2026-04-24 17:21:01,290 [INFO] Removed duplicate file 'form_urlencoded/src/lib.rs' from phase 2 module 'form_urlencoded'
2026-04-24 17:21:01,290 [INFO] Removing phase 2: no source files remain after deduplication
2026-04-24 17:21:01,291 [WARNING] Source file not found: /workspaces/rust-url/form_urlencoded/form_urlencoded/src/lib.rs
2026-04-24 17:21:01,291 [ERROR] Nothing was extracted — check phases.json source_files paths.
2026-04-24 17:21:01,292 [INFO] Total time: 176.28 seconds
Main issue:
2026-04-24 17:21:01,291 [WARNING] Source file not found: /workspaces/rust-url/form_urlencoded/form_urlencoded/src/lib.rs
fm-agent generates a wrong path, it contains form_urlencoded twice. It looks like the markdown instruction in workflow_setup_extract.md should tell the agent to generate the path relative to proj_dir (the path passed to main.py)
Full log
�[0m
> Sisyphus - Ultraworker · google/gemini-3-pro-preview
�[0m
�[91m�[1mError: �[0mNo endpoints found for google/gemini-3-pro-preview.
�[0m
> Sisyphus - Ultraworker · anthropic/claude-sonnet-4.6
�[0m
�[0m# �[0mTodos
[ ] Scan codebase structure and source files
[ ] Write fm_agent/phases.json
[ ] Write fm_agent/spec_prompts/domain_context/engine_overview.txt
[ ] Write fm_agent/spec_prompts/domain_context/phase_NN_types.txt for each phase
[ ] Verify all files exist
�[0m
I detect **implementation** intent - create structured output files describing the codebase. My approach: scan codebase structure → write phases.json → write domain context files.
�[0m→ �[0mRead ..
�[0m→ �[0mRead .
�[0m→ �[0mRead src
�[0m→ �[0mRead Cargo.toml
�[0m→ �[0mRead fm_agent
�[0m→ �[0mRead src/lib.rs
�[0m→ �[0mRead ../percent_encoding
�[0m→ �[0mRead ../percent_encoding/src
�[0m→ �[0mRead SPEC.md
�[0m
�[0m# �[0mTodos
[x] Scan codebase structure and source files
[ ] Write fm_agent/phases.json
[ ] Write fm_agent/spec_prompts/domain_context/engine_overview.txt
[ ] Write fm_agent/spec_prompts/domain_context/phase_NN_types.txt for each phase
[ ] Verify all files exist
�[0m
Now I have sufficient context. The `form_urlencoded` crate is a single-module library with one source file. It has two main functional phases: **parsing** and **serializing**. Let me now write the output files.
�[0m$ �[0mmkdir -p /workspaces/rust-url/form_urlencoded/fm_agent/spec_prompts/domain_context
(no output)
�[0m
�[0m← �[0mWrite fm_agent/phases.json
Wrote file successfully.
�[0m
�[0m# �[0mTodos
[x] Scan codebase structure and source files
[x] Write fm_agent/phases.json
[ ] Write fm_agent/spec_prompts/domain_context/engine_overview.txt
[ ] Write fm_agent/spec_prompts/domain_context/phase_NN_types.txt for each phase
[ ] Verify all files exist
�[0m
�[0m← �[0mWrite fm_agent/spec_prompts/domain_context/engine_overview.txt
Wrote file successfully.
�[0m
�[0m# �[0mTodos
[x] Scan codebase structure and source files
[x] Write fm_agent/phases.json
[x] Write fm_agent/spec_prompts/domain_context/engine_overview.txt
[ ] Write fm_agent/spec_prompts/domain_context/phase_NN_types.txt for each phase
[ ] Verify all files exist
�[0m
�[0m← �[0mWrite fm_agent/spec_prompts/domain_context/phase_01_types.txt
Wrote file successfully.
�[0m
�[0m← �[0mWrite fm_agent/spec_prompts/domain_context/phase_02_types.txt
Wrote file successfully.
�[0m
�[0m# �[0mTodos
[x] Scan codebase structure and source files
[x] Write fm_agent/phases.json
[x] Write fm_agent/spec_prompts/domain_context/engine_overview.txt
[x] Write fm_agent/spec_prompts/domain_context/phase_NN_types.txt for each phase
[ ] Verify all files exist
�[0m
�[0m$ �[0mls /workspaces/rust-url/form_urlencoded/fm_agent/ && echo "---" && ls /workspaces/rust-url/form_urlencoded/fm_agent/spec_prompts/domain_context/
fm_agent.log
phases.json
spec_prompts
workflow_setup_extract.md
---
engine_overview.txt
phase_01_types.txt
phase_02_types.txt
�[0m
�[0m# �[0mTodos
[x] Scan codebase structure and source files
[x] Write fm_agent/phases.json
[x] Write fm_agent/spec_prompts/domain_context/engine_overview.txt
[x] Write fm_agent/spec_prompts/domain_context/phase_NN_types.txt for each phase
[x] Verify all files exist
�[0m
All files verified. ✓
All 4 required files created:
-
fm_agent/phases.json — 2 phases: Parsing (phase 1) and Serialization (phase 2), both mapping to form_urlencoded/src/lib.rs. They have no dependency on each other.
