         busco_bins = set(busco_results["Input_file"])
 
         if set(bins) != busco_bins and len(busco_bins.intersection(set(bins))) > 0:
@@ -133,8 +148,10 @@ def main(args=None):
         results = pd.merge(
             results, busco_results, left_on="bin", right_on="Input_file", how="outer"
         )  # assuming depths for all bins are given
-    # TODO update for multiple binQC tools
-    if args.binqc_summary and args.binqc_tool == "checkm":
+
+    ## CHECKM PROCESSING
+
+    if args.checkm_summary:
         use_columns = [
             "Bin Id",
             "Marker lineage",
@@ -154,7 +171,7 @@ def main(args=None):
             "4",
             "5+",
         ]
-        checkm_results = pd.read_csv(args.binqc_summary, usecols=use_columns, sep="\t")
+        checkm_results = pd.read_csv(args.checkm_summary, usecols=use_columns, sep="\t")
         checkm_results["Bin Id"] = checkm_results["Bin Id"] + ".fa"
         if not set(checkm_results["Bin Id"]).issubset(set(bins)):
             sys.exit("Bins in CheckM summary do not match bins in bin depths summary!")
@@ -162,8 +179,10 @@ def main(args=None):
             results, checkm_results, left_on="bin", right_on="Bin Id", how="outer"
         )  # assuming depths for all bins are given
         results["Bin Id"] = results["Bin Id"].str.removesuffix(".fa")
-    # TODO update for multiple binQC tools
-    if args.binqc_summary and args.binqc_tool == "checkm2":
+
+    ## CHECKM PROCESSING
+
+    if args.checkm2_summary:
         use_columns = [
             "Name",
             "Completeness",
@@ -173,7 +192,9 @@ def main(args=None):
             "Translation_Table_Used",
             "Total_Coding_Sequences",
         ]
-        checkm2_results = pd.read_csv(args.binqc_summary, usecols=use_columns, sep="\t")
+        checkm2_results = pd.read_csv(
+            args.checkm2_summary, usecols=use_columns, sep="\t"
+        )
         checkm2_results["Name"] = checkm2_results["Name"] + ".fa"
         if not set(checkm2_results["Name"]).issubset(set(bins)):
             sys.exit("Bins in CheckM2 summary do not match bins in bin depths summary!")
@@ -182,6 +203,8 @@ def main(args=None):
         )  # assuming depths for all bins are given
         results["Name"] = results["Name"].str.removesuffix(".fa")
 
+    ## QUAST PROCESSING
+
     if args.quast_summary:
         quast_results = pd.read_csv(args.quast_summary, sep="\t")
         if not bins.equals(
@@ -192,6 +215,8 @@ def main(args=None):
             results, quast_results, left_on="bin", right_on="Assembly", how="outer"
         )  # assuming depths for all bins are given
 
+    ## GTDBTK PROCESSING
+
     if args.gtdbtk_summary:
         gtdbtk_results = pd.read_csv(args.gtdbtk_summary, sep="\t")
         if len(set(gtdbtk_results["user_genome"].to_list()).difference(set(bins))) > 0:
@@ -200,6 +225,8 @@ def main(args=None):
             results, gtdbtk_results, left_on="bin", right_on="user_genome", how="outer"
         )  # assuming depths for all bins are given
 
+    ## CAT_PACK PROCESSING
+
     if args.cat_summary:
         cat_results = parse_cat_table(args.cat_summary)
         if len(set(cat_results["bin"].to_list()).difference(set(bins))) > 0:

From 797278a35c330b876843b49c97398d1887569289 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 14 Oct 2025 15:53:38 +0200
Subject: [PATCH 206/288] Update CHANGELOG

---
 CHANGELOG.md | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 31e5c9d5a..bd60204d9 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,15 +8,20 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### `Added`
 
 - [#873](https://github.com/nf-core/mag/pull/873) - Document usage of `longread_percentidentity` and `shortread_percentidentity` and set the value of `longread_percentidentity` in the `test_full` profile to 85 (by @prototaxites)
+- [#842](https://github.com/nf-core/mag/pull/842) - Add support for running multiple binQC tools in one run using dedicated `--run_busco`, `--run_checkm`, and `--run_checkm2` parameters (by @harper357, with contributions from @dialvarezs, @prototaxites and @jfy133)
 
 ### `Changed`
 
+- [#842](https://github.com/nf-core/mag/pull/842) - Change `bin_summary.tsv` to include columns from all available bin QC summary files that are executed in a given run, including BUSCO, CheckM and CheckM2 (by @harper357, with contributions from @dialvarezs, @prototaxites and @jfy133)
+
 ### `Fixed`
 
 ### `Dependencies`
 
 ### `Deprecated`
 
+- [#842](https://github.com/nf-core/mag/pull/842) - Remove `--binqc_tool` (by @harper357, with contributions from @dialvarezs, @prototaxites and @jfy133)
+
 ## 5.0.0 - [2025-09-30]
 
 ### `Added`

From f14f16705c21bdf5feb1776903f160b52cd40a57 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 14 Oct 2025 16:07:56 +0200
Subject: [PATCH 207/288] Add suffixes, improve changelog and update output.md
 to better describe the output file.

---
 CHANGELOG.md          |  4 +++-
 bin/combine_tables.py | 48 +++++++++++++++++++++++++++++++++----------
 docs/output.md        |  9 +++++++-
 3 files changed, 48 insertions(+), 13 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index bd60204d9..265971851 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,7 +12,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Changed`
 
-- [#842](https://github.com/nf-core/mag/pull/842) - Change `bin_summary.tsv` to include columns from all available bin QC summary files that are executed in a given run, including BUSCO, CheckM and CheckM2 (by @harper357, with contributions from @dialvarezs, @prototaxites and @jfy133)
+- [#842](https://github.com/nf-core/mag/pull/842) - Change `bin_summary.tsv` format for improved clarity and more comprehensiveness (by @harper357, with contributions from @dialvarezs, @prototaxites and @jfy133)
+  - Now will include columns from all bin QC tools executed in a given run (i.e., all/any of BUSCO, CheckM and CheckM2)
+  - Adds suffixes to all columns (`_<toolname>`) to distinguish which column comes from which tool
 
 ### `Fixed`
 
diff --git a/bin/combine_tables.py b/bin/combine_tables.py
index c87bc2edc..57780ba0e 100755
--- a/bin/combine_tables.py
+++ b/bin/combine_tables.py
@@ -91,6 +91,7 @@ def parse_cat_table(cat_table):
     )
     ## remove rank_* columns
     df.drop(df.filter(regex="rank_\d+").columns, axis=1, inplace=True)
+    df = df.add_suffix("_catpack")
 
     return df
 
@@ -145,8 +146,13 @@ def main(args=None):
             )
         elif len(busco_bins.intersection(set(bins))) == 0:
             sys.exit("Bins in BUSCO summary do not match bins in bin depths summary!")
+        busco_results = busco_results.add_suffix("_busco")
         results = pd.merge(
-            results, busco_results, left_on="bin", right_on="Input_file", how="outer"
+            results,
+            busco_results,
+            left_on="bin",
+            right_on="Input_file_busco",
+            how="outer",
         )  # assuming depths for all bins are given
 
     ## CHECKM PROCESSING
@@ -175,12 +181,17 @@ def main(args=None):
         checkm_results["Bin Id"] = checkm_results["Bin Id"] + ".fa"
         if not set(checkm_results["Bin Id"]).issubset(set(bins)):
             sys.exit("Bins in CheckM summary do not match bins in bin depths summary!")
+        checkm_results = checkm_results.add_suffix("_checkm")
         results = pd.merge(
-            results, checkm_results, left_on="bin", right_on="Bin Id", how="outer"
+            results,
+            checkm_results,
+            left_on="bin",
+            right_on="Bin Id_checkm",
+            how="outer",
         )  # assuming depths for all bins are given
-        results["Bin Id"] = results["Bin Id"].str.removesuffix(".fa")
+        results["Bin Id_checkm"] = results["Bin Id_checkm"].str.removesuffix(".fa")
 
-    ## CHECKM PROCESSING
+    ## CHECKM2 PROCESSING
 
     if args.checkm2_summary:
         use_columns = [
@@ -198,10 +209,15 @@ def main(args=None):
         checkm2_results["Name"] = checkm2_results["Name"] + ".fa"
         if not set(checkm2_results["Name"]).issubset(set(bins)):
             sys.exit("Bins in CheckM2 summary do not match bins in bin depths summary!")
+        checkm2_results = checkm2_results.add_suffix("_checkm2")
         results = pd.merge(
-            results, checkm2_results, left_on="bin", right_on="Name", how="outer"
+            results,
+            checkm2_results,
+            left_on="bin",
+            right_on="Name_checkm2",
+            how="outer",
         )  # assuming depths for all bins are given
-        results["Name"] = results["Name"].str.removesuffix(".fa")
+        results["Name"] = results["Name_checkm2"].str.removesuffix(".fa")
 
     ## QUAST PROCESSING
 
@@ -211,8 +227,13 @@ def main(args=None):
             quast_results["Assembly"].sort_values().reset_index(drop=True)
         ):
             sys.exit("Bins in QUAST summary do not match bins in bin depths summary!")
+        quast_results = quast_results.add_suffix("_quast")
         results = pd.merge(
-            results, quast_results, left_on="bin", right_on="Assembly", how="outer"
+            results,
+            quast_results,
+            left_on="bin",
+            right_on="Assembly_quast",
+            how="outer",
         )  # assuming depths for all bins are given
 
     ## GTDBTK PROCESSING
@@ -221,21 +242,26 @@ def main(args=None):
         gtdbtk_results = pd.read_csv(args.gtdbtk_summary, sep="\t")
         if len(set(gtdbtk_results["user_genome"].to_list()).difference(set(bins))) > 0:
             sys.exit("Bins in GTDB-Tk summary do not match bins in bin depths summary!")
+        quast_results = quast_results.add_suffix("_gtdbtk")
         results = pd.merge(
-            results, gtdbtk_results, left_on="bin", right_on="user_genome", how="outer"
+            results,
+            gtdbtk_results,
+            left_on="bin",
+            right_on="user_genome_gtdbtk",
+            how="outer",
         )  # assuming depths for all bins are given
 
     ## CAT_PACK PROCESSING
 
     if args.cat_summary:
         cat_results = parse_cat_table(args.cat_summary)
-        if len(set(cat_results["bin"].to_list()).difference(set(bins))) > 0:
+        if len(set(cat_results["bin_catpack"].to_list()).difference(set(bins))) > 0:
             sys.exit("Bins in CAT summary do not match bins in bin depths summary!")
         results = pd.merge(
             results,
-            cat_results[["bin", "CAT_rank"]],
+            cat_results[["bin_catpack", "CAT_rank_catpack"]],
             left_on="bin",
-            right_on="bin",
+            right_on="bin_catpack",
             how="outer",
         )
 
diff --git a/docs/output.md b/docs/output.md
index a8eb7c74e..e06e4fbbb 100644
--- a/docs/output.md
+++ b/docs/output.md
@@ -776,10 +776,17 @@ In cases where eukaryotic genomes are recovered in binning, [MetaEuk](https://gi
 <details markdown="1">
 <summary>Output files</summary>
 
-- `GenomeBinning/bin_summary.tsv`: Summary of bin sequencing depths together with BUSCO, CheckM, QUAST and GTDB-Tk results, if at least one of the later was generated. This will also include refined bins if `--refine_bins_dastool` binning refinement is performed. Note that in contrast to the other tools, for CheckM the bin name given in the column "Bin Id" does not contain the ".fa" extension.
+- `GenomeBinning/bin_summary.tsv`: Summary of bin sequencing depths together with BUSCO, CheckM, CheckM2, QUAST, CAT and GTDB-Tk results.
 
 </details>
 
+This `bin_summary.tsv` is the primary output file from nf-core/mag, giving the most comprehensive overview of the quality and taxonomic classification of all bins produced by the pipeline.
+
+This will also include rows for refined bins if `--refine_bins_dastool` binning refinement is performed.
+Note that in contrast to the other tools, for CheckM the bin name given in the column "Bin Id" does not contain the ".fa" extension.
+
+All columns other than the primary `bin` key column, and the `Depth <sample name>` columns, will include a suffix specifying from which bin QC tool the column is derived from to distinguish identically named columns from different tools.
+
 ## Ancient DNA
 
 Optional, only running when parameter `-profile ancient_dna` is specified.

From a60ab1c06c2cd55edc29c9ab8dc6ffc70fb7cff7 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 14 Oct 2025 16:15:55 +0200
Subject: [PATCH 208/288] Fix when not all bin qc tools are executed

---
 subworkflows/local/bin_qc/main.nf | 13 ++++++++++---
 1 file changed, 10 insertions(+), 3 deletions(-)

diff --git a/subworkflows/local/bin_qc/main.nf b/subworkflows/local/bin_qc/main.nf
index 469add3a9..945f81616 100644
--- a/subworkflows/local/bin_qc/main.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -200,27 +200,34 @@ workflow BIN_QC {
         }
     }
     // Combine QC summaries (same process for all tools)
+    ch_busco_final_summaries = Channel.empty()
+    ch_checkm_final_summaries = Channel.empty()
+    ch_checkm2_final_summaries = Channel.empty()
+
     if (params.run_busco) {
         CONCAT_BUSCO_TSV(ch_busco_summaries, 'tsv', 'tsv')
         ch_versions = ch_versions.mix(CONCAT_BUSCO_TSV.out.versions)
+        ch_busco_final_summaries = ch_busco_final_summaries.mix(CONCAT_BUSCO_TSV.out.csv.map { it[1] })
         ch_qc_summaries = ch_qc_summaries.mix(CONCAT_BUSCO_TSV.out.csv.map { _meta, summary -> summary })
     }
     if (params.run_checkm) {
         CONCAT_CHECKM_TSV(ch_checkm_summaries, 'tsv', 'tsv')
         ch_versions = ch_versions.mix(CONCAT_CHECKM_TSV.out.versions)
+        ch_checkm_final_summaries = ch_checkm_final_summaries.mix(CONCAT_CHECKM_TSV.out.csv.map { it[1] })
         ch_qc_summaries = ch_qc_summaries.mix(CONCAT_CHECKM_TSV.out.csv.map { _meta, summary -> summary })
     }
     if (params.run_checkm2) {
         CONCAT_CHECKM2_TSV(ch_checkm2_summaries, 'tsv', 'tsv')
         ch_versions = ch_versions.mix(CONCAT_CHECKM2_TSV.out.versions)
+        ch_checkm2_final_summaries = ch_checkm2_final_summaries.mix(CONCAT_CHECKM2_TSV.out.csv.map { it[1] })
         ch_qc_summaries = ch_qc_summaries.mix(CONCAT_CHECKM2_TSV.out.csv.map { _meta, summary -> summary })
     }
 
     emit:
     qc_summaries    = ch_qc_summaries
-    busco_summary   = CONCAT_BUSCO_TSV.out.csv.map { it[1] }
-    checkm_summary  = CONCAT_CHECKM_TSV.out.csv.map { it[1] }
-    checkm2_summary = CONCAT_CHECKM2_TSV.out.csv.map { it[1] }
+    busco_summary   = ch_busco_final_summaries
+    checkm_summary  = ch_checkm_final_summaries
+    checkm2_summary = ch_checkm2_final_summaries
     multiqc_files   = ch_multiqc_files
     versions        = ch_versions
 }

From beac2e4bf7074948ad42bd674a6a779e8e624ee7 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 15 Oct 2025 15:16:17 +0200
Subject: [PATCH 209/288] Update GTDBTK local subworkflow to filter on any/all
 bin QC metrics across all tools

---
 subworkflows/local/bin_qc/main.nf |  6 ++--
 subworkflows/local/gtdbtk/main.nf | 46 +++++++++++++++++++------------
 2 files changed, 31 insertions(+), 21 deletions(-)

diff --git a/subworkflows/local/bin_qc/main.nf b/subworkflows/local/bin_qc/main.nf
index 945f81616..e664cce31 100644
--- a/subworkflows/local/bin_qc/main.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -208,19 +208,19 @@ workflow BIN_QC {
         CONCAT_BUSCO_TSV(ch_busco_summaries, 'tsv', 'tsv')
         ch_versions = ch_versions.mix(CONCAT_BUSCO_TSV.out.versions)
         ch_busco_final_summaries = ch_busco_final_summaries.mix(CONCAT_BUSCO_TSV.out.csv.map { it[1] })
-        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_BUSCO_TSV.out.csv.map { _meta, summary -> summary })
+        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_BUSCO_TSV.out.csv.splitCsv(header: true, sep: '\t').map { _meta, summary -> [bin_qc_tool: 'busco'] + summary })
     }
     if (params.run_checkm) {
         CONCAT_CHECKM_TSV(ch_checkm_summaries, 'tsv', 'tsv')
         ch_versions = ch_versions.mix(CONCAT_CHECKM_TSV.out.versions)
         ch_checkm_final_summaries = ch_checkm_final_summaries.mix(CONCAT_CHECKM_TSV.out.csv.map { it[1] })
-        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_CHECKM_TSV.out.csv.map { _meta, summary -> summary })
+        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_CHECKM_TSV.out.csv.splitCsv(header: true, sep: '\t').map { _meta, summary -> [bin_qc_tool: 'checkm'] + summary })
     }
     if (params.run_checkm2) {
         CONCAT_CHECKM2_TSV(ch_checkm2_summaries, 'tsv', 'tsv')
         ch_versions = ch_versions.mix(CONCAT_CHECKM2_TSV.out.versions)
         ch_checkm2_final_summaries = ch_checkm2_final_summaries.mix(CONCAT_CHECKM2_TSV.out.csv.map { it[1] })
-        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_CHECKM2_TSV.out.csv.map { _meta, summary -> summary })
+        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_CHECKM2_TSV.out.csv.splitCsv(header: true, sep: '\t').map { _meta, summary -> [bin_qc_tool: 'checkm2'] + summary })
     }
 
     emit:
diff --git a/subworkflows/local/gtdbtk/main.nf b/subworkflows/local/gtdbtk/main.nf
index d4b7bbc0a..ace6704b3 100644
--- a/subworkflows/local/gtdbtk/main.nf
+++ b/subworkflows/local/gtdbtk/main.nf
@@ -8,7 +8,6 @@ include { GTDBTK_DB_PREPARATION } from '../../../modules/local/gtdbtk_db_prepara
 include { GTDBTK_SUMMARY        } from '../../../modules/local/gtdbtk_summary/main'
 
 workflow GTDBTK {
-    // TODO update to take the different bin summaries?
     take:
     ch_bins           // channel: [ val(meta), [bins] ]
     ch_bin_qc_summary // channel: path
@@ -19,35 +18,46 @@ workflow GTDBTK {
 
     // Collect bin quality metrics
     qc_columns = [
-        busco: ['Input_file', 'Complete', 'Duplicated'],
-        checkm: ['Bin Id', 'Completeness', 'Contamination'],
-        checkm2: ['Name', 'Completeness', 'Contamination'],
+        busco: ['bin_qc_tool', 'Input_file', 'Complete', 'Duplicated'],
+        checkm: ['bin_qc_tool', 'Bin Id', 'Completeness', 'Contamination'],
+        checkm2: ['bin_qc_tool', 'Name', 'Completeness', 'Contamination'],
     ]
 
+    // 1. Take the pre-split CSV, and select just the relevant columns
+    // 2. Reorder columns to: bin name, tool, completeness, contamination/duplication
+    // 3. Convert completeness/contamination to double for consistency
+    //4. add .fa back to bin name if missing
     ch_bin_metrics = ch_bin_qc_summary
-        .splitCsv(header: true, sep: '\t')
-        .map { row -> qc_columns[params.binqc_tool].collect { col -> row[col] } }
-        .filter { row -> row[1] != '' }
+        .map { row -> qc_columns[row.bin_qc_tool].collect { col -> row[col] } }
         .map { row ->
-            row = [row[0]] + row[1..2].collect { value -> "${value}".toDouble() }
+            // Initial order
+            // row[0] = bin_qc_tool
+            // row[1] = bin name
+            // row[2] = completeness
+            // row[3] = contamination (Checkm*)/duplication (busco)
+            row = [row[1], row[0]] + row[2..3].collect { value -> "${value}".toDouble() }
             // CheckM / CheckM2 removes the .fa extension from the bin name
-            if (params.binqc_tool in ['checkm', 'checkm2']) {
-                row[0] = row[0] + '.fa'
+            if (row[1] in ['checkm', 'checkm2']) {
+                row[1] = row[1] + '.fa'
             }
             row
         }
+
     // TODO if ch_{}_tsv is not empty, filter it, then union of all
     // Filter bins based on collected metrics: completeness, contamination
+    // 1. Generate key name from bin file name
+    // 2. Join with metrics (but drop bin_name)
+    // 3. Filter based on completeness/contamination
     ch_filtered_bins = ch_bins
         .transpose()
         .map { meta, bin -> [bin.getName(), bin, meta] }
         .join(ch_bin_metrics, failOnDuplicate: true)
-        .map { _bin_name, bin, meta, completeness, contamination -> [meta, bin, completeness, contamination] }
-        .branch {
-            passed: (it[2] != -1 && it[2] >= params.gtdbtk_min_completeness && it[3] != -1 && it[3] <= params.gtdbtk_max_contamination)
-            return [it[0], it[1]]
-            discarded: (it[2] == -1 || it[2] < params.gtdbtk_min_completeness || it[3] == -1 || it[3] > params.gtdbtk_max_contamination)
-            return [it[0], it[1]]
+        .map { _bin_name, bin, meta, _bin_qc_tool, completeness, contamination -> [meta, bin, completeness, contamination] }
+        .branch { meta, bin, completeness, contamination ->
+            passed: (completeness != -1 && completeness >= params.gtdbtk_min_completeness && contamination != -1 && contamination <= params.gtdbtk_max_contamination)
+            return [meta, bin]
+            discarded: (completeness == -1 || completeness < params.gtdbtk_min_completeness || contamination == -1 || contamination > params.gtdbtk_max_contamination)
+            return [meta, bin]
         }
 
     if (val_gtdb.extension == 'gz') {
@@ -68,9 +78,9 @@ workflow GTDBTK {
         .count()
         .map { it == 0 ? log.warn("No contigs passed GTDB-TK min. completeness filters. GTDB-TK summary will execute but results will be empty!") : "" }
 
-
+    // We set unique to remove duplicate bins when the same bin has passed the filter of two different QC tools
     GTDBTK_CLASSIFYWF(
-        ch_filtered_bins.passed.groupTuple(),
+        ch_filtered_bins.passed.unique().groupTuple(),
         ch_db_for_gtdbtk,
         params.gtdbtk_pplacer_useram ? false : true,
     )

From fbecbb7244efa1f6bf1c722734df86d2d383810b Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 15 Oct 2025 15:19:09 +0200
Subject: [PATCH 210/288] Use correct variable name for renaming GTDBTK results

---
 bin/combine_tables.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/combine_tables.py b/bin/combine_tables.py
index 57780ba0e..350e2676e 100755
--- a/bin/combine_tables.py
+++ b/bin/combine_tables.py
@@ -242,7 +242,7 @@ def main(args=None):
         gtdbtk_results = pd.read_csv(args.gtdbtk_summary, sep="\t")
         if len(set(gtdbtk_results["user_genome"].to_list()).difference(set(bins))) > 0:
             sys.exit("Bins in GTDB-Tk summary do not match bins in bin depths summary!")
-        quast_results = quast_results.add_suffix("_gtdbtk")
+        gtdbtk_results = gtdbtk_results.add_suffix("_gtdbtk")
         results = pd.merge(
             results,
             gtdbtk_results,

From 8be3e600f50f3c9fc673ec8efd46e062193262bd Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 15 Oct 2025 20:12:21 +0200
Subject: [PATCH 211/288] Update snapshots for working tests

---
 conf/test_alternatives.config                 |    1 +
 conf/test_minimal.config                      |    7 +-
 tests/default.nf.test.snap                    |    6 +-
 tests/test_alternatives.nf.test.snap          | 2616 ++++++++++++++++-
 tests/test_assembly_input.nf.test.snap        |    4 +-
 tests/test_hybrid.nf.test.snap                |    4 +-
 tests/test_longreadonly.nf.test.snap          |    4 +-
 ...est_longreadonly_alternatives.nf.test.snap |    4 +-
 8 files changed, 2625 insertions(+), 21 deletions(-)

diff --git a/conf/test_alternatives.config b/conf/test_alternatives.config
index 997f14ef9..0c79148e2 100644
--- a/conf/test_alternatives.config
+++ b/conf/test_alternatives.config
@@ -27,6 +27,7 @@ params {
     // Input data
     input                      = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.v4.csv'
     clip_tool                  = 'trimmomatic'
+    run_busco                  = true
     run_checkm2                = true
     bin_domain_classification  = true
     skip_spades                = true
diff --git a/conf/test_minimal.config b/conf/test_minimal.config
index 48f1213b9..a46b3d2cd 100644
--- a/conf/test_minimal.config
+++ b/conf/test_minimal.config
@@ -21,8 +21,8 @@ process {
 }
 
 params {
-    config_profile_name        = 'Test nothing profile'
-    config_profile_description = 'Minimal test dataset to check pipeline function'
+    config_profile_name           = 'Test nothing profile'
+    config_profile_description    = 'Minimal test dataset to check pipeline function'
 
     // Input data
     input                         = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.v4.csv'
@@ -42,6 +42,9 @@ params {
     skip_concoct                  = true
     skip_prokka                   = true
     skip_binqc                    = true
+    run_busco                     = false
+    run_checkm                    = false
+    run_checkm2                   = false
     skip_gtdbtk                   = true
     skip_ancient_damagecorrection = true
     gtdbtk_min_completeness       = 0.01
diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index 34fc71b5a..133e05138 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -45,7 +45,7 @@
                 "CAT_FASTQ": {
                     "cat": 9.5
                 },
-                "CONCAT_BINQC_TSV": {
+                "CONCAT_BUSCO_TSV": {
                     "csvtk": "0.31.0"
                 },
                 "CONVERT_DEPTHS": {
@@ -143,7 +143,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-23T05:04:47.301237719"
+        "timestamp": "2025-10-15T15:34:13.013968684"
     },
     "multiqc": {
         "content": [
@@ -392,6 +392,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-19T14:06:38.738501157"
+        "timestamp": "2025-10-15T15:34:13.077416561"
     }
 }
\ No newline at end of file
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index d5679ea6b..293ac69ea 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -13,7 +13,7 @@
     },
     "-profile test_alternatives": {
         "content": [
-            41,
+            43,
             {
                 "BIN_SUMMARY": {
                     "python": "3.10.6",
@@ -33,13 +33,19 @@
                 "BOWTIE2_PHIX_REMOVAL_BUILD": {
                     "bowtie2": "2.4.2"
                 },
+                "BUSCO_BUSCO": {
+                    "busco": "6.0.0"
+                },
                 "CHECKM2_DATABASEDOWNLOAD": {
                     "aria2": "1.37.0"
                 },
                 "CHECKM2_PREDICT": {
                     "checkm2": "1.1.0"
                 },
-                "CONCAT_BINQC_TSV": {
+                "CONCAT_BUSCO_TSV": {
+                    "csvtk": "0.31.0"
+                },
+                "CONCAT_CHECKM2_TSV": {
                     "csvtk": "0.31.0"
                 },
                 "DASTOOL_FASTATOCONTIG2BIN_TIARA": {
@@ -107,7 +113,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-17T11:03:46.699234025"
+        "timestamp": "2025-10-14T17:05:30.90889198"
     },
     "qc": {
         "content": [
@@ -172,12 +178,1304 @@
                 "GenomeBinning/MetaBAT2/unbinned/discarded/MEGAHIT-MetaBAT2-test_minigut.unbinned.remaining.fa.gz",
                 "GenomeBinning/MetaBAT2/unbinned/discarded/MEGAHIT-MetaBAT2-test_minigut_sample2.unbinned.pooled.fa.gz",
                 "GenomeBinning/MetaBAT2/unbinned/discarded/MEGAHIT-MetaBAT2-test_minigut_sample2.unbinned.remaining.fa.gz",
+                "GenomeBinning/QC/BUSCO/test_minigut/short_summary.specific.bacteria_odb12.MEGAHIT-MetaBAT2-test_minigut.1.fa.json",
+                "GenomeBinning/QC/BUSCO/test_minigut/short_summary.specific.bacteria_odb12.MEGAHIT-MetaBAT2-test_minigut.1.fa.txt",
+                "GenomeBinning/QC/BUSCO/test_minigut/short_summary.specific.bacteria_odb12.MEGAHIT-MetaBAT2-test_minigut.2.fa.json",
+                "GenomeBinning/QC/BUSCO/test_minigut/short_summary.specific.bacteria_odb12.MEGAHIT-MetaBAT2-test_minigut.2.fa.txt",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco.batch_summary.txt",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco.log",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/.bbtools_output/.checkpoint",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/fragmented_busco_sequences/44091at2157.faa",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/fragmented_busco_sequences/44091at2157.fna",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/fragmented_busco_sequences/8658at2157.faa",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/fragmented_busco_sequences/8658at2157.fna",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/fragmented_busco_sequences/8904at2157.faa",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/fragmented_busco_sequences/8904at2157.fna",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/fragmented_busco_sequences/9883at2157.faa",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/fragmented_busco_sequences/9883at2157.fna",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/single_copy_busco_sequences/30823at2157.faa",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/single_copy_busco_sequences/30823at2157.fna",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/single_copy_busco_sequences/45909at2157.faa",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/single_copy_busco_sequences/45909at2157.fna",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/single_copy_busco_sequences/8293at2157.faa",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/single_copy_busco_sequences/8293at2157.fna",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/single_copy_busco_sequences/9473at2157.faa",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/single_copy_busco_sequences/9473at2157.fna",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/full_table.tsv",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/hmmer_output/.checkpoint",
+                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/hmmer_output/10058at2157.out",
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                 "GenomeBinning/QC/checkm2_summary.tsv",
                 "GenomeBinning/Tiara/tiara_summary.tsv",
                 "GenomeBinning/bin_summary.tsv",
@@ -195,27 +1493,1320 @@
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+                "9804647at2.out:md5,1d589043f93222f81b53235f2c779033",
+                "9804716at2.out:md5,124ca05c367e1da1370f824fe85e784d",
+                "9804753at2.out:md5,bd0902482e7bf8d5299000785ea975be",
+                "9804933at2.out:md5,3e9597e331b62f4a74fefabfd526fe77",
+                "9805007at2.out:md5,05e0603eab42d3c978c494a6f141f150",
+                "9805026at2.out:md5,a002cd5b113f296d8f0f11b9d1c1fbb2",
+                "9805455at2.out:md5,22e1b389312c43bd8af630b4691a5841",
+                "9805462at2.out:md5,d9136e07910b769cd6ce1d83587a765a",
+                "9805609at2.out:md5,3b712fa032aca52a5fa77efd6cab0e93",
+                "9805706at2.out:md5,4f356bf50868dc2256cebe3390e87294",
+                "9805969at2.out:md5,016af1f89b1bd2a71b527dbb4871e957",
+                "9806014at2.out:md5,f2513679c0f60d941f60fe397ddaeab1",
+                "9806135at2.out:md5,4c2e0aab4cd98b46cc1d91d9da642014",
+                "9806197at2.out:md5,8e8e83a947a678e88f0e39ef665ed6cd",
+                "9806379at2.out:md5,4b6d8013aac9d6e3ceb17b9a74ad9bb1",
+                "9806396at2.out:md5,6b7410eb11ad4f999e3ce356683cef5a",
+                "9806415at2.out:md5,401f944f0cef81117ded93ee856435f9",
+                "9806626at2.out:md5,cd3e8f4b8404a440b016e0760e1307b7",
+                "9806637at2.out:md5,41b10bc859420bcadda8fb081067eec4",
+                "9806651at2.out:md5,251f3a6db81896f5d83f1f02b943a9cc",
+                "9806661at2.out:md5,9833dc3ce323e47fe1d12d19a697f5ee",
+                "9806954at2.out:md5,f235494613d2fa2282032de36450d56e",
+                "9807019at2.out:md5,4b490fef378db4370d5cc51d734feb4f",
+                "9807064at2.out:md5,42677eaeafcdbe87a5d6b5ae568e0141",
+                "9807233at2.out:md5,743f7abb8373848fcc2800777deb184c",
+                "9807240at2.out:md5,0ee3a0fc5dce12c315817ea092d8e2d1",
+                "9807416at2.out:md5,c95ebeb50169233619b70ee96d56c86f",
+                "9807419at2.out:md5,3f483b08f50b356dce8d41ee5d2f74c5",
+                "9807458at2.out:md5,e541dce422b8bcf0c7e5301be9995abc",
+                "9807553at2.out:md5,04da24e7972ff2be1d2b6be18ab0566d",
+                "9807653at2.out:md5,19733639cfc0c8a96c8674ed7ee5666a",
+                "9807878at2.out:md5,e6bd40b7d9faa8c172943e27b11f702c",
+                "9808036at2.out:md5,27b33ee91dd7ccfa6f6de0574ac9110e",
+                "9808150at2.out:md5,405e92392b6bc3ec2074557c491d7951",
+                "9808348at2.out:md5,bb87842aa8dc59c8757d9779bf9fe74f",
+                "9808773at2.out:md5,89e5569d064624f2496d7ae516752058",
+                "9808936at2.out:md5,ee87b0bcf2b501fd4eaf62120eb69e15",
+                "9808966at2.out:md5,2ca0bc381709751c372c2ecd159578f8",
+                "9809045at2.out:md5,92f69a81b90ce8d361804d142d6c6e4a",
+                "9809052at2.out:md5,5398fb61a03ac073bb6da61053ef6c5a",
+                "9809073at2.out:md5,31fb6f43cbe0f81504bd2dbb916c8917",
+                "9809075at2.out:md5,47021eb7f606e16deddf201cbc7aa6f4",
+                "9809084at2.out:md5,edb8c3e88e1839f5174640468d482e79",
+                "9809248at2.out:md5,c40025d77dbfaa12fbf944141bdf5405",
+                "9809356at2.out:md5,453e26acf11fdb9d3908c0d10961bf04",
+                "9809796at2.out:md5,bd8d3c1db55eed8699fb1b1a59ce45be",
+                "9810191at2.out:md5,9669408cef41659b465205716f8322d1",
+                "9810293at2.out:md5,d753a638a97307989241cb048abe1e78",
+                "9810939at2.out:md5,931cab6766a79b8425fab04dd1f06448",
+                "9811714at2.out:md5,90a61a20ef3aaca6e3909cd3ef570a7e",
+                "9811748at2.out:md5,a633a0f3a3f4782dab2c2d75f218fa09",
+                "9811804at2.out:md5,bd736d6d98fc0158113b283b72c20e79",
+                "9812008at2.out:md5,7cbaf4eda9684a7351a6a64be9e8acbb",
+                "9812272at2.out:md5,1fcdf368b8d97900046b549c63c772f0",
+                "9812273at2.out:md5,f6af62dc31f0f45c7e7282b6876c4cf5",
+                "9812702at2.out:md5,a9335399af76816e8e5f6bb04d461867",
+                "9812769at2.out:md5,24afa358914e6b09c16a3414a6018534",
+                "9812943at2.out:md5,e6be77798f3e664669a2018c6683854a",
+                "9813334at2.out:md5,0e3c368f7e3630e723e67fa9abf667a5",
+                "9813375at2.out:md5,dc541eaa6c5f29cceb6ae1c40dbe88bb",
+                "9814755at2.out:md5,7b0365ff6faf03a0a558f36838390030",
+                "9815296at2.out:md5,4247ab607726f4aa7ded5180e491e8a0",
+                "missing_busco_list.tsv:md5,9a0cf9372b74f66617a0cbf54aa1a0d0",
+                "marker_genes.fasta:md5,9d59496bea9d8252c76b9a33ec78e9ea",
+                "output_alignment.fasta:md5,641e6948f41ed74c651b8777dbf640ff",
+                "output_alignment_masked.fasta:md5,f5ccc23a28fb6abbf4e6149093493ee9",
+                "output_placement.json:md5,bc3235e932617a08b674e4d8b32ccbe1",
+                "output_rename-json.py:md5,95cb4835c8b71f25c8d7169801197c3d",
+                "short_summary.json:md5,301ad202472d535a3fa47e78a6d33978",
+                "short_summary.txt:md5,5c894b5c722b7582f1b080c1fd68dac4",
+                "refseq_db.faa:md5,0d53f0a1964cc202e99f4851839273a3",
                 "MEGAHIT-MetaBAT2-test_minigut.1.faa:md5,ba436cbba64ce111f228da1e2daac642",
                 "MEGAHIT-MetaBAT2-test_minigut.2.faa:md5,577adc1aa1ebd51fed46f726ad90d9b3",
                 "quality_report.tsv:md5,9365828b072487af69333ecb35353255",
                 "MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut_checkm2_report.tsv:md5,9365828b072487af69333ecb35353255",
+                "busco_summary.tsv:md5,f2108b2ad319f7bdbe1d42c185e34e43",
                 "checkm2_summary.tsv:md5,9365828b072487af69333ecb35353255",
                 "tiara_summary.tsv:md5,6f97d6016921205c7913e54850b52dad",
-                "bin_summary.tsv:md5,8901f5aee83fa37cfce832d60b51687e",
+                "bin_summary.tsv:md5,8078356283a4cbadabc1cd7d23b395b4",
                 "bin_depths_summary.tsv:md5,ef8b1a8aad59ad4f56515d0fb7045a6d"
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2025-08-21T06:18:58.895769923"
+        "timestamp": "2025-10-15T16:47:05.64791633"
     },
     "multiqc": {
         "content": [
             [
                 "multiqc/multiqc_data/BETA-multiqc.parquet",
                 "multiqc/multiqc_data/bowtie2_pe_plot.yaml",
+                "multiqc/multiqc_data/busco_plot_bacteria_odb12.yaml",
                 "multiqc/multiqc_data/checkm2-first-table.yaml",
                 "multiqc/multiqc_data/fastqc-1-status-check-heatmap.yaml",
                 "multiqc/multiqc_data/fastqc-1_per_base_n_content_plot.yaml",
@@ -237,6 +2828,7 @@
                 "multiqc/multiqc_data/multiqc.log",
                 "multiqc/multiqc_data/multiqc_bowtie2.yaml",
                 "multiqc/multiqc_data/multiqc_bowtie2_bowtie2-2.yaml",
+                "multiqc/multiqc_data/multiqc_busco.yaml",
                 "multiqc/multiqc_data/multiqc_checkm2.yaml",
                 "multiqc/multiqc_data/multiqc_citations.yaml",
                 "multiqc/multiqc_data/multiqc_data.json",
@@ -249,6 +2841,8 @@
                 "multiqc/multiqc_data/trimmomatic_plot.yaml",
                 "multiqc/multiqc_plots/pdf/bowtie2_pe_plot-cnt.pdf",
                 "multiqc/multiqc_plots/pdf/bowtie2_pe_plot-pct.pdf",
+                "multiqc/multiqc_plots/pdf/busco_plot_bacteria_odb12-cnt.pdf",
+                "multiqc/multiqc_plots/pdf/busco_plot_bacteria_odb12-pct.pdf",
                 "multiqc/multiqc_plots/pdf/checkm2-first-table.pdf",
                 "multiqc/multiqc_plots/pdf/fastqc-1-status-check-heatmap.pdf",
                 "multiqc/multiqc_plots/pdf/fastqc-1_per_base_n_content_plot.pdf",
@@ -273,6 +2867,8 @@
                 "multiqc/multiqc_plots/pdf/trimmomatic_plot-pct.pdf",
                 "multiqc/multiqc_plots/png/bowtie2_pe_plot-cnt.png",
                 "multiqc/multiqc_plots/png/bowtie2_pe_plot-pct.png",
+                "multiqc/multiqc_plots/png/busco_plot_bacteria_odb12-cnt.png",
+                "multiqc/multiqc_plots/png/busco_plot_bacteria_odb12-pct.png",
                 "multiqc/multiqc_plots/png/checkm2-first-table.png",
                 "multiqc/multiqc_plots/png/fastqc-1-status-check-heatmap.png",
                 "multiqc/multiqc_plots/png/fastqc-1_per_base_n_content_plot.png",
@@ -297,6 +2893,8 @@
                 "multiqc/multiqc_plots/png/trimmomatic_plot-pct.png",
                 "multiqc/multiqc_plots/svg/bowtie2_pe_plot-cnt.svg",
                 "multiqc/multiqc_plots/svg/bowtie2_pe_plot-pct.svg",
+                "multiqc/multiqc_plots/svg/busco_plot_bacteria_odb12-cnt.svg",
+                "multiqc/multiqc_plots/svg/busco_plot_bacteria_odb12-pct.svg",
                 "multiqc/multiqc_plots/svg/checkm2-first-table.svg",
                 "multiqc/multiqc_plots/svg/fastqc-1-status-check-heatmap.svg",
                 "multiqc/multiqc_plots/svg/fastqc-1_per_base_n_content_plot.svg",
@@ -323,6 +2921,7 @@
             ],
             [
                 "bowtie2_pe_plot.yaml:md5,17542811418a01c5c4497e77626bad91",
+                "busco_plot_bacteria_odb12.yaml:md5,ced22c5419b162fcdf74fd7d1c24957c",
                 "checkm2-first-table.yaml:md5,d1141b2bc74b8929807dcd93ece8143d",
                 "fastqc-1-status-check-heatmap.yaml:md5,30f0c0bbefd3e9c549116c8b7cc2ac25",
                 "fastqc-1_per_base_n_content_plot.yaml:md5,f43001053b544ba5585040c18859a098",
@@ -343,8 +2942,9 @@
                 "fastqc_sequence_length_distribution_plot.yaml:md5,78c762e20322ee4d63f869961186c15c",
                 "multiqc_bowtie2.yaml:md5,6607915ea98168dbcad83cda2ec464dc",
                 "multiqc_bowtie2_bowtie2-2.yaml:md5,294c48fecbf1bdc5030550552a32497d",
+                "multiqc_busco.yaml:md5,d5cf765007a8a9398763d24d90abc12a",
                 "multiqc_checkm2.yaml:md5,9b48d1b569bae456409527610b56a2a0",
-                "multiqc_citations.yaml:md5,dcac7876946630b831fad3d816e8050f",
+                "multiqc_citations.yaml:md5,50440bb766620557f852bbd53357a098",
                 "multiqc_fastqc.yaml:md5,f50da8bfd062b9399911ba19b34831db",
                 "multiqc_fastqc_fastqc-1.yaml:md5,4c2c5a5e7b370b0668c1360b7927d0a8",
                 "multiqc_general_stats.yaml:md5,8b8cbb9d6fe349084e3d2fe2ffdecda8",
@@ -356,6 +2956,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-17T11:03:46.82778828"
+        "timestamp": "2025-10-14T17:05:34.925444439"
     }
 }
\ No newline at end of file
diff --git a/tests/test_assembly_input.nf.test.snap b/tests/test_assembly_input.nf.test.snap
index 195f0fe8f..7f69fcb40 100644
--- a/tests/test_assembly_input.nf.test.snap
+++ b/tests/test_assembly_input.nf.test.snap
@@ -24,7 +24,7 @@
                 "BUSCO_UNTAR": {
                     "untar": 1.34
                 },
-                "CONCAT_BINQC_TSV": {
+                "CONCAT_BUSCO_TSV": {
                     "csvtk": "0.31.0"
                 },
                 "CONCOCT_CONCOCT": {
@@ -114,7 +114,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-21T21:09:48.262952969"
+        "timestamp": "2025-10-14T17:09:59.771951529"
     },
     "multiqc": {
         "content": [
diff --git a/tests/test_hybrid.nf.test.snap b/tests/test_hybrid.nf.test.snap
index e86acb32e..41a8a183c 100644
--- a/tests/test_hybrid.nf.test.snap
+++ b/tests/test_hybrid.nf.test.snap
@@ -39,7 +39,7 @@
                 "CHOPPER": {
                     "chopper": "0.8.0"
                 },
-                "CONCAT_BINQC_TSV": {
+                "CONCAT_BUSCO_TSV": {
                     "csvtk": "0.31.0"
                 },
                 "CONVERT_DEPTHS": {
@@ -143,7 +143,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-23T06:14:22.244054866"
+        "timestamp": "2025-10-14T17:15:44.134972578"
     },
     "multiqc": {
         "content": [
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index 1f91e9a6b..2e903c244 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -16,7 +16,7 @@
                 "BUSCO_UNTAR": {
                     "untar": 1.34
                 },
-                "CONCAT_BINQC_TSV": {
+                "CONCAT_BUSCO_TSV": {
                     "csvtk": "0.31.0"
                 },
                 "CONVERT_DEPTHS": {
@@ -124,7 +124,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-23T05:39:42.646278917"
+        "timestamp": "2025-10-14T17:27:14.523808086"
     },
     "multiqc": {
         "content": [
diff --git a/tests/test_longreadonly_alternatives.nf.test.snap b/tests/test_longreadonly_alternatives.nf.test.snap
index a98c83ea1..2b72113e1 100644
--- a/tests/test_longreadonly_alternatives.nf.test.snap
+++ b/tests/test_longreadonly_alternatives.nf.test.snap
@@ -16,7 +16,7 @@
                 "BUSCO_UNTAR": {
                     "untar": 1.34
                 },
-                "CONCAT_BINQC_TSV": {
+                "CONCAT_BUSCO_TSV": {
                     "csvtk": "0.31.0"
                 },
                 "CONVERT_DEPTHS": {
@@ -87,7 +87,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-21T21:30:38.319824244"
+        "timestamp": "2025-10-14T17:30:10.565356544"
     },
     "multiqc": {
         "content": [

