diff --git a/gamess/container.yaml b/gamess/container.yaml
index f0e825abb6614..b23ade358f802 100644
--- a/gamess/container.yaml
+++ b/gamess/container.yaml
@@ -1,19 +1,19 @@
 path: gamess.sif
 url: https://www.msg.chem.iastate.edu/
-maintainer: '@jterstriep'
+maintainer: "@jterstriep"
 
-description: 'GAMESS (General Atomic and Molecular Electronic Structure
+description: "GAMESS (General Atomic and Molecular Electronic Structure
 System) is a general ab initio quantum chemistry package that uses various
 models to compute the electronic structure of atoms, molecules, or 
-molecular fragments. "Ab initio" refers to calculations that are 
+molecular fragments. \"Ab initio\" refers to calculations that are 
 performed from first principles, meaning they do not rely on empirical or
-experimentally obtained data.'
+experimentally obtained data."
 
 
 latest:
-  2022.2: sha256:caae00cea035b1aba1a9a38e39cecf2ecc7f6ba443187204b405302645e7cac1
+  "2022.2": sha256:caae00cea035b1aba1a9a38e39cecf2ecc7f6ba443187204b405302645e7cac1
 tags:
-  2022.2: sha256:caae00cea035b1aba1a9a38e39cecf2ecc7f6ba443187204b405302645e7cac1
+  "2022.2": sha256:caae00cea035b1aba1a9a38e39cecf2ecc7f6ba443187204b405302645e7cac1
 
 aliases:
   ddikick.x: /opt/gamess/ddikick.x
diff --git a/nvcr.io/nvidia/pyg/container.yaml b/nvcr.io/nvidia/pyg/container.yaml
index ffc2c972203b8..9ea848562feb9 100644
--- a/nvcr.io/nvidia/pyg/container.yaml
+++ b/nvcr.io/nvidia/pyg/container.yaml
@@ -1,7 +1,7 @@
 docker: nvcr.io/nvidia/pyg
 url: https://github.com/pyg-team/pytorch_geometric
 
-maintainer: jterstriep
+maintainer: "jefft@illinois.edu"
 
 description: >
   PyG (PyTorch Geometric) is a library built upon PyTorch to easily write 
@@ -12,9 +12,10 @@ aliases:
   python3: /opt/relion/bin/relion
 
 latest:
-  2.4.0: sha256:e9951a5c9c1f80831c6f174e6f8ac76a73a36f8e45d6899268a5ad6049dc6280
+  "24.05": sha256:f504bb7055a13779872a99874a02b3f1200b66ed28f3ded53d0bb56fe17ff16b
 tags:
-  2.4.0: sha256:e9951a5c9c1f80831c6f174e6f8ac76a73a36f8e45d6899268a5ad6049dc6280
+  "24.05": sha256:f504bb7055a13779872a99874a02b3f1200b66ed28f3ded53d0bb56fe17ff16b
+  "24.01": sha256:e9951a5c9c1f80831c6f174e6f8ac76a73a36f8e45d6899268a5ad6049dc6280
 
 
 # Any custom features?
diff --git a/pathml/pathml/container.yaml b/pathml/pathml/container.yaml
index b1f0d1f589f67..eb5c8e3a0caab 100644
--- a/pathml/pathml/container.yaml
+++ b/pathml/pathml/container.yaml
@@ -1,8 +1,18 @@
 docker: pathml/pathml
 url: https://pathml.org/
 
-# change this to your GitHub alias (or another contact or name)
-maintainer: jterstriep
+maintainer: "jefft@illinois.edu"
+
+# A description to describe your container
+description: "PathML is a Python package designed for computational pathology. It 
+serves as a powerful toolbox for various tasks related to high-resolution 
+whole-slide pathology images."
+
+latest:
+  "2.1.0": sha256:8f32c66baa8daee2f941ba42c24d1218e954f2c189c9f0fa1307ece2e3a2d667
+tags:
+  "2.1.0": sha256:8f32c66baa8daee2f941ba42c24d1218e954f2c189c9f0fa1307ece2e3a2d667
+  "2.0.4": sha256:950c538949d8c012d51ce0bd1fed8691c029af8b4d9a23f82494ca3940b06943
 
 # Any custom features?
 # features:
@@ -12,18 +22,3 @@ maintainer: jterstriep
 aliases:
   python3: /root/miniconda3/bin/python3
 
-# custom environment variables
-# env:
-#  breakfast: pancakes
-
-# A description to describe your container
-description: >
-PathML is a Python package designed for computational pathology. It serves 
-as a powerful toolbox for various tasks related to high-resolution 
-whole-slide pathology images.
-
-latest:
-  2.1.0: sha256:8f32c66baa8daee2f941ba42c24d1218e954f2c189c9f0fa1307ece2e3a2d667
-tags:
-  2.1.0: sha256:8f32c66baa8daee2f941ba42c24d1218e954f2c189c9f0fa1307ece2e3a2d667
-  2.0.4: sha256:950c538949d8c012d51ce0bd1fed8691c029af8b4d9a23f82494ca3940b06943
diff --git a/unlhcc/bcl-convert/container.yaml b/unlhcc/bcl-convert/container.yaml
index 1db4f73b768e6..0e58f3c23b941 100644
--- a/unlhcc/bcl-convert/container.yaml
+++ b/unlhcc/bcl-convert/container.yaml
@@ -1,7 +1,8 @@
+docker: unlhcc/bcl-convert
 url: https://support-docs.illumina.com/SW/BCL_Convert_v4.0/Content/SW/BCLConvert/BCLConvert.htm
-maintainer: jterstriep
+maintainer: "jefft@illinois.edu"
 
-description: The Illumina BCL Convert v4.0 is a standalone local software app that converts the Binary Base Call (BCL) files produced by Illumina sequencing systems to FASTQ files.
+description: "The Illumina BCL Convert v4.0 is a standalone local software app that converts the Binary Base Call (BCL) files produced by Illumina sequencing systems to FASTQ files."
 
 # Any custom features?
 # features:
@@ -11,12 +12,7 @@ description: The Illumina BCL Convert v4.0 is a standalone local software app th
 aliases:
   bcl-convert: /usr/local/bin/bcl-convert
 
-# custom environment variables
-# env:
-#  breakfast: pancakes
-
 latest:
-  4.2.7: sha256:5d87ed2ae06bcf3756bf73174b3a4284b9e40cc9bd376a3363c110dacac746aa
+  "4.2.7": sha256:5d87ed2ae06bcf3756bf73174b3a4284b9e40cc9bd376a3363c110dacac746aa
 tags:
-  4.2.7: sha256:5d87ed2ae06bcf3756bf73174b3a4284b9e40cc9bd376a3363c110dacac746aa
-docker: unlhcc/bcl-convert
+  "4.2.7": sha256:5d87ed2ae06bcf3756bf73174b3a4284b9e40cc9bd376a3363c110dacac746aa