diff --git a/.github/workflows/link_checker_workflow.yaml b/.github/workflows/link_checker_workflow.yaml
index fcdac67e67f..8969a255245 100644
--- a/.github/workflows/link_checker_workflow.yaml
+++ b/.github/workflows/link_checker_workflow.yaml
@@ -103,12 +103,19 @@ jobs:
run: |
# Create a new file 'full-report.md'
echo "## Link Resolution Note" > full-report.md
+
+ echo "" >> full-report.md
echo "Local links and directory changes work differently on GitHub than on the docsite." >> full-report.md
echo "You must ensure fixes pass the **GitHub check** and also work with **\`hugo server\`**." >> full-report.md
echo "See [Link Checking and Fixing with Lychee](https://github.com/googleapis/genai-toolbox/blob/main/DEVELOPER.md#link-checking-and-fixing-with-lychee) for more details." >> full-report.md
+ echo "" >> full-report.md
+
echo "---" >> full-report.md
echo "### Broken Links Found" >> full-report.md
+
+ echo "" >> full-report.md
sed -E '/(Redirect|Redirects per input)/d' lychee-report.md >> full-report.md
+ echo "" >> full-report.md
- name: Create PR Comment