From 80f1dc807e36c626dad257bc076e7d9b54d47053 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Thu, 16 Oct 2025 16:22:19 +0200
Subject: [PATCH 212/288] add MetaBinner

---
 CITATIONS.md                             |  4 ++
 conf/modules.config                      | 29 +++++++++++
 modules/local/metabinner/environment.yml |  7 +++
 modules/local/metabinner/main.nf         | 64 ++++++++++++++++++++++++
 nextflow.config                          |  1 +
 nextflow_schema.json                     |  4 ++
 subworkflows/local/binning/main.nf       | 16 ++++++
 7 files changed, 125 insertions(+)
 create mode 100644 modules/local/metabinner/environment.yml
 create mode 100644 modules/local/metabinner/main.nf

diff --git a/CITATIONS.md b/CITATIONS.md
index 2ac707e5b..95ead982f 100644
--- a/CITATIONS.md
+++ b/CITATIONS.md
@@ -48,6 +48,10 @@
 
   > Alneberg, J., Bjarnason, B. S., de Bruijn, I., Schirmer, M., Quick, J., Ijaz, U. Z., Lahti, L., Loman, N. J., Andersson, A. F., & Quince, C. (2014). Binning metagenomic contigs by coverage and composition. Nature Methods, 11(11), 1144–1146. doi: 10.1038/nmeth.3103
 
+- [MetaBinner](https://doi.org/10.1186/s13059-022-02832-6)
+
+  > Wang Z, Huang P, You R, Sun F, Zhu S. MetaBinner: a high-performance and stand-alone ensemble binning method to recover individual genomes from complex microbial communities. Genome Biol. 2023 Jan 6;24(1):1. doi: 10.1186/s13059-022-02832-6. PMID: 36609515; PMCID: PMC9817263.
+
 - [DAS Tool](https://doi.org/10.1038/s41564-018-0171-1)
 
   > Sieber, C. M. K., et al. 2018. "Recovery of Genomes from Metagenomes via a Dereplication, Aggregation and Scoring Strategy." Nature Microbiology 3 (7): 836-43. doi: 10.1038/s41564-018-0171-1
diff --git a/conf/modules.config b/conf/modules.config
index 93a5ae75c..ffd7c09d5 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -806,6 +806,35 @@ process {
         ext.prefix = { "${meta.assembler}-CONCOCT-${meta.id}" }
     }
 
+    withName: METABINNER {
+        publishDir = [
+            [
+                path: { "${params.outdir}/GenomeBinning/MetaBinner/"},
+                mode: params.publish_dir_mode,
+                pattern: 'metabinner_bins/*.fa.gz'
+            ],
+            [
+                path: { "${params.outdir}/GenomeBinning/MetaBinner/discarded" },
+                mode: params.publish_dir_mode,
+                pattern: '*tooShort.fa.gz'
+            ],
+            [
+                path: { "${params.outdir}/GenomeBinning/MetaBinner/discarded" },
+                mode: params.publish_dir_mode,
+                pattern: '*lowDepth.fa.gz'
+            ],
+            [
+                path: { "${params.outdir}/GenomeBinning/MetaBinner/unbinned" },
+                mode: params.publish_dir_mode,
+                pattern: '*unbinned.fa.gz'
+            ]
+        ]
+        ext.prefix = { "${meta.assembler}-MetaBinner-${meta.id}" }
+        ext.args = [
+            params.min_contig_size < 1000 ? "1000" : "${params.min_contig_size}",
+        ].join(' ').trim()
+    }
+
     withName: SEQKIT_STATS {
         ext.args   = ""
         publishDir = [enabled: false]
diff --git a/modules/local/metabinner/environment.yml b/modules/local/metabinner/environment.yml
new file mode 100644
index 000000000..b68c0e6fe
--- /dev/null
+++ b/modules/local/metabinner/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::metabinner=1.4.4-0
\ No newline at end of file
diff --git a/modules/local/metabinner/main.nf b/modules/local/metabinner/main.nf
new file mode 100644
index 000000000..edfd8fd1e
--- /dev/null
+++ b/modules/local/metabinner/main.nf
@@ -0,0 +1,64 @@
+process METABINNER {
+    tag "$meta.id"
+    label 'process_medium'
+
+    conda "${moduleDir}/environment.yml"
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/metabinner:1.4.4--hdfd78af_0' :
+        'quay.io/biocontainers/metabinner:1.4.4--hdfd78af_0' }"
+
+    input:
+    tuple val(meta), path(fasta), path(depth)
+
+    output:
+    tuple val(meta), path("*.tooShort.fa.gz")         , optional:true , emit: tooshort
+    tuple val(meta), path("*.lowDepth.fa.gz")         , optional:true , emit: lowdepth
+    tuple val(meta), path("*.unbinned.fa.gz")         , optional:true , emit: unbinned
+    tuple val(meta), path("*.tsv.gz")                 , optional:true , emit: membership
+    tuple val(meta), path("MetaBinner_bins/*.fa.gz")  , optional:true , emit: bins
+    tuple val(meta), path("*.log.gz")                 , optional:true , emit: log
+    tuple val(meta), path("coverage_profile.tsv")     , optional:true , emit: coverage_profile
+    tuple val(meta), path("*kmer_4_f1000.csv")        , optional:true , emit: composition_profile
+    path "versions.yml"                               , emit: versions
+
+    script:
+    def args   = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    """
+    metabinner_path=\$(dirname \$(which run_metabinner.sh))
+    f="${fasta}"
+    outname=\${f%.*}
+    wd=\$(pwd)
+    
+    # create coverage profile in Metabinner format
+    zcat \${wd}/${depth} | awk '{if (\$2>${args}) print \$0 }' | cut -f -1,4- > coverage_profile.tsv
+    
+    # create composition profile (contigs > ${args} p (default 1000), k = 4)
+    python \${metabinner_path}/scripts/gen_kmer.py ${fasta} ${args} 4
+
+    # filter contigs < ${args} bp from fasta (default 1000)
+    python \${metabinner_path}/scripts/Filter_tooshort.py ${fasta} ${args}
+
+    bash run_metabinner.sh \\
+        -a \${wd}/\${outname}_${args}.fa \\
+        -o \${wd}/${prefix} \\
+        -d \${wd}/coverage_profile.tsv \\
+        -k \${wd}/\${outname}_kmer_4_f${args}.csv \\
+        -t $task.cpus \\
+        -p \${metabinner_path}
+
+    mv ${prefix}/metabinner_res/metabinner_result.tsv ${prefix}.tsv
+    python ${projectDir}/bin/create_metabinner_bins.py ${prefix}.tsv ${fasta} \${wd}/metabinner_bins ${prefix}
+
+    gzip -cn ${prefix} > ${prefix}.tsv.gz
+
+    mv \${outname}_${args}.fa \${outname}.tooShort.fa
+    find ./metabinner_bins/ -name "*.fa" -type f | xargs -t -n 1 bgzip -@ ${task.cpus}
+    find ./metabinner_bins/ -name "*[lowDepth,tooShort,unbinned].fa.gz" -type f -exec mv {} . \\;
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        MetaBinner: 1.4.4-0
+    END_VERSIONS
+    """
+}
\ No newline at end of file
diff --git a/nextflow.config b/nextflow.config
index 05334a48b..3d9c2db24 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -127,6 +127,7 @@ params {
     // binning options
     skip_metabat2                        = false
     skip_maxbin2                         = false
+    skip_metabinner                      = false
     skip_concoct                         = false
     bin_concoct_chunksize                = 10000
     bin_concoct_overlap                  = 0
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 78466fe16..42ddef3ca 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -761,6 +761,10 @@
                     "type": "boolean",
                     "description": "Skip CONCOCT Binning"
                 },
+                "skip_metabinner": {
+                    "type": "boolean",
+                    "description": "Skip MetaBinner Binning"
+                },
                 "min_contig_size": {
                     "type": "integer",
                     "default": 1500,
diff --git a/subworkflows/local/binning/main.nf b/subworkflows/local/binning/main.nf
index 47f543140..4f03c4ac1 100644
--- a/subworkflows/local/binning/main.nf
+++ b/subworkflows/local/binning/main.nf
@@ -7,6 +7,7 @@ include { METABAT2_METABAT2
 include { METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS as METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD } from '../../../modules/nf-core/metabat2/jgisummarizebamcontigdepths/main'
 include { METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS as METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD  } from '../../../modules/nf-core/metabat2/jgisummarizebamcontigdepths/main'
 include { MAXBIN2                                                                                } from '../../../modules/nf-core/maxbin2/main'
+include { METABINNER                                                                             } from '../../../modules/local/metabinner'
 include { GUNZIP as GUNZIP_BINS                                                                  } from '../../../modules/nf-core/gunzip/main'
 include { GUNZIP as GUNZIP_UNBINS                                                                } from '../../../modules/nf-core/gunzip/main'
 include { SEQKIT_STATS                                                                           } from '../../../modules/nf-core/seqkit/stats/main'
@@ -115,6 +116,21 @@ workflow BINNING {
         ch_binning_results_gzipped_final = ch_binning_results_gzipped_final.mix(FASTA_BINNING_CONCOCT.out.bins)
     }
 
+    // MetaBinner
+    if (!params.skip_metabinner) {
+        METABINNER(
+            ch_metabat2_input
+                .map { meta, assembly, depths ->
+                    def meta_new = meta + [binner: 'MetaBinner']
+                    [meta_new, assembly, depths]
+                }
+        )
+        ch_versions = ch_versions.mix(METABINNER.out.versions)
+
+        ch_bins_for_seqkit = ch_bins_for_seqkit.mix( METABINNER.out.bins.transpose() )
+        ch_binning_results_gzipped_final = ch_binning_results_gzipped_final.mix( METABINNER.out.bins )
+    }
+
     // decide which unbinned fasta files to further filter, depending on which binners selected
     // NOTE: CONCOCT does not produce 'unbins' itself, therefore not included here.
     if (!params.skip_metabat2 && params.skip_maxbin2) {

From 213e20a17f07d5f6144ddf6fab0b6d64cc59f29a Mon Sep 17 00:00:00 2001
From: nf-core-bot <core@nf-co.re>
Date: Thu, 16 Oct 2025 14:28:30 +0000
Subject: [PATCH 213/288] [automated] Fix code linting

---
 modules/local/metabinner/environment.yml | 2 +-
 modules/local/metabinner/main.nf         | 6 +++---
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/modules/local/metabinner/environment.yml b/modules/local/metabinner/environment.yml
index b68c0e6fe..9cea0d405 100644
--- a/modules/local/metabinner/environment.yml
+++ b/modules/local/metabinner/environment.yml
@@ -4,4 +4,4 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
-  - bioconda::metabinner=1.4.4-0
\ No newline at end of file
+  - bioconda::metabinner=1.4.4-0
diff --git a/modules/local/metabinner/main.nf b/modules/local/metabinner/main.nf
index edfd8fd1e..0814fe59e 100644
--- a/modules/local/metabinner/main.nf
+++ b/modules/local/metabinner/main.nf
@@ -29,10 +29,10 @@ process METABINNER {
     f="${fasta}"
     outname=\${f%.*}
     wd=\$(pwd)
-    
+
     # create coverage profile in Metabinner format
     zcat \${wd}/${depth} | awk '{if (\$2>${args}) print \$0 }' | cut -f -1,4- > coverage_profile.tsv
-    
+
     # create composition profile (contigs > ${args} p (default 1000), k = 4)
     python \${metabinner_path}/scripts/gen_kmer.py ${fasta} ${args} 4
 
@@ -61,4 +61,4 @@ process METABINNER {
         MetaBinner: 1.4.4-0
     END_VERSIONS
     """
-}
\ No newline at end of file
+}

From 0f6b11daa94af5a5bc088b6703578ae994315da7 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 17 Oct 2025 10:17:16 +0200
Subject: [PATCH 214/288] Debugging backup

---
 subworkflows/local/gtdbtk/main.nf | 16 +++++++++++-----
 1 file changed, 11 insertions(+), 5 deletions(-)

diff --git a/subworkflows/local/gtdbtk/main.nf b/subworkflows/local/gtdbtk/main.nf
index ace6704b3..34a1d6442 100644
--- a/subworkflows/local/gtdbtk/main.nf
+++ b/subworkflows/local/gtdbtk/main.nf
@@ -28,20 +28,26 @@ workflow GTDBTK {
     // 3. Convert completeness/contamination to double for consistency
     //4. add .fa back to bin name if missing
     ch_bin_metrics = ch_bin_qc_summary
+        .dump(tag: 'ch_bin_qc_summary')
         .map { row -> qc_columns[row.bin_qc_tool].collect { col -> row[col] } }
+        .dump(tag: 'post collect')
         .map { row ->
             // Initial order
             // row[0] = bin_qc_tool
             // row[1] = bin name
             // row[2] = completeness
             // row[3] = contamination (Checkm*)/duplication (busco)
-            row = [row[1], row[0]] + row[2..3].collect { value -> "${value}".toDouble() }
+            // TODO ***BUG*** THIS DOESNT WORK FOR SINGLE END CONFIG/CONCOCT .... WHY!?
+            def row_reordered = [row[1], row[0]] + row[2..3].collect { value -> "${value}".toDouble() }
+            println(row_reordered)
             // CheckM / CheckM2 removes the .fa extension from the bin name
-            if (row[1] in ['checkm', 'checkm2']) {
-                row[1] = row[1] + '.fa'
+            if (row_reordered[1] in ['checkm', 'checkm2']) {
+                println('appending')
+                row_reordered[1] = row_reordered[1] + '.fa'
             }
-            row
+            row_reordered
         }
+        .dump(tag: 'row')
 
     // TODO if ch_{}_tsv is not empty, filter it, then union of all
     // Filter bins based on collected metrics: completeness, contamination
@@ -87,7 +93,7 @@ workflow GTDBTK {
     ch_versions = ch_versions.mix(GTDBTK_CLASSIFYWF.out.versions)
 
     GTDBTK_SUMMARY(
-        ch_filtered_bins.discarded.map { it[1] }.collect().ifEmpty([]),
+        ch_filtered_bins.discarded.dump(tag: 'discarded').map { it[1] }.collect().ifEmpty([]),
         GTDBTK_CLASSIFYWF.out.summary.map { it[1] }.collect().ifEmpty([]),
         [],
         [],

From 6665f6e31ac599148483957473eecdf96ac4b9c6 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Fri, 17 Oct 2025 10:28:59 +0200
Subject: [PATCH 215/288] add script to bin

---
 bin/create_metabinner_bins.py    | 36 ++++++++++++++++++++++++++++++++
 modules/local/metabinner/main.nf |  4 ++--
 2 files changed, 38 insertions(+), 2 deletions(-)
 create mode 100644 bin/create_metabinner_bins.py

diff --git a/bin/create_metabinner_bins.py b/bin/create_metabinner_bins.py
new file mode 100644
index 000000000..7b67a3f2c
--- /dev/null
+++ b/bin/create_metabinner_bins.py
@@ -0,0 +1,36 @@
+#!/usr/bin/env python
+
+import sys
+import os
+from Bio import SeqIO
+
+binning = sys.argv[1]
+fasta = sys.argv[2]
+path = sys.argv[3]
+prefix = sys.argv[4]
+
+try:
+    os.mkdir(path)
+except OSerror as error:
+    pass
+
+Metabinner_bins = {}
+with open(binning, 'r') as b:
+    for line in b:
+        contig, bin = line.strip().split('\t')
+        Metabinner_bins[contig] = bin
+
+for outf in set(Metabinner_bins.values()):
+    name = prefix + outf + ".fa"
+    open(os.path.join(path, name), 'w')
+
+with open(fasta) as handle:
+    for record in SeqIO.parse(handle, "fasta"):
+        if len(record) < 1000:
+            f = "tooShort.fa"
+        elif record.id not in Metabinner_bins:
+            f = "unbinned.fa"
+        else:
+            f = prefix + Metabinner_bins[record.id] + ".fa"
+        with open(os.path.join(path, f), 'a') as out:
+            SeqIO.write(record, out, "fasta")
diff --git a/modules/local/metabinner/main.nf b/modules/local/metabinner/main.nf
index 0814fe59e..cbf156c4d 100644
--- a/modules/local/metabinner/main.nf
+++ b/modules/local/metabinner/main.nf
@@ -44,11 +44,11 @@ process METABINNER {
         -o \${wd}/${prefix} \\
         -d \${wd}/coverage_profile.tsv \\
         -k \${wd}/\${outname}_kmer_4_f${args}.csv \\
-        -t $task.cpus \\
+        -t ${task.cpus} \\
         -p \${metabinner_path}
 
     mv ${prefix}/metabinner_res/metabinner_result.tsv ${prefix}.tsv
-    python ${projectDir}/bin/create_metabinner_bins.py ${prefix}.tsv ${fasta} \${wd}/metabinner_bins ${prefix}
+    python create_metabinner_bins.py ${prefix}.tsv ${fasta} \${wd}/metabinner_bins ${prefix}
 
     gzip -cn ${prefix} > ${prefix}.tsv.gz
 

From bbdc652c9a30b8334ce03d7e9d857c35cd79fa1e Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 17 Oct 2025 11:47:51 +0200
Subject: [PATCH 216/288] Simplify code

---
 conf/modules.config               | 24 ------------------
 subworkflows/local/bin_qc/main.nf | 42 ++++++++++++++-----------------
 2 files changed, 19 insertions(+), 47 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 9567b61f9..1e739cdb8 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -511,30 +511,6 @@ process {
             saveAs: { filename -> filename.equals('versions.yml') ? null : filename },
         ]
     }
-    withName: CONCAT_BUSCO_TSV {
-        ext.prefix = { "busco_summary" }
-        publishDir = [
-            path: { "${params.outdir}/GenomeBinning/QC" },
-            mode: params.publish_dir_mode,
-            saveAs: { filename -> filename.equals('versions.yml') ? null : filename },
-        ]
-    }
-    withName: CONCAT_CHECKM_TSV {
-        ext.prefix = { "checkm_summary" }
-        publishDir = [
-            path: { "${params.outdir}/GenomeBinning/QC" },
-            mode: params.publish_dir_mode,
-            saveAs: { filename -> filename.equals('versions.yml') ? null : filename },
-        ]
-    }
-    withName: CONCAT_CHECKM2_TSV {
-        ext.prefix = { "checkm2_summary" }
-        publishDir = [
-            path: { "${params.outdir}/GenomeBinning/QC" },
-            mode: params.publish_dir_mode,
-            saveAs: { filename -> filename.equals('versions.yml') ? null : filename },
-        ]
-    }
 
     withName: 'CONCAT_BUSCO_TSV|CONCAT_CHECKM_TSV|CONCAT_CHECKM2_TSV' {
         ext.prefix = { "${meta.id}_summary" }
diff --git a/subworkflows/local/bin_qc/main.nf b/subworkflows/local/bin_qc/main.nf
index e664cce31..71456274b 100644
--- a/subworkflows/local/bin_qc/main.nf
+++ b/subworkflows/local/bin_qc/main.nf
@@ -26,6 +26,10 @@ workflow BIN_QC {
     ch_input_bins_for_qc = ch_bins.transpose()
     ch_versions = Channel.empty()
     ch_multiqc_files = Channel.empty()
+    ch_busco_final_summaries = Channel.empty()
+    ch_checkm_final_summaries = Channel.empty()
+    ch_checkm2_final_summaries = Channel.empty()
+
 
     /*
     ================================
@@ -107,6 +111,11 @@ workflow BIN_QC {
         ch_multiqc_files = ch_multiqc_files.mix(
             BUSCO_BUSCO.out.short_summaries_txt.map { it[1] }.flatten()
         )
+
+        CONCAT_BUSCO_TSV(ch_busco_summaries, 'tsv', 'tsv')
+        ch_versions = ch_versions.mix(CONCAT_BUSCO_TSV.out.versions)
+        ch_busco_final_summaries = ch_busco_final_summaries.mix(CONCAT_BUSCO_TSV.out.csv.map { it[1] })
+        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_BUSCO_TSV.out.csv.splitCsv(header: true, sep: '\t').map { _meta, summary -> [bin_qc_tool: 'busco'] + summary })
     }
     if (params.run_checkm) {
         /*
@@ -140,6 +149,11 @@ workflow BIN_QC {
         ch_multiqc_files = ch_multiqc_files.mix(
             CHECKM_QA.out.output.map { it[1] }.flatten()
         )
+
+        CONCAT_CHECKM_TSV(ch_checkm_summaries, 'tsv', 'tsv')
+        ch_versions = ch_versions.mix(CONCAT_CHECKM_TSV.out.versions)
+        ch_checkm_final_summaries = ch_checkm_final_summaries.mix(CONCAT_CHECKM_TSV.out.csv.map { it[1] })
+        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_CHECKM_TSV.out.csv.splitCsv(header: true, sep: '\t').map { _meta, summary -> [bin_qc_tool: 'checkm'] + summary })
     }
     if (params.run_checkm2) {
         /*
@@ -154,6 +168,11 @@ workflow BIN_QC {
         ch_multiqc_files = ch_multiqc_files.mix(
             CHECKM2_PREDICT.out.checkm2_tsv.map { it[1] }.flatten()
         )
+
+        CONCAT_CHECKM2_TSV(ch_checkm2_summaries, 'tsv', 'tsv')
+        ch_versions = ch_versions.mix(CONCAT_CHECKM2_TSV.out.versions)
+        ch_checkm2_final_summaries = ch_checkm2_final_summaries.mix(CONCAT_CHECKM2_TSV.out.csv.map { it[1] })
+        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_CHECKM2_TSV.out.csv.splitCsv(header: true, sep: '\t').map { _meta, summary -> [bin_qc_tool: 'checkm2'] + summary })
     }
 
     if (params.run_gunc) {
@@ -199,29 +218,6 @@ workflow BIN_QC {
                 )
         }
     }
-    // Combine QC summaries (same process for all tools)
-    ch_busco_final_summaries = Channel.empty()
-    ch_checkm_final_summaries = Channel.empty()
-    ch_checkm2_final_summaries = Channel.empty()
-
-    if (params.run_busco) {
-        CONCAT_BUSCO_TSV(ch_busco_summaries, 'tsv', 'tsv')
-        ch_versions = ch_versions.mix(CONCAT_BUSCO_TSV.out.versions)
-        ch_busco_final_summaries = ch_busco_final_summaries.mix(CONCAT_BUSCO_TSV.out.csv.map { it[1] })
-        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_BUSCO_TSV.out.csv.splitCsv(header: true, sep: '\t').map { _meta, summary -> [bin_qc_tool: 'busco'] + summary })
-    }
-    if (params.run_checkm) {
-        CONCAT_CHECKM_TSV(ch_checkm_summaries, 'tsv', 'tsv')
-        ch_versions = ch_versions.mix(CONCAT_CHECKM_TSV.out.versions)
-        ch_checkm_final_summaries = ch_checkm_final_summaries.mix(CONCAT_CHECKM_TSV.out.csv.map { it[1] })
-        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_CHECKM_TSV.out.csv.splitCsv(header: true, sep: '\t').map { _meta, summary -> [bin_qc_tool: 'checkm'] + summary })
-    }
-    if (params.run_checkm2) {
-        CONCAT_CHECKM2_TSV(ch_checkm2_summaries, 'tsv', 'tsv')
-        ch_versions = ch_versions.mix(CONCAT_CHECKM2_TSV.out.versions)
-        ch_checkm2_final_summaries = ch_checkm2_final_summaries.mix(CONCAT_CHECKM2_TSV.out.csv.map { it[1] })
-        ch_qc_summaries = ch_qc_summaries.mix(CONCAT_CHECKM2_TSV.out.csv.splitCsv(header: true, sep: '\t').map { _meta, summary -> [bin_qc_tool: 'checkm2'] + summary })
-    }
 
     emit:
     qc_summaries    = ch_qc_summaries

From 838015d436ffbb44557ff248190d87bc9e5ebf5d Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 17 Oct 2025 12:47:12 +0200
Subject: [PATCH 217/288] Apply suggestions from code review

---
 workflows/mag.nf | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/workflows/mag.nf b/workflows/mag.nf
index 06b26450d..9e75b764c 100644
--- a/workflows/mag.nf
+++ b/workflows/mag.nf
@@ -386,7 +386,6 @@ workflow MAG {
         if (!params.skip_binqc) {
             BIN_QC(ch_input_for_postbinning)
             ch_versions = ch_versions.mix(BIN_QC.out.versions)
-            // TODO update, probably needed to update. Just remember this is now a list
             ch_bin_qc_summary = BIN_QC.out.qc_summaries
             ch_busco_summary = BIN_QC.out.busco_summary
             ch_checkm_summary = BIN_QC.out.checkm_summary
@@ -451,7 +450,6 @@ workflow MAG {
         else {
             ch_gtdbtk_summary = Channel.empty()
         }
-        // TODO update
         if ((!params.skip_binqc) || !params.skip_quast || !params.skip_gtdbtk) {
             BIN_SUMMARY(
                 ch_input_for_binsummary,
@@ -569,7 +567,6 @@ workflow MAG {
     if (!params.skip_binning && !params.skip_prokka) {
         ch_multiqc_files = ch_multiqc_files.mix(PROKKA.out.txt.collect { it[1] }.ifEmpty([]))
     }
-    // TODO update to get all QC files
     if (!params.skip_binning && !params.skip_binqc) {
         ch_multiqc_files = ch_multiqc_files.mix(BIN_QC.out.multiqc_files.collect().ifEmpty([]))
     }

From 0cb4010961364a48b3b5d1523f6316c6c75220bb Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 17 Oct 2025 13:47:47 +0200
Subject: [PATCH 218/288] Update code to correctly append extension to bin
 names in GTDB-Tk subworkflow

---
 subworkflows/local/gtdbtk/main.nf  | 7 +------
 tests/test_single_end.nf.test.snap | 4 ++--
 2 files changed, 3 insertions(+), 8 deletions(-)

diff --git a/subworkflows/local/gtdbtk/main.nf b/subworkflows/local/gtdbtk/main.nf
index 34a1d6442..8267ec269 100644
--- a/subworkflows/local/gtdbtk/main.nf
+++ b/subworkflows/local/gtdbtk/main.nf
@@ -28,22 +28,17 @@ workflow GTDBTK {
     // 3. Convert completeness/contamination to double for consistency
     //4. add .fa back to bin name if missing
     ch_bin_metrics = ch_bin_qc_summary
-        .dump(tag: 'ch_bin_qc_summary')
         .map { row -> qc_columns[row.bin_qc_tool].collect { col -> row[col] } }
-        .dump(tag: 'post collect')
         .map { row ->
             // Initial order
             // row[0] = bin_qc_tool
             // row[1] = bin name
             // row[2] = completeness
             // row[3] = contamination (Checkm*)/duplication (busco)
-            // TODO ***BUG*** THIS DOESNT WORK FOR SINGLE END CONFIG/CONCOCT .... WHY!?
             def row_reordered = [row[1], row[0]] + row[2..3].collect { value -> "${value}".toDouble() }
-            println(row_reordered)
             // CheckM / CheckM2 removes the .fa extension from the bin name
             if (row_reordered[1] in ['checkm', 'checkm2']) {
-                println('appending')
-                row_reordered[1] = row_reordered[1] + '.fa'
+                row_reordered[0] = row_reordered[0] + '.fa'
             }
             row_reordered
         }
diff --git a/tests/test_single_end.nf.test.snap b/tests/test_single_end.nf.test.snap
index ab3d2a9f5..53e45c209 100644
--- a/tests/test_single_end.nf.test.snap
+++ b/tests/test_single_end.nf.test.snap
@@ -63,7 +63,7 @@
                 "CHECKM_UNTAR": {
                     "untar": 1.34
                 },
-                "CONCAT_BINQC_TSV": {
+                "CONCAT_CHECKM_TSV": {
                     "csvtk": "0.31.0"
                 },
                 "CONCOCT_CONCOCT": {
@@ -176,7 +176,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-09-23T05:27:59.482377509"
+        "timestamp": "2025-10-17T11:58:47.236636525"
     },
     "multiqc": {
         "content": [

From a165949dccf17b86dcc0d95930607b933d2fb979 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 17 Oct 2025 19:11:13 +0200
Subject: [PATCH 219/288] Activate busco clean to remove variable intermediate
 files

