diff --git a/.gitea/workflows/multi-platform.yml b/.gitea/workflows/multi-platform.yml
index 799dd8e..b50c63d 100644
--- a/.gitea/workflows/multi-platform.yml
+++ b/.gitea/workflows/multi-platform.yml
@@ -87,20 +87,23 @@ jobs:
         env:
           OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
         run: |
-          # Get git log since last release
+          # Get git log with actual changes since last release
           if [ -n "${{ steps.last_tag.outputs.last_tag }}" ]; then
-            GIT_LOG=$(git log --pretty=format:"- %s (%an)" ${{ steps.last_tag.outputs.last_tag }}..HEAD)
+            GIT_LOG=$(git log --pretty=format:"**%s** (%an)" --stat ${{ steps.last_tag.outputs.last_tag }}..HEAD)
           else
-            GIT_LOG=$(git log --pretty=format:"- %s (%an)" HEAD~10..HEAD)
+            GIT_LOG=$(git log --pretty=format:"**%s** (%an)" --stat HEAD~10..HEAD)
           fi
 
+          echo "Git changes for release notes:"
+          echo "$GIT_LOG"
+
           # Try to generate AI-powered release notes
           if [ -n "$OPENAI_API_KEY" ]; then
             echo "Generating AI release notes..."
 
-            PROMPT="Generate professional release notes for version ${{ steps.version.outputs.version }} based on these git commits. Focus on user-facing changes and improvements. Use markdown formatting with sections like ## What's New, ## Improvements, ## Bug Fixes. Keep it concise and under 500 words.
+            PROMPT="Generate professional release notes for version ${{ steps.version.outputs.version }} based on these git commits and file changes. Focus on user-facing changes and improvements. Use markdown formatting with sections like ## What's New, ## Improvements, ## Bug Fixes. Keep it concise and under 500 words.
 
-          Commits:
+          Commits and Changes:
           $GIT_LOG"
 
             RESPONSE=$(curl -s -X POST "https://api.openai.com/v1/responses" \