diff --git a/.github/workflows/pr-description.yml b/.github/workflows/pr-description.yml
index 024bc168..0a0113dd 100644
--- a/.github/workflows/pr-description.yml
+++ b/.github/workflows/pr-description.yml
@@ -36,48 +36,49 @@ jobs:
 
             USE THIS EXACT TEMPLATE FORMAT (fill in the placeholders and check appropriate boxes):
 
-            ## Description
-
-            [2-4 sentence summary of what this PR does and why]
-
-            ## Related Issue
-
-            [Link any related issues, e.g., "Fixes #123" or "Closes #456", or "None" if not applicable]
-
-            ## Type of Change
-
-            - [ ] Bug fix (non-breaking change which fixes an issue)
-            - [ ] New feature (non-breaking change which adds functionality)
-            - [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
-            - [ ] Documentation update
-            - [ ] Refactoring (no functional changes)
-            - [ ] Other (please describe):
-
-            ## Changes Made
-
-            [List the main changes as bullet points]
-
-            ## Testing
-
-            - [ ] I have tested these changes locally
-            - [ ] I have added/updated tests as needed
-            - [ ] All tests pass (`npm test`)
-
-            ## Checklist
-
-            - [ ] My code follows the project's style guidelines
-            - [ ] I have performed a self-review of my own code
-            - [ ] I have commented my code, particularly in hard-to-understand areas
-            - [ ] I have made corresponding changes to the documentation (if applicable)
-            - [ ] My changes generate no new warnings
-            - [ ] I have updated AGENTS.md if I made architectural changes
-
-            ## Additional Notes
-
-            [Any additional context, or "None"]
-
-            ---
-            <sub>🤖 Generated by Claude | [current UTC timestamp in format: YYYY-MM-DD HH:MM UTC]</sub>
+            > [!NOTE]
+            > ## Description
+            >
+            > [2-4 sentence summary of what this PR does and why]
+            >
+            > ## Related Issue
+            >
+            > [Link any related issues, e.g., "Fixes #123" or "Closes #456", or "None" if not applicable]
+            >
+            > ## Type of Change
+            >
+            > - [ ] Bug fix (non-breaking change which fixes an issue)
+            > - [ ] New feature (non-breaking change which adds functionality)
+            > - [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
+            > - [ ] Documentation update
+            > - [ ] Refactoring (no functional changes)
+            > - [ ] Other (please describe):
+            >
+            > ## Changes Made
+            >
+            > [List the main changes as bullet points]
+            >
+            > ## Testing
+            >
+            > - [ ] I have tested these changes locally
+            > - [ ] I have added/updated tests as needed
+            > - [ ] All tests pass (`npm test`)
+            >
+            > ## Checklist
+            >
+            > - [ ] My code follows the project's style guidelines
+            > - [ ] I have performed a self-review of my own code
+            > - [ ] I have commented my code, particularly in hard-to-understand areas
+            > - [ ] I have made corresponding changes to the documentation (if applicable)
+            > - [ ] My changes generate no new warnings
+            > - [ ] I have updated AGENTS.md if I made architectural changes
+            >
+            > ## Additional Notes
+            >
+            > [Any additional context, or "None"]
+            >
+            > ---
+            > <sub>🤖 Generated by Claude | [current UTC timestamp in format: YYYY-MM-DD HH:MM UTC]</sub>
 
             GUIDELINES FOR FILLING THE TEMPLATE:
             - Check [x] the appropriate "Type of Change" based on what the code does