diff --git a/.github/Dockerfiles/AFNI.23.3.09-jammy.Dockerfile b/.github/Dockerfiles/AFNI.23.3.09-jammy.Dockerfile
index 654146ec7..86fa68315 100644
--- a/.github/Dockerfiles/AFNI.23.3.09-jammy.Dockerfile
+++ b/.github/Dockerfiles/AFNI.23.3.09-jammy.Dockerfile
@@ -155,9 +155,9 @@ RUN apt-get clean \
     && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/* /root/.cache/*
 
 FROM scratch
-LABEL org.opencontainers.image.description "NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
+LABEL org.opencontainers.image.description="NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
 AFNI ${AFNI_VERSION} (${VERSION_NAME}) stage"
-LABEL org.opencontainers.image.source https://github.com/FCP-INDI/C-PAC
+LABEL org.opencontainers.image.source=https://github.com/FCP-INDI/C-PAC
 COPY --from=AFNI /lib/x86_64-linux-gnu/ld* /lib/x86_64-linux-gnu/
 COPY --from=AFNI /lib/x86_64-linux-gnu/lib*so* /lib/x86_64-linux-gnu/
 COPY --from=AFNI /lib64/ld* /lib64/
diff --git a/.github/Dockerfiles/ANTs.2.4.3-jammy.Dockerfile b/.github/Dockerfiles/ANTs.2.4.3-jammy.Dockerfile
index 03dd017b8..67cb8fdfa 100644
--- a/.github/Dockerfiles/ANTs.2.4.3-jammy.Dockerfile
+++ b/.github/Dockerfiles/ANTs.2.4.3-jammy.Dockerfile
@@ -30,8 +30,8 @@ RUN curl -sL https://github.com/ANTsX/ANTs/releases/download/v2.4.3/ants-2.4.3-u
 
 # Only keep what we need
 FROM scratch
-LABEL org.opencontainers.image.description "NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
+LABEL org.opencontainers.image.description="NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
 ANTs 2.4.3 stage"
-LABEL org.opencontainers.image.source https://github.com/FCP-INDI/C-PAC
+LABEL org.opencontainers.image.source=https://github.com/FCP-INDI/C-PAC
 COPY --from=ANTs /usr/lib/ants/ /usr/lib/ants/
 COPY --from=ANTs /ants_template/ /ants_template/
diff --git a/.github/Dockerfiles/C-PAC.develop-jammy.Dockerfile b/.github/Dockerfiles/C-PAC.develop-jammy.Dockerfile
index 2fa4ae4a2..1debc54c4 100644
--- a/.github/Dockerfiles/C-PAC.develop-jammy.Dockerfile
+++ b/.github/Dockerfiles/C-PAC.develop-jammy.Dockerfile
@@ -15,8 +15,8 @@
 # You should have received a copy of the GNU Lesser General Public
 # License along with C-PAC. If not, see <https://www.gnu.org/licenses/>.
 FROM ghcr.io/fcp-indi/c-pac/stage-base:standard-v1.8.8.dev1
-LABEL org.opencontainers.image.description "Full C-PAC image"
-LABEL org.opencontainers.image.source https://github.com/FCP-INDI/C-PAC
+LABEL org.opencontainers.image.description="Full C-PAC image"
+LABEL org.opencontainers.image.source=https://github.com/FCP-INDI/C-PAC
 USER root
 
 # install C-PAC
diff --git a/.github/Dockerfiles/C-PAC.develop-lite-jammy.Dockerfile b/.github/Dockerfiles/C-PAC.develop-lite-jammy.Dockerfile
index 8e76675dc..20561f09a 100644
--- a/.github/Dockerfiles/C-PAC.develop-lite-jammy.Dockerfile
+++ b/.github/Dockerfiles/C-PAC.develop-lite-jammy.Dockerfile
@@ -15,8 +15,8 @@
 # You should have received a copy of the GNU Lesser General Public
 # License along with C-PAC. If not, see <https://www.gnu.org/licenses/>.
 FROM ghcr.io/fcp-indi/c-pac/stage-base:lite-v1.8.8.dev1
-LABEL org.opencontainers.image.description "Full C-PAC image without FreeSurfer"
-LABEL org.opencontainers.image.source https://github.com/FCP-INDI/C-PAC
+LABEL org.opencontainers.image.description="Full C-PAC image without FreeSurfer"
+LABEL org.opencontainers.image.source=https://github.com/FCP-INDI/C-PAC
 USER root
 