---
 conf/test_alternatives.config        |    1 +
 tests/test_alternatives.nf.test.snap | 2546 +-------------------------
 2 files changed, 21 insertions(+), 2526 deletions(-)

diff --git a/conf/test_alternatives.config b/conf/test_alternatives.config
index e2dd92de7..bfe4cf70d 100644
--- a/conf/test_alternatives.config
+++ b/conf/test_alternatives.config
@@ -28,6 +28,7 @@ params {
     input                      = params.pipelines_testdata_base_path + 'mag/samplesheets/samplesheet.v4.csv'
     clip_tool                  = 'trimmomatic'
     run_busco                  = true
+    busco_clean                = true
     run_checkm2                = true
     bin_domain_classification  = true
     skip_spades                = true
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index 293ac69ea..d7dcdd209 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -7,9 +7,9 @@
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nextflow": "25.04.7"
         },
-        "timestamp": "2025-08-21T06:18:59.114965285"
+        "timestamp": "2025-10-17T16:58:57.428040987"
     },
     "-profile test_alternatives": {
         "content": [
@@ -113,7 +113,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-10-14T17:05:30.90889198"
+        "timestamp": "2025-10-17T16:58:42.262727541"
     },
     "qc": {
         "content": [
@@ -184,440 +184,6 @@
                 "GenomeBinning/QC/BUSCO/test_minigut/short_summary.specific.bacteria_odb12.MEGAHIT-MetaBAT2-test_minigut.2.fa.txt",
                 "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco.batch_summary.txt",
                 "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/.bbtools_output/.checkpoint",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/fragmented_busco_sequences/44091at2157.faa",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/fragmented_busco_sequences/44091at2157.fna",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/fragmented_busco_sequences/8658at2157.faa",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/fragmented_busco_sequences/8658at2157.fna",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/fragmented_busco_sequences/8904at2157.faa",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/fragmented_busco_sequences/8904at2157.fna",
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-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/auto_lineage/run_archaea_odb12/busco_sequences/single_copy_busco_sequences/8293at2157.faa",
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-                "9801549at2.out:md5,c818d83220ec87923c7dcef006143733",
-                "9801753at2.out:md5,19933819cb8dfb00626002f756432476",
-                "9802065at2.out:md5,e43b0efa2bbbf42f5b7c89aa3119e347",
-                "9802219at2.out:md5,101428abc3f2abcf152a15f1220bf03a",
-                "9802304at2.out:md5,b7aff837a7a20c62021604bde01edf79",
-                "9802309at2.out:md5,25976b14c6519df7c7d351cf45ca3838",
-                "9802366at2.out:md5,679b7933d0d67bdfb7d66da013401167",
-                "9802408at2.out:md5,647365ebb0e3d1f7ac97fb5933fd6bd1",
-                "9802554at2.out:md5,f3befa14f5a8e6aafb307733bde28fbb",
-                "9802589at2.out:md5,7f1015b4ad99445c663b37b57c0a4065",
-                "9802617at2.out:md5,fd2ea213cd4015255f8371d38296d8c0",
-                "9802672at2.out:md5,21bcdbb333b1afe63199f5ab3bb359bd",
-                "9803017at2.out:md5,1d3fd542acdabf8540aef3ba59e33b46",
-                "9803201at2.out:md5,8acd9720a1ad3af6fa9a7766cf757b85",
-                "9803250at2.out:md5,f467d22526c147c31bef1d2883850e10",
-                "9803420at2.out:md5,bf99378112c3842a6f0a3225ea763f6e",
-                "9803474at2.out:md5,010bcc481603e54d94db316fcc19e827",
-                "9803541at2.out:md5,f69a3b7614713df404c9f391dfef9747",
-                "9803610at2.out:md5,2e5307d4c4890094e9a81ac16fa5b2bf",
-                "9803667at2.out:md5,248d9b47001b1245772f766d20136817",
-                "9803672at2.out:md5,977848dffa968cf3777239a6934b6015",
-                "9803740at2.out:md5,7e5f7cabe6dd0ab99c0262fcb9b5b7cb",
-                "9803773at2.out:md5,435d84d3ae41db0ca51c97fa23c3a539",
-                "9803884at2.out:md5,6091901c405740c8844ba19b2e8dfaa0",
-                "9803954at2.out:md5,eb399acf702d5ee1bd1522b5ab26de98",
-                "9803965at2.out:md5,872d17e910a145d01d907c7017d4d036",
-                "9804006at2.out:md5,b02db65312ad1b3f9f22e830a9b37277",
-                "9804072at2.out:md5,7c62ede3373d92a09c44123ef14d0378",
-                "9804243at2.out:md5,73e977c55b9f31a9b47fa90018b56c33",
-                "9804305at2.out:md5,445358e03becadd407c63165f24cdc72",
-                "9804464at2.out:md5,7d2a5182757abf435d3a49fdc00e1986",
-                "9804478at2.out:md5,9b8bad81af3ef71f1400240a5b563930",
-                "9804647at2.out:md5,1d589043f93222f81b53235f2c779033",
-                "9804716at2.out:md5,124ca05c367e1da1370f824fe85e784d",
-                "9804753at2.out:md5,bd0902482e7bf8d5299000785ea975be",
-                "9804933at2.out:md5,3e9597e331b62f4a74fefabfd526fe77",
-                "9805007at2.out:md5,05e0603eab42d3c978c494a6f141f150",
-                "9805026at2.out:md5,a002cd5b113f296d8f0f11b9d1c1fbb2",
-                "9805455at2.out:md5,22e1b389312c43bd8af630b4691a5841",
-                "9805462at2.out:md5,d9136e07910b769cd6ce1d83587a765a",
-                "9805609at2.out:md5,3b712fa032aca52a5fa77efd6cab0e93",
-                "9805706at2.out:md5,4f356bf50868dc2256cebe3390e87294",
-                "9805969at2.out:md5,016af1f89b1bd2a71b527dbb4871e957",
-                "9806014at2.out:md5,f2513679c0f60d941f60fe397ddaeab1",
-                "9806135at2.out:md5,4c2e0aab4cd98b46cc1d91d9da642014",
-                "9806197at2.out:md5,8e8e83a947a678e88f0e39ef665ed6cd",
-                "9806379at2.out:md5,4b6d8013aac9d6e3ceb17b9a74ad9bb1",
-                "9806396at2.out:md5,6b7410eb11ad4f999e3ce356683cef5a",
-                "9806415at2.out:md5,401f944f0cef81117ded93ee856435f9",
-                "9806626at2.out:md5,cd3e8f4b8404a440b016e0760e1307b7",
-                "9806637at2.out:md5,41b10bc859420bcadda8fb081067eec4",
-                "9806651at2.out:md5,251f3a6db81896f5d83f1f02b943a9cc",
-                "9806661at2.out:md5,9833dc3ce323e47fe1d12d19a697f5ee",
-                "9806954at2.out:md5,f235494613d2fa2282032de36450d56e",
-                "9807019at2.out:md5,4b490fef378db4370d5cc51d734feb4f",
-                "9807064at2.out:md5,42677eaeafcdbe87a5d6b5ae568e0141",
-                "9807233at2.out:md5,743f7abb8373848fcc2800777deb184c",
-                "9807240at2.out:md5,0ee3a0fc5dce12c315817ea092d8e2d1",
-                "9807416at2.out:md5,c95ebeb50169233619b70ee96d56c86f",
-                "9807419at2.out:md5,3f483b08f50b356dce8d41ee5d2f74c5",
-                "9807458at2.out:md5,e541dce422b8bcf0c7e5301be9995abc",
-                "9807553at2.out:md5,04da24e7972ff2be1d2b6be18ab0566d",
-                "9807653at2.out:md5,19733639cfc0c8a96c8674ed7ee5666a",
-                "9807878at2.out:md5,e6bd40b7d9faa8c172943e27b11f702c",
-                "9808036at2.out:md5,27b33ee91dd7ccfa6f6de0574ac9110e",
-                "9808150at2.out:md5,405e92392b6bc3ec2074557c491d7951",
-                "9808348at2.out:md5,bb87842aa8dc59c8757d9779bf9fe74f",
-                "9808773at2.out:md5,89e5569d064624f2496d7ae516752058",
-                "9808936at2.out:md5,ee87b0bcf2b501fd4eaf62120eb69e15",
-                "9808966at2.out:md5,2ca0bc381709751c372c2ecd159578f8",
-                "9809045at2.out:md5,92f69a81b90ce8d361804d142d6c6e4a",
-                "9809052at2.out:md5,5398fb61a03ac073bb6da61053ef6c5a",
-                "9809073at2.out:md5,31fb6f43cbe0f81504bd2dbb916c8917",
-                "9809075at2.out:md5,47021eb7f606e16deddf201cbc7aa6f4",
-                "9809084at2.out:md5,edb8c3e88e1839f5174640468d482e79",
-                "9809248at2.out:md5,c40025d77dbfaa12fbf944141bdf5405",
-                "9809356at2.out:md5,453e26acf11fdb9d3908c0d10961bf04",
-                "9809796at2.out:md5,bd8d3c1db55eed8699fb1b1a59ce45be",
-                "9810191at2.out:md5,9669408cef41659b465205716f8322d1",
-                "9810293at2.out:md5,d753a638a97307989241cb048abe1e78",
-                "9810939at2.out:md5,931cab6766a79b8425fab04dd1f06448",
-                "9811714at2.out:md5,90a61a20ef3aaca6e3909cd3ef570a7e",
-                "9811748at2.out:md5,a633a0f3a3f4782dab2c2d75f218fa09",
-                "9811804at2.out:md5,bd736d6d98fc0158113b283b72c20e79",
-                "9812008at2.out:md5,7cbaf4eda9684a7351a6a64be9e8acbb",
-                "9812272at2.out:md5,1fcdf368b8d97900046b549c63c772f0",
-                "9812273at2.out:md5,f6af62dc31f0f45c7e7282b6876c4cf5",
-                "9812702at2.out:md5,a9335399af76816e8e5f6bb04d461867",
-                "9812769at2.out:md5,24afa358914e6b09c16a3414a6018534",
-                "9812943at2.out:md5,e6be77798f3e664669a2018c6683854a",
-                "9813334at2.out:md5,0e3c368f7e3630e723e67fa9abf667a5",
-                "9813375at2.out:md5,dc541eaa6c5f29cceb6ae1c40dbe88bb",
-                "9814755at2.out:md5,7b0365ff6faf03a0a558f36838390030",
-                "9815296at2.out:md5,4247ab607726f4aa7ded5180e491e8a0",
-                "missing_busco_list.tsv:md5,9a0cf9372b74f66617a0cbf54aa1a0d0",
-                "marker_genes.fasta:md5,9d59496bea9d8252c76b9a33ec78e9ea",
-                "output_alignment.fasta:md5,641e6948f41ed74c651b8777dbf640ff",
-                "output_alignment_masked.fasta:md5,f5ccc23a28fb6abbf4e6149093493ee9",
-                "output_placement.json:md5,bc3235e932617a08b674e4d8b32ccbe1",
-                "output_rename-json.py:md5,95cb4835c8b71f25c8d7169801197c3d",
-                "short_summary.json:md5,301ad202472d535a3fa47e78a6d33978",
-                "short_summary.txt:md5,5c894b5c722b7582f1b080c1fd68dac4",
                 "refseq_db.faa:md5,0d53f0a1964cc202e99f4851839273a3",
                 "MEGAHIT-MetaBAT2-test_minigut.1.faa:md5,ba436cbba64ce111f228da1e2daac642",
                 "MEGAHIT-MetaBAT2-test_minigut.2.faa:md5,577adc1aa1ebd51fed46f726ad90d9b3",
@@ -2799,7 +293,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-10-15T16:47:05.64791633"
+        "timestamp": "2025-10-17T17:37:15.330771375"
     },
     "multiqc": {
         "content": [
@@ -2956,6 +450,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-10-14T17:05:34.925444439"
+        "timestamp": "2025-10-17T16:58:55.2144964"
     }
 }
\ No newline at end of file

From 3aeaecf52012fb7245c7ab5ca0aa95a9152ca7dd Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 17 Oct 2025 22:10:23 +0200
Subject: [PATCH 220/288] Ignore variable md5sums and names only

---
 tests/.nftignore                     |  4 ++++
 tests/test_alternatives.nf.test.snap | 34 +---------------------------
 2 files changed, 5 insertions(+), 33 deletions(-)

diff --git a/tests/.nftignore b/tests/.nftignore
index 109b1891a..97d281434 100644
--- a/tests/.nftignore
+++ b/tests/.nftignore
@@ -6,6 +6,10 @@ GenomeBinning/depths/bins/*.png
 GenomeBinning/MetaBAT2/unbinned/discarded/*.unbinned.pooled.fa.gz
 GenomeBinning/QC/CheckM2/**/DIAMOND_RESULTS.tsv
 GenomeBinning/QC/CheckM2/*/checkm2.log
+GenomeBinning/QC/BUSCO/**/*.log
+GenomeBinning/QC/BUSCO/**/.checkpoint
+GenomeBinning/QC/BUSCO/**/*.json
+GenomeBinning/QC/BUSCO/**/*.txt
 multiqc/multiqc_data/BETA-multiqc.parquet
 multiqc/multiqc_data/fastqc_top_overrepresented_sequences_table.txt
 multiqc/multiqc_data/multiqc_data.json
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index d7dcdd209..ac6f99cc9 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -240,41 +240,9 @@
                 "MEGAHIT-MetaBAT2-test_minigut_sample2.tooShort.fa.gz:md5,f9479e7fb34586a2892cd7bc323d414a",
                 "MEGAHIT-MetaBAT2-test_minigut.unbinned.remaining.fa.gz:md5,7ac001a38113812061f8ef5c94e3f579",
                 "MEGAHIT-MetaBAT2-test_minigut_sample2.unbinned.remaining.fa.gz:md5,e1a969d6e292e10a81ef4236907984a9",
-                "short_summary.specific.bacteria_odb12.MEGAHIT-MetaBAT2-test_minigut.1.fa.json:md5,46b61a0a9e14981e8e51f2a3f4e27014",
-                "short_summary.specific.bacteria_odb12.MEGAHIT-MetaBAT2-test_minigut.1.fa.txt:md5,df3111ca9db622c3059151bfd2d5392d",
-                "short_summary.specific.bacteria_odb12.MEGAHIT-MetaBAT2-test_minigut.2.fa.json:md5,b6b0c7e6f4767d06013a6187d3bbc63f",
-                "short_summary.specific.bacteria_odb12.MEGAHIT-MetaBAT2-test_minigut.2.fa.txt:md5,d8ae12d9ef2ad7f775898443e6c3486e",
-                "test_minigut-auto-busco.batch_summary.txt:md5,f2108b2ad319f7bdbe1d42c185e34e43",
-                "test_minigut-auto-busco.log:md5,72ae7990d0afdf7d5843519d88d532a9",
-                "bbtools_err.log:md5,d41d8cd98f00b204e9800998ecf8427e",
-                "bbtools_out.log:md5,52cf0652119d5295bb80046d1459ad1f",
-                "hmmsearch_err.log:md5,d41d8cd98f00b204e9800998ecf8427e",
-                "hmmsearch_out.log:md5,ace39b57b6b99ec6122d6a8d3bd7f1d7",
-                "miniprot_align_eukaryota_odb12_err.log:md5,1f2c3c9449dae4c0c6e35265918fc3cd",
-                "miniprot_align_eukaryota_odb12_out.log:md5,a8e5d54023a6bd3a8c48d2c182a43a2e",
-                "miniprot_index_err.log:md5,299177434904553631b26bb50c8ba7d6",
-                "miniprot_index_out.log:md5,d41d8cd98f00b204e9800998ecf8427e",
-                "prodigal_err.log:md5,f87045898532e24579e62b138d3b030a",
-                "prodigal_out.log:md5,88b44016b2556159e16632f9aa6ff57e",
-                "sepp_err.log:md5,db768a76894002e4b846f33ccfe383ab",
-                "sepp_out.log:md5,fca88f012fec41587b7be2d3227e1866",
-                ".checkpoint:md5,555e5ba6c90cb7a37da66e22c5ac3193",
                 "predicted.faa:md5,8e0d0014fb0a1e56fa8b8f47e20f2bcf",
                 "predicted.fna:md5,e4dc769d029b05cfe724cfa5ef214f10",
                 "refseq_db.faa:md5,0d53f0a1964cc202e99f4851839273a3",
-                "bbtools_err.log:md5,d41d8cd98f00b204e9800998ecf8427e",
-                "bbtools_out.log:md5,9b0830f5394d37c6e02f6275e3fc0932",
-                "hmmsearch_err.log:md5,d41d8cd98f00b204e9800998ecf8427e",
-                "hmmsearch_out.log:md5,145c3a39fb90fc77054d6b7e82ed6c38",
-                "miniprot_align_eukaryota_odb12_err.log:md5,0ab341e984906613b1eb0318a16fd767",
-                "miniprot_align_eukaryota_odb12_out.log:md5,217f001906de8dff78ee14811984ed14",
-                "miniprot_index_err.log:md5,b190fa27699fd8185f04dc9b72221168",
-                "miniprot_index_out.log:md5,d41d8cd98f00b204e9800998ecf8427e",
-                "prodigal_err.log:md5,e5b937e6083cbed764e13225ef808a5b",
-                "prodigal_out.log:md5,a78b6187120039da835ef51c24ea2d7a",
-                "sepp_err.log:md5,cd8f278a6ff8a5054ce913da4f8a1f40",
-                "sepp_out.log:md5,fca88f012fec41587b7be2d3227e1866",
-                ".checkpoint:md5,f5ee8841db34e83412feb553c8ebab26",
                 "predicted.faa:md5,5e5160a0e0af28ccccd6459e887269ee",
                 "predicted.fna:md5,df236064ad2e0c699c029a89a6267bcf",
                 "refseq_db.faa:md5,0d53f0a1964cc202e99f4851839273a3",
@@ -293,7 +261,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-10-17T17:37:15.330771375"
+        "timestamp": "2025-10-17T20:01:10.414931492"
     },
     "multiqc": {
         "content": [

From 5127543fe4d4f60b09dc59d11b9e36c8a88d8a7a Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 21 Oct 2025 15:33:29 +0200
Subject: [PATCH 221/288] Allow duplicats because multiple QC tools per bin

---
 conf/test_single_end.config       |  1 +
 subworkflows/local/gtdbtk/main.nf | 19 ++++++++++---------
 2 files changed, 11 insertions(+), 9 deletions(-)

diff --git a/conf/test_single_end.config b/conf/test_single_end.config
index 7c144b67c..c9b61b0af 100644
--- a/conf/test_single_end.config
+++ b/conf/test_single_end.config
@@ -50,6 +50,7 @@ params {
     genomad_db                           = null
     // 'https://zenodo.org/records/11945948/files/genomad_microdb.tar.gz'
     gtdb_db                              = params.pipelines_testdata_base_path + 'mag/databases/gtdbtk/gtdbtk_mockup_20250422.tar.gz'
+    gtdbtk_min_completeness              = 6.39
     cat_db                               = params.pipelines_testdata_base_path + 'mag/databases/cat/minigut_cat.tar.gz'
     cat_no_suggestive_asterisks          = true
 }
diff --git a/subworkflows/local/gtdbtk/main.nf b/subworkflows/local/gtdbtk/main.nf
index 8267ec269..b23a7d10b 100644
--- a/subworkflows/local/gtdbtk/main.nf
+++ b/subworkflows/local/gtdbtk/main.nf
@@ -40,9 +40,8 @@ workflow GTDBTK {
             if (row_reordered[1] in ['checkm', 'checkm2']) {
                 row_reordered[0] = row_reordered[0] + '.fa'
             }
-            row_reordered
+            return row_reordered
         }
-        .dump(tag: 'row')
 
     // TODO if ch_{}_tsv is not empty, filter it, then union of all
     // Filter bins based on collected metrics: completeness, contamination
@@ -52,12 +51,14 @@ workflow GTDBTK {
     ch_filtered_bins = ch_bins
         .transpose()
         .map { meta, bin -> [bin.getName(), bin, meta] }
-        .join(ch_bin_metrics, failOnDuplicate: true)
-        .map { _bin_name, bin, meta, _bin_qc_tool, completeness, contamination -> [meta, bin, completeness, contamination] }
-        .branch { meta, bin, completeness, contamination ->
-            passed: (completeness != -1 && completeness >= params.gtdbtk_min_completeness && contamination != -1 && contamination <= params.gtdbtk_max_contamination)
+        .join(ch_bin_metrics)
+        .map { bin_name, bin, meta, _bin_qc_tool, completeness, contamination -> [bin_name, meta, bin, completeness, contamination] }
+        .groupTuple(by: 0)
+        .dump(tag: 'group_tuple')
+        .branch { _bin_name, meta, bin, completeness, contamination ->
+            passed: (completeness.any { it != -1 } && completeness.any { it >= params.gtdbtk_min_completeness } && contamination.any { it != -1 } && contamination.any { it <= params.gtdbtk_max_contamination })
             return [meta, bin]
-            discarded: (completeness == -1 || completeness < params.gtdbtk_min_completeness || contamination == -1 || contamination > params.gtdbtk_max_contamination)
+            discarded: (completeness.any { it != -1 } && completeness.any { it < params.gtdbtk_min_completeness } && contamination.any { it != -1 } && contamination.any { it > params.gtdbtk_max_contamination })
             return [meta, bin]
         }
 
@@ -81,14 +82,14 @@ workflow GTDBTK {
 
     // We set unique to remove duplicate bins when the same bin has passed the filter of two different QC tools
     GTDBTK_CLASSIFYWF(
-        ch_filtered_bins.passed.unique().groupTuple(),
+        ch_filtered_bins.passed.groupTuple().dump(tag: 'passed'),
         ch_db_for_gtdbtk,
         params.gtdbtk_pplacer_useram ? false : true,
     )
     ch_versions = ch_versions.mix(GTDBTK_CLASSIFYWF.out.versions)
 
     GTDBTK_SUMMARY(
-        ch_filtered_bins.discarded.dump(tag: 'discarded').map { it[1] }.collect().ifEmpty([]),
+        ch_filtered_bins.discarded.map { it[1] }.collect().dump(tag: 'discarded').ifEmpty([]),
         GTDBTK_CLASSIFYWF.out.summary.map { it[1] }.collect().ifEmpty([]),
         [],
         [],

From 4f5605bb75972ecd92dd40f7a7f14e6fd78d1aed Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Wed, 22 Oct 2025 10:59:13 +0200
Subject: [PATCH 222/288] adjust create_metabinner_bins.py usage

---
 modules/local/metabinner/main.nf | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/modules/local/metabinner/main.nf b/modules/local/metabinner/main.nf
index cbf156c4d..12854c69a 100644
--- a/modules/local/metabinner/main.nf
+++ b/modules/local/metabinner/main.nf
@@ -48,7 +48,7 @@ process METABINNER {
         -p \${metabinner_path}
 
     mv ${prefix}/metabinner_res/metabinner_result.tsv ${prefix}.tsv
-    python create_metabinner_bins.py ${prefix}.tsv ${fasta} \${wd}/metabinner_bins ${prefix}
+    create_metabinner_bins.py ${prefix}.tsv ${fasta} ./metabinner_bins ${prefix}
 
     gzip -cn ${prefix} > ${prefix}.tsv.gz
 
@@ -59,6 +59,7 @@ process METABINNER {
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
         MetaBinner: 1.4.4-0
+        python: \$(python --version 2>&1 | sed 's/Python //g')
     END_VERSIONS
     """
 }

From ca18a82c42dc850a3a51da7ad0eda513603bb5be Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 22 Oct 2025 13:41:57 +0200
Subject: [PATCH 223/288] Set skip_aniscreen to all test configs in case gtdbtk
 tested with the mock db that lacks aniscreen data

---
 conf/test_alternatives.config              | 1 +
 conf/test_assembly_input.config            | 1 +
 conf/test_hybrid.config                    | 1 +
 conf/test_longreadonly.config              | 1 +
 conf/test_longreadonly_alternatives.config | 1 +
 conf/test_minimal.config                   | 3 ++-
 conf/test_single_end.config                | 3 ++-
 7 files changed, 9 insertions(+), 2 deletions(-)

diff --git a/conf/test_alternatives.config b/conf/test_alternatives.config
index bfe4cf70d..673074d39 100644
--- a/conf/test_alternatives.config
+++ b/conf/test_alternatives.config
@@ -36,6 +36,7 @@ params {
     skip_prodigal              = true
     skip_prokka                = true
     skip_gtdbtk                = true
+    gtdbtk_skip_aniscreen      = true
     skip_maxbin2               = true
     skip_concoct               = true
     skip_comebin               = true
diff --git a/conf/test_assembly_input.config b/conf/test_assembly_input.config
index 9398903e9..12af220cd 100644
--- a/conf/test_assembly_input.config
+++ b/conf/test_assembly_input.config
@@ -41,6 +41,7 @@ params {
     skip_prodigal                   = true
     skip_prokka                     = true
     skip_gtdbtk                     = true
+    gtdbtk_skip_aniscreen           = true
     skip_concoct                    = false
     skip_comebin                    = true
 
diff --git a/conf/test_hybrid.config b/conf/test_hybrid.config
index 108a719f4..37bc36397 100644
--- a/conf/test_hybrid.config
+++ b/conf/test_hybrid.config
@@ -37,6 +37,7 @@ params {
     skip_flye                     = true
     skip_metamdbg                 = true
     skip_gtdbtk                   = true
+    gtdbtk_skip_aniscreen         = true
     skip_concoct                  = true
     skip_comebin                  = true
 
diff --git a/conf/test_longreadonly.config b/conf/test_longreadonly.config
index 93614bacb..3bc86fc81 100644
--- a/conf/test_longreadonly.config
+++ b/conf/test_longreadonly.config
@@ -36,6 +36,7 @@ params {
     busco_db_lineage           = 'bacteria_odb10'
 
     skip_gtdbtk                = true
+    gtdbtk_skip_aniscreen      = true
     skip_concoct               = true
     skip_comebin               = true
 }
diff --git a/conf/test_longreadonly_alternatives.config b/conf/test_longreadonly_alternatives.config
index df6a302fb..1ddd6dea1 100644
--- a/conf/test_longreadonly_alternatives.config
+++ b/conf/test_longreadonly_alternatives.config
@@ -36,6 +36,7 @@ params {
     skip_prodigal                 = true
     skip_prokka                   = true
     skip_gtdbtk                   = true
+    gtdbtk_skip_aniscreen         = true
     skip_concoct                  = true
     skip_comebin                  = true
     skip_metaeuk                  = true
diff --git a/conf/test_minimal.config b/conf/test_minimal.config
index 4a9b81d37..0c24f1191 100644
--- a/conf/test_minimal.config
+++ b/conf/test_minimal.config
@@ -47,7 +47,8 @@ params {
     run_checkm                    = false
     run_checkm2                   = false
     skip_gtdbtk                   = true
-    skip_ancient_damagecorrection = true
     gtdbtk_min_completeness       = 0.01
+    gtdbtk_skip_aniscreen         = true
     skip_metaeuk                  = true
+    skip_ancient_damagecorrection = true
 }
diff --git a/conf/test_single_end.config b/conf/test_single_end.config
index c9b61b0af..9303744a4 100644
--- a/conf/test_single_end.config
+++ b/conf/test_single_end.config
@@ -50,7 +50,8 @@ params {
     genomad_db                           = null
     // 'https://zenodo.org/records/11945948/files/genomad_microdb.tar.gz'
     gtdb_db                              = params.pipelines_testdata_base_path + 'mag/databases/gtdbtk/gtdbtk_mockup_20250422.tar.gz'
-    gtdbtk_min_completeness              = 6.39
+    gtdbtk_min_completeness              = 3
+    gtdbtk_skip_aniscreen                = true
     cat_db                               = params.pipelines_testdata_base_path + 'mag/databases/cat/minigut_cat.tar.gz'
     cat_no_suggestive_asterisks          = true
 }

From 9faebcc90b62e02efe3720a91b43bd3d911550ad Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 22 Oct 2025 14:09:11 +0200
Subject: [PATCH 224/288] Retain bins based on completeness if any of the bin
 qc tools report high completeness

---
 conf/modules.config               |  2 ++
 conf/test.config                  |  1 +
 subworkflows/local/gtdbtk/main.nf | 29 ++++++++++++++---------------
 3 files changed, 17 insertions(+), 15 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index be79fee6b..4526eeb0c 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -532,6 +532,7 @@ process {
     }
 
     withName: CHECKM2_PREDICT {
+        tag        = { "${meta.assembler}-${meta.binner}-${meta.domain}-${meta.refinement}-${meta.id}" }
         ext.prefix = { "${meta.assembler}-${meta.binner}-${meta.domain}-${meta.refinement}-${meta.id}" }
         publishDir = [
             path: { "${params.outdir}/GenomeBinning/QC/CheckM2" },
@@ -639,6 +640,7 @@ process {
     }
 
     withName: GTDBTK_CLASSIFYWF {
+        tag        = { "${meta.assembler}-${meta.binner}-${meta.domain}-${meta.refinement}-${meta.id}" }
         ext.args   = [
             "--extension fa",
             "--min_perc_aa ${params.gtdbtk_min_perc_aa}",
diff --git a/conf/test.config b/conf/test.config
index 12e2b9bf7..1e77dd3e8 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -34,6 +34,7 @@ params {
     busco_clean                 = true
     // Prokka is the slowest step of the tests, so we speed up by turning off CDS/product searching
     prokka_fast_mode            = true
+    // Source: https://data.ace.uq.edu.au/public/gtdb/data/releases/latest/auxillary_files/gtdbtk_package/mockup_db/
     gtdb_db                     = params.pipelines_testdata_base_path + 'mag/databases/gtdbtk/gtdbtk_mockup_20250422.tar.gz'
     cat_db                      = params.pipelines_testdata_base_path + 'mag/databases/cat/minigut_cat.tar.gz'
     cat_no_suggestive_asterisks = true
diff --git a/subworkflows/local/gtdbtk/main.nf b/subworkflows/local/gtdbtk/main.nf
index b23a7d10b..b2369c5f5 100644
--- a/subworkflows/local/gtdbtk/main.nf
+++ b/subworkflows/local/gtdbtk/main.nf
@@ -43,24 +43,24 @@ workflow GTDBTK {
             return row_reordered
         }
 
-    // TODO if ch_{}_tsv is not empty, filter it, then union of all
     // Filter bins based on collected metrics: completeness, contamination
     // 1. Generate key name from bin file name
     // 2. Join with metrics (but drop bin_name)
-    // 3. Filter based on completeness/contamination
+    // 3. Group all metrics files per bin (in case multiple QC tools were used)
+    // 3. Branch based on completeness/contamination
     ch_filtered_bins = ch_bins
         .transpose()
         .map { meta, bin -> [bin.getName(), bin, meta] }
         .join(ch_bin_metrics)
         .map { bin_name, bin, meta, _bin_qc_tool, completeness, contamination -> [bin_name, meta, bin, completeness, contamination] }
         .groupTuple(by: 0)
-        .dump(tag: 'group_tuple')
         .branch { _bin_name, meta, bin, completeness, contamination ->
             passed: (completeness.any { it != -1 } && completeness.any { it >= params.gtdbtk_min_completeness } && contamination.any { it != -1 } && contamination.any { it <= params.gtdbtk_max_contamination })
-            return [meta, bin]
-            discarded: (completeness.any { it != -1 } && completeness.any { it < params.gtdbtk_min_completeness } && contamination.any { it != -1 } && contamination.any { it > params.gtdbtk_max_contamination })
-            return [meta, bin]
+            return [meta[0], bin[0]]
+            discarded: true
+            return [meta[0], bin[0]]
         }
+    // Note we have to call `meta[0], bin[0]` because of the groupTuple above
 
     if (val_gtdb.extension == 'gz') {
         // Expects to be tar.gz!
@@ -74,23 +74,22 @@ workflow GTDBTK {
         error("Unsupported object given to --gtdb, database must be supplied as either a directory or a .tar.gz file!")
     }
 
-
-    // Print warning why GTDB-TK summary empty if passed channel gets no files
-    ch_filtered_bins.passed
-        .count()
-        .map { it == 0 ? log.warn("No contigs passed GTDB-TK min. completeness filters. GTDB-TK summary will execute but results will be empty!") : "" }
-
     // We set unique to remove duplicate bins when the same bin has passed the filter of two different QC tools
     GTDBTK_CLASSIFYWF(
-        ch_filtered_bins.passed.groupTuple().dump(tag: 'passed'),
+        ch_filtered_bins.passed.groupTuple(),
         ch_db_for_gtdbtk,
         params.gtdbtk_pplacer_useram ? false : true,
     )
     ch_versions = ch_versions.mix(GTDBTK_CLASSIFYWF.out.versions)
 
+    // Print warning why GTDB-TK summary empty if passed channel gets no files
+    ch_filtered_bins.passed
+        .count()
+        .map { it == 0 ? log.warn("No contigs passed GTDB-TK min. completeness filters. GTDB-TK summary will execute but results will be empty!") : "" }
+
     GTDBTK_SUMMARY(
-        ch_filtered_bins.discarded.map { it[1] }.collect().dump(tag: 'discarded').ifEmpty([]),
-        GTDBTK_CLASSIFYWF.out.summary.map { it[1] }.collect().ifEmpty([]),
+        ch_filtered_bins.discarded.map { it[1] }.collect().ifEmpty([]),
+        GTDBTK_CLASSIFYWF.out.summary.map { it[1] }.collect().ifEmpty { ([]) },
         [],
         [],
     )

From 823058487da47a7a44e13d96ac5bb32b5e5f0e74 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Wed, 22 Oct 2025 16:04:58 +0200
Subject: [PATCH 225/288] update metabinner output

---
 bin/create_metabinner_bins.py    |  7 +++--
 conf/modules.config              |  5 ++-
 modules/local/metabinner/main.nf | 54 +++++++++++++++++++-------------
 3 files changed, 38 insertions(+), 28 deletions(-)
 mode change 100644 => 100755 bin/create_metabinner_bins.py

diff --git a/bin/create_metabinner_bins.py b/bin/create_metabinner_bins.py
old mode 100644
new mode 100755
index 7b67a3f2c..0aa691958
--- a/bin/create_metabinner_bins.py
+++ b/bin/create_metabinner_bins.py
@@ -8,6 +8,7 @@
 fasta = sys.argv[2]
 path = sys.argv[3]
 prefix = sys.argv[4]
+length = sys.argv[5]
 
 try:
     os.mkdir(path)
@@ -26,10 +27,10 @@
 
 with open(fasta) as handle:
     for record in SeqIO.parse(handle, "fasta"):
-        if len(record) < 1000:
-            f = "tooShort.fa"
+        if len(record) < int(length):
+            f = prefix + ".tooShort.fa"
         elif record.id not in Metabinner_bins:
-            f = "unbinned.fa"
+            f = prefix + ".unbinned.fa"
         else:
             f = prefix + Metabinner_bins[record.id] + ".fa"
         with open(os.path.join(path, f), 'a') as out:
diff --git a/conf/modules.config b/conf/modules.config
index 7e83ba010..9b5e6aef1 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -846,9 +846,8 @@ process {
             ]
         ]
         ext.prefix = { "${meta.assembler}-MetaBinner-${meta.id}" }
-        ext.args = { [
-            params.min_contig_size < 1000 ? "1000" : "${params.min_contig_size}",
-        ].join(' ').trim() }
+        ext.min_contig_size = { params.min_contig_size < 1000 ? "1000" : "${params.min_contig_size}" }
+        ext.args = "-s large"
     }
 
     withName: SEQKIT_STATS {
diff --git a/modules/local/metabinner/main.nf b/modules/local/metabinner/main.nf
index 12854c69a..1afbdddef 100644
--- a/modules/local/metabinner/main.nf
+++ b/modules/local/metabinner/main.nf
@@ -11,49 +11,59 @@ process METABINNER {
     tuple val(meta), path(fasta), path(depth)
 
     output:
-    tuple val(meta), path("*.tooShort.fa.gz")         , optional:true , emit: tooshort
+    tuple val(meta), path("*.tooShort.fa.gz")         , emit: tooshort
     tuple val(meta), path("*.lowDepth.fa.gz")         , optional:true , emit: lowdepth
-    tuple val(meta), path("*.unbinned.fa.gz")         , optional:true , emit: unbinned
-    tuple val(meta), path("*.tsv.gz")                 , optional:true , emit: membership
-    tuple val(meta), path("MetaBinner_bins/*.fa.gz")  , optional:true , emit: bins
-    tuple val(meta), path("*.log.gz")                 , optional:true , emit: log
-    tuple val(meta), path("coverage_profile.tsv")     , optional:true , emit: coverage_profile
-    tuple val(meta), path("*kmer_4_f1000.csv")        , optional:true , emit: composition_profile
+    tuple val(meta), path("*.unbinned.fa.gz")         , emit: unbinned
+    tuple val(meta), path("*.tsv.gz")                 , emit: membership
+    tuple val(meta), path("metabinner_bins/*.fa.gz")  , emit: bins
+    tuple val(meta), path("*.log.gz")                 , emit: log
+    tuple val(meta), path("coverage_profile.tsv")     , emit: coverage_profile
+    tuple val(meta), path("*kmer_4_f1000.csv")        , emit: composition_profile
     path "versions.yml"                               , emit: versions
 
     script:
     def args   = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.id}"
+    def min_contig_size = task.ext.min_contig_size ?: "1000"
     """
     metabinner_path=\$(dirname \$(which run_metabinner.sh))
     f="${fasta}"
-    outname=\${f%.*}
-    wd=\$(pwd)
 
     # create coverage profile in Metabinner format
-    zcat \${wd}/${depth} | awk '{if (\$2>${args}) print \$0 }' | cut -f -1,4- > coverage_profile.tsv
+    zcat ${depth} | awk '{if (\$2>${min_contig_size}) print \$0 }' | cut -f -1,4- > coverage_profile.tsv
 
-    # create composition profile (contigs > ${args} p (default 1000), k = 4)
-    python \${metabinner_path}/scripts/gen_kmer.py ${fasta} ${args} 4
+    # create composition profile (contigs > ${min_contig_size} p (default 1000), k = 4)
+    python \${metabinner_path}/scripts/gen_kmer.py ${fasta} ${min_contig_size} 4
 
-    # filter contigs < ${args} bp from fasta (default 1000)
-    python \${metabinner_path}/scripts/Filter_tooshort.py ${fasta} ${args}
+    # filter contigs < ${min_contig_size} bp from fasta (default 1000)
+    python \${metabinner_path}/scripts/Filter_tooshort.py ${fasta} ${min_contig_size}
 
+    # requires absolute paths
+    wd=\$(pwd)
+    outname=\${f%.*}
     bash run_metabinner.sh \\
-        -a \${wd}/\${outname}_${args}.fa \\
+        -a \${wd}/\${outname}_${min_contig_size}.fa \\
         -o \${wd}/${prefix} \\
         -d \${wd}/coverage_profile.tsv \\
-        -k \${wd}/\${outname}_kmer_4_f${args}.csv \\
+        -k \${wd}/\${outname}_kmer_4_f${min_contig_size}.csv \\
         -t ${task.cpus} \\
-        -p \${metabinner_path}
-
-    mv ${prefix}/metabinner_res/metabinner_result.tsv ${prefix}.tsv
-    create_metabinner_bins.py ${prefix}.tsv ${fasta} ./metabinner_bins ${prefix}
+        -p \${metabinner_path} \\
+        ${args}
 
-    gzip -cn ${prefix} > ${prefix}.tsv.gz
+    # collect & zip membership & log files
+    gzip -cn ${prefix}/metabinner_res/metabinner_result.tsv > ${prefix}.tsv.gz
+    gzip -cn ${prefix}/metabinner_res/result.log > ${prefix}.log.gz
 
-    mv \${outname}_${args}.fa \${outname}.tooShort.fa
+    # collect & zip bins & un-binned fractions
+    create_metabinner_bins.py \\
+        ${prefix}/metabinner_res/metabinner_result.tsv \\
+        ${fasta} \\
+        ./metabinner_bins \\
+        ${prefix} \\
+        ${min_contig_size}
     find ./metabinner_bins/ -name "*.fa" -type f | xargs -t -n 1 bgzip -@ ${task.cpus}
+
+    # collect & zip non-binned fractions
     find ./metabinner_bins/ -name "*[lowDepth,tooShort,unbinned].fa.gz" -type f -exec mv {} . \\;
 
     cat <<-END_VERSIONS > versions.yml

From baab236d9841893e53ee9f064c4e2288abbf840f Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Wed, 22 Oct 2025 16:18:49 +0200
Subject: [PATCH 226/288] refine metabinner output

---
 modules/local/metabinner/main.nf | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/modules/local/metabinner/main.nf b/modules/local/metabinner/main.nf
index 1afbdddef..da3ecd0db 100644
--- a/modules/local/metabinner/main.nf
+++ b/modules/local/metabinner/main.nf
@@ -18,7 +18,7 @@ process METABINNER {
     tuple val(meta), path("metabinner_bins/*.fa.gz")  , emit: bins
     tuple val(meta), path("*.log.gz")                 , emit: log
     tuple val(meta), path("coverage_profile.tsv")     , emit: coverage_profile
-    tuple val(meta), path("*kmer_4_f1000.csv")        , emit: composition_profile
+    tuple val(meta), path("*.csv.gz")                 , emit: composition_profile
     path "versions.yml"                               , emit: versions
 
     script:
@@ -52,7 +52,8 @@ process METABINNER {
 
     # collect & zip membership & log files
     gzip -cn ${prefix}/metabinner_res/metabinner_result.tsv > ${prefix}.tsv.gz
-    gzip -cn ${prefix}/metabinner_res/result.log > ${prefix}.log.gz
+    gzip -cn ${prefix}/metabinner_res/result.log > ${prefix}.metabinner.log.gz
+    gzip -cn \${outname}_kmer_4_f${min_contig_size}.csv > ${prefix}_kmer_4_f${min_contig_size}.csv.gz
 
     # collect & zip bins & un-binned fractions
     create_metabinner_bins.py \\

From 948c3a193e929e0b01e53e3bd7915e798e7a0481 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Wed, 22 Oct 2025 16:29:51 +0200
Subject: [PATCH 227/288] adjust metabinner bin filenames

---
 bin/create_metabinner_bins.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/create_metabinner_bins.py b/bin/create_metabinner_bins.py
index 0aa691958..b55f15a2e 100755
--- a/bin/create_metabinner_bins.py
+++ b/bin/create_metabinner_bins.py
@@ -32,6 +32,6 @@
         elif record.id not in Metabinner_bins:
             f = prefix + ".unbinned.fa"
         else:
-            f = prefix + Metabinner_bins[record.id] + ".fa"
+            f = prefix + "." + Metabinner_bins[record.id] + ".fa"
         with open(os.path.join(path, f), 'a') as out:
             SeqIO.write(record, out, "fasta")

From 9e4a2cdda45a129529d48536478d941c7aca0882 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Wed, 22 Oct 2025 16:38:19 +0200
Subject: [PATCH 228/288] adjust metabinner bin file names again

---
 bin/create_metabinner_bins.py    | 2 +-
 modules/local/metabinner/main.nf | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/bin/create_metabinner_bins.py b/bin/create_metabinner_bins.py
index b55f15a2e..3824590d2 100755
--- a/bin/create_metabinner_bins.py
+++ b/bin/create_metabinner_bins.py
@@ -22,7 +22,7 @@
         Metabinner_bins[contig] = bin
 
 for outf in set(Metabinner_bins.values()):
-    name = prefix + outf + ".fa"
+    name = prefix + "." + outf + ".fa"
     open(os.path.join(path, name), 'w')
 
 with open(fasta) as handle:
diff --git a/modules/local/metabinner/main.nf b/modules/local/metabinner/main.nf
index da3ecd0db..93cb35dc2 100644
--- a/modules/local/metabinner/main.nf
+++ b/modules/local/metabinner/main.nf
@@ -27,7 +27,6 @@ process METABINNER {
     def min_contig_size = task.ext.min_contig_size ?: "1000"
     """
     metabinner_path=\$(dirname \$(which run_metabinner.sh))
-    f="${fasta}"
 
     # create coverage profile in Metabinner format
     zcat ${depth} | awk '{if (\$2>${min_contig_size}) print \$0 }' | cut -f -1,4- > coverage_profile.tsv
@@ -40,6 +39,7 @@ process METABINNER {
 