-
fm_agent/spec_prompts/domain_context/engine_overview.txt — Describes the overall architecture: two independent pipelines (parse/serialize), encoding conventions (+↔space, %XX percent-encoding, unchanged byte set), invariants, and the percent_encoding dependency.
-
fm_agent/spec_prompts/domain_context/phase_01_types.txt — Covers the parsing pipeline: Parse<'a>, ParseIntoOwned<'a>, Cow<str> item types, replace_plus, decode_utf8_lossy, all lazy-decoding invariants, and the exact 6-step decode algorithm.
-
fm_agent/spec_prompts/domain_context/phase_02_types.txt — Covers the serialization pipeline: ByteSerialize<'a>, Target trait, Serializer<'a, T>, EncodingOverride, all internal helpers, the unchanged-byte set, and all 10 serialization invariants including the unsafe justification.
2026-04-24 17:21:01,290 [INFO] Removed duplicate file 'form_urlencoded/src/lib.rs' from phase 2 module 'form_urlencoded'
2026-04-24 17:21:01,290 [INFO] Removing phase 2: no source files remain after deduplication
2026-04-24 17:21:01,291 [WARNING] Source file not found: /workspaces/rust-url/form_urlencoded/form_urlencoded/src/lib.rs
2026-04-24 17:21:01,291 [ERROR] Nothing was extracted — check phases.json source_files paths.
2026-04-24 17:21:01,292 [INFO] Total time: 176.28 seconds
Background:
I tried out fm-agent on a small Rust crate, with a single lib.rs file, specfically the form_urlencoded crate from https://github.com/servo/rust-url.
Invocation: python main.py /workspaces/rust-url/form_urlencoded
Changes to fm-agent:
- Edited
FM-Agent/md/workflow_spec_step4_batch.md to append a project-specific directive:
Project-specific ground truth
Before generating specs for any function in this project:
- If a
SPEC.md (or any *.spec.md) file exists at the repository root or alongside the source file being spec'd, read it first and treat its normative text as ground truth for [SPEC] generation.
- For the
percent_encoding crate specifically, the authoritative specification is the WHATWG URL Standard, section Percent-encoded bytes. Prefer the anchors #percent-encode, #percent-decode, #string-percent-decode, #string-percent-encode-after-encoding, #utf-8-percent-encode, and the named percent-encode sets (#c0-control-percent-encode-set, #fragment-percent-encode-set, #query-percent-encode-set, #special-query-percent-encode-set, #path-percent-encode-set, #userinfo-percent-encode-set, #component-percent-encode-set, #application-x-www-form-urlencoded-percent-encode-set).
- In every
[SPEC] block you emit for this project, cite the spec anchor that governs the function's post-condition (e.g. // Per https://url.spec.whatwg.org/#percent-decode step 2.2: %-byte with non-hex-digit follower is passed through unchanged).
- When the implementation's behavior cannot be reconciled with the cited spec clause, record the discrepancy as a bug candidate in the
[SPEC] pre/post-conditions — do not paper over it by matching the spec to the code. The bug-validator downstream will confirm.
- RFC 3986 is not the governing spec for this crate. Do not cite it as ground truth unless the code under inspection explicitly references it.
Before invoking fm-agent, I had Claude code generate a markdown version from the verbatim text of the relevant spec (in html form).