 # install C-PAC
diff --git a/.github/Dockerfiles/FSL.6.0.6.5-jammy.Dockerfile b/.github/Dockerfiles/FSL.6.0.6.5-jammy.Dockerfile
index e4ff0f9b2..112b0feda 100644
--- a/.github/Dockerfiles/FSL.6.0.6.5-jammy.Dockerfile
+++ b/.github/Dockerfiles/FSL.6.0.6.5-jammy.Dockerfile
@@ -101,9 +101,9 @@ ENTRYPOINT ["/bin/bash"]
 
 # # Only keep what we need
 FROM scratch
-LABEL org.opencontainers.image.description "NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
+LABEL org.opencontainers.image.description="NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
 FSL 6.0.6.5 stage"
-LABEL org.opencontainers.image.source https://github.com/FCP-INDI/C-PAC
+LABEL org.opencontainers.image.source=https://github.com/FCP-INDI/C-PAC
 COPY --from=FSL /lib/x86_64-linux-gnu /lib/x86_64-linux-gnu
 COPY --from=FSL /usr/lib/x86_64-linux-gnu /usr/lib/x86_64-linux-gnu
 COPY --from=FSL /usr/bin /usr/bin
diff --git a/.github/Dockerfiles/FSL.data.Dockerfile b/.github/Dockerfiles/FSL.data.Dockerfile
index c7e0b593e..816b5e154 100644
--- a/.github/Dockerfiles/FSL.data.Dockerfile
+++ b/.github/Dockerfiles/FSL.data.Dockerfile
@@ -18,9 +18,9 @@ RUN mkdir -p /fsl_data/atlases/HarvardOxford fsl_data/standard/tissuepriors \
     && chmod -R ugo+r /fsl_data/atlases
 
 FROM scratch
-LABEL org.opencontainers.image.description "NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
+LABEL org.opencontainers.image.description="NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
 FSL data"
-LABEL org.opencontainers.image.source https://github.com/FCP-INDI/C-PAC
+LABEL org.opencontainers.image.source=https://github.com/FCP-INDI/C-PAC
 
 COPY --from=FSL /fsl_data/standard fsl_data/standard
 COPY --from=FSL /fsl_data/atlases fsl_data/atlases
diff --git a/.github/Dockerfiles/FreeSurfer.6.0.0-min.neurodocker-jammy.Dockerfile b/.github/Dockerfiles/FreeSurfer.6.0.0-min.neurodocker-jammy.Dockerfile
index 811d20f61..ae6eac754 100644
--- a/.github/Dockerfiles/FreeSurfer.6.0.0-min.neurodocker-jammy.Dockerfile
+++ b/.github/Dockerfiles/FreeSurfer.6.0.0-min.neurodocker-jammy.Dockerfile
@@ -32,7 +32,7 @@ RUN apt-get clean && \
     rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
 
 FROM scratch
-LABEL org.opencontainers.image.description "NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
+LABEL org.opencontainers.image.description="NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
 FreeSurfer 6.0.0-min stage"
-LABEL org.opencontainers.image.source https://github.com/FCP-INDI/C-PAC
+LABEL org.opencontainers.image.source=https://github.com/FCP-INDI/C-PAC
 COPY --from=FreeSurfer6 /usr/lib/freesurfer/ /usr/lib/freesurfer/
diff --git a/.github/Dockerfiles/ICA-AROMA.0.4.4-beta-jammy.Dockerfile b/.github/Dockerfiles/ICA-AROMA.0.4.4-beta-jammy.Dockerfile
index 2759c529e..cc188c9aa 100644
--- a/.github/Dockerfiles/ICA-AROMA.0.4.4-beta-jammy.Dockerfile
+++ b/.github/Dockerfiles/ICA-AROMA.0.4.4-beta-jammy.Dockerfile
@@ -24,6 +24,6 @@ USER c-pac_user
 