     # requires absolute paths
     wd=\$(pwd)
+    f="${fasta}"
     outname=\${f%.*}
     bash run_metabinner.sh \\
         -a \${wd}/\${outname}_${min_contig_size}.fa \\

From 6dc9a8532a715ee920dccbd67ef4e0a937e93d61 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Wed, 22 Oct 2025 17:10:26 +0200
Subject: [PATCH 229/288] update file publishing, testing, and docs

---
 CHANGELOG.md                               |  1 +
 README.md                                  |  2 +-
 conf/modules.config                        |  7 ++++++-
 conf/test.config                           |  1 +
 conf/test_alternatives.config              |  1 +
 conf/test_assembly_input.config            |  1 +
 conf/test_hybrid.config                    |  1 +
 conf/test_longreadonly.config              |  1 +
 conf/test_longreadonly_alternatives.config |  1 +
 conf/test_minimal.config                   |  1 +
 conf/test_single_end.config                |  1 +
 docs/output.md                             | 24 ++++++++++++++++++++--
 modules/local/metabinner/main.nf           |  8 ++++----
 subworkflows/local/binning/main.nf         | 19 ++++-------------
 14 files changed, 46 insertions(+), 23 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 70b272d08..4aed38cdf 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,6 +9,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#873](https://github.com/nf-core/mag/pull/873) - Document usage of `longread_percentidentity` and `shortread_percentidentity` and set the value of `longread_percentidentity` in the `test_full` profile to 85 (by @prototaxites)
 - [#875](https://github.com/nf-core/mag/pull/875) - Add binner COMEBin (by @d4straub)
+- [#881](https://github.com/nf-core/mag/pull/881) - Add binner MetaBinner (by @d4straub)
 
 ### `Changed`
 
diff --git a/README.md b/README.md
index 67cdf32ec..76e0ff002 100644
--- a/README.md
+++ b/README.md
@@ -46,7 +46,7 @@ The pipeline then:
 - performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)
 - (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)
 - predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)
-- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), and/or [COMEBin](https://github.com/ziyewang/COMEBin)
+- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), [COMEBin](https://github.com/ziyewang/COMEBin), and/or [MetaBinner](https://github.com/ziyewang/MetaBinner)
 - checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)
 - Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)
 - optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)
diff --git a/conf/modules.config b/conf/modules.config
index 9b5e6aef1..a9c6801d6 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -824,10 +824,15 @@ process {
 
     withName: METABINNER {
         publishDir = [
+            [
+                path: { "${params.outdir}/GenomeBinning/MetaBinner/stats"},
+                mode: params.publish_dir_mode,
+                pattern: '*.{log,log.gz,tsv.gz}'
+            ],
             [
                 path: { "${params.outdir}/GenomeBinning/MetaBinner/"},
                 mode: params.publish_dir_mode,
-                pattern: 'metabinner_bins/*.fa.gz'
+                pattern: 'bins/*.fa.gz'
             ],
             [
                 path: { "${params.outdir}/GenomeBinning/MetaBinner/discarded" },
diff --git a/conf/test.config b/conf/test.config
index 12e2b9bf7..04bbd94c3 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -29,6 +29,7 @@ params {
     // Including (even length filtered) CONOCT bins adds another 5 minutes, so we skip it in the default test (testing in assemblyinput)
     skip_concoct                = true
     skip_comebin                = true
+    skip_metabinner             = true
     busco_db                    = params.pipelines_testdata_base_path + 'mag/databases/busco/bacteria_odb10.2024-01-08.tar.gz'
     busco_db_lineage            = 'bacteria_odb10'
     busco_clean                 = true
diff --git a/conf/test_alternatives.config b/conf/test_alternatives.config
index 1ec74a3a4..dfc137198 100644
--- a/conf/test_alternatives.config
+++ b/conf/test_alternatives.config
@@ -37,6 +37,7 @@ params {
     skip_maxbin2               = true
     skip_concoct               = true
     skip_comebin               = true
+    skip_metabinner            = true
     skip_metaeuk               = true
     megahit_fix_cpu_1          = true
 }
diff --git a/conf/test_assembly_input.config b/conf/test_assembly_input.config
index 9398903e9..1301395b8 100644
--- a/conf/test_assembly_input.config
+++ b/conf/test_assembly_input.config
@@ -43,6 +43,7 @@ params {
     skip_gtdbtk                     = true
     skip_concoct                    = false
     skip_comebin                    = true
+    skip_metabinner                 = true
 
     refine_bins_dastool             = true
     refine_bins_dastool_threshold   = 0.0
diff --git a/conf/test_hybrid.config b/conf/test_hybrid.config
index 108a719f4..b9ebae213 100644
--- a/conf/test_hybrid.config
+++ b/conf/test_hybrid.config
@@ -39,6 +39,7 @@ params {
     skip_gtdbtk                   = true
     skip_concoct                  = true
     skip_comebin                  = true
+    skip_metabinner               = true
 
     spadeshybrid_fix_cpus         = 2
 }
diff --git a/conf/test_longreadonly.config b/conf/test_longreadonly.config
index 93614bacb..44ed9d6bb 100644
--- a/conf/test_longreadonly.config
+++ b/conf/test_longreadonly.config
@@ -38,4 +38,5 @@ params {
     skip_gtdbtk                = true
     skip_concoct               = true
     skip_comebin               = true
+    skip_metabinner            = true
 }
diff --git a/conf/test_longreadonly_alternatives.config b/conf/test_longreadonly_alternatives.config
index df6a302fb..c830a5f5d 100644
--- a/conf/test_longreadonly_alternatives.config
+++ b/conf/test_longreadonly_alternatives.config
@@ -38,5 +38,6 @@ params {
     skip_gtdbtk                   = true
     skip_concoct                  = true
     skip_comebin                  = true
+    skip_metabinner               = true
     skip_metaeuk                  = true
 }
diff --git a/conf/test_minimal.config b/conf/test_minimal.config
index 7af9972c3..718a90367 100644
--- a/conf/test_minimal.config
+++ b/conf/test_minimal.config
@@ -41,6 +41,7 @@ params {
     skip_maxbin2                  = true
     skip_concoct                  = true
     skip_comebin                  = true
+    skip_metabinner               = true
     skip_prokka                   = true
     skip_binqc                    = true
     skip_gtdbtk                   = true
diff --git a/conf/test_single_end.config b/conf/test_single_end.config
index e7e60d815..f67fa80ad 100644
--- a/conf/test_single_end.config
+++ b/conf/test_single_end.config
@@ -40,6 +40,7 @@ params {
     bcftools_view_medium_variant_quality = 0
     bcftools_view_minimal_allelesupport  = 3
     skip_comebin                         = true
+    skip_metabinner                      = true
     min_length_unbinned_contigs          = 1000000
     max_unbinned_contigs                 = 2
     binqc_tool                           = 'checkm'
diff --git a/docs/output.md b/docs/output.md
index 0c0fc7f0d..5878c9b72 100644
--- a/docs/output.md
+++ b/docs/output.md
@@ -437,7 +437,8 @@ Files in these two folders contain all contigs of an assembly.
   - `stats/[assembler]-[binner]-[sample/group]_*.tsv`: Coverage statistics of each sub-contig cut up by CONCOCT prior in an intermediate step prior to binning. Likely not useful in most cases.
   - `stats/[assembler]-[binner]-[sample/group].log.txt`: CONCOCT execution log file.
   - `stats/[assembler]-[binner]-[sample/group]_*.args`: List of arguments used in CONCOCT execution.
-  - </details>
+
+</details>
 
 All the files and contigs in these folders will be assessed by QUAST and BUSCO, if the parameter `--postbinning_input` is not set to `refined_bins_only`.
 
@@ -456,12 +457,31 @@ Note that CONCOCT does not output what it considers 'unbinned' contigs, therefor
   - `stats/[assembler]-[binner]-[sample/group]/comebin_res.tsv`: TSV mapping the output clusters to contigs.
   - `stats/[assembler]-[binner]-[sample/group]/covembeddings.tsv`: TSV describing the embeddings of the contigs.
   - `stats/[assembler]-[binner]-[sample/group]/embeddings.tsv`: TSV describing the embeddings of the contigs.
-  - </details>
+
+</details>
 
 All the files and contigs in these folders will be assessed by QUAST and BUSCO, if the parameter `--postbinning_input` is not set to `refined_bins_only`.
 
 Note that COMEBin does not output what it considers 'unbinned' contigs, therefore no 'discarded' contigs are produced here. You may still need to do your own manual curation of the resulting bins.
 
+### MetaBinner
+
+[MetaBinner](https://github.com/ziyewang/MetaBinner) is described as a high-performance and stand-alone ensemble binning method to recover individual genomes from complex microbial communities.
+
+<details markdown="1">
+<summary>Output files</summary>
+
+- `GenomeBinning/MetaBinner/`
+  - `bins/[assembler]-[binner]-[sample/group].*.fa.gz`: Genome bins retrieved from input assembly.
+  - `discarded/[assembler]-[binner]-[sample/group].tooShort.fa.gz`: Contigs that were not considered for binning because of length.
+  - `unbinned/[assembler]-[binner]-[sample/group].tooShort.fa.gz`: Contigs that were not binned despite having suitable length.
+  - `stats/[assembler]-[binner]-[sample/group].metabinner.log.gz`: Log file.
+  - `stats/[assembler]-[binner]-[sample/group].tsv.gz`: TSV mapping the contigs to output clusters.
+
+</details>
+
+All the files and contigs in these folders will be assessed by QUAST and BUSCO, if the parameter `--postbinning_input` is not set to `refined_bins_only`.
+
 ### DAS Tool
 
 [DAS Tool](https://github.com/cmks/DAS_Tool) is an automated binning refinement method that integrates the results of a flexible number of binning algorithms to calculate an optimized, non-redundant set of bins from a single assembly. nf-core/mag uses this tool to attempt to further improve bins based on combining the MetaBAT2 and MaxBin2 binning output, assuming sufficient quality is met for those bins.
diff --git a/modules/local/metabinner/main.nf b/modules/local/metabinner/main.nf
index 93cb35dc2..6688f5ba1 100644
--- a/modules/local/metabinner/main.nf
+++ b/modules/local/metabinner/main.nf
@@ -15,7 +15,7 @@ process METABINNER {
     tuple val(meta), path("*.lowDepth.fa.gz")         , optional:true , emit: lowdepth
     tuple val(meta), path("*.unbinned.fa.gz")         , emit: unbinned
     tuple val(meta), path("*.tsv.gz")                 , emit: membership
-    tuple val(meta), path("metabinner_bins/*.fa.gz")  , emit: bins
+    tuple val(meta), path("bins/*.fa.gz")             , emit: bins
     tuple val(meta), path("*.log.gz")                 , emit: log
     tuple val(meta), path("coverage_profile.tsv")     , emit: coverage_profile
     tuple val(meta), path("*.csv.gz")                 , emit: composition_profile
@@ -59,13 +59,13 @@ process METABINNER {
     create_metabinner_bins.py \\
         ${prefix}/metabinner_res/metabinner_result.tsv \\
         ${fasta} \\
-        ./metabinner_bins \\
+        ./bins \\
         ${prefix} \\
         ${min_contig_size}
-    find ./metabinner_bins/ -name "*.fa" -type f | xargs -t -n 1 bgzip -@ ${task.cpus}
+    find ./bins/ -name "*.fa" -type f | xargs -t -n 1 bgzip -@ ${task.cpus}
 
     # collect & zip non-binned fractions
-    find ./metabinner_bins/ -name "*[lowDepth,tooShort,unbinned].fa.gz" -type f -exec mv {} . \\;
+    find ./bins/ -name "*[lowDepth,tooShort,unbinned].fa.gz" -type f -exec mv {} . \\;
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/subworkflows/local/binning/main.nf b/subworkflows/local/binning/main.nf
index a816050c9..4ffde4883 100644
--- a/subworkflows/local/binning/main.nf
+++ b/subworkflows/local/binning/main.nf
@@ -27,6 +27,7 @@ workflow BINNING {
     main:
 
     ch_versions = Channel.empty()
+    ch_input_splitfasta = Channel.empty()
 
     // generate coverage depths for each contig and branch by assembler type
     ch_summarizedepth_input = ch_assemblies
@@ -88,6 +89,7 @@ workflow BINNING {
         // before decompressing first have to separate and re-group due to limitation of GUNZIP module
         ch_bins_for_seqkit = ch_bins_for_seqkit.mix(METABAT2_METABAT2.out.fasta.transpose())
         ch_binning_results_gzipped_final = ch_binning_results_gzipped_final.mix(METABAT2_METABAT2.out.fasta)
+        ch_input_splitfasta = ch_input_splitfasta.mix(METABAT2_METABAT2.out.unbinned)
     }
 
     // MaxBin2
@@ -100,6 +102,7 @@ workflow BINNING {
 
         ch_bins_for_seqkit = ch_bins_for_seqkit.mix(ADJUST_MAXBIN2_EXT.out.renamed_bins.transpose())
         ch_binning_results_gzipped_final = ch_binning_results_gzipped_final.mix(ADJUST_MAXBIN2_EXT.out.renamed_bins)
+        ch_input_splitfasta = ch_input_splitfasta.mix(MAXBIN2.out.unbinned_fasta)
     }
 
     // CONCOCT
@@ -150,21 +153,7 @@ workflow BINNING {
 
         ch_bins_for_seqkit = ch_bins_for_seqkit.mix( METABINNER.out.bins.transpose() )
         ch_binning_results_gzipped_final = ch_binning_results_gzipped_final.mix( METABINNER.out.bins )
-    }
-
-    // decide which unbinned fasta files to further filter, depending on which binners selected
-    // NOTE: CONCOCT does not produce 'unbins' itself, therefore not included here.
-    if (!params.skip_metabat2 && params.skip_maxbin2) {
-        ch_input_splitfasta = METABAT2_METABAT2.out.unbinned
-    }
-    else if (params.skip_metabat2 && !params.skip_maxbin2) {
-        ch_input_splitfasta = MAXBIN2.out.unbinned_fasta
-    }
-    else if (params.skip_metabat2 && params.skip_maxbin2) {
-        ch_input_splitfasta = Channel.empty()
-    }
-    else {
-        ch_input_splitfasta = METABAT2_METABAT2.out.unbinned.mix(MAXBIN2.out.unbinned_fasta)
+        ch_input_splitfasta = ch_input_splitfasta.mix(METABINNER.out.unbinned)
     }
 
     // group bins into per-sample process and not flood clusters with thousands of seqkit jobs

From 471c9b988e04e626c886b800e75417050bd31ce6 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Wed, 22 Oct 2025 17:20:05 +0200
Subject: [PATCH 230/288] --fix rocrate_readme_sync

---
 ro-crate-metadata.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ro-crate-metadata.json b/ro-crate-metadata.json
index 48e9e7384..a23e6222c 100644
--- a/ro-crate-metadata.json
+++ b/ro-crate-metadata.json
@@ -23,7 +23,7 @@
             "@type": "Dataset",
             "creativeWorkStatus": "InProgress",
             "datePublished": "2025-09-30T09:50:52+00:00",
-            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.3.2-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.3.2)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), and/or [COMEBin](https://github.com/ziyewang/COMEBin)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>\n```\n\nor\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [@willros](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
+            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.3.2-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.3.2)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), [COMEBin](https://github.com/ziyewang/COMEBin), and/or [MetaBinner](https://github.com/ziyewang/MetaBinner)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>\n```\n\nor\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [@willros](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
             "hasPart": [
                 {
                     "@id": "main.nf"

From 6f98ee25802b7ae09b534e53742cf05c46105bb1 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Thu, 23 Oct 2025 09:26:40 +0200
Subject: [PATCH 231/288] ignore metabinner error 1 and 255 and add
 acknowledgment

---
 bin/create_metabinner_bins.py | 3 +++
 conf/base.config              | 3 +++
 2 files changed, 6 insertions(+)

diff --git a/bin/create_metabinner_bins.py b/bin/create_metabinner_bins.py
index 3824590d2..bebc07f73 100755
--- a/bin/create_metabinner_bins.py
+++ b/bin/create_metabinner_bins.py
@@ -1,5 +1,8 @@
 #!/usr/bin/env python
 
+## Originally written by Hesham Almessady (@HeshamAlmessady) and Adrian Fritz (@AlphaSquad) in https://github.com/hzi-bifo/mag and released under the MIT license.
+## See git repository (https://github.com/nf-core/mag) for full license text.
+
 import sys
 import os
 from Bio import SeqIO
diff --git a/conf/base.config b/conf/base.config
index 62eba756c..e4a65743e 100644
--- a/conf/base.config
+++ b/conf/base.config
@@ -169,6 +169,9 @@ process {
     withName: COMEBIN_RUNCOMEBIN {
         errorStrategy = { task.exitStatus in [1, 255] ? 'ignore' : 'retry' }
     }
+    withName: METABINNER {
+        errorStrategy = { task.exitStatus in [1, 255] ? 'ignore' : 'retry' }
+    }
     withName: DASTOOL_DASTOOL {
         errorStrategy = { task.exitStatus in ((130..145) + 104 + 175) ? 'retry' : task.exitStatus == 1 ? 'ignore' : 'finish' }
     }

From a78e110da7cd17ec2bf493de0e745dc91f3e3449 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Fri, 24 Oct 2025 09:41:10 +0200
Subject: [PATCH 232/288] fix rocrate_readme_sync

---
 ro-crate-metadata.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ro-crate-metadata.json b/ro-crate-metadata.json
index 5e9e3fa49..f7c9738dd 100644
--- a/ro-crate-metadata.json
+++ b/ro-crate-metadata.json
@@ -23,7 +23,7 @@
             "@type": "Dataset",
             "creativeWorkStatus": "InProgress",
             "datePublished": "2025-09-30T09:50:52+00:00",
-            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new/nf-core/mag)\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.4.1-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.4.1)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), and/or [COMEBin](https://github.com/ziyewang/COMEBin)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>\n```\n\nor\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [@willros](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
+            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new/nf-core/mag)\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.4.1-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.4.1)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), [COMEBin](https://github.com/ziyewang/COMEBin), and/or [MetaBinner](https://github.com/ziyewang/MetaBinner)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>\n```\n\nor\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [@willros](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
             "hasPart": [
                 {
                     "@id": "main.nf"

From 89e30e9afc52ccc6f7400b25179171ea1cbf3354 Mon Sep 17 00:00:00 2001
From: Daniel Straub <42973691+d4straub@users.noreply.github.com>
Date: Fri, 24 Oct 2025 13:05:37 +0200
Subject: [PATCH 233/288] Update docs/output.md

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 docs/output.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/output.md b/docs/output.md
index 5878c9b72..c18e56d5d 100644
--- a/docs/output.md
+++ b/docs/output.md
@@ -480,7 +480,7 @@ Note that COMEBin does not output what it considers 'unbinned' contigs, therefor
 
 </details>
 
-All the files and contigs in these folders will be assessed by QUAST and BUSCO, if the parameter `--postbinning_input` is not set to `refined_bins_only`.
+All the files and contigs in these folders will be assessed by QUAST and binning QC tools, if the parameter `--postbinning_input` is not set to `refined_bins_only`.
 
 ### DAS Tool
 

From 9b0032cf9a2a60a26676125305946a98a46a4d07 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Fri, 24 Oct 2025 14:11:50 +0200
Subject: [PATCH 234/288] add param bin_metabinner_scale

---
 conf/modules.config  | 2 +-
 nextflow.config      | 1 +
 nextflow_schema.json | 7 +++++++
 3 files changed, 9 insertions(+), 1 deletion(-)

diff --git a/conf/modules.config b/conf/modules.config
index a9c6801d6..d8a3892e6 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -852,7 +852,7 @@ process {
         ]
         ext.prefix = { "${meta.assembler}-MetaBinner-${meta.id}" }
         ext.min_contig_size = { params.min_contig_size < 1000 ? "1000" : "${params.min_contig_size}" }
-        ext.args = "-s large"
+        ext.args = { "-s ${params.bin_metabinner_scale}" }
     }
 
     withName: SEQKIT_STATS {
diff --git a/nextflow.config b/nextflow.config
index e52592860..4dfdc00d0 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -128,6 +128,7 @@ params {
     skip_metabat2                        = false
     skip_maxbin2                         = false
     skip_metabinner                      = false
+    bin_metabinner_scale                 = "large"
     skip_concoct                         = false
     skip_comebin                         = false
     bin_concoct_chunksize                = 10000
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 2d4a7a17b..ecabddade 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -781,6 +781,13 @@
                     "type": "boolean",
                     "description": "Skip MetaBinner Binning"
                 },
+                "bin_metabinner_scale": {
+                    "type": "string",
+                    "default": "large",
+                    "enum": ["small", "large", "huge"],
+                    "description": "Dataset scale for MetaBinner",
+                    "help_text": "Dataset scale; eg. small,large,huge (default:large); Users can choose `huge` to run MetaBinner on huge datasets with lower memory requirements."
+                },
                 "min_contig_size": {
                     "type": "integer",
                     "default": 1500,

From 433244009e5748e963ce58d9cf8764018f1fed66 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Fri, 24 Oct 2025 14:14:58 +0200
Subject: [PATCH 235/288] handle tool version appropriately

---
 modules/local/metabinner/main.nf | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/modules/local/metabinner/main.nf b/modules/local/metabinner/main.nf
index 6688f5ba1..56c2b2745 100644
--- a/modules/local/metabinner/main.nf
+++ b/modules/local/metabinner/main.nf
@@ -25,6 +25,7 @@ process METABINNER {
     def args   = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.id}"
     def min_contig_size = task.ext.min_contig_size ?: "1000"
+    def VERSION = '1.4.4-0' // WARN: Version information not provided by tool on CLI. Please update this string when bumping container versions.
     """
     metabinner_path=\$(dirname \$(which run_metabinner.sh))
 
@@ -69,7 +70,7 @@ process METABINNER {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        MetaBinner: 1.4.4-0
+        MetaBinner: $VERSION
         python: \$(python --version 2>&1 | sed 's/Python //g')
     END_VERSIONS
     """

From 5d68eb10bc4dcdc7f2e45c6fa9417e39c7f49f73 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Fri, 24 Oct 2025 14:17:11 +0200
Subject: [PATCH 236/288] update CHANGELOG with acknowledgment

---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 56cdadbab..29d689143 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,7 +9,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#873](https://github.com/nf-core/mag/pull/873) - Document usage of `longread_percentidentity` and `shortread_percentidentity` and set the value of `longread_percentidentity` in the `test_full` profile to 85 (by @prototaxites)
 - [#875](https://github.com/nf-core/mag/pull/875) - Add binner COMEBin (by @d4straub)
-- [#881](https://github.com/nf-core/mag/pull/881) - Add binner MetaBinner (by @d4straub)
+- [#881](https://github.com/nf-core/mag/pull/881) - Add binner MetaBinner (by @d4straub, insprired by @HeshamAlmessady & @AlphaSquad)
 
 ### `Changed`
 

From 34ac949c8f48332b522726bea4561f228855b8d1 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Fri, 24 Oct 2025 14:20:43 +0200
Subject: [PATCH 237/288] fix rocrate_readme_sync

---
 ro-crate-metadata.json | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/ro-crate-metadata.json b/ro-crate-metadata.json
index 991d6a1fd..1aef7b818 100644
--- a/ro-crate-metadata.json
+++ b/ro-crate-metadata.json
@@ -23,7 +23,7 @@
             "@type": "Dataset",
             "creativeWorkStatus": "InProgress",
             "datePublished": "2025-09-30T09:50:52+00:00",
-            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new/nf-core/mag)\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.4.1-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.4.1)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), and/or [COMEBin](https://github.com/ziyewang/COMEBin)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>\n```\n\nor\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [William Rosenbaum](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
+            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new/nf-core/mag)\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.4.1-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.4.1)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), [COMEBin](https://github.com/ziyewang/COMEBin), and/or [MetaBinner](https://github.com/ziyewang/MetaBinner)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>\n```\n\nor\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [William Rosenbaum](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
             "hasPart": [
                 {
                     "@id": "main.nf"
@@ -396,4 +396,4 @@
             "name": "Daniel Straub"
         }
     ]
-}
+}
\ No newline at end of file

From ae187a08a0b5e48d46ab84963a08dda0092192db Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Mon, 27 Oct 2025 16:45:21 +0100
Subject: [PATCH 238/288] split METABINNER into subworkflow

---
 conf/base.config                              |  2 +-
 conf/modules.config                           | 23 +++++-
 docs/output.md                                |  2 +-
 modules/local/metabinner/main.nf              | 77 -------------------
 .../environment.yml                           |  0
 modules/local/metabinner_bins/main.nf         | 43 +++++++++++
 modules/local/metabinner_kmer/environment.yml |  7 ++
 modules/local/metabinner_kmer/main.nf         | 35 +++++++++
 .../metabinner_metabinner/environment.yml     |  7 ++
 modules/local/metabinner_metabinner/main.nf   | 52 +++++++++++++
 .../local/metabinner_tooshort/environment.yml |  7 ++
 modules/local/metabinner_tooshort/main.nf     | 35 +++++++++
 subworkflows/local/binning/main.nf            | 12 +--
 subworkflows/local/binning_metabinner/main.nf | 52 +++++++++++++
 14 files changed, 266 insertions(+), 88 deletions(-)
 delete mode 100644 modules/local/metabinner/main.nf
 rename modules/local/{metabinner => metabinner_bins}/environment.yml (100%)
 create mode 100644 modules/local/metabinner_bins/main.nf
 create mode 100644 modules/local/metabinner_kmer/environment.yml
 create mode 100644 modules/local/metabinner_kmer/main.nf
 create mode 100644 modules/local/metabinner_metabinner/environment.yml
 create mode 100644 modules/local/metabinner_metabinner/main.nf
 create mode 100644 modules/local/metabinner_tooshort/environment.yml
 create mode 100644 modules/local/metabinner_tooshort/main.nf
 create mode 100644 subworkflows/local/binning_metabinner/main.nf

diff --git a/conf/base.config b/conf/base.config
index e4a65743e..077f976ed 100644
--- a/conf/base.config
+++ b/conf/base.config
@@ -169,7 +169,7 @@ process {
     withName: COMEBIN_RUNCOMEBIN {
         errorStrategy = { task.exitStatus in [1, 255] ? 'ignore' : 'retry' }
     }
-    withName: METABINNER {
+    withName: METABINNER_METABINNER {
         errorStrategy = { task.exitStatus in [1, 255] ? 'ignore' : 'retry' }
     }
     withName: DASTOOL_DASTOOL {
diff --git a/conf/modules.config b/conf/modules.config
index d8a3892e6..ebc8db6ea 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -822,13 +822,31 @@ process {
         ext.prefix = { "${meta.assembler}-COMEBin-${meta.id}" }
     }
 
-    withName: METABINNER {
+    withName: METABINNER_KMER {
+        ext.prefix = { "${meta.assembler}-MetaBinner-${meta.id}" }
+        ext.min_contig_size = { params.min_contig_size < 1000 ? "1000" : "${params.min_contig_size}" }
+    }
+
+    withName: METABINNER_TOOSHORT {
+        ext.prefix = { "${meta.assembler}-MetaBinner-${meta.id}" }
+        ext.min_contig_size = { params.min_contig_size < 1000 ? "1000" : "${params.min_contig_size}" }
+    }
+
+    withName: METABINNER_METABINNER {
         publishDir = [
             [
                 path: { "${params.outdir}/GenomeBinning/MetaBinner/stats"},
                 mode: params.publish_dir_mode,
                 pattern: '*.{log,log.gz,tsv.gz}'
-            ],
+            ]
+        ]
+        ext.prefix = { "${meta.assembler}-MetaBinner-${meta.id}" }
+        ext.min_contig_size = { params.min_contig_size < 1000 ? "1000" : "${params.min_contig_size}" }
+        ext.args = { "-s ${params.bin_metabinner_scale}" }
+    }
+
+    withName: METABINNER_BINS {
+        publishDir = [
             [
                 path: { "${params.outdir}/GenomeBinning/MetaBinner/"},
                 mode: params.publish_dir_mode,
@@ -852,7 +870,6 @@ process {
         ]
         ext.prefix = { "${meta.assembler}-MetaBinner-${meta.id}" }
         ext.min_contig_size = { params.min_contig_size < 1000 ? "1000" : "${params.min_contig_size}" }
-        ext.args = { "-s ${params.bin_metabinner_scale}" }
     }
 
     withName: SEQKIT_STATS {
diff --git a/docs/output.md b/docs/output.md
index c18e56d5d..1f91f7b54 100644
--- a/docs/output.md
+++ b/docs/output.md
@@ -474,7 +474,7 @@ Note that COMEBin does not output what it considers 'unbinned' contigs, therefor
 - `GenomeBinning/MetaBinner/`
   - `bins/[assembler]-[binner]-[sample/group].*.fa.gz`: Genome bins retrieved from input assembly.
   - `discarded/[assembler]-[binner]-[sample/group].tooShort.fa.gz`: Contigs that were not considered for binning because of length.
-  - `unbinned/[assembler]-[binner]-[sample/group].tooShort.fa.gz`: Contigs that were not binned despite having suitable length.
+  - `unbinned/[assembler]-[binner]-[sample/group].unbinned.fa.gz`: Contigs that were not binned despite having suitable length.
   - `stats/[assembler]-[binner]-[sample/group].metabinner.log.gz`: Log file.
   - `stats/[assembler]-[binner]-[sample/group].tsv.gz`: TSV mapping the contigs to output clusters.
 
diff --git a/modules/local/metabinner/main.nf b/modules/local/metabinner/main.nf
deleted file mode 100644
index 56c2b2745..000000000
--- a/modules/local/metabinner/main.nf
+++ /dev/null
@@ -1,77 +0,0 @@
-process METABINNER {
-    tag "$meta.id"
-    label 'process_medium'
-
-    conda "${moduleDir}/environment.yml"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/metabinner:1.4.4--hdfd78af_0' :
-        'quay.io/biocontainers/metabinner:1.4.4--hdfd78af_0' }"
-
-    input:
-    tuple val(meta), path(fasta), path(depth)
-
-    output:
-    tuple val(meta), path("*.tooShort.fa.gz")         , emit: tooshort
-    tuple val(meta), path("*.lowDepth.fa.gz")         , optional:true , emit: lowdepth
-    tuple val(meta), path("*.unbinned.fa.gz")         , emit: unbinned
-    tuple val(meta), path("*.tsv.gz")                 , emit: membership
-    tuple val(meta), path("bins/*.fa.gz")             , emit: bins
-    tuple val(meta), path("*.log.gz")                 , emit: log
-    tuple val(meta), path("coverage_profile.tsv")     , emit: coverage_profile
-    tuple val(meta), path("*.csv.gz")                 , emit: composition_profile
-    path "versions.yml"                               , emit: versions
-
-    script:
-    def args   = task.ext.args ?: ''
-    def prefix = task.ext.prefix ?: "${meta.id}"
-    def min_contig_size = task.ext.min_contig_size ?: "1000"
-    def VERSION = '1.4.4-0' // WARN: Version information not provided by tool on CLI. Please update this string when bumping container versions.
-    """
-    metabinner_path=\$(dirname \$(which run_metabinner.sh))
-
-    # create coverage profile in Metabinner format
-    zcat ${depth} | awk '{if (\$2>${min_contig_size}) print \$0 }' | cut -f -1,4- > coverage_profile.tsv
-
-    # create composition profile (contigs > ${min_contig_size} p (default 1000), k = 4)
-    python \${metabinner_path}/scripts/gen_kmer.py ${fasta} ${min_contig_size} 4
-
-    # filter contigs < ${min_contig_size} bp from fasta (default 1000)
-    python \${metabinner_path}/scripts/Filter_tooshort.py ${fasta} ${min_contig_size}
-
-    # requires absolute paths
-    wd=\$(pwd)
-    f="${fasta}"
-    outname=\${f%.*}
-    bash run_metabinner.sh \\
-        -a \${wd}/\${outname}_${min_contig_size}.fa \\
-        -o \${wd}/${prefix} \\
-        -d \${wd}/coverage_profile.tsv \\
-        -k \${wd}/\${outname}_kmer_4_f${min_contig_size}.csv \\
-        -t ${task.cpus} \\
-        -p \${metabinner_path} \\
-        ${args}
-
-    # collect & zip membership & log files
-    gzip -cn ${prefix}/metabinner_res/metabinner_result.tsv > ${prefix}.tsv.gz
-    gzip -cn ${prefix}/metabinner_res/result.log > ${prefix}.metabinner.log.gz
-    gzip -cn \${outname}_kmer_4_f${min_contig_size}.csv > ${prefix}_kmer_4_f${min_contig_size}.csv.gz
-
-    # collect & zip bins & un-binned fractions
-    create_metabinner_bins.py \\
-        ${prefix}/metabinner_res/metabinner_result.tsv \\
-        ${fasta} \\
-        ./bins \\
-        ${prefix} \\
-        ${min_contig_size}
-    find ./bins/ -name "*.fa" -type f | xargs -t -n 1 bgzip -@ ${task.cpus}
-
-    # collect & zip non-binned fractions
-    find ./bins/ -name "*[lowDepth,tooShort,unbinned].fa.gz" -type f -exec mv {} . \\;
-
-    cat <<-END_VERSIONS > versions.yml
-    "${task.process}":
-        MetaBinner: $VERSION
-        python: \$(python --version 2>&1 | sed 's/Python //g')
-    END_VERSIONS
-    """
-}
diff --git a/modules/local/metabinner/environment.yml b/modules/local/metabinner_bins/environment.yml
similarity index 100%
rename from modules/local/metabinner/environment.yml
rename to modules/local/metabinner_bins/environment.yml
diff --git a/modules/local/metabinner_bins/main.nf b/modules/local/metabinner_bins/main.nf
new file mode 100644
index 000000000..6d217ed15
--- /dev/null
+++ b/modules/local/metabinner_bins/main.nf
@@ -0,0 +1,43 @@
+process METABINNER_BINS {
+    tag "$meta.id"
+    label 'process_low'
+
+    conda "${moduleDir}/environment.yml"
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/metabinner:1.4.4--hdfd78af_0' :
+        'quay.io/biocontainers/metabinner:1.4.4--hdfd78af_0' }"
+
+    input:
+    tuple val(meta), path(fasta), path(membership)
+
+    output:
+    tuple val(meta), path("*.tooShort.fa.gz")         , emit: tooshort
+    tuple val(meta), path("*.unbinned.fa.gz")         , emit: unbinned
+    tuple val(meta), path("bins/*.fa.gz")             , emit: bins
+    path "versions.yml"                               , emit: versions
+
+    script:
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    def min_contig_size = task.ext.min_contig_size ?: "1000"
+    """
+    # unzip membership file
+    zcat ${membership} > membership.tsv
+
+    # collect bins & un-binned fractions
+    create_metabinner_bins.py \\
+        membership.tsv \\
+        ${fasta} \\
+        ./bins \\
+        ${prefix} \\
+        ${min_contig_size}
+    find ./bins/ -name "*.fa" -type f | xargs -t -n 1 bgzip -@ ${task.cpus}
+
+    # zip contig fractions
+    find ./bins/ -name "*[tooShort,unbinned].fa.gz" -type f -exec mv {} . \\;
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        python: \$(python --version 2>&1 | sed 's/Python //g')
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/metabinner_kmer/environment.yml b/modules/local/metabinner_kmer/environment.yml
new file mode 100644
index 000000000..9cea0d405
--- /dev/null
+++ b/modules/local/metabinner_kmer/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::metabinner=1.4.4-0
diff --git a/modules/local/metabinner_kmer/main.nf b/modules/local/metabinner_kmer/main.nf
new file mode 100644
index 000000000..a51a6d9ce
--- /dev/null
+++ b/modules/local/metabinner_kmer/main.nf
@@ -0,0 +1,35 @@
+process METABINNER_KMER {
+    tag "$meta.id"
+    label 'process_low'
+
+    conda "${moduleDir}/environment.yml"
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/metabinner:1.4.4--hdfd78af_0' :
+        'quay.io/biocontainers/metabinner:1.4.4--hdfd78af_0' }"
+
+    input:
+    tuple val(meta), path(fasta)
+
+    output:
+    tuple val(meta), path("*_kmer_4_f${min_contig_size}.csv.gz"), emit: composition_profile
+    path "versions.yml"                                         , emit: versions
+
+    script:
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    min_contig_size = task.ext.min_contig_size ?: "1000"
+    def VERSION = '1.4.4-0' // WARN: Version information not provided by tool on CLI. Please update this string when bumping container versions.
+    """
+    metabinner_path=\$(dirname \$(which run_metabinner.sh))
+
+    # create composition profile (contigs > ${min_contig_size} p (default 1000), k = 4)
+    python \${metabinner_path}/scripts/gen_kmer.py ${fasta} ${min_contig_size} 4
+
+    gzip -cn ${fasta.baseName}_kmer_4_f${min_contig_size}.csv > ${prefix}_kmer_4_f${min_contig_size}.csv.gz
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        MetaBinner: $VERSION
+        python: \$(python --version 2>&1 | sed 's/Python //g')
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/metabinner_metabinner/environment.yml b/modules/local/metabinner_metabinner/environment.yml
new file mode 100644
index 000000000..9cea0d405
--- /dev/null
+++ b/modules/local/metabinner_metabinner/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::metabinner=1.4.4-0
diff --git a/modules/local/metabinner_metabinner/main.nf b/modules/local/metabinner_metabinner/main.nf
new file mode 100644
index 000000000..b06dfe328
--- /dev/null
+++ b/modules/local/metabinner_metabinner/main.nf
@@ -0,0 +1,52 @@
+process METABINNER_METABINNER {
+    tag "$meta.id"
+    label 'process_medium'
+
+    conda "${moduleDir}/environment.yml"
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/metabinner:1.4.4--hdfd78af_0' :
+        'quay.io/biocontainers/metabinner:1.4.4--hdfd78af_0' }"
+
+    input:
+    tuple val(meta), path(fasta), path(kmer), path(depth)
+
+    output:
+    tuple val(meta), path("*.tsv.gz") , emit: membership
+    tuple val(meta), path("*.log.gz") , emit: log
+    path "versions.yml"               , emit: versions
+
+    script:
+    def args   = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    def min_contig_size = task.ext.min_contig_size ?: "1000"
+    def VERSION = '1.4.4-0' // WARN: Version information not provided by tool on CLI. Please update this string when bumping container versions.
+    """
+    # unzip kmer file
+    zcat $kmer > kmer_profile.csv
+
+    # create coverage profile in Metabinner format
+    zcat ${depth} | awk '{if (\$2>${min_contig_size}) print \$0 }' | cut -f -1,4- > coverage_profile.tsv
+
+    # requires absolute paths
+    wd=\$(pwd)
+    metabinner_path=\$(dirname \$(which run_metabinner.sh))
+    bash run_metabinner.sh \\
+        -a \${wd}/${fasta} \\
+        -o \${wd}/${prefix} \\
+        -d \${wd}/coverage_profile.tsv \\
+        -k \${wd}/kmer_profile.csv \\
+        -t ${task.cpus} \\
+        -p \${metabinner_path} \\
+        ${args}
+
+    # collect & zip membership & log files
+    gzip -cn ${prefix}/metabinner_res/metabinner_result.tsv > ${prefix}.tsv.gz
+    gzip -cn ${prefix}/metabinner_res/result.log > ${prefix}.metabinner.log.gz
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        MetaBinner: $VERSION
+        python: \$(python --version 2>&1 | sed 's/Python //g')
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/metabinner_tooshort/environment.yml b/modules/local/metabinner_tooshort/environment.yml
new file mode 100644
index 000000000..9cea0d405
--- /dev/null
+++ b/modules/local/metabinner_tooshort/environment.yml
@@ -0,0 +1,7 @@
+---
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/environment-schema.json
+channels:
+  - conda-forge
+  - bioconda
+dependencies:
+  - bioconda::metabinner=1.4.4-0
diff --git a/modules/local/metabinner_tooshort/main.nf b/modules/local/metabinner_tooshort/main.nf
new file mode 100644
index 000000000..2e62a5573
--- /dev/null
+++ b/modules/local/metabinner_tooshort/main.nf
@@ -0,0 +1,35 @@
+process METABINNER_TOOSHORT {
+    tag "$meta.id"
+    label 'process_low'
+
+    conda "${moduleDir}/environment.yml"
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/metabinner:1.4.4--hdfd78af_0' :
+        'quay.io/biocontainers/metabinner:1.4.4--hdfd78af_0' }"
+
+    input:
+    tuple val(meta), path(fasta)
+
+    output:
+    tuple val(meta), path("*.${min_contig_size}.fa") , emit: sizefiltered
+    path "versions.yml"                              , emit: versions
+
+    script:
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    min_contig_size = task.ext.min_contig_size ?: "1000"
+    def VERSION = '1.4.4-0' // WARN: Version information not provided by tool on CLI. Please update this string when bumping container versions.
+    """
+    metabinner_path=\$(dirname \$(which run_metabinner.sh))
+
+    # filter contigs < ${min_contig_size} bp from fasta (default 1000)
+    python \${metabinner_path}/scripts/Filter_tooshort.py ${fasta} ${min_contig_size}
+
+    mv ${fasta.baseName}_${min_contig_size}.fa ${prefix}.${min_contig_size}.fa
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        MetaBinner: $VERSION
+        python: \$(python --version 2>&1 | sed 's/Python //g')
+    END_VERSIONS
+    """
+}
diff --git a/subworkflows/local/binning/main.nf b/subworkflows/local/binning/main.nf
index 4ffde4883..03694d8ea 100644
--- a/subworkflows/local/binning/main.nf
+++ b/subworkflows/local/binning/main.nf
@@ -2,13 +2,13 @@
  * Binning with MetaBAT2 and MaxBin2
  */
 include { FASTA_BINNING_CONCOCT                                                                  } from '../../../subworkflows/nf-core/fasta_binning_concoct/main'
+include { BINNING_METABINNER                                                                     } from '../../../subworkflows/local/binning_metabinner/main'
 
 include { METABAT2_METABAT2                                                                      } from '../../../modules/nf-core/metabat2/metabat2/main'
 include { METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS as METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_SHORTREAD } from '../../../modules/nf-core/metabat2/jgisummarizebamcontigdepths/main'
 include { METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS as METABAT2_JGISUMMARIZEBAMCONTIGDEPTHS_LONGREAD  } from '../../../modules/nf-core/metabat2/jgisummarizebamcontigdepths/main'
 include { MAXBIN2                                                                                } from '../../../modules/nf-core/maxbin2/main'
 include { COMEBIN_RUNCOMEBIN                                                                     } from '../../../modules/nf-core/comebin/runcomebin/main'
-include { METABINNER                                                                             } from '../../../modules/local/metabinner'
 
 include { GUNZIP as GUNZIP_BINS                                                                  } from '../../../modules/nf-core/gunzip/main'
 include { GUNZIP as GUNZIP_UNBINS                                                                } from '../../../modules/nf-core/gunzip/main'
@@ -142,18 +142,18 @@ workflow BINNING {
 