Main issue:
fm-agent generates a wrong path, it contains
form_urlencodedtwice. It looks like the markdown instruction inworkflow_setup_extract.mdshould tell the agent to generate the path relative toproj_dir(the path passed to main.py)Full log
�[0m > Sisyphus - Ultraworker · google/gemini-3-pro-preview �[0m �[91m�[1mError: �[0mNo endpoints found for google/gemini-3-pro-preview. �[0m > Sisyphus - Ultraworker · anthropic/claude-sonnet-4.6 �[0m �[0m# �[0mTodos [ ] Scan codebase structure and source files [ ] Write fm_agent/phases.json [ ] Write fm_agent/spec_prompts/domain_context/engine_overview.txt [ ] Write fm_agent/spec_prompts/domain_context/phase_NN_types.txt for each phase [ ] Verify all files exist �[0m I detect **implementation** intent - create structured output files describing the codebase. My approach: scan codebase structure → write phases.json → write domain context files. �[0m→ �[0mRead .. �[0m→ �[0mRead . �[0m→ �[0mRead src �[0m→ �[0mRead Cargo.toml �[0m→ �[0mRead fm_agent �[0m→ �[0mRead src/lib.rs �[0m→ �[0mRead ../percent_encoding �[0m→ �[0mRead ../percent_encoding/src �[0m→ �[0mRead SPEC.md �[0m �[0m# �[0mTodos [x] Scan codebase structure and source files [ ] Write fm_agent/phases.json [ ] Write fm_agent/spec_prompts/domain_context/engine_overview.txt [ ] Write fm_agent/spec_prompts/domain_context/phase_NN_types.txt for each phase [ ] Verify all files exist �[0m Now I have sufficient context. The `form_urlencoded` crate is a single-module library with one source file. It has two main functional phases: **parsing** and **serializing**. Let me now write the output files. �[0m$ �[0mmkdir -p /workspaces/rust-url/form_urlencoded/fm_agent/spec_prompts/domain_context (no output) �[0m �[0m← �[0mWrite fm_agent/phases.json Wrote file successfully. �[0m �[0m# �[0mTodos [x] Scan codebase structure and source files [x] Write fm_agent/phases.json [ ] Write fm_agent/spec_prompts/domain_context/engine_overview.txt [ ] Write fm_agent/spec_prompts/domain_context/phase_NN_types.txt for each phase [ ] Verify all files exist �[0m �[0m← �[0mWrite fm_agent/spec_prompts/domain_context/engine_overview.txt Wrote file successfully. �[0m �[0m# �[0mTodos [x] Scan codebase structure and source files [x] Write fm_agent/phases.json [x] Write fm_agent/spec_prompts/domain_context/engine_overview.txt [ ] Write fm_agent/spec_prompts/domain_context/phase_NN_types.txt for each phase [ ] Verify all files exist �[0m �[0m← �[0mWrite fm_agent/spec_prompts/domain_context/phase_01_types.txt Wrote file successfully. �[0m �[0m← �[0mWrite fm_agent/spec_prompts/domain_context/phase_02_types.txt Wrote file successfully. �[0m �[0m# �[0mTodos [x] Scan codebase structure and source files [x] Write fm_agent/phases.json [x] Write fm_agent/spec_prompts/domain_context/engine_overview.txt [x] Write fm_agent/spec_prompts/domain_context/phase_NN_types.txt for each phase [ ] Verify all files exist �[0m �[0m$ �[0mls /workspaces/rust-url/form_urlencoded/fm_agent/ && echo "---" && ls /workspaces/rust-url/form_urlencoded/fm_agent/spec_prompts/domain_context/ fm_agent.log phases.json spec_prompts workflow_setup_extract.md --- engine_overview.txt phase_01_types.txt phase_02_types.txt �[0m �[0m# �[0mTodos [x] Scan codebase structure and source files [x] Write fm_agent/phases.json [x] Write fm_agent/spec_prompts/domain_context/engine_overview.txt [x] Write fm_agent/spec_prompts/domain_context/phase_NN_types.txt for each phase [x] Verify all files exist �[0m All files verified. ✓ All 4 required files created:fm_agent/phases.json— 2 phases: Parsing (phase 1) and Serialization (phase 2), both mapping toform_urlencoded/src/lib.rs. They have no dependency on each other.fm_agent/spec_prompts/domain_context/engine_overview.txt— Describes the overall architecture: two independent pipelines (parse/serialize), encoding conventions (+↔space,%XXpercent-encoding, unchanged byte set), invariants, and thepercent_encodingdependency.fm_agent/spec_prompts/domain_context/phase_01_types.txt— Covers the parsing pipeline:Parse<'a>,ParseIntoOwned<'a>,Cow<str>item types,replace_plus,decode_utf8_lossy, all lazy-decoding invariants, and the exact 6-step decode algorithm.fm_agent/spec_prompts/domain_context/phase_02_types.txt— Covers the serialization pipeline:ByteSerialize<'a>,Targettrait,Serializer<'a, T>,EncodingOverride, all internal helpers, the unchanged-byte set, and all 10 serialization invariants including theunsafejustification.2026-04-24 17:21:01,290 [INFO] Removed duplicate file 'form_urlencoded/src/lib.rs' from phase 2 module 'form_urlencoded'
2026-04-24 17:21:01,290 [INFO] Removing phase 2: no source files remain after deduplication
2026-04-24 17:21:01,291 [WARNING] Source file not found: /workspaces/rust-url/form_urlencoded/form_urlencoded/src/lib.rs
2026-04-24 17:21:01,291 [ERROR] Nothing was extracted — check phases.json source_files paths.
2026-04-24 17:21:01,292 [INFO] Total time: 176.28 seconds
Background:
I tried out fm-agent on a small Rust crate, with a single lib.rs file, specfically the
form_urlencodedcrate from https://github.com/servo/rust-url.Invocation: python main.py /workspaces/rust-url/form_urlencoded
Changes to fm-agent:
FM-Agent/md/workflow_spec_step4_batch.mdto append a project-specific directive:Before invoking fm-agent, I had Claude code generate a markdown version from the verbatim text of the relevant spec (in html form).