 # Only keep what we need
 FROM scratch
-LABEL org.opencontainers.image.description "NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
+LABEL org.opencontainers.image.description="NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
 ICA-AROMA 0.4.4-beta stage"
 COPY --from=ICA-AROMA /opt/ICA-AROMA/ /opt/ICA-AROMA/
diff --git a/.github/Dockerfiles/Ubuntu.jammy-non-free.Dockerfile b/.github/Dockerfiles/Ubuntu.jammy-non-free.Dockerfile
index 301712677..5b8a65375 100644
--- a/.github/Dockerfiles/Ubuntu.jammy-non-free.Dockerfile
+++ b/.github/Dockerfiles/Ubuntu.jammy-non-free.Dockerfile
@@ -26,9 +26,9 @@ RUN apt-get update \
 
 # use neurodebian runtime as parent image
 FROM neurodebian:jammy-non-free
-LABEL org.opencontainers.image.description "NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
+LABEL org.opencontainers.image.description="NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
 Ubuntu Jammy base image"
-LABEL org.opencontainers.image.source https://github.com/FCP-INDI/C-PAC
+LABEL org.opencontainers.image.source=https://github.com/FCP-INDI/C-PAC
 ARG BIDS_VALIDATOR_VERSION=1.14.6 \
     DEBIAN_FRONTEND=noninteractive
 ENV TZ=America/New_York \
diff --git a/.github/Dockerfiles/base-lite.Dockerfile b/.github/Dockerfiles/base-lite.Dockerfile
index 25c494942..e5c85d258 100644
--- a/.github/Dockerfiles/base-lite.Dockerfile
+++ b/.github/Dockerfiles/base-lite.Dockerfile
@@ -22,9 +22,9 @@ FROM ghcr.io/fcp-indi/c-pac/fsl:6.0.6.5-jammy as FSL
 FROM ghcr.io/fcp-indi/c-pac/ica-aroma:0.4.4-beta-jammy as ICA-AROMA
 
 FROM ghcr.io/fcp-indi/c-pac/ubuntu:jammy-non-free
-LABEL org.opencontainers.image.description "NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
+LABEL org.opencontainers.image.description="NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
 Standard software dependencies for C-PAC standard and lite images"
-LABEL org.opencontainers.image.source https://github.com/FCP-INDI/C-PAC
+LABEL org.opencontainers.image.source=https://github.com/FCP-INDI/C-PAC
 USER root
 
 # Installing connectome-workbench
diff --git a/.github/Dockerfiles/base-standard.Dockerfile b/.github/Dockerfiles/base-standard.Dockerfile
index de7d3841e..0ba2cd515 100644
--- a/.github/Dockerfiles/base-standard.Dockerfile
+++ b/.github/Dockerfiles/base-standard.Dockerfile
@@ -17,9 +17,9 @@
 FROM ghcr.io/fcp-indi/c-pac/freesurfer:6.0.0-min.neurodocker-jammy as FreeSurfer
 
 FROM ghcr.io/fcp-indi/c-pac/stage-base:lite-v1.8.8.dev1
-LABEL org.opencontainers.image.description "NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
+LABEL org.opencontainers.image.description="NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
 Standard software dependencies for C-PAC standard images"
-LABEL org.opencontainers.image.source https://github.com/FCP-INDI/C-PAC
+LABEL org.opencontainers.image.source=https://github.com/FCP-INDI/C-PAC
 USER root
 
 # Installing FreeSurfer
diff --git a/.github/Dockerfiles/c3d.1.0.0-jammy.Dockerfile b/.github/Dockerfiles/c3d.1.0.0-jammy.Dockerfile
index 2c1a7f1d8..9fbcdd238 100644
--- a/.github/Dockerfiles/c3d.1.0.0-jammy.Dockerfile
+++ b/.github/Dockerfiles/c3d.1.0.0-jammy.Dockerfile
@@ -36,7 +36,7 @@ RUN apt-get clean && \
     rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
 