     // MetaBinner
     if (!params.skip_metabinner) {
-        METABINNER(
+        BINNING_METABINNER(
             ch_metabat2_input
                 .map { meta, assembly, depths ->
                     def meta_new = meta + [binner: 'MetaBinner']
                     [meta_new, assembly, depths]
                 }
         )
-        ch_versions = ch_versions.mix(METABINNER.out.versions)
+        ch_versions = ch_versions.mix(BINNING_METABINNER.out.versions)
 
-        ch_bins_for_seqkit = ch_bins_for_seqkit.mix( METABINNER.out.bins.transpose() )
-        ch_binning_results_gzipped_final = ch_binning_results_gzipped_final.mix( METABINNER.out.bins )
-        ch_input_splitfasta = ch_input_splitfasta.mix(METABINNER.out.unbinned)
+        ch_bins_for_seqkit = ch_bins_for_seqkit.mix( BINNING_METABINNER.out.bins.transpose() )
+        ch_binning_results_gzipped_final = ch_binning_results_gzipped_final.mix( BINNING_METABINNER.out.bins )
+        ch_input_splitfasta = ch_input_splitfasta.mix(BINNING_METABINNER.out.unbinned)
     }
 
     // group bins into per-sample process and not flood clusters with thousands of seqkit jobs
diff --git a/subworkflows/local/binning_metabinner/main.nf b/subworkflows/local/binning_metabinner/main.nf
new file mode 100644
index 000000000..51df40f58
--- /dev/null
+++ b/subworkflows/local/binning_metabinner/main.nf
@@ -0,0 +1,52 @@
+include { METABINNER_KMER           } from '../../../modules/local/metabinner_kmer/main.nf'
+include { METABINNER_TOOSHORT       } from '../../../modules/local/metabinner_tooshort/main.nf'
+include { METABINNER_METABINNER     } from '../../../modules/local/metabinner_metabinner/main.nf'
+include { METABINNER_BINS           } from '../../../modules/local/metabinner_bins/main.nf'
+
+workflow BINNING_METABINNER {
+
+    take:
+    ch_input // channel (mandatory): [ val(meta), path(fasta), path(depth) ] (fasta: raw contigs from assembly)
+
+    main:
+    ch_versions = Channel.empty()
+
+    // produce k-mer composition table
+    METABINNER_KMER(
+        ch_input
+            .map { meta, assembly, depths ->
+                [meta, assembly]
+            }
+    )
+    ch_versions = ch_versions.mix(METABINNER_KMER.out.versions)
+
+    // extract contigs over length threshold
+    METABINNER_TOOSHORT(
+        ch_input
+            .map { meta, assembly, depths ->
+                [meta, assembly]
+            }
+    )
+    ch_versions = ch_versions.mix(METABINNER_TOOSHORT.out.versions)
+
+    // binning
+    ch_metabinner_input =
+        METABINNER_TOOSHORT.out.sizefiltered
+        .join(METABINNER_KMER.out.composition_profile)
+        .join(ch_input.map { meta, assembly, depths -> [meta, depths] } )
+    METABINNER_METABINNER(ch_metabinner_input)
+    ch_versions = ch_versions.mix(METABINNER_METABINNER.out.versions)
+
+    // extract bin sequences
+    METABINNER_BINS(
+        ch_input.map { meta, assembly, depths -> [meta, assembly] }
+            .join(METABINNER_METABINNER.out.membership)
+    )
+    ch_versions = ch_versions.mix(METABINNER_BINS.out.versions)
+
+    emit:
+    tooshort            = METABINNER_BINS.out.tooshort
+    unbinned            = METABINNER_BINS.out.unbinned
+    bins                = METABINNER_BINS.out.bins
+    versions            = ch_versions // channel: [ versions.yml ]
+}

From 7c54b535f996b46cd741cb8b149bc32ba8f70f8e Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 27 Oct 2025 21:14:56 +0100
Subject: [PATCH 239/288] Post release version bump

---
 .nf-core.yml              |  2 +-
 CHANGELOG.md              | 16 ++++++++++++
 assets/multiqc_config.yml |  2 +-
 nextflow.config           |  2 +-
 ro-crate-metadata.json    | 54 +++++++++++++++++++--------------------
 5 files changed, 46 insertions(+), 30 deletions(-)

diff --git a/.nf-core.yml b/.nf-core.yml
index 46aa16f34..0e961c9a7 100644
--- a/.nf-core.yml
+++ b/.nf-core.yml
@@ -16,4 +16,4 @@ template:
   name: mag
   org: nf-core
   outdir: .
-  version: 5.1.0
+  version: 5.2.0dev
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 131566026..3c149be6b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,6 +3,22 @@
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## v5.1.0dev - [date]
+
+### `Added`
+
+### `Changed`
+
+### `Fixed`
+
+### `Dependencies`
+
+| Tool | Previous version | New version |
+| ---- | ---------------- | ----------- |
+|      |                  |             |
+
+### `Deprecated`
+
 ## v5.1.0 - 2025-10-27
 
 ### `Added`
diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index 41f6a817a..f35d1cabd 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -1,5 +1,5 @@
 report_comment: >
-  This report has been generated by the <a href="https://github.com/nf-core/mag/releases/tag/5.1.0" target="_blank">nf-core/mag</a> analysis pipeline. For information about how to interpret these results, please see the <a href="https://nf-co.re/mag/5.1.0/docs/output" target="_blank">documentation</a>.
+  This report has been generated by the <a href="https://github.com/nf-core/mag/tree/dev" target="_blank">nf-core/mag</a> analysis pipeline. For information about how to interpret these results, please see the <a href="https://nf-co.re/mag/dev/docs/output" target="_blank">documentation</a>.
 report_section_order:
   "nf-core-mag-methods-description":
     order: -1000
diff --git a/nextflow.config b/nextflow.config
index c549d0552..6944e2586 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -509,7 +509,7 @@ manifest {
     mainScript      = 'main.nf'
     defaultBranch   = 'main'
     nextflowVersion = '!>=25.04.2'
-    version         = '5.1.0'
+    version         = '5.2.0dev'
     doi             = '10.1093/nargab/lqac007'
 }
 
diff --git a/ro-crate-metadata.json b/ro-crate-metadata.json
index e36d17ea3..25bb0cdcb 100644
--- a/ro-crate-metadata.json
+++ b/ro-crate-metadata.json
@@ -21,8 +21,8 @@
         {
             "@id": "./",
             "@type": "Dataset",
-            "creativeWorkStatus": "Stable",
-            "datePublished": "2025-10-24T13:09:30+00:00",
+            "creativeWorkStatus": "InProgress",
+            "datePublished": "2025-10-27T20:13:59+00:00",
             "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new/nf-core/mag)\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.4.1-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.4.1)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), and/or [COMEBin](https://github.com/ziyewang/COMEBin)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>\n```\n\nor\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [William Rosenbaum](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
             "hasPart": [
                 {
@@ -105,7 +105,7 @@
             },
             "mentions": [
                 {
-                    "@id": "#5cce41b2-5a9e-4dfe-8a4c-f27bb018b3a8"
+                    "@id": "#fd62d656-fb78-4bcc-991b-b6a30ef87a2c"
                 }
             ],
             "name": "nf-core/mag"
@@ -134,26 +134,26 @@
             ],
             "creator": [
                 {
-                    "@id": "https://orcid.org/0000-0003-0603-7907"
+                    "@id": "#42973691+d4straub@users.noreply.github.com"
                 },
                 {
-                    "@id": "#42973691+d4straub@users.noreply.github.com"
+                    "@id": "#68351153+CarsonJM@users.noreply.github.com"
                 },
                 {
-                    "@id": "#jfy133@gmail.com"
+                    "@id": "https://orcid.org/0000-0003-0603-7907"
                 },
                 {
                     "@id": "#jfy133@gmail.com"
                 },
                 {
-                    "@id": "#68351153+CarsonJM@users.noreply.github.com"
+                    "@id": "#jfy133@gmail.com"
                 },
                 {
                     "@id": "https://orcid.org/0000-0001-9807-1082"
                 }
             ],
             "dateCreated": "",
-            "dateModified": "2025-10-24T15:09:30Z",
+            "dateModified": "2025-10-27T21:13:59Z",
             "dct:conformsTo": "https://bioschemas.org/profiles/ComputationalWorkflow/1.0-RELEASE/",
             "keywords": [
                 "nf-core",
@@ -172,10 +172,10 @@
             ],
             "maintainer": [
                 {
-                    "@id": "https://orcid.org/0000-0003-0603-7907"
+                    "@id": "#42973691+d4straub@users.noreply.github.com"
                 },
                 {
-                    "@id": "#42973691+d4straub@users.noreply.github.com"
+                    "@id": "https://orcid.org/0000-0003-0603-7907"
                 },
                 {
                     "@id": "#jfy133@gmail.com"
@@ -195,10 +195,10 @@
             },
             "url": [
                 "https://github.com/nf-core/mag",
-                "https://nf-co.re/mag/5.1.0/"
+                "https://nf-co.re/mag/dev/"
             ],
             "version": [
-                "5.1.0"
+                "5.2.0dev"
             ]
         },
         {
@@ -214,11 +214,11 @@
             "version": "!>=25.04.2"
         },
         {
-            "@id": "#5cce41b2-5a9e-4dfe-8a4c-f27bb018b3a8",
+            "@id": "#fd62d656-fb78-4bcc-991b-b6a30ef87a2c",
             "@type": "TestSuite",
             "instance": [
                 {
-                    "@id": "#05638057-518c-4ba0-a34f-a4f210c65c9c"
+                    "@id": "#11276647-6605-40f1-82b0-79cff0fc797c"
                 }
             ],
             "mainEntity": {
@@ -227,7 +227,7 @@
             "name": "Test suite for nf-core/mag"
         },
         {
-            "@id": "#05638057-518c-4ba0-a34f-a4f210c65c9c",
+            "@id": "#11276647-6605-40f1-82b0-79cff0fc797c",
             "@type": "TestInstance",
             "name": "GitHub Actions workflow for testing nf-core/mag",
             "resource": "repos/nf-core/mag/actions/workflows/nf-test.yml",
@@ -365,30 +365,30 @@
             "name": "nf-core",
             "url": "https://nf-co.re/"
         },
-        {
-            "@id": "https://orcid.org/0000-0003-0603-7907",
-            "@type": "Person",
-            "email": "sabrina.krakau.qbic@gmail.com",
-            "name": "Sabrina Krakau"
-        },
         {
             "@id": "#42973691+d4straub@users.noreply.github.com",
             "@type": "Person",
             "email": "42973691+d4straub@users.noreply.github.com",
             "name": "Daniel Straub"
         },
-        {
-            "@id": "#jfy133@gmail.com",
-            "@type": "Person",
-            "email": "jfy133@gmail.com",
-            "name": "James Fellows Yates"
-        },
         {
             "@id": "#68351153+CarsonJM@users.noreply.github.com",
             "@type": "Person",
             "email": "68351153+CarsonJM@users.noreply.github.com",
             "name": "Carson J Miller"
         },
+        {
+            "@id": "https://orcid.org/0000-0003-0603-7907",
+            "@type": "Person",
+            "email": "sabrina.krakau.qbic@gmail.com",
+            "name": "Sabrina Krakau"
+        },
+        {
+            "@id": "#jfy133@gmail.com",
+            "@type": "Person",
+            "email": "jfy133@gmail.com",
+            "name": "James A. Fellows Yates"
+        },
         {
             "@id": "https://orcid.org/0000-0001-9807-1082",
             "@type": "Person",

From e28c2cd0e890defd0a4add83672239aefb0dfff2 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 27 Oct 2025 21:31:44 +0100
Subject: [PATCH 240/288] Bump version in snapshots

---
 tests/default.nf.test.snap                        | 2 +-
 tests/test_alternatives.nf.test.snap              | 2 +-
 tests/test_assembly_input.nf.test.snap            | 2 +-
 tests/test_hybrid.nf.test.snap                    | 2 +-
 tests/test_longreadonly.nf.test.snap              | 2 +-
 tests/test_longreadonly_alternatives.nf.test.snap | 2 +-
 tests/test_minimal.nf.test.snap                   | 2 +-
 tests/test_single_end.nf.test.snap                | 2 +-
 8 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index 3a402d87c..483af1bb2 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -134,7 +134,7 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.1.0"
+                    "nf-core/mag": "v5.2.0dev"
                 }
             }
         ],
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index 285c7328f..32996bf58 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -97,7 +97,7 @@
                     "trimmomatic": 0.39
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.1.0"
+                    "nf-core/mag": "v5.2.0dev"
                 },
                 "r-base": "4.1.3",
                 "r-tidyverse": "1.3.1"
diff --git a/tests/test_assembly_input.nf.test.snap b/tests/test_assembly_input.nf.test.snap
index 1f4e93743..21de98e48 100644
--- a/tests/test_assembly_input.nf.test.snap
+++ b/tests/test_assembly_input.nf.test.snap
@@ -106,7 +106,7 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.1.0"
+                    "nf-core/mag": "v5.2.0dev"
                 }
             }
         ],
diff --git a/tests/test_hybrid.nf.test.snap b/tests/test_hybrid.nf.test.snap
index 7baa3b9ae..30f2817c1 100644
--- a/tests/test_hybrid.nf.test.snap
+++ b/tests/test_hybrid.nf.test.snap
@@ -135,7 +135,7 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.1.0"
+                    "nf-core/mag": "v5.2.0dev"
                 }
             }
         ],
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index cd579c601..b12d39986 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -116,7 +116,7 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.1.0"
+                    "nf-core/mag": "v5.2.0dev"
                 }
             }
         ],
diff --git a/tests/test_longreadonly_alternatives.nf.test.snap b/tests/test_longreadonly_alternatives.nf.test.snap
index fead2dd98..1882696e4 100644
--- a/tests/test_longreadonly_alternatives.nf.test.snap
+++ b/tests/test_longreadonly_alternatives.nf.test.snap
@@ -79,7 +79,7 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.1.0"
+                    "nf-core/mag": "v5.2.0dev"
                 }
             }
         ],
diff --git a/tests/test_minimal.nf.test.snap b/tests/test_minimal.nf.test.snap
index 7d748c619..8aa49f4c2 100644
--- a/tests/test_minimal.nf.test.snap
+++ b/tests/test_minimal.nf.test.snap
@@ -41,7 +41,7 @@
                     "fastqc": "0.12.1"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.1.0"
+                    "nf-core/mag": "v5.2.0dev"
                 }
             }
         ],
diff --git a/tests/test_single_end.nf.test.snap b/tests/test_single_end.nf.test.snap
index 9531bec9a..0061b1c06 100644
--- a/tests/test_single_end.nf.test.snap
+++ b/tests/test_single_end.nf.test.snap
@@ -168,7 +168,7 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.1.0"
+                    "nf-core/mag": "v5.2.0dev"
                 }
             }
         ],

From 04c9e509598d703c800e9d0987ba15e6bb3e31fd Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 28 Oct 2025 09:15:31 +0100
Subject: [PATCH 241/288] fix rocrate_readme_sync

---
 ro-crate-metadata.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ro-crate-metadata.json b/ro-crate-metadata.json
index 25bb0cdcb..b481e2e4d 100644
--- a/ro-crate-metadata.json
+++ b/ro-crate-metadata.json
@@ -23,7 +23,7 @@
             "@type": "Dataset",
             "creativeWorkStatus": "InProgress",
             "datePublished": "2025-10-27T20:13:59+00:00",
-            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new/nf-core/mag)\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.4.1-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.4.1)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), and/or [COMEBin](https://github.com/ziyewang/COMEBin)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>\n```\n\nor\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [William Rosenbaum](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
+            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new/nf-core/mag)\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.4.1-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.4.1)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), [COMEBin](https://github.com/ziyewang/COMEBin), and/or [MetaBinner](https://github.com/ziyewang/MetaBinner)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>\n```\n\nor\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [William Rosenbaum](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
             "hasPart": [
                 {
                     "@id": "main.nf"

From 20175a9c155bf2d7e78117cf77aed35740309dd0 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 28 Oct 2025 05:16:47 -0300
Subject: [PATCH 242/288] Remove obsolete command

---
 README.md     | 6 ------
 docs/usage.md | 8 ++++----
 2 files changed, 4 insertions(+), 10 deletions(-)

diff --git a/README.md b/README.md
index 2d0ff7d4b..47906e758 100644
--- a/README.md
+++ b/README.md
@@ -60,12 +60,6 @@ Furthermore, the pipeline creates various reports in the results directory speci
 > [!NOTE]
 > If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.
 
-```bash
-nextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>
-```
-
-or
-
 ```bash
 nextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>
 ```
diff --git a/docs/usage.md b/docs/usage.md
index ff3203e48..ed0845cb2 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -49,8 +49,8 @@ or to additionally perform run merging of two runs from sample1:
 
 ```csv title="samplesheet_mix_mergeruns.csv"
 sample,run,group,short_reads_1,short_reads_2,long_reads,short_reads_platform,long_reads_platform
-sample1,1,0,data/sample1_lane2_R1.fastq.gz,data/sample1_lane2_R2.fastq.gz,data/sample1.fastq.gz,ILLUMINA,OXFORD_NANOPORE
-sample1,2,0,data/sample1_R1.fastq.gz,data/sample1_R2.fastq.gz,data/sample1.fastq.gz,ILLUMINA,OXFORD_NANOPORE
+sample1,1,0,data/sample1_R1.fastq.gz,data/sample1_R2.fastq.gz,data/sample1.fastq.gz,ILLUMINA,OXFORD_NANOPORE
+sample1,2,0,data/sample1_lane2_R1.fastq.gz,data/sample1_lane2_R2.fastq.gz,data/sample1.fastq.gz,ILLUMINA,OXFORD_NANOPORE
 sample2,0,0,data/sample2_R1.fastq.gz,data/sample2_R2.fastq.gz,data/sample2.fastq.gz,ILLUMINA,OXFORD_NANOPORE
 sample3,1,0,data/sample3_R1.fastq.gz,data/sample3_R2.fastq.gz,,ILLUMINA,OXFORD_NANOPORE
 ```
@@ -59,8 +59,8 @@ If only long read data is available, the columns `short_reads_1` and `short_read
 
 ```csv title="samplesheet_longreadonly.csv"
 sample,run,group,long_reads,long_reads_platform
-sample1,1,0,data/sample1.fastq.gz,OXFORD_NANOPORE
-sample1,2,0,data/sample1.fastq.gz,OXFORD_NANOPORE
+sample1,1,0,data/sample1A.fastq.gz,OXFORD_NANOPORE
+sample1,2,0,data/sample1B.fastq.gz,OXFORD_NANOPORE
 sample2,0,0,data/sample2.fastq.gz,OXFORD_NANOPORE
 sample3,1,0,data/sample3.fastq.gz,OXFORD_NANOPORE
 ```

From fc4f2eea76004c9961e322902b3cf74700b00b7b Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 28 Oct 2025 05:26:49 -0300
Subject: [PATCH 243/288] Update changelog

---
 CHANGELOG.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 3c149be6b..213c872f3 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -11,6 +11,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Fixed`
 
+- [#896](https://github.com/nf-core/mag/pull/896) - Remove obsolete execution command from README (by @dialvarezs)
+
 ### `Dependencies`
 
 | Tool | Previous version | New version |

From a8b4488ebe78c6e5cf4e21792c3c37e9362d24ab Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 28 Oct 2025 10:16:00 +0100
Subject: [PATCH 244/288] Update ROcrate

---
 ro-crate-metadata.json | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/ro-crate-metadata.json b/ro-crate-metadata.json
index 25bb0cdcb..dd91853d6 100644
--- a/ro-crate-metadata.json
+++ b/ro-crate-metadata.json
@@ -23,7 +23,7 @@
             "@type": "Dataset",
             "creativeWorkStatus": "InProgress",
             "datePublished": "2025-10-27T20:13:59+00:00",
-            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new/nf-core/mag)\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.4.1-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.4.1)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), and/or [COMEBin](https://github.com/ziyewang/COMEBin)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>\n```\n\nor\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [William Rosenbaum](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
+            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new/nf-core/mag)\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.4.1-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.4.1)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), and/or [COMEBin](https://github.com/ziyewang/COMEBin)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [William Rosenbaum](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
             "hasPart": [
                 {
                     "@id": "main.nf"
@@ -396,4 +396,4 @@
             "name": "Hadrien Gourl\u00e9"
         }
     ]
-}
\ No newline at end of file
+}

From ea45b727ea6d54095de1c95ecddbda99c318b1e4 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 29 Oct 2025 12:23:49 +0100
Subject: [PATCH 245/288] Try workaround to get AWS full tests to work

---
 nextflow.config | 2 --
 1 file changed, 2 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index 6944e2586..75cfafcdb 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -355,8 +355,6 @@ profiles {
     }
 }
 
-// Set AWS client to anonymous when using the default igenomes_base
-aws.client.anonymous = !params.igenomes_ignore && params.igenomes_base?.startsWith('s3://ngi-igenomes/igenomes/') ?: false
 // Load nf-core custom profiles from different institutions
 
 // If params.custom_config_base is set AND either the NXF_OFFLINE environment variable is not set or params.custom_config_base is a local path, the nfcore_custom.config file from the specified base path is included.

From 957996c90acb369ce42b9e69d05d61054eb6dc37 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 29 Oct 2025 12:32:27 +0100
Subject: [PATCH 246/288] Update subworkflows/local/gtdbtk/main.nf

Co-authored-by: Jim Downie <19718667+prototaxites@users.noreply.github.com>
---
 subworkflows/local/gtdbtk/main.nf | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/subworkflows/local/gtdbtk/main.nf b/subworkflows/local/gtdbtk/main.nf
index b2369c5f5..e6ff50b6a 100644
--- a/subworkflows/local/gtdbtk/main.nf
+++ b/subworkflows/local/gtdbtk/main.nf
@@ -85,7 +85,12 @@ workflow GTDBTK {
     // Print warning why GTDB-TK summary empty if passed channel gets no files
     ch_filtered_bins.passed
         .count()
-        .map { it == 0 ? log.warn("No contigs passed GTDB-TK min. completeness filters. GTDB-TK summary will execute but results will be empty!") : "" }
+        .combine(ch_filtered_bins.discarded.count())
+        .subscribe { passed, failed ->
+            if((passed + failed) > 0 && passed == 0) {
+                log.warn("No contigs passed GTDB-TK min. completeness filters. GTDB-TK summary will execute but results will be empty!")
+            }
+        }
 
     GTDBTK_SUMMARY(
         ch_filtered_bins.discarded.map { it[1] }.collect().ifEmpty([]),

From b22cfdca5ba1ff2dc6d6e92bea182e0812baa529 Mon Sep 17 00:00:00 2001
From: nf-core-bot <core@nf-co.re>
Date: Wed, 29 Oct 2025 11:37:09 +0000
Subject: [PATCH 247/288] [automated] Fix code linting

---
 tests/.nftignore | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/.nftignore b/tests/.nftignore
index 93c6313a9..03c4f6705 100644
--- a/tests/.nftignore
+++ b/tests/.nftignore
@@ -23,4 +23,4 @@ GenomeBinning/QC/BUSCO/**/.checkpoint
 GenomeBinning/QC/BUSCO/**/*.json
 GenomeBinning/QC/BUSCO/**/*.txt
 QC_shortreads/fastqc/*_fastqc.{html,zip}
-QC_shortreads/remove_phix/*.log
\ No newline at end of file
+QC_shortreads/remove_phix/*.log

From 6c1ea5c28cd4b52b6ad27d5962f00a3c88fba368 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 29 Oct 2025 17:05:13 +0100
Subject: [PATCH 248/288] Apply suggestion from @jfy133

---
 nextflow.config | 1 +
 1 file changed, 1 insertion(+)

diff --git a/nextflow.config b/nextflow.config
index 75cfafcdb..aba860f4f 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -355,6 +355,7 @@ profiles {
     }
 }
 
+aws.client.anonymous = false
 // Load nf-core custom profiles from different institutions
 
 // If params.custom_config_base is set AND either the NXF_OFFLINE environment variable is not set or params.custom_config_base is a local path, the nfcore_custom.config file from the specified base path is included.

From 5aadd978027f7e9c691b11e62bfe7908c328789b Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 29 Oct 2025 17:06:42 +0100
Subject: [PATCH 249/288] Update test_full.config

---
 conf/test_full.config | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/conf/test_full.config b/conf/test_full.config
index e228c56e9..8f22f64ae 100644
--- a/conf/test_full.config
+++ b/conf/test_full.config
@@ -264,4 +264,4 @@ process {
     maxRetries    = 2
 }
 
-aws.client.anonymous = true
+aws.client.anonymous = false

From fed608703fb2352e212206304d5996a242abd925 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 29 Oct 2025 17:07:35 +0100
Subject: [PATCH 250/288] Apply suggestion from @jfy133

---
 nextflow.config | 1 -
 1 file changed, 1 deletion(-)

diff --git a/nextflow.config b/nextflow.config
index aba860f4f..75cfafcdb 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -355,7 +355,6 @@ profiles {
     }
 }
 
-aws.client.anonymous = false
 // Load nf-core custom profiles from different institutions
 
 // If params.custom_config_base is set AND either the NXF_OFFLINE environment variable is not set or params.custom_config_base is a local path, the nfcore_custom.config file from the specified base path is included.

From 8d12c6fbb8c5151e844911afb2f22b86908ad42a Mon Sep 17 00:00:00 2001
From: Alex Caswell <horatioesf@protonmail.com>
Date: Fri, 31 Oct 2025 16:13:34 +0000
Subject: [PATCH 251/288] include COMEBin in dastool/bins output folder

---
 conf/modules.config | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/conf/modules.config b/conf/modules.config
index ab0237cc2..263f1ecde 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -873,7 +873,7 @@ process {
             [
                 path: { "${params.outdir}/GenomeBinning/DASTool/bins" },
                 mode: params.publish_dir_mode,
-                pattern: '*-{MetaBAT2,MaxBin2,CONCOCT}Refined-*.fa',
+                pattern: '*-{MetaBAT2,MaxBin2,CONCOCT,COMEBin}Refined-*.fa',
             ],
         ]
     }

From a4b6445dd607a0743b7fce0c1b7898fa0af466b5 Mon Sep 17 00:00:00 2001
From: Alex Caswell <horatioesf@protonmail.com>
Date: Fri, 31 Oct 2025 16:17:29 +0000
Subject: [PATCH 252/288] Update CHANGELOG.md

---
 CHANGELOG.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 213c872f3..7030aa0ac 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,6 +12,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### `Fixed`
 
 - [#896](https://github.com/nf-core/mag/pull/896) - Remove obsolete execution command from README (by @dialvarezs)
+- [#907](https://github.com/nf-core/mag/pull/907) - Include COMEBin bins in the `DASTool/bins` output folder (by @AlexHoratio)
 
 ### `Dependencies`
 

From 0aa9ab495e0dd4bff5175e1b5909538d98914124 Mon Sep 17 00:00:00 2001
From: Alex Caswell <horatioesf@protonmail.com>
Date: Fri, 31 Oct 2025 16:18:31 +0000
Subject: [PATCH 253/288] Update README.md

---
 README.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.md b/README.md
index 47906e758..adc124d1e 100644
--- a/README.md
+++ b/README.md
@@ -101,6 +101,7 @@ Other code contributors include:
 - [Nikolaos Vergoulidis](https://github.com/IceGreb)
 - [Greg Fedewa](https://github.com/harper357)
 - [Vini Salazar](https://github.com/vinisalazar)
+- [Alex Caswell](https://github.com/AlexHoratio)
 
 Long read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)
 

From 596f0aeb0f060af024f2fa90365ff993dae97c6e Mon Sep 17 00:00:00 2001
From: Alex Caswell <horatioesf@protonmail.com>
Date: Fri, 31 Oct 2025 16:26:53 +0000
Subject: [PATCH 254/288] replace glob

---
 conf/modules.config | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/conf/modules.config b/conf/modules.config
index 263f1ecde..816a768d9 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -873,7 +873,7 @@ process {
             [
                 path: { "${params.outdir}/GenomeBinning/DASTool/bins" },
                 mode: params.publish_dir_mode,
-                pattern: '*-{MetaBAT2,MaxBin2,CONCOCT,COMEBin}Refined-*.fa',
+                pattern: '*Refined-*.fa',
             ],
         ]
     }

From 9e65579cc856e8e6d60a730e09a998fda2337a11 Mon Sep 17 00:00:00 2001
From: Alex Caswell <horatioesf@protonmail.com>
Date: Fri, 31 Oct 2025 16:32:27 +0000
Subject: [PATCH 255/288] Update CHANGELOG.md

---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7030aa0ac..9c4e0d4d3 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,7 +12,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### `Fixed`
 
 - [#896](https://github.com/nf-core/mag/pull/896) - Remove obsolete execution command from README (by @dialvarezs)
-- [#907](https://github.com/nf-core/mag/pull/907) - Include COMEBin bins in the `DASTool/bins` output folder (by @AlexHoratio)
+- [#907](https://github.com/nf-core/mag/pull/907) - Include refined bins from all binners in the `DASTool/bins` output folder (by @AlexHoratio)
 
 ### `Dependencies`
 

From 981c8f8e0c10452010954efe77913b73fce408e2 Mon Sep 17 00:00:00 2001
From: Daniel Straub <42973691+d4straub@users.noreply.github.com>
Date: Mon, 3 Nov 2025 09:17:31 +0100
Subject: [PATCH 256/288] Apply suggestion from @dialvarezs

Co-authored-by: Diego Alvarez S. <dialvarezs@gmail.com>
---
 bin/create_metabinner_bins.py | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/bin/create_metabinner_bins.py b/bin/create_metabinner_bins.py
index bebc07f73..cc72e680a 100755
--- a/bin/create_metabinner_bins.py
+++ b/bin/create_metabinner_bins.py
@@ -13,10 +13,7 @@
 prefix = sys.argv[4]
 length = sys.argv[5]
 
-try:
-    os.mkdir(path)
-except OSerror as error:
-    pass
+os.makedirs(path, exist_ok=True)
 
 Metabinner_bins = {}
 with open(binning, 'r') as b:

From 3e689bcc1f04679c531a2279d5c6e7a2f9f1ba29 Mon Sep 17 00:00:00 2001
From: Daniel Straub <42973691+d4straub@users.noreply.github.com>
Date: Mon, 3 Nov 2025 09:18:33 +0100
Subject: [PATCH 257/288] Apply suggestion from @dialvarezs

Co-authored-by: Diego Alvarez S. <dialvarezs@gmail.com>
---
 subworkflows/local/binning_metabinner/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/subworkflows/local/binning_metabinner/main.nf b/subworkflows/local/binning_metabinner/main.nf
index 51df40f58..f46bc2f28 100644
--- a/subworkflows/local/binning_metabinner/main.nf
+++ b/subworkflows/local/binning_metabinner/main.nf
@@ -9,7 +9,7 @@ workflow BINNING_METABINNER {
     ch_input // channel (mandatory): [ val(meta), path(fasta), path(depth) ] (fasta: raw contigs from assembly)
 
     main:
-    ch_versions = Channel.empty()
+    ch_versions = channel.empty()
 
     // produce k-mer composition table
     METABINNER_KMER(

From 17fd583c5e255383d3e9fa811ca093bef84981c3 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Mon, 3 Nov 2025 09:41:07 +0100
Subject: [PATCH 258/288] apply suggestions from code review

---
 bin/create_metabinner_bins.py | 64 ++++++++++++++++++++---------------
 1 file changed, 36 insertions(+), 28 deletions(-)

diff --git a/bin/create_metabinner_bins.py b/bin/create_metabinner_bins.py
index cc72e680a..bfed02df8 100755
--- a/bin/create_metabinner_bins.py
+++ b/bin/create_metabinner_bins.py
@@ -7,31 +7,39 @@
 import os
 from Bio import SeqIO
 
-binning = sys.argv[1]
-fasta = sys.argv[2]
-path = sys.argv[3]
-prefix = sys.argv[4]
-length = sys.argv[5]
-
-os.makedirs(path, exist_ok=True)
-
-Metabinner_bins = {}
-with open(binning, 'r') as b:
-    for line in b:
-        contig, bin = line.strip().split('\t')
-        Metabinner_bins[contig] = bin
-
-for outf in set(Metabinner_bins.values()):
-    name = prefix + "." + outf + ".fa"
-    open(os.path.join(path, name), 'w')
-
-with open(fasta) as handle:
-    for record in SeqIO.parse(handle, "fasta"):
-        if len(record) < int(length):
-            f = prefix + ".tooShort.fa"
-        elif record.id not in Metabinner_bins:
-            f = prefix + ".unbinned.fa"
-        else:
-            f = prefix + "." + Metabinner_bins[record.id] + ".fa"
-        with open(os.path.join(path, f), 'a') as out:
-            SeqIO.write(record, out, "fasta")
+def main():
+    # Argument parsing
+    if len(sys.argv) != 6:
+        print("Usage: python create_metabinner_bins.py <binning_file> <fasta_file> <output_path> <prefix> <length_threshold>")
+        sys.exit(1)
+
+    binning = sys.argv[1]
+    fasta = sys.argv[2]
+    path = sys.argv[3]
+    prefix = sys.argv[4]
+    length = int(sys.argv[5])
+
+    # Create output directory if it doesn't exist
+    os.makedirs(path, exist_ok=True)
+
+    # Load binning data into a dictionary
+    Metabinner_bins = {}
+    with open(binning, 'r') as b:
+        for line in b:
+            contig, bin = line.strip().split('\t')
+            Metabinner_bins[contig] = bin
+
+    # Process the input fasta file
+    with open(fasta) as handle:
+        for record in SeqIO.parse(handle, "fasta"):
+            if len(record) < length:
+                f = prefix + ".tooShort.fa"
+            elif record.id not in Metabinner_bins:
+                f = prefix + ".unbinned.fa"
+            else:
+                f = prefix + "." + Metabinner_bins[record.id] + ".fa"
+            with open(os.path.join(path, f), 'a') as out:
+                SeqIO.write(record, out, "fasta")
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file

From a4943f932f639cdba7e1d894f6ebd6a7ccd1ca32 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Mon, 3 Nov 2025 09:48:05 +0100
Subject: [PATCH 259/288] fix rocrate_readme_sync

---
 ro-crate-metadata.json | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/ro-crate-metadata.json b/ro-crate-metadata.json
index 0278b9f18..56045f3e7 100644
--- a/ro-crate-metadata.json
+++ b/ro-crate-metadata.json
@@ -23,7 +23,7 @@
             "@type": "Dataset",
             "creativeWorkStatus": "InProgress",
             "datePublished": "2025-10-27T20:13:59+00:00",
-            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new/nf-core/mag)\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.4.1-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.4.1)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), [COMEBin](https://github.com/ziyewang/COMEBin), and/or [MetaBinner](https://github.com/ziyewang/MetaBinner)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input '*_R{1,2}.fastq.gz' --outdir <OUTDIR>\n```\n\nor\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [William Rosenbaum](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
+            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new/nf-core/mag)\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.4.1-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.4.1)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), [COMEBin](https://github.com/ziyewang/COMEBin), and/or [MetaBinner](https://github.com/ziyewang/MetaBinner)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [William Rosenbaum](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
             "hasPart": [
                 {
                     "@id": "main.nf"
@@ -396,4 +396,4 @@
             "name": "Hadrien Gourl\u00e9"
         }
     ]
-}
+}
\ No newline at end of file

From 587cfcef8b6dc504f7f5319fe02d6af81a04b48c Mon Sep 17 00:00:00 2001
From: nf-core-bot <core@nf-co.re>
Date: Mon, 3 Nov 2025 08:57:19 +0000
Subject: [PATCH 260/288] [automated] Fix code linting

---
 bin/create_metabinner_bins.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/create_metabinner_bins.py b/bin/create_metabinner_bins.py
index bfed02df8..120a65187 100755
--- a/bin/create_metabinner_bins.py
+++ b/bin/create_metabinner_bins.py
@@ -42,4 +42,4 @@ def main():
                 SeqIO.write(record, out, "fasta")
 
 if __name__ == "__main__":
-    main()
\ No newline at end of file
+    main()

