diff --git a/.github/actions/handle-fix-commit/action.yaml b/.github/actions/handle-fix-commit/action.yaml
index 8068d820..06c23a8d 100644
--- a/.github/actions/handle-fix-commit/action.yaml
+++ b/.github/actions/handle-fix-commit/action.yaml
@@ -2,8 +2,8 @@ name: 'Handle Fix Commit'
 description: 'Commits changes if possible, otherwise creates a patch and comments on the PR.'
 
 inputs:
-  commit-message:
-    description: 'The commit message to use.'
+  tool:
+    description: 'The tool name reported in commit messages and PR comments.'
     required: true
   working-directory:
     description: 'The working directory for git operations.'
@@ -37,7 +37,7 @@ runs:
       if: steps.check_changes.outputs.changes == 'false'
       uses: thollander/actions-comment-pull-request@24bffb9b452ba05a4f3f77933840a6a841d1b32b # v3.0.1
       with:
-        message: 'No automatic fixes were necessary.'
+        message: 'No automatic ${{ inputs.tool }} fixes were necessary.'
 
     - name: Get PR maintainer_can_modify property
       id: pr-properties
@@ -60,14 +60,14 @@ runs:
         cwd: ${{ inputs.working-directory }}
         author_name: "github-actions[bot]"
         author_email: "41898282+github-actions[bot]@users.noreply.github.com"
-        message: ${{ inputs.commit-message }}
+        message: "Apply ${{ inputs.tool }} fixes"
 
     - name: Notify of commit
       if: steps.add_and_commit.conclusion == 'success' && steps.add_and_commit.outputs.committed == 'true' && steps.add_and_commit.outputs.pushed == 'true'
       uses: thollander/actions-comment-pull-request@24bffb9b452ba05a4f3f77933840a6a841d1b32b # v3.0.1
       with:
         message: |
-          Automatic fixes pushed (commit ${{ steps.add_and_commit.outputs.commit_sha }}).
+          Automatic ${{ inputs.tool }} fixes pushed (commit ${{ steps.add_and_commit.outputs.commit_sha }}).
           ⚠️ **Note:** Some issues may require manual review and fixing.
 
     - name: Create patch
@@ -100,5 +100,5 @@ runs:
              ```
           3. **Commit the changes:**
              ```bash
-             git commit -am "${{ inputs.commit-message }}"
+             git commit -am "Apply ${{ inputs.tool }} fixes"
              ```
diff --git a/.github/workflows/clang-format-fix.yaml b/.github/workflows/clang-format-fix.yaml
index 7a7cfc35..5c9e14d3 100644
--- a/.github/workflows/clang-format-fix.yaml
+++ b/.github/workflows/clang-format-fix.yaml
@@ -50,7 +50,7 @@ jobs:
       - name: Handle fix commit
         uses: ./phlex-src/.github/actions/handle-fix-commit
         with:
-          commit-message: 'Apply clang-format fixes'
+          tool: clang-format
           working-directory: phlex-src
           token: ${{ secrets.WORKFLOW_PAT }}
           pr-info-ref: ${{ needs.parse-command.outputs.ref }}
diff --git a/.github/workflows/clang-tidy-fix.yaml b/.github/workflows/clang-tidy-fix.yaml
index 94945293..45ea08cd 100644
--- a/.github/workflows/clang-tidy-fix.yaml
+++ b/.github/workflows/clang-tidy-fix.yaml
@@ -86,7 +86,7 @@ jobs:
       - name: Handle fix commit
         uses: ./phlex-src/.github/actions/handle-fix-commit
         with:
-          commit-message: 'Apply clang-tidy fixes'
+          tool: clang-tidy
           working-directory: phlex-src
           token: ${{ secrets.WORKFLOW_PAT }}
           pr-info-ref: ${{ needs.parse-command.outputs.ref }}
diff --git a/.github/workflows/cmake-format-fix.yaml b/.github/workflows/cmake-format-fix.yaml
index 7c7ca69f..0eeaba3b 100644
--- a/.github/workflows/cmake-format-fix.yaml
+++ b/.github/workflows/cmake-format-fix.yaml
@@ -53,15 +53,15 @@ jobs:
         run: |
           cd phlex-src
           echo "Applying CMake formatting..."
-          
+
           # Find all CMake files
           cmake_files=$(find . -type f \( -name "CMakeLists.txt" -o -name "CMakeLists.txt.in" -o -name "*.cmake" -o -name "*.cmake.in" \) ! -path "*/build/*" ! -path "*/_deps/*")
-          
+
           if [ -z "$cmake_files" ]; then
             echo "No CMake files found to format"
             exit 0
           fi
-          
+
           # Format each file
           for file in $cmake_files; do
             echo "Formatting $file..."
@@ -71,7 +71,7 @@ jobs:
       - name: Handle fix commit
         uses: ./phlex-src/.github/actions/handle-fix-commit
         with:
-          commit-message: 'Apply cmake-format fixes'
+          tool: cmake-format
           working-directory: phlex-src
           token: ${{ secrets.WORKFLOW_PAT }}
           pr-info-ref: ${{ needs.parse-command.outputs.ref }}
diff --git a/.github/workflows/python-fix.yaml b/.github/workflows/python-fix.yaml
index 939e9e38..a02b3c06 100644
--- a/.github/workflows/python-fix.yaml
+++ b/.github/workflows/python-fix.yaml
@@ -61,7 +61,7 @@ jobs:
       - name: Handle fix commit
         uses: ./phlex-src/.github/actions/handle-fix-commit
         with:
-          commit-message: 'Apply Python linting fixes'
+          tool: 'Python linting'
           working-directory: phlex-src
           token: ${{ secrets.WORKFLOW_PAT }}
           pr-info-ref: ${{ needs.parse-command.outputs.ref }}