 FROM scratch
-LABEL org.opencontainers.image.description "NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
+LABEL org.opencontainers.image.description="NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
 c3d 1.0.0 (Jammy) stage"
-LABEL org.opencontainers.image.source https://github.com/FCP-INDI/C-PAC
+LABEL org.opencontainers.image.source=https://github.com/FCP-INDI/C-PAC
 COPY --from=c3d /opt/c3d/ /opt/c3d/
diff --git a/.github/Dockerfiles/connectome-workbench.1.5.0.neurodebian-jammy.Dockerfile b/.github/Dockerfiles/connectome-workbench.1.5.0.neurodebian-jammy.Dockerfile
index 2c958fd5d..1932efbc8 100644
--- a/.github/Dockerfiles/connectome-workbench.1.5.0.neurodebian-jammy.Dockerfile
+++ b/.github/Dockerfiles/connectome-workbench.1.5.0.neurodebian-jammy.Dockerfile
@@ -24,9 +24,9 @@ RUN apt-get update \
 USER c-pac_user
 
 # FROM scratch
-# LABEL org.opencontainers.image.description "NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
+# LABEL org.opencontainers.image.description="NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
 # connectome-workbench 1.5.0 stage"
-# LABEL org.opencontainers.image.source https://github.com/FCP-INDI/C-PAC
+# LABEL org.opencontainers.image.source=https://github.com/FCP-INDI/C-PAC
 # COPY --from=base /lib/x86_64-linux-gnu/ld-linux-x86-64.so.2 /lib/x86_64-linux-gnu/ld-linux-x86-64.so.2
 # COPY --from=base /lib/x86_64-linux-gnu/libGL.so.1 /lib/x86_64-linux-gnu/libGL.so.1
 # COPY --from=base /lib/x86_64-linux-gnu/libGLU.so.1 /lib/x86_64-linux-gnu/libGLU.so.1
diff --git a/.github/Dockerfiles/neuroparc.1.0-human-bionic.Dockerfile b/.github/Dockerfiles/neuroparc.1.0-human-bionic.Dockerfile
index 2f64e0ae6..519093d3b 100644
--- a/.github/Dockerfiles/neuroparc.1.0-human-bionic.Dockerfile
+++ b/.github/Dockerfiles/neuroparc.1.0-human-bionic.Dockerfile
@@ -1,8 +1,8 @@
 # using neurodebian runtime as parent image
 FROM neurodebian:bionic-non-free
-LABEL org.opencontainers.image.description "NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
+LABEL org.opencontainers.image.description="NOT INTENDED FOR USE OTHER THAN AS A STAGE IMAGE IN A MULTI-STAGE BUILD \
 neuroparc v1.0-human stage"
-LABEL org.opencontainers.image.source https://github.com/FCP-INDI/C-PAC
+LABEL org.opencontainers.image.source=https://github.com/FCP-INDI/C-PAC
 
 ARG DEBIAN_FRONTEND=noninteractive
 
diff --git a/Dockerfile b/Dockerfile
index 2fa4ae4a2..1debc54c4 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -15,8 +15,8 @@
 # You should have received a copy of the GNU Lesser General Public
 # License along with C-PAC. If not, see <https://www.gnu.org/licenses/>.
 FROM ghcr.io/fcp-indi/c-pac/stage-base:standard-v1.8.8.dev1
-LABEL org.opencontainers.image.description "Full C-PAC image"
-LABEL org.opencontainers.image.source https://github.com/FCP-INDI/C-PAC
+LABEL org.opencontainers.image.description="Full C-PAC image"
+LABEL org.opencontainers.image.source=https://github.com/FCP-INDI/C-PAC
 USER root
 
 # install C-PAC
diff --git a/variant-lite.Dockerfile b/variant-lite.Dockerfile
index 8e76675dc..20561f09a 100644
--- a/variant-lite.Dockerfile
+++ b/variant-lite.Dockerfile
@@ -15,8 +15,8 @@
 # You should have received a copy of the GNU Lesser General Public
 # License along with C-PAC. If not, see <https://www.gnu.org/licenses/>.
 FROM ghcr.io/fcp-indi/c-pac/stage-base:lite-v1.8.8.dev1
-LABEL org.opencontainers.image.description "Full C-PAC image without FreeSurfer"
-LABEL org.opencontainers.image.source https://github.com/FCP-INDI/C-PAC
+LABEL org.opencontainers.image.description="Full C-PAC image without FreeSurfer"
+LABEL org.opencontainers.image.source=https://github.com/FCP-INDI/C-PAC
 USER root
 
 # install C-PAC