From 5b262fbb4aa4279dece0c9f30c9a3a58db9cf9ba Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 3 Nov 2025 11:34:19 +0100
Subject: [PATCH 261/288] Update single_end test basic snapshot to include
 GTDBTk

---
 tests/test_single_end.nf.test.snap | 19 ++++++++++++++-----
 1 file changed, 14 insertions(+), 5 deletions(-)

diff --git a/tests/test_single_end.nf.test.snap b/tests/test_single_end.nf.test.snap
index b25b7423d..ff769bf35 100644
--- a/tests/test_single_end.nf.test.snap
+++ b/tests/test_single_end.nf.test.snap
@@ -1,7 +1,7 @@
 {
     "-profile test_single_end": {
         "content": [
-            155,
+            158,
             {
                 "ADAPTERREMOVAL_SE": {
                     "adapterremoval": "2.3.2"
@@ -102,6 +102,10 @@
                 "GENOMAD_ENDTOEND": {
                     "genomad": "1.11.0"
                 },
+                "GTDBTK_CLASSIFYWF": {
+                    "gtdbtk": "2.5.2",
+                    "gtdb_db": "r226"
+                },
                 "GTDBTK_DB_PREPARATION": {
                     "tar": 1.34
                 },
@@ -176,7 +180,7 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-10-17T11:58:47.236636525"
+        "timestamp": "2025-11-03T09:55:56.848826869"
     },
     "multiqc": {
         "content": [
@@ -204,6 +208,7 @@
                 "multiqc/multiqc_data/fastqc_sequence_counts_plot.yaml",
                 "multiqc/multiqc_data/fastqc_sequence_duplication_levels_plot.yaml",
                 "multiqc/multiqc_data/fastqc_sequence_length_distribution_plot.yaml",
+                "multiqc/multiqc_data/gtdbtk-first-table.yaml",
                 "multiqc/multiqc_data/llms-full.txt",
                 "multiqc/multiqc_data/multiqc.log",
                 "multiqc/multiqc_data/multiqc.parquet",
@@ -253,6 +258,7 @@
                 "multiqc/multiqc_plots/pdf/fastqc_sequence_counts_plot-pct.pdf",
                 "multiqc/multiqc_plots/pdf/fastqc_sequence_duplication_levels_plot.pdf",
                 "multiqc/multiqc_plots/pdf/fastqc_sequence_length_distribution_plot.pdf",
+                "multiqc/multiqc_plots/pdf/gtdbtk-first-table.pdf",
                 "multiqc/multiqc_plots/pdf/prokka_plot-cnt.pdf",
                 "multiqc/multiqc_plots/pdf/prokka_plot-pct.pdf",
                 "multiqc/multiqc_plots/pdf/quast_num_contigs-cnt.pdf",
@@ -285,6 +291,7 @@
                 "multiqc/multiqc_plots/png/fastqc_sequence_counts_plot-pct.png",
                 "multiqc/multiqc_plots/png/fastqc_sequence_duplication_levels_plot.png",
                 "multiqc/multiqc_plots/png/fastqc_sequence_length_distribution_plot.png",
+                "multiqc/multiqc_plots/png/gtdbtk-first-table.png",
                 "multiqc/multiqc_plots/png/prokka_plot-cnt.png",
                 "multiqc/multiqc_plots/png/prokka_plot-pct.png",
                 "multiqc/multiqc_plots/png/quast_num_contigs-cnt.png",
@@ -317,6 +324,7 @@
                 "multiqc/multiqc_plots/svg/fastqc_sequence_counts_plot-pct.svg",
                 "multiqc/multiqc_plots/svg/fastqc_sequence_duplication_levels_plot.svg",
                 "multiqc/multiqc_plots/svg/fastqc_sequence_length_distribution_plot.svg",
+                "multiqc/multiqc_plots/svg/gtdbtk-first-table.svg",
                 "multiqc/multiqc_plots/svg/prokka_plot-cnt.svg",
                 "multiqc/multiqc_plots/svg/prokka_plot-pct.svg",
                 "multiqc/multiqc_plots/svg/quast_num_contigs-cnt.svg",
@@ -348,6 +356,7 @@
                 "fastqc_sequence_counts_plot.yaml:md5,f742336e560c390f4179dc1c6d766585",
                 "fastqc_sequence_duplication_levels_plot.yaml:md5,021f19d3e73d7ced5e8a34ae47572a2c",
                 "fastqc_sequence_length_distribution_plot.yaml:md5,46c0f815252383784f39befd66f37a38",
+                "gtdbtk-first-table.yaml:md5,f579edc5838374386ed0e3fd8cf85e18",
                 "multiqc_adapter_removal.yaml:md5,a1af2581288dffacad44a69744f6d93b",
                 "multiqc_bowtie2.yaml:md5,b4e58a2943b5009634fa5da76214073d",
                 "multiqc_bowtie2_bowtie2-1.yaml:md5,b4e58a2943b5009634fa5da76214073d",
@@ -356,8 +365,8 @@
                 "multiqc_citations.yaml:md5,332da3731e12b7a0d205f47685ddd53e",
                 "multiqc_fastqc.yaml:md5,2bbd80f21c5c264249bc935eada2ff41",
                 "multiqc_fastqc_fastqc-1.yaml:md5,b21efcd71ad261049a5aeaa238492f92",
-                "multiqc_general_stats.yaml:md5,a213a1d81a57108d4bfadd0fcff5d95f",
-                "multiqc_gtdbtk.yaml:md5,9a643dd7f0ba582ac2b95858b4ef0937",
+                "multiqc_general_stats.yaml:md5,1942d207cff0cb6a2f88ccf4e72c1661",
+                "multiqc_gtdbtk.yaml:md5,9629f17dc32ae85aaccede6db3f7f823",
                 "multiqc_prokka.yaml:md5,e55c687925d611b869e4c4b27c71470c",
                 "multiqc_quast.yaml:md5,b7dae5bb61679ff9d5a3ede9898e5cfa",
                 "multiqc_quast_quast-1.yaml:md5,0b8fe8ee8f69277c0471dfe621c27b03",
@@ -370,6 +379,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-10-17T16:09:15.539140006"
+        "timestamp": "2025-11-03T09:55:56.923848787"
     }
 }
\ No newline at end of file

From 82064fae47fbc411c4923e6a7d2db56486962e44 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 3 Nov 2025 11:56:12 +0100
Subject: [PATCH 262/288] update test_alternatives basic snapshot too

---
 tests/test_alternatives.nf.test.snap | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index d49714d0f..4c7ed2cca 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -385,7 +385,7 @@
             [
                 "bowtie2_pe_plot.yaml:md5,17542811418a01c5c4497e77626bad91",
                 "busco_plot_bacteria_odb12.yaml:md5,ced22c5419b162fcdf74fd7d1c24957c",
-                "checkm2-first-table.yaml:md5,d1141b2bc74b8929807dcd93ece8143d",
+                "checkm2-first-table.yaml:md5,d138b272a46411d66b643a7cdabf4511",
                 "fastqc-1-status-check-heatmap.yaml:md5,30f0c0bbefd3e9c549116c8b7cc2ac25",
                 "fastqc-1_per_base_n_content_plot.yaml:md5,f43001053b544ba5585040c18859a098",
                 "fastqc-1_per_base_sequence_quality_plot.yaml:md5,48276488936fd9c2e52b53a58dae0ffb",
@@ -410,7 +410,7 @@
                 "multiqc_citations.yaml:md5,50440bb766620557f852bbd53357a098",
                 "multiqc_fastqc.yaml:md5,f50da8bfd062b9399911ba19b34831db",
                 "multiqc_fastqc_fastqc-1.yaml:md5,4c2c5a5e7b370b0668c1360b7927d0a8",
-                "multiqc_general_stats.yaml:md5,bea5cdd6ba2c414c4e6d2b5137b56e1c",
+                "multiqc_general_stats.yaml:md5,c9c7241f81748994f004b6f8b4a0b733",
                 "multiqc_trimmomatic.yaml:md5,d4aaff3725c28801ae0577d97c2f9b30",
                 "trimmomatic_plot.yaml:md5,9557cd587ace0a93912179cb0deafe3b"
             ]
@@ -419,6 +419,6 @@
             "nf-test": "0.9.2",
             "nextflow": "25.04.7"
         },
-        "timestamp": "2025-10-17T15:30:21.553622586"
+        "timestamp": "2025-11-03T10:54:00.1997192"
     }
 }
\ No newline at end of file

From 044788b82f6925baa106dcc76bbe439ac7acbff0 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 3 Nov 2025 13:01:41 +0100
Subject: [PATCH 263/288] Simplify error message

---
 subworkflows/local/gtdbtk/main.nf | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/subworkflows/local/gtdbtk/main.nf b/subworkflows/local/gtdbtk/main.nf
index e6ff50b6a..855ff309a 100644
--- a/subworkflows/local/gtdbtk/main.nf
+++ b/subworkflows/local/gtdbtk/main.nf
@@ -74,7 +74,6 @@ workflow GTDBTK {
         error("Unsupported object given to --gtdb, database must be supplied as either a directory or a .tar.gz file!")
     }
 
-    // We set unique to remove duplicate bins when the same bin has passed the filter of two different QC tools
     GTDBTK_CLASSIFYWF(
         ch_filtered_bins.passed.groupTuple(),
         ch_db_for_gtdbtk,
@@ -87,7 +86,7 @@ workflow GTDBTK {
         .count()
         .combine(ch_filtered_bins.discarded.count())
         .subscribe { passed, failed ->
-            if((passed + failed) > 0 && passed == 0) {
+            if ((passed + failed) > 0 && passed == 0) {
                 log.warn("No contigs passed GTDB-TK min. completeness filters. GTDB-TK summary will execute but results will be empty!")
             }
         }

From 1880a9c70d2b35dfad73acfb7147905e5152fc64 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 3 Nov 2025 13:01:48 +0100
Subject: [PATCH 264/288] Auto format

---
 .../local/utils_nfcore_mag_pipeline/main.nf   | 28 +++++++++----------
 1 file changed, 14 insertions(+), 14 deletions(-)

diff --git a/subworkflows/local/utils_nfcore_mag_pipeline/main.nf b/subworkflows/local/utils_nfcore_mag_pipeline/main.nf
index bd8f409b2..f83110233 100644
--- a/subworkflows/local/utils_nfcore_mag_pipeline/main.nf
+++ b/subworkflows/local/utils_nfcore_mag_pipeline/main.nf
@@ -7,15 +7,15 @@
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 */
 
-include { UTILS_NFSCHEMA_PLUGIN     } from '../../nf-core/utils_nfschema_plugin'
-include { paramsSummaryMap          } from 'plugin/nf-schema'
-include { samplesheetToList         } from 'plugin/nf-schema'
-include { paramsHelp                } from 'plugin/nf-schema'
-include { completionEmail           } from '../../nf-core/utils_nfcore_pipeline'
-include { completionSummary         } from '../../nf-core/utils_nfcore_pipeline'
-include { imNotification            } from '../../nf-core/utils_nfcore_pipeline'
-include { UTILS_NFCORE_PIPELINE     } from '../../nf-core/utils_nfcore_pipeline'
-include { UTILS_NEXTFLOW_PIPELINE   } from '../../nf-core/utils_nextflow_pipeline'
+include { UTILS_NFSCHEMA_PLUGIN   } from '../../nf-core/utils_nfschema_plugin'
+include { paramsSummaryMap        } from 'plugin/nf-schema'
+include { samplesheetToList       } from 'plugin/nf-schema'
+include { paramsHelp              } from 'plugin/nf-schema'
+include { completionEmail         } from '../../nf-core/utils_nfcore_pipeline'
+include { completionSummary       } from '../../nf-core/utils_nfcore_pipeline'
+include { imNotification          } from '../../nf-core/utils_nfcore_pipeline'
+include { UTILS_NFCORE_PIPELINE   } from '../../nf-core/utils_nfcore_pipeline'
+include { UTILS_NEXTFLOW_PIPELINE } from '../../nf-core/utils_nextflow_pipeline'
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -62,7 +62,7 @@ workflow PIPELINE_INITIALISATION {
 \033[0;35m  nf-core/mag ${workflow.manifest.version}\033[0m
 -\033[2m----------------------------------------------------\033[0m-
 """
-    after_text = """${workflow.manifest.doi ? "\n* The pipeline\n" : ""}${workflow.manifest.doi.tokenize(",").collect { "    https://doi.org/${it.trim().replace('https://doi.org/','')}"}.join("\n")}${workflow.manifest.doi ? "\n" : ""}
+    after_text = """${workflow.manifest.doi ? "\n* The pipeline\n" : ""}${workflow.manifest.doi.tokenize(",").collect { "    https://doi.org/${it.trim().replace('https://doi.org/', '')}" }.join("\n")}${workflow.manifest.doi ? "\n" : ""}
 * The nf-core framework
     https://doi.org/10.1038/s41587-020-0439-x
 
@@ -71,7 +71,7 @@ workflow PIPELINE_INITIALISATION {
 """
     command = "nextflow run ${workflow.manifest.name} -profile <docker/singularity/.../institute> --input samplesheet.csv --outdir <OUTDIR>"
 
-    UTILS_NFSCHEMA_PLUGIN (
+    UTILS_NFSCHEMA_PLUGIN(
         workflow,
         validate_params,
         null,
@@ -80,7 +80,7 @@ workflow PIPELINE_INITIALISATION {
         show_hidden,
         before_text,
         after_text,
-        command
+        command,
     )
 
     //
@@ -360,8 +360,8 @@ def validateInputParameters(hybrid) {
 
     // Check if BUSCO parameters combinations are valid
     if (params.skip_binqc) {
-        if (params.run_busco || params.busco_db) {
-            error("[nf-core/mag] ERROR: Both --skip_binqc and --run_busco or --busco_db are specified! Invalid combination, please specify either --skip_binqc or --run_busco with --busco_db.")
+        if (params.run_busco) {
+            error("[nf-core/mag] ERROR: Both --skip_binqc and --run_busco specified! Invalid combination, please specify either --skip_binqc or --run_busco with --busco_db.")
         }
     }
 

From 7b42f6e941e32b629ec98af20badc2090ca3cbf3 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 3 Nov 2025 15:21:21 +0100
Subject: [PATCH 265/288] Update description field in
 ro-crate-metadata.jsonUpdate RO crate

---
 ro-crate-metadata.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ro-crate-metadata.json b/ro-crate-metadata.json
index dd91853d6..a9df8ce38 100644
--- a/ro-crate-metadata.json
+++ b/ro-crate-metadata.json
@@ -23,7 +23,7 @@
             "@type": "Dataset",
             "creativeWorkStatus": "InProgress",
             "datePublished": "2025-10-27T20:13:59+00:00",
-            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new/nf-core/mag)\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.4.1-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.4.1)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), and/or [COMEBin](https://github.com/ziyewang/COMEBin)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [William Rosenbaum](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
+            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new/nf-core/mag)\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.4.1-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.4.1)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), and/or [COMEBin](https://github.com/ziyewang/COMEBin)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [William Rosenbaum](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n- [Alex Caswell](https://github.com/AlexHoratio)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
             "hasPart": [
                 {
                     "@id": "main.nf"

From 89e6557d9350b40358e6114599589c6e1ac3564a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Matthias=20H=C3=B6rtenhuber?=
 <mashehu@users.noreply.github.com>
Date: Mon, 3 Nov 2025 16:46:29 +0100
Subject: [PATCH 266/288] Update to new runner size syntax

See https://nfcore.slack.com/archives/C050DNB6K5H/p1762184179238379 for details
---
 .github/workflows/nf-test.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/nf-test.yml b/.github/workflows/nf-test.yml
index f56397fbd..45c8b606f 100644
--- a/.github/workflows/nf-test.yml
+++ b/.github/workflows/nf-test.yml
@@ -64,7 +64,7 @@ jobs:
     runs-on: # use self-hosted runners
       - runs-on=${{ github.run_id }}-nf-test
       - runner=4cpu-linux-x64
-      - disk=large
+      - volume=80gb
     strategy:
       fail-fast: false
       matrix:

From c9b49d3a91b45a59f56ab70b5295132eac2419c9 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 4 Nov 2025 04:29:36 -0300
Subject: [PATCH 267/288] Update get_mag_depths.py to ensure column ordering

---
 bin/get_mag_depths.py | 107 +++++++++++++++++++-----------------------
 1 file changed, 47 insertions(+), 60 deletions(-)

diff --git a/bin/get_mag_depths.py b/bin/get_mag_depths.py
index 43ce35393..7b69e35fd 100755
--- a/bin/get_mag_depths.py
+++ b/bin/get_mag_depths.py
@@ -1,15 +1,14 @@
 #!/usr/bin/env python
 
-## Originally written by Sabrina Krakau and released under the MIT license.
+## Originally written by Sabrina Krakau and updated by Diego Alvarez. Released under the MIT license.
 ## See git repository (https://github.com/nf-core/mag) for full license text.
 
-import sys
 import argparse
-import os.path
-import pandas as pd
 import csv
 import gzip
+import os.path
 import statistics
+import sys
 
 from Bio import SeqIO
 
@@ -29,17 +28,14 @@ def parse_args(args=None):
         "--depths",
         required=True,
         metavar="FILE",
-        help="(Compressed) TSV file containing contig depths for each sample: contigName, contigLen, totalAvgDepth, sample1_avgDepth, sample1_var [, sample2_avgDepth, sample2_var, ...].",
-    )
-    parser.add_argument(
-        "-a", "--assembler", required=True, type=str, help="Assembler name."
-    )
-    parser.add_argument(
-        "-i", "--id", required=True, type=str, help="Sample or group id."
-    )
-    parser.add_argument(
-        "-m", "--binner", required=True, type=str, help="Binning method."
+        help=(
+            "(Compressed) TSV file containing contig depths for each sample: contigName, contigLen, "
+            + "totalAvgDepth, sample1_avgDepth, sample1_var [, sample2_avgDepth, sample2_var, ...]."
+        ),
     )
+    parser.add_argument("-a", "--assembler", required=True, type=str, help="Assembler name.")
+    parser.add_argument("-i", "--id", required=True, type=str, help="Sample or group id.")
+    parser.add_argument("-m", "--binner", required=True, type=str, help="Binning method.")
     return parser.parse_args(args)
 
 
@@ -53,57 +49,48 @@ def main(args=None):
     sample_names = []
     dict_contig_depths = {}
     with gzip.open(args.depths, "rt") as infile:
-        reader = csv.reader(infile, delimiter="\t")
-        # process header
-        header = next(reader)
-        for sample in range(int((len(header) - 3) / 2)):
-            col_name = header[3 + 2 * sample]
+        reader = csv.DictReader(infile, delimiter="\t")
+        # process header to extract sample names from column names
+        depth_columns = []
+        for col_name in reader.fieldnames[3::2]:  # Every 2nd column starting from index 3
             # retrieve sample name: "<assembler>-<id>-<other sample_name>.bam"
             sample_name = col_name[len(args.assembler) + 1 + len(args.id) + 1 : -4]
             sample_names.append(sample_name)
+            depth_columns.append(col_name)
         # process contig depths
         for row in reader:
-            contig_depths = []
-            for sample in range(int((len(row) - 3) / 2)):
-                contig_depths.append(float(row[3 + 2 * sample]))
-            dict_contig_depths[str(row[0])] = contig_depths
-
-    # Initialize output files
-    n_samples = len(sample_names)
-    with open(
-        args.assembler + "-" + args.binner + "-" + args.id + "-binDepths.tsv", "w"
-    ) as outfile:
-        print("bin", "\t".join(sample_names), sep="\t", file=outfile)
-
-    # for each bin, access contig depths and compute mean bin depth (for all samples)
-    for file in args.bins:
-        all_depths = [[] for i in range(n_samples)]
-
-        if file.endswith(".gz"):
-            with gzip.open(file, "rt") as infile:
-                for rec in SeqIO.parse(infile, "fasta"):
-                    contig_depths = dict_contig_depths[rec.id]
-                    for sample in range(n_samples):
-                        all_depths[sample].append(contig_depths[sample])
-        else:
-            with open(file, "rt") as infile:
-                for rec in SeqIO.parse(infile, "fasta"):
-                    contig_depths = dict_contig_depths[rec.id]
-                    for sample in range(n_samples):
-                        all_depths[sample].append(contig_depths[sample])
-
-        binname = os.path.basename(file)
-        with open(
-            args.assembler + "-" + args.binner + "-" + args.id + "-binDepths.tsv", "a"
-        ) as outfile:
-            print(
-                binname,
-                "\t".join(
-                    str(statistics.median(sample_depths))
-                    for sample_depths in all_depths
-                ),
-                sep="\t",
-                file=outfile,
+            contig_depths = {}
+            for sample_name, col_name in zip(sample_names, depth_columns):
+                contig_depths[sample_name] = float(row[col_name])
+            dict_contig_depths[row[reader.fieldnames[0]]] = contig_depths
+
+    sample_names = sorted(sample_names)
+
+    with open(f"{args.assembler}-{args.binner}-{args.id}-binDepths.tsv", "w") as outfile:
+        writer = csv.writer(outfile, delimiter="\t")
+        writer.writerow(["bin", *sample_names])
+
+        # for each bin, access contig depths and compute mean bin depth (for all samples)
+        for file in args.bins:
+            all_depths = {sample: [] for sample in sample_names}
+
+            if file.endswith(".gz"):
+                with gzip.open(file, "rt") as infile:
+                    for rec in SeqIO.parse(infile, "fasta"):
+                        contig_depths = dict_contig_depths[rec.id]
+                        for sample in sample_names:
+                            all_depths[sample].append(contig_depths[sample])
+            else:
+                with open(file, "rt") as infile:
+                    for rec in SeqIO.parse(infile, "fasta"):
+                        contig_depths = dict_contig_depths[rec.id]
+                        for sample in sample_names:
+                            all_depths[sample].append(contig_depths[sample])
+
+            binname = os.path.basename(file)
+
+            writer.writerow(
+                [binname, *[statistics.median(all_depths[sample]) for sample in sample_names]],
             )
 
 

From 79dae939f3bfb5cd39236c050c9bb4cc3eafc5d1 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 4 Nov 2025 04:32:08 -0300
Subject: [PATCH 268/288] Update CHANGELOG

---
 CHANGELOG.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 19d714fc7..5d2a3d7af 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -13,6 +13,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#896](https://github.com/nf-core/mag/pull/896) - Remove obsolete execution command from README (by @dialvarezs)
 - [#907](https://github.com/nf-core/mag/pull/907) - Include refined bins from all binners in the `DASTool/bins` output folder (by @AlexHoratio)
+- [#911](https://github.com/nf-core/mag/pull/911) - Ensure column order is consistent when generating depth summaries to prevent swapped results on merged depth summary (by @dialvarezs)
 
 ### `Dependencies`
 

From bc639709615202c5f5d25622ebad650a0f843e7c Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 4 Nov 2025 05:24:52 -0300
Subject: [PATCH 269/288] Fix multiple sequencing platform validation when
 using binning_map_mode = "all"

---
 .../local/utils_nfcore_mag_pipeline/main.nf        | 14 ++++++++------
 1 file changed, 8 insertions(+), 6 deletions(-)

diff --git a/subworkflows/local/utils_nfcore_mag_pipeline/main.nf b/subworkflows/local/utils_nfcore_mag_pipeline/main.nf
index f83110233..518001449 100644
--- a/subworkflows/local/utils_nfcore_mag_pipeline/main.nf
+++ b/subworkflows/local/utils_nfcore_mag_pipeline/main.nf
@@ -126,17 +126,19 @@ workflow PIPELINE_INITIALISATION {
         ch_samplesheet
             .map { meta, _sr1, _sr2, _lr -> meta.sr_platform }
             .unique()
-            .collect {
-                if (it.size() > 1) {
-                    error("[nf-core/mag] ERROR: Multiple short read sequencing platforms found in samplesheet. Use same platform for all samples when running with binning_map_mode 'all'.")
+            .toList()
+            .map { platforms ->
+                if (platforms.size() > 1) {
+                    error("[nf-core/mag] ERROR: Multiple short read sequencing platforms (${platforms.join(", ")}) found in samplesheet. Use same platform for all samples when running with binning_map_mode 'all'.")
                 }
             }
         ch_samplesheet
             .map { meta, _sr1, _sr2, _lr -> meta.lr_platform }
             .unique()
-            .collect {
-                if (it.size() > 1) {
-                    error("[nf-core/mag] ERROR: Multiple long read sequencing platforms found in samplesheet. Use same platform for all samples when running with binning_map_mode 'all'.")
+            .toList()
+            .map { platforms ->
+                if (platforms.size() > 1) {
+                    error("[nf-core/mag] ERROR: Multiple long read sequencing platforms (${platforms.join(", ")}) found in samplesheet. Use same platform for all samples when running with binning_map_mode 'all'.")
                 }
             }
     }

From b8f946aef9647d6156362c0cd1ecb23b3449e552 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 4 Nov 2025 05:26:18 -0300
Subject: [PATCH 270/288] Update changelog

---
 CHANGELOG.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 19d714fc7..a150bd7e0 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -13,6 +13,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#896](https://github.com/nf-core/mag/pull/896) - Remove obsolete execution command from README (by @dialvarezs)
 - [#907](https://github.com/nf-core/mag/pull/907) - Include refined bins from all binners in the `DASTool/bins` output folder (by @AlexHoratio)
+- [#912](https://github.com/nf-core/mag/pull/912) - Fix validation of multiple sequencing platforms when using `binning_map_mode = "all"` (by @dialvarezs)
 
 ### `Dependencies`
 

From 87ca9ec98c91518b74c83f24546ad75588570c4e Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 4 Nov 2025 05:36:08 -0300
Subject: [PATCH 271/288] Update changelog

---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index a150bd7e0..0a73a4080 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -13,7 +13,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#896](https://github.com/nf-core/mag/pull/896) - Remove obsolete execution command from README (by @dialvarezs)
 - [#907](https://github.com/nf-core/mag/pull/907) - Include refined bins from all binners in the `DASTool/bins` output folder (by @AlexHoratio)
-- [#912](https://github.com/nf-core/mag/pull/912) - Fix validation of multiple sequencing platforms when using `binning_map_mode = "all"` (by @dialvarezs)
+- [#912](https://github.com/nf-core/mag/pull/912) - Fix validation of multiple sequencing platforms when using `binning_map_mode = "all"` (reported by @mjfi2sb3, fix by @dialvarezs)
 
 ### `Dependencies`
 

From c5fd6b9f7b621b448f69f0c687f52af2166cad20 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 4 Nov 2025 05:56:36 -0300
Subject: [PATCH 272/288] Update bin/get_mag_depths.py

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 bin/get_mag_depths.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/get_mag_depths.py b/bin/get_mag_depths.py
index 7b69e35fd..db3a75c9b 100755
--- a/bin/get_mag_depths.py
+++ b/bin/get_mag_depths.py
@@ -29,7 +29,7 @@ def parse_args(args=None):
         required=True,
         metavar="FILE",
         help=(
-            "(Compressed) TSV file containing contig depths for each sample: contigName, contigLen, "
+            "Produces (compressed) TSV file containing contig depths for each sample: contigName, contigLen, "
             + "totalAvgDepth, sample1_avgDepth, sample1_var [, sample2_avgDepth, sample2_var, ...]."
         ),
     )

From 59ec728ac9195d6a1f272d8599bdf99bc981c479 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 4 Nov 2025 07:39:29 -0300
Subject: [PATCH 273/288] Bump version

---
 .nf-core.yml              |  2 +-
 assets/multiqc_config.yml |  2 +-
 nextflow.config           |  2 +-
 ro-crate-metadata.json    | 64 +++++++++++++++++++--------------------
 4 files changed, 35 insertions(+), 35 deletions(-)

diff --git a/.nf-core.yml b/.nf-core.yml
index 0e961c9a7..4c6b27d7b 100644
--- a/.nf-core.yml
+++ b/.nf-core.yml
@@ -16,4 +16,4 @@ template:
   name: mag
   org: nf-core
   outdir: .
-  version: 5.2.0dev
+  version: 5.2.0
diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index f35d1cabd..b7ca4dbbb 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -1,5 +1,5 @@
 report_comment: >
-  This report has been generated by the <a href="https://github.com/nf-core/mag/tree/dev" target="_blank">nf-core/mag</a> analysis pipeline. For information about how to interpret these results, please see the <a href="https://nf-co.re/mag/dev/docs/output" target="_blank">documentation</a>.
+  This report has been generated by the <a href="https://github.com/nf-core/mag/releases/tag/5.2.0" target="_blank">nf-core/mag</a> analysis pipeline. For information about how to interpret these results, please see the <a href="https://nf-co.re/mag/5.2.0/docs/output" target="_blank">documentation</a>.
 report_section_order:
   "nf-core-mag-methods-description":
     order: -1000
diff --git a/nextflow.config b/nextflow.config
index 64398031a..6643c84f4 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -509,7 +509,7 @@ manifest {
     mainScript      = 'main.nf'
     defaultBranch   = 'main'
     nextflowVersion = '!>=25.04.2'
-    version         = '5.2.0dev'
+    version         = '5.2.0'
     doi             = '10.1093/nargab/lqac007'
 }
 
diff --git a/ro-crate-metadata.json b/ro-crate-metadata.json
index a9df8ce38..9a4c209b7 100644
--- a/ro-crate-metadata.json
+++ b/ro-crate-metadata.json
@@ -21,8 +21,8 @@
         {
             "@id": "./",
             "@type": "Dataset",
-            "creativeWorkStatus": "InProgress",
-            "datePublished": "2025-10-27T20:13:59+00:00",
+            "creativeWorkStatus": "Stable",
+            "datePublished": "2025-11-04T10:37:50+00:00",
             "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new/nf-core/mag)\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.4.1-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.4.1)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), and/or [COMEBin](https://github.com/ziyewang/COMEBin)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [William Rosenbaum](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n- [Alex Caswell](https://github.com/AlexHoratio)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
             "hasPart": [
                 {
@@ -105,7 +105,7 @@
             },
             "mentions": [
                 {
-                    "@id": "#fd62d656-fb78-4bcc-991b-b6a30ef87a2c"
+                    "@id": "#f3cfdbc5-8379-4a82-a4be-32491f4a279c"
                 }
             ],
             "name": "nf-core/mag"
@@ -134,26 +134,26 @@
             ],
             "creator": [
                 {
-                    "@id": "#42973691+d4straub@users.noreply.github.com"
+                    "@id": "#68351153+CarsonJM@users.noreply.github.com"
                 },
                 {
-                    "@id": "#68351153+CarsonJM@users.noreply.github.com"
+                    "@id": "#jfy133@gmail.com"
                 },
                 {
-                    "@id": "https://orcid.org/0000-0003-0603-7907"
+                    "@id": "https://orcid.org/0000-0001-9807-1082"
                 },
                 {
-                    "@id": "#jfy133@gmail.com"
+                    "@id": "https://orcid.org/0000-0003-0603-7907"
                 },
                 {
                     "@id": "#jfy133@gmail.com"
                 },
                 {
-                    "@id": "https://orcid.org/0000-0001-9807-1082"
+                    "@id": "#42973691+d4straub@users.noreply.github.com"
                 }
             ],
             "dateCreated": "",
-            "dateModified": "2025-10-27T21:13:59Z",
+            "dateModified": "2025-11-04T07:37:50Z",
             "dct:conformsTo": "https://bioschemas.org/profiles/ComputationalWorkflow/1.0-RELEASE/",
             "keywords": [
                 "nf-core",
@@ -172,16 +172,16 @@
             ],
             "maintainer": [
                 {
-                    "@id": "#42973691+d4straub@users.noreply.github.com"
+                    "@id": "#jfy133@gmail.com"
                 },
                 {
-                    "@id": "https://orcid.org/0000-0003-0603-7907"
+                    "@id": "https://orcid.org/0000-0001-9807-1082"
                 },
                 {
-                    "@id": "#jfy133@gmail.com"
+                    "@id": "https://orcid.org/0000-0003-0603-7907"
                 },
                 {
-                    "@id": "https://orcid.org/0000-0001-9807-1082"
+                    "@id": "#42973691+d4straub@users.noreply.github.com"
                 }
             ],
             "name": [
@@ -195,10 +195,10 @@
             },
             "url": [
                 "https://github.com/nf-core/mag",
-                "https://nf-co.re/mag/dev/"
+                "https://nf-co.re/mag/5.2.0/"
             ],
             "version": [
-                "5.2.0dev"
+                "5.2.0"
             ]
         },
         {
@@ -214,11 +214,11 @@
             "version": "!>=25.04.2"
         },
         {
-            "@id": "#fd62d656-fb78-4bcc-991b-b6a30ef87a2c",
+            "@id": "#f3cfdbc5-8379-4a82-a4be-32491f4a279c",
             "@type": "TestSuite",
             "instance": [
                 {
-                    "@id": "#11276647-6605-40f1-82b0-79cff0fc797c"
+                    "@id": "#0f3c25c8-c90a-4656-97b2-359172dac327"
                 }
             ],
             "mainEntity": {
@@ -227,7 +227,7 @@
             "name": "Test suite for nf-core/mag"
         },
         {
-            "@id": "#11276647-6605-40f1-82b0-79cff0fc797c",
+            "@id": "#0f3c25c8-c90a-4656-97b2-359172dac327",
             "@type": "TestInstance",
             "name": "GitHub Actions workflow for testing nf-core/mag",
             "resource": "repos/nf-core/mag/actions/workflows/nf-test.yml",
@@ -365,35 +365,35 @@
             "name": "nf-core",
             "url": "https://nf-co.re/"
         },
-        {
-            "@id": "#42973691+d4straub@users.noreply.github.com",
-            "@type": "Person",
-            "email": "42973691+d4straub@users.noreply.github.com",
-            "name": "Daniel Straub"
-        },
         {
             "@id": "#68351153+CarsonJM@users.noreply.github.com",
             "@type": "Person",
             "email": "68351153+CarsonJM@users.noreply.github.com",
             "name": "Carson J Miller"
         },
-        {
-            "@id": "https://orcid.org/0000-0003-0603-7907",
-            "@type": "Person",
-            "email": "sabrina.krakau.qbic@gmail.com",
-            "name": "Sabrina Krakau"
-        },
         {
             "@id": "#jfy133@gmail.com",
             "@type": "Person",
             "email": "jfy133@gmail.com",
-            "name": "James A. Fellows Yates"
+            "name": "James Fellows Yates"
         },
         {
             "@id": "https://orcid.org/0000-0001-9807-1082",
             "@type": "Person",
             "email": "gourlehadrien@gmail.com",
             "name": "Hadrien Gourl\u00e9"
+        },
+        {
+            "@id": "https://orcid.org/0000-0003-0603-7907",
+            "@type": "Person",
+            "email": "sabrina.krakau.qbic@gmail.com",
+            "name": "Sabrina Krakau"
+        },
+        {
+            "@id": "#42973691+d4straub@users.noreply.github.com",
+            "@type": "Person",
+            "email": "42973691+d4straub@users.noreply.github.com",
+            "name": "Daniel Straub"
         }
     ]
-}
+}
\ No newline at end of file

From ae86278a2a86d3926e302a243442da5cca73fb0a Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 4 Nov 2025 07:41:48 -0300
Subject: [PATCH 274/288] Fix changelog

---
 CHANGELOG.md | 22 +++++++++-------------
 1 file changed, 9 insertions(+), 13 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5d2a3d7af..727254528 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,41 +3,39 @@
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-## v5.1.0dev - [date]
+## v5.2.0 - 2025-11-07
 
 ### `Added`
 
+- [#842](https://github.com/nf-core/mag/pull/842) - Add support for running multiple binQC tools in one run using dedicated `--run_busco`, `--run_checkm`, and `--run_checkm2` parameters (by @harper357, with contributions from @dialvarezs, @prototaxites and @jfy133)
+
 ### `Changed`
 
+- [#842](https://github.com/nf-core/mag/pull/842) - Change `bin_summary.tsv` format for improved clarity and more comprehensiveness (by @harper357, with contributions from @dialvarezs, @prototaxites and @jfy133)
+  - Now will include columns from all bin QC tools executed in a given run (i.e., all/any of BUSCO, CheckM and CheckM2)
+  - Adds suffixes to all columns (`_<toolname>`) to distinguish which column comes from which tool
+
 ### `Fixed`
 
 - [#896](https://github.com/nf-core/mag/pull/896) - Remove obsolete execution command from README (by @dialvarezs)
 - [#907](https://github.com/nf-core/mag/pull/907) - Include refined bins from all binners in the `DASTool/bins` output folder (by @AlexHoratio)
 - [#911](https://github.com/nf-core/mag/pull/911) - Ensure column order is consistent when generating depth summaries to prevent swapped results on merged depth summary (by @dialvarezs)
 
-### `Dependencies`
-
-| Tool | Previous version | New version |
-| ---- | ---------------- | ----------- |
-|      |                  |             |
-
 ### `Deprecated`
 
+- [#842](https://github.com/nf-core/mag/pull/842) - Remove `--binqc_tool` (by @harper357, with contributions from @dialvarezs, @prototaxites and @jfy133)
+
 ## v5.1.0 - 2025-10-27
 
 ### `Added`
 
 - [#873](https://github.com/nf-core/mag/pull/873) - Document usage of `longread_percentidentity` and `shortread_percentidentity` and set the value of `longread_percentidentity` in the `test_full` profile to 85 (by @prototaxites)
-- [#842](https://github.com/nf-core/mag/pull/842) - Add support for running multiple binQC tools in one run using dedicated `--run_busco`, `--run_checkm`, and `--run_checkm2` parameters (by @harper357, with contributions from @dialvarezs, @prototaxites and @jfy133)
 - [#875](https://github.com/nf-core/mag/pull/875) - Add binner COMEBin (by @d4straub)
 
 ### `Changed`
 
 - [#878](https://github.com/nf-core/mag/pull/878) - Refine test_full config with optimised resource usage for AWS release megatests (by @jfy133)
 - [#880](https://github.com/nf-core/mag/pull/880) - Updated to nf-core 3.4.1 `TEMPLATE` (by @jfy133)
-- [#842](https://github.com/nf-core/mag/pull/842) - Change `bin_summary.tsv` format for improved clarity and more comprehensiveness (by @harper357, with contributions from @dialvarezs, @prototaxites and @jfy133)
-  - Now will include columns from all bin QC tools executed in a given run (i.e., all/any of BUSCO, CheckM and CheckM2)
-  - Adds suffixes to all columns (`_<toolname>`) to distinguish which column comes from which tool
 
 ### `Fixed`
 
@@ -54,8 +52,6 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Deprecated`
 
-- [#842](https://github.com/nf-core/mag/pull/842) - Remove `--binqc_tool` (by @harper357, with contributions from @dialvarezs, @prototaxites and @jfy133)
-
 ## 5.0.0 - [2025-09-30]
 
 ### `Added`

From dfb2e07494e2a13745cfa941b21890def2f4bdf1 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 4 Nov 2025 14:11:35 +0100
Subject: [PATCH 275/288] clean up unzipped file

---
 modules/local/metabinner_metabinner/main.nf | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/modules/local/metabinner_metabinner/main.nf b/modules/local/metabinner_metabinner/main.nf
index b06dfe328..e7e959492 100644
--- a/modules/local/metabinner_metabinner/main.nf
+++ b/modules/local/metabinner_metabinner/main.nf
@@ -39,6 +39,9 @@ process METABINNER_METABINNER {
         -p \${metabinner_path} \\
         ${args}
 
+    # clean-up unzipped kmer file
+    rm kmer_profile.csv
+
     # collect & zip membership & log files
     gzip -cn ${prefix}/metabinner_res/metabinner_result.tsv > ${prefix}.tsv.gz
     gzip -cn ${prefix}/metabinner_res/result.log > ${prefix}.metabinner.log.gz

From 0ab6474de8fca5f6edac5851a592c2771dc7a0e0 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 4 Nov 2025 14:17:32 +0100
Subject: [PATCH 276/288] fix rocrate_readme_sync

---
 ro-crate-metadata.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ro-crate-metadata.json b/ro-crate-metadata.json
index 56045f3e7..e4dbb19a7 100644
--- a/ro-crate-metadata.json
+++ b/ro-crate-metadata.json
@@ -23,7 +23,7 @@
             "@type": "Dataset",
             "creativeWorkStatus": "InProgress",
             "datePublished": "2025-10-27T20:13:59+00:00",
-            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new/nf-core/mag)\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.4.1-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.4.1)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), [COMEBin](https://github.com/ziyewang/COMEBin), and/or [MetaBinner](https://github.com/ziyewang/MetaBinner)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [William Rosenbaum](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
+            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new/nf-core/mag)\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.4.1-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.4.1)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), [COMEBin](https://github.com/ziyewang/COMEBin), and/or [MetaBinner](https://github.com/ziyewang/MetaBinner)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [William Rosenbaum](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n- [Alex Caswell](https://github.com/AlexHoratio)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
             "hasPart": [
                 {
                     "@id": "main.nf"

From 8f432dd1aad2cc26e290e8c010c6a635188b0b7b Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 4 Nov 2025 14:42:33 +0100
Subject: [PATCH 277/288] min_contig_size now via process input val instead of
 task.ext.

---
 conf/modules.config                           |  4 ----
 modules/local/metabinner_bins/main.nf         |  3 ++-
 modules/local/metabinner_kmer/main.nf         |  3 ++-
 modules/local/metabinner_metabinner/main.nf   |  3 ++-
 modules/local/metabinner_tooshort/main.nf     |  3 ++-
 subworkflows/local/binning_metabinner/main.nf | 11 +++++++----
 6 files changed, 15 insertions(+), 12 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index c21a085bc..a7159f4e4 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -826,12 +826,10 @@ process {
 
     withName: METABINNER_KMER {
         ext.prefix = { "${meta.assembler}-MetaBinner-${meta.id}" }
-        ext.min_contig_size = { params.min_contig_size < 1000 ? "1000" : "${params.min_contig_size}" }
     }
 
     withName: METABINNER_TOOSHORT {
         ext.prefix = { "${meta.assembler}-MetaBinner-${meta.id}" }
-        ext.min_contig_size = { params.min_contig_size < 1000 ? "1000" : "${params.min_contig_size}" }
     }
 
     withName: METABINNER_METABINNER {
@@ -843,7 +841,6 @@ process {
             ]
         ]
         ext.prefix = { "${meta.assembler}-MetaBinner-${meta.id}" }
-        ext.min_contig_size = { params.min_contig_size < 1000 ? "1000" : "${params.min_contig_size}" }
         ext.args = { "-s ${params.bin_metabinner_scale}" }
     }
 
@@ -871,7 +868,6 @@ process {
             ]
         ]
         ext.prefix = { "${meta.assembler}-MetaBinner-${meta.id}" }
-        ext.min_contig_size = { params.min_contig_size < 1000 ? "1000" : "${params.min_contig_size}" }
     }
 
     withName: SEQKIT_STATS {
diff --git a/modules/local/metabinner_bins/main.nf b/modules/local/metabinner_bins/main.nf
index 6d217ed15..70e667f12 100644
--- a/modules/local/metabinner_bins/main.nf
+++ b/modules/local/metabinner_bins/main.nf
@@ -9,6 +9,7 @@ process METABINNER_BINS {
 
     input:
     tuple val(meta), path(fasta), path(membership)
+    val val_min_contig_size
 
     output:
     tuple val(meta), path("*.tooShort.fa.gz")         , emit: tooshort
@@ -18,7 +19,7 @@ process METABINNER_BINS {
 
     script:
     def prefix = task.ext.prefix ?: "${meta.id}"
-    def min_contig_size = task.ext.min_contig_size ?: "1000"
+    def min_contig_size = val_min_contig_size ?: "1000"
     """
     # unzip membership file
     zcat ${membership} > membership.tsv
diff --git a/modules/local/metabinner_kmer/main.nf b/modules/local/metabinner_kmer/main.nf
index a51a6d9ce..9c8eb308f 100644
--- a/modules/local/metabinner_kmer/main.nf
+++ b/modules/local/metabinner_kmer/main.nf
@@ -9,6 +9,7 @@ process METABINNER_KMER {
 
     input:
     tuple val(meta), path(fasta)
+    val val_min_contig_size
 
     output:
     tuple val(meta), path("*_kmer_4_f${min_contig_size}.csv.gz"), emit: composition_profile
@@ -16,7 +17,7 @@ process METABINNER_KMER {
 
     script:
     def prefix = task.ext.prefix ?: "${meta.id}"
-    min_contig_size = task.ext.min_contig_size ?: "1000"
+    min_contig_size = val_min_contig_size ?: "1000"
     def VERSION = '1.4.4-0' // WARN: Version information not provided by tool on CLI. Please update this string when bumping container versions.
     """
     metabinner_path=\$(dirname \$(which run_metabinner.sh))
diff --git a/modules/local/metabinner_metabinner/main.nf b/modules/local/metabinner_metabinner/main.nf
index e7e959492..3d7f23581 100644
--- a/modules/local/metabinner_metabinner/main.nf
+++ b/modules/local/metabinner_metabinner/main.nf
@@ -9,6 +9,7 @@ process METABINNER_METABINNER {
 
     input:
     tuple val(meta), path(fasta), path(kmer), path(depth)
+    val val_min_contig_size
 
     output:
     tuple val(meta), path("*.tsv.gz") , emit: membership
@@ -18,7 +19,7 @@ process METABINNER_METABINNER {
     script:
     def args   = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.id}"
-    def min_contig_size = task.ext.min_contig_size ?: "1000"
+    def min_contig_size = val_min_contig_size ?: "1000"
     def VERSION = '1.4.4-0' // WARN: Version information not provided by tool on CLI. Please update this string when bumping container versions.
     """
     # unzip kmer file
diff --git a/modules/local/metabinner_tooshort/main.nf b/modules/local/metabinner_tooshort/main.nf
index 2e62a5573..760309ffe 100644
--- a/modules/local/metabinner_tooshort/main.nf
+++ b/modules/local/metabinner_tooshort/main.nf
@@ -9,6 +9,7 @@ process METABINNER_TOOSHORT {
 
     input:
     tuple val(meta), path(fasta)
+    val val_min_contig_size
 
     output:
     tuple val(meta), path("*.${min_contig_size}.fa") , emit: sizefiltered
@@ -16,7 +17,7 @@ process METABINNER_TOOSHORT {
 
     script:
     def prefix = task.ext.prefix ?: "${meta.id}"
-    min_contig_size = task.ext.min_contig_size ?: "1000"
+    min_contig_size = val_min_contig_size ?: "1000"
     def VERSION = '1.4.4-0' // WARN: Version information not provided by tool on CLI. Please update this string when bumping container versions.
     """
     metabinner_path=\$(dirname \$(which run_metabinner.sh))
diff --git a/subworkflows/local/binning_metabinner/main.nf b/subworkflows/local/binning_metabinner/main.nf
index f46bc2f28..319555c52 100644
--- a/subworkflows/local/binning_metabinner/main.nf
+++ b/subworkflows/local/binning_metabinner/main.nf
@@ -16,7 +16,8 @@ workflow BINNING_METABINNER {
         ch_input
             .map { meta, assembly, depths ->
                 [meta, assembly]
-            }
+            },
+        params.min_contig_size
     )
     ch_versions = ch_versions.mix(METABINNER_KMER.out.versions)
 
@@ -25,7 +26,8 @@ workflow BINNING_METABINNER {
         ch_input
             .map { meta, assembly, depths ->
                 [meta, assembly]
-            }
+            },
+        params.min_contig_size
     )
     ch_versions = ch_versions.mix(METABINNER_TOOSHORT.out.versions)
 
@@ -34,13 +36,14 @@ workflow BINNING_METABINNER {
         METABINNER_TOOSHORT.out.sizefiltered
         .join(METABINNER_KMER.out.composition_profile)
         .join(ch_input.map { meta, assembly, depths -> [meta, depths] } )
-    METABINNER_METABINNER(ch_metabinner_input)
+    METABINNER_METABINNER(ch_metabinner_input, params.min_contig_size)
     ch_versions = ch_versions.mix(METABINNER_METABINNER.out.versions)
 
     // extract bin sequences
     METABINNER_BINS(
         ch_input.map { meta, assembly, depths -> [meta, assembly] }
-            .join(METABINNER_METABINNER.out.membership)
+            .join(METABINNER_METABINNER.out.membership),
+        params.min_contig_size
     )
     ch_versions = ch_versions.mix(METABINNER_BINS.out.versions)
 

From 0e7cb3d0399945a07e50b997a7101400d024aaf3 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 4 Nov 2025 11:12:44 -0300
Subject: [PATCH 278/288] Snapshots

---
 tests/default.nf.test.snap                        | 6 +++---
 tests/test_alternatives.nf.test.snap              | 8 ++++----
 tests/test_assembly_input.nf.test.snap            | 8 ++++----
 tests/test_hybrid.nf.test.snap                    | 8 ++++----
 tests/test_longreadonly.nf.test.snap              | 8 ++++----
 tests/test_longreadonly_alternatives.nf.test.snap | 8 ++++----
 tests/test_minimal.nf.test.snap                   | 8 ++++----
 tests/test_single_end.nf.test.snap                | 8 ++++----
 8 files changed, 31 insertions(+), 31 deletions(-)

diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index 9eb189a50..9e314be85 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -134,15 +134,15 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.2.0dev"
+                    "nf-core/mag": "v5.2.0"
                 }
             }
         ],
         "meta": {
             "nf-test": "0.9.3",
-            "nextflow": "25.04.8"
+            "nextflow": "25.10.0"
         },
-        "timestamp": "2025-10-17T09:46:35.794435668"
+        "timestamp": "2025-11-04T07:53:29.134212676"
     },
     "multiqc": {
         "content": [
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index 4c7ed2cca..043e79201 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -103,17 +103,17 @@
                     "trimmomatic": 0.39
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.2.0dev"
+                    "nf-core/mag": "v5.2.0"
                 },
                 "r-base": "4.1.3",
                 "r-tidyverse": "1.3.1"
             }
         ],
         "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "25.04.7"
+            "nf-test": "0.9.3",
+            "nextflow": "25.10.0"
         },
-        "timestamp": "2025-10-17T16:58:42.262727541"
+        "timestamp": "2025-11-04T08:36:41.200636967"
     },
     "qc": {
         "content": [
diff --git a/tests/test_assembly_input.nf.test.snap b/tests/test_assembly_input.nf.test.snap
index 5b94c773d..013b7cd60 100644
--- a/tests/test_assembly_input.nf.test.snap
+++ b/tests/test_assembly_input.nf.test.snap
@@ -106,15 +106,15 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.2.0dev"
+                    "nf-core/mag": "v5.2.0"
                 }
             }
         ],
         "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "25.04.7"
+            "nf-test": "0.9.3",
+            "nextflow": "25.10.0"
         },
-        "timestamp": "2025-10-14T17:09:59.771951529"
+        "timestamp": "2025-11-04T08:38:41.85178164"
     },
     "multiqc": {
         "content": [
diff --git a/tests/test_hybrid.nf.test.snap b/tests/test_hybrid.nf.test.snap
index 0d9766e1b..d35db489f 100644
--- a/tests/test_hybrid.nf.test.snap
+++ b/tests/test_hybrid.nf.test.snap
@@ -135,15 +135,15 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.2.0dev"
+                    "nf-core/mag": "v5.2.0"
                 }
             }
         ],
         "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "25.04.7"
+            "nf-test": "0.9.3",
+            "nextflow": "25.10.0"
         },
-        "timestamp": "2025-10-14T17:15:44.134972578"
+        "timestamp": "2025-11-04T08:43:07.241387365"
     },
     "multiqc": {
         "content": [
diff --git a/tests/test_longreadonly.nf.test.snap b/tests/test_longreadonly.nf.test.snap
index 0b368fa32..df2b55dfb 100644
--- a/tests/test_longreadonly.nf.test.snap
+++ b/tests/test_longreadonly.nf.test.snap
@@ -116,15 +116,15 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.2.0dev"
+                    "nf-core/mag": "v5.2.0"
                 }
             }
         ],
         "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "25.04.7"
+            "nf-test": "0.9.3",
+            "nextflow": "25.10.0"
         },
-        "timestamp": "2025-10-14T17:27:14.523808086"
+        "timestamp": "2025-11-04T08:48:59.440835918"
     },
     "multiqc": {
         "content": [
diff --git a/tests/test_longreadonly_alternatives.nf.test.snap b/tests/test_longreadonly_alternatives.nf.test.snap
index 1a11fc35a..91cff24dd 100644
--- a/tests/test_longreadonly_alternatives.nf.test.snap
+++ b/tests/test_longreadonly_alternatives.nf.test.snap
@@ -79,15 +79,15 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.2.0dev"
+                    "nf-core/mag": "v5.2.0"
                 }
             }
         ],
         "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "25.04.7"
+            "nf-test": "0.9.3",
+            "nextflow": "25.10.0"
         },
-        "timestamp": "2025-10-14T17:30:10.565356544"
+        "timestamp": "2025-11-04T08:51:15.395173486"
     },
     "multiqc": {
         "content": [
diff --git a/tests/test_minimal.nf.test.snap b/tests/test_minimal.nf.test.snap
index 8aa49f4c2..6dd754b6c 100644
--- a/tests/test_minimal.nf.test.snap
+++ b/tests/test_minimal.nf.test.snap
@@ -41,15 +41,15 @@
                     "fastqc": "0.12.1"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.2.0dev"
+                    "nf-core/mag": "v5.2.0"
                 }
             }
         ],
         "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "25.04.7"
+            "nf-test": "0.9.3",
+            "nextflow": "25.10.0"
         },
-        "timestamp": "2025-09-17T10:02:47.345606232"
+        "timestamp": "2025-11-04T08:52:09.346693154"
     },
     "multiqc": {
         "content": [
diff --git a/tests/test_single_end.nf.test.snap b/tests/test_single_end.nf.test.snap
index ff769bf35..ae8880919 100644
--- a/tests/test_single_end.nf.test.snap
+++ b/tests/test_single_end.nf.test.snap
@@ -172,15 +172,15 @@
                     "pandas": "1.1.5"
                 },
                 "Workflow": {
-                    "nf-core/mag": "v5.2.0dev"
+                    "nf-core/mag": "v5.2.0"
                 }
             }
         ],
         "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "25.04.7"
+            "nf-test": "0.9.3",
+            "nextflow": "25.10.0"
         },
-        "timestamp": "2025-11-03T09:55:56.848826869"
+        "timestamp": "2025-11-04T09:00:45.832582615"
     },
     "multiqc": {
         "content": [

From 83a108c0b9a0ba233bd2badc53e9eb0c78dd0252 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 4 Nov 2025 11:42:53 -0300
Subject: [PATCH 279/288] Fix ordering

---
 bin/combine_tables.py                | 2 +-
 bin/get_mag_depths_summary.py        | 2 +-
 tests/test_alternatives.nf.test.snap | 8 ++++----
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/bin/combine_tables.py b/bin/combine_tables.py
index 350e2676e..37ecba8a6 100755
--- a/bin/combine_tables.py
+++ b/bin/combine_tables.py
@@ -265,7 +265,7 @@ def main(args=None):
             how="outer",
         )
 
-    results.to_csv(args.out, sep="\t")
+    results.sort_values("bin").to_csv(args.out, sep="\t", index=False)
 
 
 if __name__ == "__main__":
diff --git a/bin/get_mag_depths_summary.py b/bin/get_mag_depths_summary.py
index 694333715..bd803922b 100755
--- a/bin/get_mag_depths_summary.py
+++ b/bin/get_mag_depths_summary.py
@@ -37,7 +37,7 @@ def main(args=None):
         assembly_results = pd.read_csv(assembly_depths_file, index_col="bin", sep="\t")
         results = results.append(assembly_results, sort=True, verify_integrity=True)
 
-    results.to_csv(args.out, sep="\t")
+    results.sort_values("bin").to_csv(args.out, sep="\t")
 
 
 if __name__ == "__main__":
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index 4c7ed2cca..6cff8ad11 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -253,15 +253,15 @@
                 "busco_summary.tsv:md5,f2108b2ad319f7bdbe1d42c185e34e43",
                 "checkm2_summary.tsv:md5,9365828b072487af69333ecb35353255",
                 "tiara_summary.tsv:md5,6f97d6016921205c7913e54850b52dad",
-                "bin_summary.tsv:md5,8078356283a4cbadabc1cd7d23b395b4",
+                "bin_summary.tsv:md5,654c1d572f0709145cf87b5480007555",
                 "bin_depths_summary.tsv:md5,ef8b1a8aad59ad4f56515d0fb7045a6d"
             ]
         ],
         "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "25.04.7"
+            "nf-test": "0.9.3",
+            "nextflow": "25.10.0"
         },
-        "timestamp": "2025-10-17T20:01:10.414931492"
+        "timestamp": "2025-11-04T11:38:59.342100521"
     },
     "multiqc": {
         "content": [

From 5336881a5e2a1890c17d07936e98db1d7100edde Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 4 Nov 2025 12:10:22 -0300
Subject: [PATCH 280/288] Exclude busco_summary

---
 tests/.nftignore                     | 1 +
 tests/test_alternatives.nf.test.snap | 1 -
 2 files changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/.nftignore b/tests/.nftignore
index 03c4f6705..a353e8204 100644
--- a/tests/.nftignore
+++ b/tests/.nftignore
@@ -18,6 +18,7 @@ GenomeBinning/depths/bins/*.png
 GenomeBinning/MetaBAT2/unbinned/discarded/*.unbinned.pooled.fa.gz
 GenomeBinning/QC/CheckM2/**/DIAMOND_RESULTS.tsv
 GenomeBinning/QC/CheckM2/*/checkm2.log
+GenomeBinning/QC/busco_summary.tsv
 GenomeBinning/QC/BUSCO/**/*.log
 GenomeBinning/QC/BUSCO/**/.checkpoint
 GenomeBinning/QC/BUSCO/**/*.json
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index 6cff8ad11..6486e7c0b 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -250,7 +250,6 @@
                 "MEGAHIT-MetaBAT2-test_minigut.2.faa:md5,577adc1aa1ebd51fed46f726ad90d9b3",
                 "quality_report.tsv:md5,9365828b072487af69333ecb35353255",
                 "MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut_checkm2_report.tsv:md5,9365828b072487af69333ecb35353255",
-                "busco_summary.tsv:md5,f2108b2ad319f7bdbe1d42c185e34e43",
                 "checkm2_summary.tsv:md5,9365828b072487af69333ecb35353255",
                 "tiara_summary.tsv:md5,6f97d6016921205c7913e54850b52dad",
                 "bin_summary.tsv:md5,654c1d572f0709145cf87b5480007555",

From 7cc714c54b9a0c488330b9ef35ce15006e576f10 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 4 Nov 2025 16:04:22 -0300
Subject: [PATCH 281/288] Fix rocrate

---
 ro-crate-metadata.json | 54 +++++++++++++++++++++---------------------
 1 file changed, 27 insertions(+), 27 deletions(-)

diff --git a/ro-crate-metadata.json b/ro-crate-metadata.json
index 9a4c209b7..89a477d78 100644
--- a/ro-crate-metadata.json
+++ b/ro-crate-metadata.json
@@ -22,8 +22,8 @@
             "@id": "./",
             "@type": "Dataset",
             "creativeWorkStatus": "Stable",
-            "datePublished": "2025-11-04T10:37:50+00:00",
-            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new/nf-core/mag)\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.4.1-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.4.1)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), and/or [COMEBin](https://github.com/ziyewang/COMEBin)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [William Rosenbaum](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n- [Alex Caswell](https://github.com/AlexHoratio)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
+            "datePublished": "2025-11-04T19:04:00+00:00",
+            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_logo_mascot_dark.png\">\n    <img alt=\"nf-core/mag\" src=\"docs/images/mag_logo_mascot_light.png\">\n  </picture>\n</h1>\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new/nf-core/mag)\n[![GitHub Actions CI Status](https://github.com/nf-core/mag/actions/workflows/nf-test.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/nf-test.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/mag/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/mag/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/mag/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.3589527-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.3589527)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-orange)](https://doi.org/10.1093/nargab/lqac007)\n\n[![Nextflow](https://img.shields.io/badge/version-%E2%89%A525.04.2-green?style=flat&logo=nextflow&logoColor=white&color=%230DC09D&link=https%3A%2F%2Fnextflow.io)](https://www.nextflow.io/)\n[![nf-core template version](https://img.shields.io/badge/nf--core_template-3.4.1-green?style=flat&logo=nfcore&logoColor=white&color=%2324B064&link=https%3A%2F%2Fnf-co.re)](https://github.com/nf-core/tools/releases/tag/3.4.1)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/mag)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23mag-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/mag)[![Follow on Bluesky](https://img.shields.io/badge/bluesky-%40nf__core-1185fe?labelColor=000000&logo=bluesky)](https://bsky.app/profile/nf-co.re)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n![HiRSE Code Promo Badge](https://img.shields.io/badge/Promo-8db427?label=HiRSE&labelColor=005aa0&link=https%3A%2F%2Fgo.fzj.de%2FCodePromo)\n\n## Introduction\n\n**nf-core/mag** is a bioinformatics best-practise analysis pipeline for assembly, binning and annotation of metagenomes.\n\n<p>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/mag_metromap_dark.png\">\n    <img alt=\"nf-core/mag metromap diagram\" src=\"docs/images/mag_metromap_light.png\">\n  </picture>\n</p>\n\n## Pipeline summary\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nBy default, the pipeline currently performs the following: it supports both short and long reads, quality trims the reads and adapters with [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval](https://github.com/MikkelSchubert/adapterremoval), or [trimmomatic](https://github.com/usadellab/Trimmomatic) and [Porechop](https://github.com/rrwick/Porechop), and performs basic QC with [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/), and merges multiple sequencing runs.\n\nThe pipeline then:\n\n- performs assembly using [MEGAHIT](https://github.com/voutcn/megahit) and [SPAdes](http://cab.spbu.ru/software/spades/), and checks their quality using [Quast](http://quast.sourceforge.net/quast)\n- (optionally) performs ancient DNA assembly validation using [PyDamage](https://github.com/maxibor/pydamage) and contig consensus sequence recalling with [Freebayes](https://github.com/freebayes/freebayes) and [BCFtools](http://samtools.github.io/bcftools/bcftools.html)\n- predicts protein-coding genes for the assemblies using [Prodigal](https://github.com/hyattpd/Prodigal), and bins with [Prokka](https://github.com/tseemann/prokka) and optionally [MetaEuk](https://www.google.com/search?channel=fs&client=ubuntu-sn&q=MetaEuk)\n- performs metagenome binning using [MetaBAT2](https://bitbucket.org/berkeleylab/metabat/src/master/), [MaxBin2](https://sourceforge.net/projects/maxbin2/), [CONCOCT](https://github.com/BinPro/CONCOCT), [COMEBin](https://github.com/ziyewang/COMEBin), and/or [MetaBinner](https://github.com/ziyewang/MetaBinner)\n- checks the quality of the genome bins using [Busco](https://busco.ezlab.org/), [CheckM](https://ecogenomics.github.io/CheckM/), or [CheckM2](https://github.com/chklovski/CheckM2) and optionally [GUNC](https://grp-bork.embl-community.io/gunc/)\n- Performs ancient DNA validation and repair with [pyDamage](https://github.com/maxibor/pydamage) and [freebayes](https://github.com/freebayes/freebayes)\n- optionally refines bins with [DAS Tool](https://github.com/cmks/DAS_Tool)\n- assigns taxonomy to bins using [GTDB-Tk](https://github.com/Ecogenomics/GTDBTk) and/or [CAT](https://github.com/dutilh/CAT) and optionally identifies viruses in assemblies using [geNomad](https://github.com/apcamargo/genomad), or Eukaryotes with [Tiara](https://github.com/ibe-uw/tiara)\n\nFurthermore, the pipeline creates various reports in the results directory specified, including a [MultiQC](https://multiqc.info/) report summarizing some of the findings and software versions.\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n```bash\nnextflow run nf-core/mag -profile <docker/singularity/podman/shifter/charliecloud/conda/institute> --input samplesheet.csv --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/mag/usage) and the [parameter documentation](https://nf-co.re/mag/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/mag/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/mag/output).\n\n### Group-wise co-assembly and co-abundance computation\n\nEach sample has an associated group ID (see [input specifications](https://nf-co.re/mag/usage#input_specifications)). This group information can be used for group-wise co-assembly with `MEGAHIT` or `SPAdes` and/or to compute co-abundances for the binning step with `MetaBAT2`. By default, group-wise co-assembly is disabled, while the computation of group-wise co-abundances is enabled. For more information about how this group information can be used see the documentation for the parameters [`--coassemble_group`](https://nf-co.re/mag/parameters#coassemble_group) and [`--binning_map_mode`](https://nf-co.re/mag/parameters#binning_map_mode).\n\nWhen group-wise co-assembly is enabled, `SPAdes` is run on accordingly pooled read files, since `metaSPAdes` does not yet allow the input of multiple samples or libraries. In contrast, `MEGAHIT` is run for each group while supplying lists of the individual readfiles.\n\n## Credits\n\nnf-core/mag was written by [Hadrien Gourl\u00e9](https://hadriengourle.com) at [SLU](https://slu.se), [Daniel Straub](https://github.com/d4straub) and [Sabrina Krakau](https://github.com/skrakau) at the [Quantitative Biology Center (QBiC)](http://qbic.life). [James A. Fellows Yates](https://github.com/jfy133) and [Maxime Borry](https://github.com/maxibor) at the [Max Planck Institute for Evolutionary Anthropology](https://www.eva.mpg.de) joined in version 2.2.0.\n\nOther code contributors include:\n\n- [Antonia Schuster](https://github.com/AntoniaSchuster)\n- [Alexander Ramos](https://github.com/alxndrdiaz)\n- [Carson Miller](https://github.com/CarsonJM)\n- [Daniel Lundin](https://github.com/erikrikarddaniel)\n- [Danielle Callan](https://github.com/d-callan)\n- [Gregory Sprenger](https://github.com/gregorysprenger)\n- [Jim Downie](https://github.com/prototaxites)\n- [Phil Palmer](https://github.com/PhilPalmer)\n- [William Rosenbaum](https://github.com/willros)\n- [Adam Rosenbaum](https://github.com/muabnezor)\n- [Diego Alvarez](https://github.com/dialvarezs)\n- [Nikolaos Vergoulidis](https://github.com/IceGreb)\n- [Greg Fedewa](https://github.com/harper357)\n- [Vini Salazar](https://github.com/vinisalazar)\n- [Alex Caswell](https://github.com/AlexHoratio)\n\nLong read processing was inspired by [caspargross/HybridAssembly](https://github.com/caspargross/HybridAssembly) written by Caspar Gross [@caspargross](https://github.com/caspargross)\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Alexander Peltzer](https://github.com/apeltzer)\n- [Phil Ewels](https://github.com/ewels)\n- [Gisela Gabernet](https://github.com/ggabernet)\n- [Harshil Patel](https://github.com/drpatelh)\n- [Johannes Alneberg](https://github.com/alneberg)\n- [Maxime Garcia](https://github.com/MaxUlysse)\n- [Michael L Heuer](https://github.com/heuermh)\n- [Alex H\u00fcbner](https://github.com/alexhbnr)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#mag` channel](https://nfcore.slack.com/channels/mag) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\nIf you use nf-core/mag for your analysis, please cite the preprint as follows:\n\n> **nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning**\n>\n> Sabrina Krakau, Daniel Straub, Hadrien Gourl\u00e9, Gisela Gabernet, Sven Nahnsen.\n>\n> NAR Genom Bioinform. 2022 Feb 2;4(1):lqac007. doi: [10.1093/nargab/lqac007](https://doi.org/10.1093/nargab/lqac007).\n\nAdditionally you can cite the pipeline directly with the following doi: [10.5281/zenodo.3589527](https://doi.org/10.5281/zenodo.3589527)\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
             "hasPart": [
                 {
                     "@id": "main.nf"
@@ -105,7 +105,7 @@
             },
             "mentions": [
                 {
-                    "@id": "#f3cfdbc5-8379-4a82-a4be-32491f4a279c"
+                    "@id": "#dd3f9445-3b91-4534-972a-07de3d0e1cc2"
                 }
             ],
             "name": "nf-core/mag"
@@ -134,26 +134,26 @@
             ],
             "creator": [
                 {
-                    "@id": "#68351153+CarsonJM@users.noreply.github.com"
+                    "@id": "https://orcid.org/0000-0001-9807-1082"
                 },
                 {
-                    "@id": "#jfy133@gmail.com"
+                    "@id": "https://orcid.org/0000-0003-0603-7907"
                 },
                 {
-                    "@id": "https://orcid.org/0000-0001-9807-1082"
+                    "@id": "#42973691+d4straub@users.noreply.github.com"
                 },
                 {
-                    "@id": "https://orcid.org/0000-0003-0603-7907"
+                    "@id": "#68351153+CarsonJM@users.noreply.github.com"
                 },
                 {
                     "@id": "#jfy133@gmail.com"
                 },
                 {
-                    "@id": "#42973691+d4straub@users.noreply.github.com"
+                    "@id": "#jfy133@gmail.com"
                 }
             ],
             "dateCreated": "",
-            "dateModified": "2025-11-04T07:37:50Z",
+            "dateModified": "2025-11-04T16:04:00Z",
             "dct:conformsTo": "https://bioschemas.org/profiles/ComputationalWorkflow/1.0-RELEASE/",
             "keywords": [
                 "nf-core",
@@ -171,9 +171,6 @@
                 "MIT"
             ],
             "maintainer": [
-                {
-                    "@id": "#jfy133@gmail.com"
-                },
                 {
                     "@id": "https://orcid.org/0000-0001-9807-1082"
                 },
@@ -182,6 +179,9 @@
                 },
                 {
                     "@id": "#42973691+d4straub@users.noreply.github.com"
+                },
+                {
+                    "@id": "#jfy133@gmail.com"
                 }
             ],
             "name": [
@@ -214,11 +214,11 @@
             "version": "!>=25.04.2"
         },
         {
-            "@id": "#f3cfdbc5-8379-4a82-a4be-32491f4a279c",
+            "@id": "#dd3f9445-3b91-4534-972a-07de3d0e1cc2",
             "@type": "TestSuite",
             "instance": [
                 {
-                    "@id": "#0f3c25c8-c90a-4656-97b2-359172dac327"
+                    "@id": "#0ba4ffe5-1ce6-458a-920c-3677832ae115"
                 }
             ],
             "mainEntity": {
@@ -227,7 +227,7 @@
             "name": "Test suite for nf-core/mag"
         },
         {
-            "@id": "#0f3c25c8-c90a-4656-97b2-359172dac327",
+            "@id": "#0ba4ffe5-1ce6-458a-920c-3677832ae115",
             "@type": "TestInstance",
             "name": "GitHub Actions workflow for testing nf-core/mag",
             "resource": "repos/nf-core/mag/actions/workflows/nf-test.yml",
@@ -365,18 +365,6 @@
             "name": "nf-core",
             "url": "https://nf-co.re/"
         },
-        {
-            "@id": "#68351153+CarsonJM@users.noreply.github.com",
-            "@type": "Person",
-            "email": "68351153+CarsonJM@users.noreply.github.com",
-            "name": "Carson J Miller"
-        },
-        {
-            "@id": "#jfy133@gmail.com",
-            "@type": "Person",
-            "email": "jfy133@gmail.com",
-            "name": "James Fellows Yates"
-        },
         {
             "@id": "https://orcid.org/0000-0001-9807-1082",
             "@type": "Person",
@@ -394,6 +382,18 @@
             "@type": "Person",
             "email": "42973691+d4straub@users.noreply.github.com",
             "name": "Daniel Straub"
+        },
+        {
+            "@id": "#68351153+CarsonJM@users.noreply.github.com",
+            "@type": "Person",
+            "email": "68351153+CarsonJM@users.noreply.github.com",
+            "name": "Carson J Miller"
+        },
+        {
+            "@id": "#jfy133@gmail.com",
+            "@type": "Person",
+            "email": "jfy133@gmail.com",
+            "name": "James A. Fellows Yates"
         }
     ]
 }
\ No newline at end of file

From ddb8c819e45df25f3b01fcd1db3d029c089dc5fa Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Tue, 4 Nov 2025 16:16:13 -0300
Subject: [PATCH 282/288] Include names in changelog

---
 CHANGELOG.md | 60 ++++++++++++++++++++++++++--------------------------
 1 file changed, 30 insertions(+), 30 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8b3d36420..c79d3690c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,7 +3,7 @@
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-## v5.2.0 - 2025-11-07
+## v5.2.0 - Puce Pangolin [2025-11-07]
 
 ### `Added`
 
@@ -33,7 +33,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#842](https://github.com/nf-core/mag/pull/842) - Remove `--binqc_tool` (by @harper357, with contributions from @dialvarezs, @prototaxites and @jfy133)
 
-## v5.1.0 - 2025-10-27
+## v5.1.0 - Platinum Pudu [2025-10-27]
 
 ### `Added`
 
@@ -60,7 +60,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Deprecated`
 
-## 5.0.0 - [2025-09-30]
+## v5.0.0 - Green Squirrel [2025-09-30]
 
 ### `Added`
 
@@ -132,7 +132,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#855](https://github.com/nf-core/mag/pull/855) - Remove test_adapterremoval, test_ancient_dna, test_bbnorm, test_busco_auto, test_host_rm, test_hybrid_host_rm, test_binrefinement, test_concoct and test_longread profiles (added by @dialvarezs)
 - [#864](https://github.com/nf-core/mag/pull/864) - Remove `--gtdb_mash` due to dropping of support by GTDBTk itself (by @prototaxites and @jfy133)
 
-## v4.0.0 - [2025-05-22]
+## v4.0.0 - Blue Huemul [2025-05-22]
 
 ### `Added`
 
@@ -168,7 +168,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#730](https://github.com/nf-core/mag/pull/730) - Remove `--busco_auto_lineage_prok` due to update and simplified usage of BUSCO (added by @jfy133, @dialvarezs)
 
-## 3.4.0 [2025-04-04]
+## v3.4.0 - Green Gecko [2025-04-04]
 
 ### `Added`
 
@@ -217,7 +217,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Deprecated`
 
-## 3.3.0 [2024-12-19]
+## v3.3.0 - Red Reindeer [2024-12-19]
 
 ### `Added`
 
@@ -252,7 +252,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Deprecated`
 
-## 3.2.1 [2024-10-30]
+## v3.2.1 [2024-10-30]
 
 ### `Added`
 
@@ -266,7 +266,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Deprecated`
 
-## 3.2.0 [2024-10-27]
+## v3.2.0 - Salmon Salmon [2024-10-27]
 
 ### `Added`
 
@@ -298,7 +298,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Deprecated`
 
-## 3.1.0 [2024-10-04]
+## v3.1.0 - Pink Panda [2024-10-04]
 
 ### `Added`
 
@@ -326,7 +326,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#670](https://github.com/nf-core/mag/pull/670) - Deprecated `--gtdbtk_pplacer_scratch` due to unintuitive usage (reported by harper357, fixed by @jfy133)
 
-## 3.0.3 [2024-08-27]
+## v3.0.3 [2024-08-27]
 
 ### `Added`
 
@@ -345,7 +345,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Deprecated`
 
-## 3.0.2 [2024-07-04]
+## v3.0.2 [2024-07-04]
 
 ### `Added`
 
@@ -368,7 +368,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Deprecated`
 
-## 3.0.1 [2024-06-10]
+## v3.0.1 [2024-06-10]
 
 ### `Added`
 
@@ -388,7 +388,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Deprecated`
 
-## 3.0.0 - [2024-05-13]
+## v3.0.0 - Magenta Magpie [2024-05-13]
 
 ### `Added`
 
@@ -409,7 +409,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#599](https://github.com/nf-core/mag/pull/599) - Direct reads input (`--input 'sample_{R1,R2}.fastq.gz'`) is no longer supported, all input must come via samplesheets (by @jfy133)
 
-## 2.5.4 - [2024-02-12]
+## v2.5.4 [2024-02-12]
 
 ### `Added`
 
@@ -426,7 +426,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Deprecated`
 
-## 2.5.3 - [2024-02-05]
+## v2.5.3 [2024-02-05]
 
 ### `Added`
 
@@ -442,7 +442,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Deprecated`
 
-## 2.5.2 - [2024-02-02]
+## v2.5.2 [2024-02-02]
 
 ### `Added`
 
@@ -467,7 +467,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Deprecated`
 
-## 2.5.1 - [2023-11-17]
+## v2.5.1 [2023-11-17]
 
 ### `Added`
 
@@ -489,7 +489,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#536](https://github.com/nf-core/mag/pull/536) - Remove custom function with native Nextflow for checking file extension (reported by @d4straub, fix by @jfy133)
 
-## 2.5.0 - [2023-10-10]
+## 2.5.0 - Aquamarine Kangaroo - [2023-10-10]
 
 ### `Added`
 
@@ -514,7 +514,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#504](https://github.com/nf-core/mag/pull/504) - `--busco_reference`, `--busco_download_path`, `--save_busco_reference` parameters have been deprecated and replaced with new parameters (by @gregorysprenger).
 
-## 2.4.0 - 2023-09-26
+## v2.4.0 - Grey Hammerhead [2023-09-26]
 
 ### `Added`
 
@@ -578,7 +578,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#458](https://github.com/nf-core/mag/pull/458) - Correct the major issue in ancient DNA workflow of binning refinement being performed on uncorrected contigs instead of aDNA consensus recalled contigs (issue [#449](https://github.com/nf-core/mag/issues/449))
 - [#451](https://github.com/nf-core/mag/pull/451) - Fix results file overwriting in Ancient DNA workflow (reported by @alexhbnr, fix by @jfy133, and integrated by @maxibor in [#458](https://github.com/nf-core/mag/pull/458) )
 
-## v2.3.0 - [2023/03/02]
+## v2.3.0 - Red Cow [2023-03-02]
 
 ### `Added`
 
@@ -615,7 +615,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 | Freebayes | 1.3.5            | 1.3.6       |
 | SAMtools  | 1.15             | 1.16.1      |
 
-## v2.2.1 - 2022/08/25
+## v2.2.1 [2022-08-25]
 
 ### `Added`
 
@@ -628,7 +628,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Dependencies`
 
-## v2.2.0 - 2022/06/14
+## v2.2.0 - Golden Mammoth [2022-06-14]
 
 ### `Added`
 
@@ -661,7 +661,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 | fastp   | 0.20.1           | 0.23.2      |
 | MultiQC | 1.11             | 1.12        |
 
-## v2.1.1 - 2021/11/25
+## v2.1.1 [2021-11-25]
 
 ### `Added`
 
@@ -684,7 +684,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#255](https://github.com/nf-core/mag/pull/255) - Update gtdbtk conda channel.
 - [#258](https://github.com/nf-core/mag/pull/258) - FastP results are now in MultiQC.
 
-## v2.1.0 - 2021/07/29
+## v2.1.0 - Black Zebra [2021-07-29]
 
 ### `Added`
 
@@ -700,7 +700,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#226](https://github.com/nf-core/mag/pull/226) - Fix handling of `BUSCO` output when run in auto lineage selection mode and selected specific lineage is the same as the generic one.
 
-## v2.0.0 - 2021/06/01
+## v2.0.0 - Silver Swan [2021-06-01]
 
 ### `Added`
 
@@ -735,7 +735,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#195](https://github.com/nf-core/mag/pull/195) - Fix documentation regarding required compression of input FastQ files [#160](https://github.com/nf-core/mag/issues/160)
 - [#196](https://github.com/nf-core/mag/pull/196) - Add process for CAT database creation as solution for problem caused by incompatible `DIAMOND` version used for pre-built `CAT database` and `CAT classification` [#90](https://github.com/nf-core/mag/issues/90), [#188](https://github.com/nf-core/mag/issues/188)
 
-## v1.2.0 - 2021/02/10
+## v1.2.0 - Yellow Squirrel [2021-02-10]
 
 ### `Added`
 
@@ -755,7 +755,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#143](https://github.com/nf-core/mag/pull/143) - Change parameter: `--manifest` -> `--input`
 
-## v1.1.2 - 2020/11/24
+## v1.1.2 - Blue Panda [2020-11-24]
 
 ### `Changed`
 
@@ -765,7 +765,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#133](https://github.com/nf-core/mag/pull/133) - Fixed processing of `--input` parameter [#131](https://github.com/nf-core/mag/issues/131)
 
-## v1.1.1 - 2020/11/10
+## v1.1.1 - Lime Owl [2020-11-10]
 
 ### `Added`
 
@@ -782,7 +782,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#120](https://github.com/nf-core/mag/pull/120) - Fix link to CAT database in help message
 - [#124](https://github.com/nf-core/mag/pull/124) - Fix description of `CAT` process in `output.md`
 
-## v1.1.0 - 2020/10/06
+## v1.1.0 - White Elephant [2020-10-06]
 
 ### `Added`
 
@@ -827,7 +827,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#29](https://github.com/nf-core/mag/pull/29) - Change depreciated parameters: `--singleEnd` -> `--single_end`, `--igenomesIgnore` -> `--igenomes_ignore`
 
-## v1.0.0 - 2019/12/20
+## v1.0.0 - Purple Corgi [2019-12-20]
 
 Initial release of nf-core/mag, created with the [nf-core](http://nf-co.re/) template.
 

From 7d0fe0584ba3d254d3eef3e176e999cf2130e4cc Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Wed, 5 Nov 2025 08:16:25 -0300
Subject: [PATCH 283/288] Updated metro maps by @jfy133

---
 docs/images/mag_metromap_dark.png  | Bin 973767 -> 982512 bytes
 docs/images/mag_metromap_dark.svg  |  96 ++++++++++++++------
 docs/images/mag_metromap_light.png | Bin 979217 -> 987926 bytes
 docs/images/mag_metromap_light.svg | 136 +++++++++++++++++++----------
 4 files changed, 156 insertions(+), 76 deletions(-)

diff --git a/docs/images/mag_metromap_dark.png b/docs/images/mag_metromap_dark.png
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              id="tspan56">parallel</tspan><tspan
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-             y="282.35855">v5.1</tspan></text></g><path
+             y="282.35855">v5.2</tspan></text></g><path
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            x="51.420074"
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+           y="219.55141"
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            x="51.420074"
-           y="226.43062"
-           id="tspan1">COMEBin</tspan></text><circle
+           y="223.78474"
+           id="tspan1">COMEBin /</tspan><tspan
+           sodipodi:role="line"
+           style="font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;line-height:1;font-family:'Maven Pro';-inkscape-font-specification:'Maven Pro Semi-Bold';text-align:center;text-anchor:middle;fill:#000000;stroke:none;stroke-width:0.661458"
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            y="272.28363"
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            sodipodi:role="line"
-           style="line-height:1;text-align:start;text-anchor:start;fill:#000000;stroke:none;stroke-width:0.661458"
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            y="276.51697"
            id="tspan36">MetaEuk</tspan></text><g
@@ -1885,18 +1890,28 @@
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-         y="234.11969"
+         x="243.31094"
+         y="227.5421"
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          inkscape:transform-center-x="-3.2193632"
          inkscape:transform-center-y="-0.077385176"><tspan
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+           x="243.31094"
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    style="font-style:normal;font-variant:normal;font-weight:600;font-stretch:normal;font-family:'Maven Pro';-inkscape-font-specification:'Maven Pro Semi-Bold'"
-   id="tspan9">BUSCO</tspan> / CheckM / CheckM2</tspan></text><text
+   id="tspan9">BUSCO</tspan> / </tspan><tspan
+           sodipodi:role="line"
+           style="line-height:1;text-align:center;text-anchor:middle;fill:#000000;stroke:none;stroke-width:0.661458"
+           x="243.31094"
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+           id="tspan20">CheckM / </tspan><tspan
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          cy="198.38884"
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From 789b0f6f6404c47d3526f3bc222b4bf945dc3b70 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Wed, 5 Nov 2025 22:26:44 -0300
Subject: [PATCH 284/288] Update genomad modules

---
 modules.json                                  |  4 +-
 .../nf-core/genomad/download/environment.yml  |  3 +-
 modules/nf-core/genomad/download/main.nf      | 14 ++---
 .../genomad/download/tests/main.nf.test.snap  | 20 +++----
 .../nf-core/genomad/endtoend/environment.yml  |  3 +-
 modules/nf-core/genomad/endtoend/main.nf      | 54 +++++++++----------
 .../genomad/endtoend/tests/main.nf.test.snap  | 30 +++++------
 tests/test_single_end.nf.test.snap            |  6 +--
 8 files changed, 69 insertions(+), 65 deletions(-)

diff --git a/modules.json b/modules.json
index f1d8d9aee..078b3ba25 100644
--- a/modules.json
+++ b/modules.json
@@ -168,12 +168,12 @@
                     },
                     "genomad/download": {
                         "branch": "master",
-                        "git_sha": "41dfa3f7c0ffabb96a6a813fe321c6d1cc5b6e46",
+                        "git_sha": "8aa4fc43efb71597bc3377d5ab06119ce15dd51b",
                         "installed_by": ["modules"]
                     },
                     "genomad/endtoend": {
                         "branch": "master",
-                        "git_sha": "ddb0d667cf6cdee3bab9497241de4bbf6b88d8cc",
+                        "git_sha": "8aa4fc43efb71597bc3377d5ab06119ce15dd51b",
                         "installed_by": ["modules"]
                     },
                     "gtdbtk/classifywf": {
diff --git a/modules/nf-core/genomad/download/environment.yml b/modules/nf-core/genomad/download/environment.yml
index 4c755e995..b45cf0921 100644
--- a/modules/nf-core/genomad/download/environment.yml
+++ b/modules/nf-core/genomad/download/environment.yml
@@ -4,4 +4,5 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
-  - bioconda::genomad=1.11.0
+  - bioconda::genomad=1.11.1
+  - conda-forge::rich-click=1.8.9 # temporary fix to prevent wrong geNomad version reported
diff --git a/modules/nf-core/genomad/download/main.nf b/modules/nf-core/genomad/download/main.nf
index 44237f507..1d0bd2e97 100644
--- a/modules/nf-core/genomad/download/main.nf
+++ b/modules/nf-core/genomad/download/main.nf
@@ -2,13 +2,13 @@ process GENOMAD_DOWNLOAD {
     label 'process_single'
 
     conda "${moduleDir}/environment.yml"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/genomad:1.11.0--pyhdfd78af_0':
-        'biocontainers/genomad:1.11.0--pyhdfd78af_0' }"
+    container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
+        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/f3/f367c7e7112f39b159ef871c046709d0213285c2cb98388ca5defd73846b6eda/data'
+        : 'community.wave.seqera.io/library/genomad_rich-click:f0535431e035ccee'}"
 
     output:
-    path "genomad_db/"  , emit: genomad_db
-    path "versions.yml" , emit: versions
+    path "genomad_db/" , emit: genomad_db
+    path "versions.yml", emit: versions
 
     when:
     task.ext.when == null || task.ext.when
@@ -17,7 +17,9 @@ process GENOMAD_DOWNLOAD {
     def args = task.ext.args ?: ''
     """
     genomad \\
-        download-database .
+        download-database \\
+        ${args} \\
+        .
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/modules/nf-core/genomad/download/tests/main.nf.test.snap b/modules/nf-core/genomad/download/tests/main.nf.test.snap
index b80bdd4c2..67a0a217c 100644
--- a/modules/nf-core/genomad/download/tests/main.nf.test.snap
+++ b/modules/nf-core/genomad/download/tests/main.nf.test.snap
@@ -42,7 +42,7 @@
                     ]
                 ],
                 "1": [
-                    "versions.yml:md5,e8f595616ca5eb6e56dbd27f3583c809"
+                    "versions.yml:md5,7f23ba79fd8d3825dcc69f3dfc219c3f"
                 ],
                 "genomad_db": [
                     [
@@ -84,15 +84,15 @@
                     ]
                 ],
                 "versions": [
-                    "versions.yml:md5,e8f595616ca5eb6e56dbd27f3583c809"
+                    "versions.yml:md5,7f23ba79fd8d3825dcc69f3dfc219c3f"
                 ]
             }
         ],
         "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "24.10.5"
+            "nf-test": "0.9.3",
+            "nextflow": "25.10.0"
         },
-        "timestamp": "2025-04-14T12:52:37.864190431"
+        "timestamp": "2025-11-05T15:18:39.766616699"
     },
     "No input": {
         "content": [
@@ -137,7 +137,7 @@
                     ]
                 ],
                 "1": [
-                    "versions.yml:md5,e8f595616ca5eb6e56dbd27f3583c809"
+                    "versions.yml:md5,7f23ba79fd8d3825dcc69f3dfc219c3f"
                 ],
                 "genomad_db": [
                     [
@@ -179,14 +179,14 @@
                     ]
                 ],
                 "versions": [
-                    "versions.yml:md5,e8f595616ca5eb6e56dbd27f3583c809"
+                    "versions.yml:md5,7f23ba79fd8d3825dcc69f3dfc219c3f"
                 ]
             }
         ],
         "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "24.10.5"
+            "nf-test": "0.9.3",
+            "nextflow": "25.10.0"
         },
-        "timestamp": "2025-04-14T12:51:48.507839409"
+        "timestamp": "2025-11-05T15:18:07.76756628"
     }
 }
\ No newline at end of file
diff --git a/modules/nf-core/genomad/endtoend/environment.yml b/modules/nf-core/genomad/endtoend/environment.yml
index 4c755e995..27c93b430 100644
--- a/modules/nf-core/genomad/endtoend/environment.yml
+++ b/modules/nf-core/genomad/endtoend/environment.yml
@@ -4,4 +4,5 @@ channels:
   - conda-forge
   - bioconda
 dependencies:
-  - bioconda::genomad=1.11.0
+  - bioconda::genomad=1.11.1
+  - conda-forge::rich-click=1.8.9 # temporary fix to prevent wrong version reported
diff --git a/modules/nf-core/genomad/endtoend/main.nf b/modules/nf-core/genomad/endtoend/main.nf
index c8c380234..96e56a798 100644
--- a/modules/nf-core/genomad/endtoend/main.nf
+++ b/modules/nf-core/genomad/endtoend/main.nf
@@ -1,47 +1,46 @@
 process GENOMAD_ENDTOEND {
-    tag "$meta.id"
+    tag "${meta.id}"
     label 'process_high'
 
     conda "${moduleDir}/environment.yml"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/genomad:1.11.0--pyhdfd78af_0':
-        'biocontainers/genomad:1.11.0--pyhdfd78af_0' }"
+    container "${workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container
+        ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/f3/f367c7e7112f39b159ef871c046709d0213285c2cb98388ca5defd73846b6eda/data'
+        : 'community.wave.seqera.io/library/genomad_rich-click:f0535431e035ccee'}"
 
     input:
-    tuple val(meta) , path(fasta)
-    path  genomad_db
+    tuple val(meta), path(fasta)
+    path genomad_db
 
     output:
-    tuple val(meta), path("*_aggregated_classification/*_aggregated_classification.tsv")    , emit: aggregated_classification   , optional: true
-    tuple val(meta), path("*_marker_classification/*_marker_classification.tsv")            , emit: marker_classification       , optional: true
-    tuple val(meta), path("*_annotate/*_taxonomy.tsv")                                      , emit: taxonomy
-    tuple val(meta), path("*_find_proviruses/*_provirus.tsv")                               , emit: provirus
-    tuple val(meta), path("*_score_calibration/*_compositions.tsv")                         , emit: compositions                , optional: true
-    tuple val(meta), path("*_score_calibration/*_calibrated_aggregated_classification.tsv") , emit: calibrated_classification   , optional: true
-    tuple val(meta), path("*_summary/*_plasmid.fna.gz")                                     , emit: plasmid_fasta
-    tuple val(meta), path("*_summary/*_plasmid_genes.tsv")                                  , emit: plasmid_genes
-    tuple val(meta), path("*_summary/*_plasmid_proteins.faa.gz")                            , emit: plasmid_proteins
-    tuple val(meta), path("*_summary/*_plasmid_summary.tsv")                                , emit: plasmid_summary
-    tuple val(meta), path("*_summary/*_virus.fna.gz")                                       , emit: virus_fasta
-    tuple val(meta), path("*_summary/*_virus_genes.tsv")                                    , emit: virus_genes
-    tuple val(meta), path("*_summary/*_virus_proteins.faa.gz")                              , emit: virus_proteins
-    tuple val(meta), path("*_summary/*_virus_summary.tsv")                                  , emit: virus_summary
-    path "versions.yml"                                                                     , emit: versions
+    tuple val(meta), path("*_aggregated_classification/*_aggregated_classification.tsv")   , emit: aggregated_classification, optional: true
+    tuple val(meta), path("*_marker_classification/*_marker_classification.tsv")           , emit: marker_classification, optional: true
+    tuple val(meta), path("*_annotate/*_taxonomy.tsv")                                     , emit: taxonomy
+    tuple val(meta), path("*_find_proviruses/*_provirus.tsv")                              , emit: provirus
+    tuple val(meta), path("*_score_calibration/*_compositions.tsv")                        , emit: compositions, optional: true
+    tuple val(meta), path("*_score_calibration/*_calibrated_aggregated_classification.tsv"), emit: calibrated_classification, optional: true
+    tuple val(meta), path("*_summary/*_plasmid.fna.gz")                                    , emit: plasmid_fasta
+    tuple val(meta), path("*_summary/*_plasmid_genes.tsv")                                 , emit: plasmid_genes
+    tuple val(meta), path("*_summary/*_plasmid_proteins.faa.gz")                           , emit: plasmid_proteins
+    tuple val(meta), path("*_summary/*_plasmid_summary.tsv")                               , emit: plasmid_summary
+    tuple val(meta), path("*_summary/*_virus.fna.gz")                                      , emit: virus_fasta
+    tuple val(meta), path("*_summary/*_virus_genes.tsv")                                   , emit: virus_genes
+    tuple val(meta), path("*_summary/*_virus_proteins.faa.gz")                             , emit: virus_proteins
+    tuple val(meta), path("*_summary/*_virus_summary.tsv")                                 , emit: virus_summary
+    path "versions.yml", emit: versions
 
     when:
     task.ext.when == null || task.ext.when
 
     script:
     def args = task.ext.args ?: ''
-    def prefix = task.ext.prefix ?: "${meta.id}"
     """
     genomad \\
         end-to-end \\
-        $fasta \\
+        ${fasta} \\
         ./ \\
-        $genomad_db \\
-        --threads $task.cpus \\
-        $args
+        ${genomad_db} \\
+        --threads ${task.cpus} \\
+        ${args}
 
     gzip ./**/*.fna
     gzip ./**/*.faa
@@ -54,9 +53,10 @@ process GENOMAD_ENDTOEND {
 
     stub:
     def args = task.ext.args ?: ''
-    def prefix = task.ext.prefix ?: "${meta.id}"
     def filename = "${fasta}"[0..<"${fasta}".lastIndexOf('.')]
     """
+    echo ${args}
+
     mkdir ${filename}_aggregated_classification
     touch ${filename}_aggregated_classification/${filename}_aggregated_classification.tsv
     mkdir ${filename}_annotate
diff --git a/modules/nf-core/genomad/endtoend/tests/main.nf.test.snap b/modules/nf-core/genomad/endtoend/tests/main.nf.test.snap
index 3076a702e..c0f548e43 100644
--- a/modules/nf-core/genomad/endtoend/tests/main.nf.test.snap
+++ b/modules/nf-core/genomad/endtoend/tests/main.nf.test.snap
@@ -9,7 +9,7 @@
                     {
                         "id": "test"
                     },
-                    "genome_marker_classification.tsv:md5,18641cbc4fff1033dfb1d05f6463e176"
+                    "genome_marker_classification.tsv:md5,de269060914046f669d27aa6672810ec"
                 ]
             ],
             [
@@ -76,18 +76,18 @@
                     {
                         "id": "test"
                     },
-                    "genome_virus_summary.tsv:md5,8cbcf95c2ab397da26b6dca8014e86f4"
+                    "genome_virus_summary.tsv:md5,eb4e79de60543c796bec70df30273ca5"
                 ]
             ],
             [
-                "versions.yml:md5,4622a27c70440602e43a070716a16681"
+                "versions.yml:md5,f6708c68714afef839ab49a62d9db22d"
             ]
         ],
         "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "25.04.3"
+            "nf-test": "0.9.3",
+            "nextflow": "25.10.0"
         },
-        "timestamp": "2025-07-01T22:53:16.308333681"
+        "timestamp": "2025-11-05T15:20:15.618243167"
     },
     "sarscov2 - genome - fasta - stub": {
         "content": [
@@ -100,7 +100,7 @@
                         {
                             "id": "test"
                         },
-                        "genome_marker_classification.tsv:md5,18641cbc4fff1033dfb1d05f6463e176"
+                        "genome_marker_classification.tsv:md5,de269060914046f669d27aa6672810ec"
                     ]
                 ],
                 "10": [
@@ -132,11 +132,11 @@
                         {
                             "id": "test"
                         },
-                        "genome_virus_summary.tsv:md5,8cbcf95c2ab397da26b6dca8014e86f4"
+                        "genome_virus_summary.tsv:md5,eb4e79de60543c796bec70df30273ca5"
                     ]
                 ],
                 "14": [
-                    "versions.yml:md5,4622a27c70440602e43a070716a16681"
+                    "versions.yml:md5,f6708c68714afef839ab49a62d9db22d"
                 ],
                 "2": [
                     [
@@ -216,7 +216,7 @@
                         {
                             "id": "test"
                         },
-                        "genome_marker_classification.tsv:md5,18641cbc4fff1033dfb1d05f6463e176"
+                        "genome_marker_classification.tsv:md5,de269060914046f669d27aa6672810ec"
                     ]
                 ],
                 "plasmid_fasta": [
@@ -268,7 +268,7 @@
                     ]
                 ],
                 "versions": [
-                    "versions.yml:md5,4622a27c70440602e43a070716a16681"
+                    "versions.yml:md5,f6708c68714afef839ab49a62d9db22d"
                 ],
                 "virus_fasta": [
                     [
@@ -299,15 +299,15 @@
                         {
                             "id": "test"
                         },
-                        "genome_virus_summary.tsv:md5,8cbcf95c2ab397da26b6dca8014e86f4"
+                        "genome_virus_summary.tsv:md5,eb4e79de60543c796bec70df30273ca5"
                     ]
                 ]
             }
         ],
         "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "25.04.3"
+            "nf-test": "0.9.3",
+            "nextflow": "25.10.0"
         },
-        "timestamp": "2025-07-01T23:07:05.526163602"
+        "timestamp": "2025-11-05T15:21:28.957741139"
     }
 }
\ No newline at end of file
diff --git a/tests/test_single_end.nf.test.snap b/tests/test_single_end.nf.test.snap
index ae8880919..4a805a9f0 100644
--- a/tests/test_single_end.nf.test.snap
+++ b/tests/test_single_end.nf.test.snap
@@ -97,10 +97,10 @@
                     "freebayes": "1.3.10"
                 },
                 "GENOMAD_DOWNLOAD": {
-                    "genomad": "1.11.0"
+                    "genomad": "1.11.1"
                 },
                 "GENOMAD_ENDTOEND": {
-                    "genomad": "1.11.0"
+                    "genomad": "1.11.1"
                 },
                 "GTDBTK_CLASSIFYWF": {
                     "gtdbtk": "2.5.2",
@@ -180,7 +180,7 @@
             "nf-test": "0.9.3",
             "nextflow": "25.10.0"
         },
-        "timestamp": "2025-11-04T09:00:45.832582615"
+        "timestamp": "2025-11-05T22:26:03.841320596"
     },
     "multiqc": {
         "content": [

From d8b2f87a0606fb8aac95d880d3f1817667faadd4 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Thu, 6 Nov 2025 08:24:47 -0300
Subject: [PATCH 285/288] Update release announcement action

---
 .github/workflows/release-announcements.yml | 7 ++-----
 1 file changed, 2 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/release-announcements.yml b/.github/workflows/release-announcements.yml
index 8509c7bbe..431d3d445 100644
--- a/.github/workflows/release-announcements.yml
+++ b/.github/workflows/release-announcements.yml
@@ -17,8 +17,7 @@ jobs:
       - name: get description
         id: get_description
         run: |
-          echo "description=$(curl -s https://nf-co.re/pipelines.json | jq -r '.remote_workflows[] | select(.full_name == "${{ github.repository }}") | .description' >> $GITHUB_OUTPUT
-
+          echo "description=$(curl -s https://nf-co.re/pipelines.json | jq -r '.remote_workflows[] | select(.full_name == "${{ github.repository }}") | .description')" >> $GITHUB_OUTPUT
       - uses: rzr/fediverse-action@master
         with:
           access-token: ${{ secrets.MASTODON_ACCESS_TOKEN }}
@@ -27,9 +26,7 @@ jobs:
           # https://docs.github.com/en/developers/webhooks-and-events/webhooks/webhook-events-and-payloads#release
           message: |
             Pipeline release! ${{ github.repository }} v${{ github.event.release.tag_name }} - ${{ github.event.release.name }}!
-
-            ${{ steps.get_topics.outputs.description }}
-
+            ${{ steps.get_description.outputs.description }}
             Please see the changelog: ${{ github.event.release.html_url }}
 
             ${{ steps.get_topics.outputs.topics }} #nfcore #openscience #nextflow #bioinformatics

From 69ad3e3834bd1da33e09cfd10eaf2c3b7c2b12cf Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Thu, 6 Nov 2025 10:45:04 -0300
Subject: [PATCH 286/288] Fix BUSCO publishing

---
 CHANGELOG.md                         |   1 +
 conf/modules.config                  |  21 +++---
 docs/output.md                       |   2 +-
 tests/test_alternatives.nf.test.snap | 104 +++++++++++++--------------
 4 files changed, 65 insertions(+), 63 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index c79d3690c..bb0f190dc 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -22,6 +22,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#907](https://github.com/nf-core/mag/pull/907) - Include refined bins from all binners in the `DASTool/bins` output folder (by @AlexHoratio)
 - [#911](https://github.com/nf-core/mag/pull/911) - Ensure column order is consistent when generating depth summaries to prevent swapped results on merged depth summary (by @dialvarezs)
 - [#912](https://github.com/nf-core/mag/pull/912) - Fix validation of multiple sequencing platforms when using `binning_map_mode = "all"` (reported by @mjfi2sb3, fix by @dialvarezs)
+- [#916](https://github.com/nf-core/mag/pull/916) - Fix publishing of BUSCO files (reported by @joao1980, fix by @dialvarezs)
 
 ### `Dependencies`
 
diff --git a/conf/modules.config b/conf/modules.config
index a7159f4e4..935db8178 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -463,12 +463,13 @@ process {
     }
 
     withName: BUSCO_BUSCO {
+        tag        = { "${meta.assembler}-${meta.binner}-${meta.id}" }
         ext.args   = [
             params.busco_db ? '--offline' : ''
         ].join(' ').trim()
         publishDir = [
             [
-                path: { "${params.outdir}/GenomeBinning/QC/BUSCO/${meta.id}" },
+                path: { "${params.outdir}/GenomeBinning/QC/BUSCO/${meta.assembler}-${meta.binner}-${meta.id}" },
                 mode: params.publish_dir_mode,
                 pattern: "*{.txt,.json,.log,-busco}",
             ],
@@ -835,37 +836,37 @@ process {
     withName: METABINNER_METABINNER {
         publishDir = [
             [
-                path: { "${params.outdir}/GenomeBinning/MetaBinner/stats"},
+                path: { "${params.outdir}/GenomeBinning/MetaBinner/stats" },
                 mode: params.publish_dir_mode,
-                pattern: '*.{log,log.gz,tsv.gz}'
+                pattern: '*.{log,log.gz,tsv.gz}',
             ]
         ]
         ext.prefix = { "${meta.assembler}-MetaBinner-${meta.id}" }
-        ext.args = { "-s ${params.bin_metabinner_scale}" }
+        ext.args   = { "-s ${params.bin_metabinner_scale}" }
     }
 
     withName: METABINNER_BINS {
         publishDir = [
             [
-                path: { "${params.outdir}/GenomeBinning/MetaBinner/"},
+                path: { "${params.outdir}/GenomeBinning/MetaBinner/" },
                 mode: params.publish_dir_mode,
-                pattern: 'bins/*.fa.gz'
+                pattern: 'bins/*.fa.gz',
             ],
             [
                 path: { "${params.outdir}/GenomeBinning/MetaBinner/discarded" },
                 mode: params.publish_dir_mode,
-                pattern: '*tooShort.fa.gz'
+                pattern: '*tooShort.fa.gz',
             ],
             [
                 path: { "${params.outdir}/GenomeBinning/MetaBinner/discarded" },
                 mode: params.publish_dir_mode,
-                pattern: '*lowDepth.fa.gz'
+                pattern: '*lowDepth.fa.gz',
             ],
             [
                 path: { "${params.outdir}/GenomeBinning/MetaBinner/unbinned" },
                 mode: params.publish_dir_mode,
-                pattern: '*unbinned.fa.gz'
-            ]
+                pattern: '*unbinned.fa.gz',
+            ],
         ]
         ext.prefix = { "${meta.assembler}-MetaBinner-${meta.id}" }
     }
diff --git a/docs/output.md b/docs/output.md
index 0279faf5b..0f9fcc505 100644
--- a/docs/output.md
+++ b/docs/output.md
@@ -576,7 +576,7 @@ If a lineage dataset is specified already with `--busco_db`, only results for th
 <details markdown="1">
 <summary>Output files</summary>
 
-- `GenomeBinning/QC/BUSCO/[sample/group]/`
+- `GenomeBinning/QC/BUSCO/[assembler]-[binner]-[sample/group]/`
   - `[sample/group]-[lineage]-busco.batch_summary.txt`: Summary table of the BUSCO results for the bins in the sample.
   - `short_summary.generic.[lineage].[assembler]-[bin].{txt,json}`: A detailed BUSCO summary for each bin, available in both plain text and JSON format.
   - `[sample/group]-[lineage]-busco.log`: Log file of the BUSCO run.
diff --git a/tests/test_alternatives.nf.test.snap b/tests/test_alternatives.nf.test.snap
index 7ba59ea4e..5e51e2b79 100644
--- a/tests/test_alternatives.nf.test.snap
+++ b/tests/test_alternatives.nf.test.snap
@@ -6,10 +6,10 @@
             ]
         ],
         "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "25.04.7"
+            "nf-test": "0.9.3",
+            "nextflow": "25.10.0"
         },
-        "timestamp": "2025-10-17T16:58:57.428040987"
+        "timestamp": "2025-11-06T10:43:55.704960819"
     },
     "-profile test_alternatives": {
         "content": [
@@ -113,7 +113,7 @@
             "nf-test": "0.9.3",
             "nextflow": "25.10.0"
         },
-        "timestamp": "2025-11-04T08:36:41.200636967"
+        "timestamp": "2025-11-06T10:43:54.408735552"
     },
     "qc": {
         "content": [
@@ -137,10 +137,10 @@
             ]
         ],
         "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nf-test": "0.9.3",
+            "nextflow": "25.10.0"
         },
-        "timestamp": "2025-08-21T06:18:58.788514681"
+        "timestamp": "2025-11-06T10:43:54.445183941"
     },
     "assembly": {
         "content": [
@@ -160,10 +160,10 @@
             ]
         ],
         "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "25.04.6"
+            "nf-test": "0.9.3",
+            "nextflow": "25.10.0"
         },
-        "timestamp": "2025-08-21T06:18:58.837281134"
+        "timestamp": "2025-11-06T10:43:54.492525519"
     },
     "binning": {
         "content": [
@@ -178,44 +178,44 @@
                 "GenomeBinning/MetaBAT2/unbinned/discarded/MEGAHIT-MetaBAT2-test_minigut.unbinned.remaining.fa.gz",
                 "GenomeBinning/MetaBAT2/unbinned/discarded/MEGAHIT-MetaBAT2-test_minigut_sample2.unbinned.pooled.fa.gz",
                 "GenomeBinning/MetaBAT2/unbinned/discarded/MEGAHIT-MetaBAT2-test_minigut_sample2.unbinned.remaining.fa.gz",
-                "GenomeBinning/QC/BUSCO/test_minigut/short_summary.specific.bacteria_odb12.MEGAHIT-MetaBAT2-test_minigut.1.fa.json",
-                "GenomeBinning/QC/BUSCO/test_minigut/short_summary.specific.bacteria_odb12.MEGAHIT-MetaBAT2-test_minigut.1.fa.txt",
-                "GenomeBinning/QC/BUSCO/test_minigut/short_summary.specific.bacteria_odb12.MEGAHIT-MetaBAT2-test_minigut.2.fa.json",
-                "GenomeBinning/QC/BUSCO/test_minigut/short_summary.specific.bacteria_odb12.MEGAHIT-MetaBAT2-test_minigut.2.fa.txt",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco.batch_summary.txt",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/bbtools_err.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/bbtools_out.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/hmmsearch_err.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/hmmsearch_out.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/miniprot_align_eukaryota_odb12_err.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/miniprot_align_eukaryota_odb12_out.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/miniprot_index_err.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/miniprot_index_out.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/prodigal_err.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/prodigal_out.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/sepp_err.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/sepp_out.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/prodigal_output/.checkpoint",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/prodigal_output/predicted_genes/predicted.faa",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/prodigal_output/predicted_genes/predicted.fna",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/tmp/refseq_db.faa",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/bbtools_err.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/bbtools_out.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/hmmsearch_err.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/hmmsearch_out.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/miniprot_align_eukaryota_odb12_err.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/miniprot_align_eukaryota_odb12_out.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/miniprot_index_err.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/miniprot_index_out.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/prodigal_err.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/prodigal_out.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/sepp_err.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/sepp_out.log",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/prodigal_output/.checkpoint",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/prodigal_output/predicted_genes/predicted.faa",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/prodigal_output/predicted_genes/predicted.fna",
-                "GenomeBinning/QC/BUSCO/test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/tmp/refseq_db.faa",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/short_summary.specific.bacteria_odb12.MEGAHIT-MetaBAT2-test_minigut.1.fa.json",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/short_summary.specific.bacteria_odb12.MEGAHIT-MetaBAT2-test_minigut.1.fa.txt",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/short_summary.specific.bacteria_odb12.MEGAHIT-MetaBAT2-test_minigut.2.fa.json",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/short_summary.specific.bacteria_odb12.MEGAHIT-MetaBAT2-test_minigut.2.fa.txt",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco.batch_summary.txt",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/bbtools_err.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/bbtools_out.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/hmmsearch_err.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/hmmsearch_out.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/miniprot_align_eukaryota_odb12_err.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/miniprot_align_eukaryota_odb12_out.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/miniprot_index_err.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/miniprot_index_out.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/prodigal_err.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/prodigal_out.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/sepp_err.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/logs/sepp_out.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/prodigal_output/.checkpoint",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/prodigal_output/predicted_genes/predicted.faa",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/prodigal_output/predicted_genes/predicted.fna",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.1.fa/tmp/refseq_db.faa",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/bbtools_err.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/bbtools_out.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/hmmsearch_err.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/hmmsearch_out.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/miniprot_align_eukaryota_odb12_err.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/miniprot_align_eukaryota_odb12_out.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/miniprot_index_err.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/miniprot_index_out.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/prodigal_err.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/prodigal_out.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/sepp_err.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/logs/sepp_out.log",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/prodigal_output/.checkpoint",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/prodigal_output/predicted_genes/predicted.faa",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/prodigal_output/predicted_genes/predicted.fna",
+                "GenomeBinning/QC/BUSCO/MEGAHIT-MetaBAT2-test_minigut/test_minigut-auto-busco/MEGAHIT-MetaBAT2-test_minigut.2.fa/tmp/refseq_db.faa",
                 "GenomeBinning/QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut/checkm2.log",
                 "GenomeBinning/QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut/diamond_output/DIAMOND_RESULTS.tsv",
                 "GenomeBinning/QC/CheckM2/MEGAHIT-MetaBAT2-prokarya-unrefined-test_minigut/protein_files/MEGAHIT-MetaBAT2-test_minigut.1.faa",
@@ -260,7 +260,7 @@
             "nf-test": "0.9.3",
             "nextflow": "25.10.0"
         },
-        "timestamp": "2025-11-04T11:38:59.342100521"
+        "timestamp": "2025-11-06T10:43:54.81496257"
     },
     "multiqc": {
         "content": [
@@ -415,9 +415,9 @@
             ]
         ],
         "meta": {
-            "nf-test": "0.9.2",
-            "nextflow": "25.04.7"
+            "nf-test": "0.9.3",
+            "nextflow": "25.10.0"
         },
-        "timestamp": "2025-11-03T10:54:00.1997192"
+        "timestamp": "2025-11-06T10:43:55.256175449"
     }
 }
\ No newline at end of file

From 714d9f0b959678d8aedc0eecb356a7feb3159d40 Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Thu, 6 Nov 2025 11:05:18 -0300
Subject: [PATCH 287/288] Update CHANGELOG

---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index bb0f190dc..e39c9d1ee 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -22,7 +22,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#907](https://github.com/nf-core/mag/pull/907) - Include refined bins from all binners in the `DASTool/bins` output folder (by @AlexHoratio)
 - [#911](https://github.com/nf-core/mag/pull/911) - Ensure column order is consistent when generating depth summaries to prevent swapped results on merged depth summary (by @dialvarezs)
 - [#912](https://github.com/nf-core/mag/pull/912) - Fix validation of multiple sequencing platforms when using `binning_map_mode = "all"` (reported by @mjfi2sb3, fix by @dialvarezs)
-- [#916](https://github.com/nf-core/mag/pull/916) - Fix publishing of BUSCO files (reported by @joao1980, fix by @dialvarezs)
+- [#921](https://github.com/nf-core/mag/pull/921) - Fix publishing of BUSCO files (reported by @joao1980, fix by @dialvarezs)
 
 ### `Dependencies`
 

From 64caac5cf5ba34a0e268b72bd1b611fdae9d31ab Mon Sep 17 00:00:00 2001
From: "Diego Alvarez S." <dialvarezs@gmail.com>
Date: Fri, 7 Nov 2025 09:18:34 -0300
Subject: [PATCH 288/288] Apply review suggestions

---
 modules/local/metabinner_bins/main.nf                | 1 +
 modules/local/metabinner_kmer/main.nf                | 1 +
 modules/local/metabinner_metabinner/main.nf          | 1 +
 modules/local/metabinner_tooshort/main.nf            | 1 +
 subworkflows/local/utils_nfcore_mag_pipeline/main.nf | 7 -------
 5 files changed, 4 insertions(+), 7 deletions(-)

diff --git a/modules/local/metabinner_bins/main.nf b/modules/local/metabinner_bins/main.nf
index 70e667f12..928bc62a6 100644
--- a/modules/local/metabinner_bins/main.nf
+++ b/modules/local/metabinner_bins/main.nf
@@ -2,6 +2,7 @@ process METABINNER_BINS {
     tag "$meta.id"
     label 'process_low'
 
+    // WARN: Version information not provided by tool on CLI. Please update version string below when bumping container versions.
     conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/metabinner:1.4.4--hdfd78af_0' :
diff --git a/modules/local/metabinner_kmer/main.nf b/modules/local/metabinner_kmer/main.nf
index 9c8eb308f..be58c0ca2 100644
--- a/modules/local/metabinner_kmer/main.nf
+++ b/modules/local/metabinner_kmer/main.nf
@@ -2,6 +2,7 @@ process METABINNER_KMER {
     tag "$meta.id"
     label 'process_low'
 
+    // WARN: Version information not provided by tool on CLI. Please update version string below when bumping container versions.
     conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/metabinner:1.4.4--hdfd78af_0' :
diff --git a/modules/local/metabinner_metabinner/main.nf b/modules/local/metabinner_metabinner/main.nf
index 3d7f23581..532547756 100644
--- a/modules/local/metabinner_metabinner/main.nf
+++ b/modules/local/metabinner_metabinner/main.nf
@@ -2,6 +2,7 @@ process METABINNER_METABINNER {
     tag "$meta.id"
     label 'process_medium'
 
+    // WARN: Version information not provided by tool on CLI. Please update version string below when bumping container versions.
     conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/metabinner:1.4.4--hdfd78af_0' :
diff --git a/modules/local/metabinner_tooshort/main.nf b/modules/local/metabinner_tooshort/main.nf
index 760309ffe..8e03770d7 100644
--- a/modules/local/metabinner_tooshort/main.nf
+++ b/modules/local/metabinner_tooshort/main.nf
@@ -2,6 +2,7 @@ process METABINNER_TOOSHORT {
     tag "$meta.id"
     label 'process_low'
 
+    // WARN: Version information not provided by tool on CLI. Please update version string below when bumping container versions.
     conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/metabinner:1.4.4--hdfd78af_0' :
diff --git a/subworkflows/local/utils_nfcore_mag_pipeline/main.nf b/subworkflows/local/utils_nfcore_mag_pipeline/main.nf
index 518001449..85bb90410 100644
--- a/subworkflows/local/utils_nfcore_mag_pipeline/main.nf
+++ b/subworkflows/local/utils_nfcore_mag_pipeline/main.nf
@@ -360,13 +360,6 @@ def validateInputParameters(hybrid) {
         error("[nf-core/mag] ERROR: Both --skip_binqc and --run_<bin_qc_tool_name> are specified! Invalid combination, please specify either --skip_binqc or --run_<bin_qc_tool_name>.")
     }
 
-    // Check if BUSCO parameters combinations are valid
-    if (params.skip_binqc) {
-        if (params.run_busco) {
-            error("[nf-core/mag] ERROR: Both --skip_binqc and --run_busco specified! Invalid combination, please specify either --skip_binqc or --run_busco with --busco_db.")
-        }
-    }
-
     if (!params.skip_binqc && params.run_busco) {
         if (params.busco_db && !params.busco_db_lineage) {
             log.warn('[nf-core/mag]: WARNING: You have supplied a database to --busco_db - BUSCO will run in offline mode. Please note that BUSCO may fail if you have an incomplete database and are running with --busco_db_lineage auto!')