diff --git a/.gitea/workflows/Create Release.yml b/.gitea/workflows/Create Release.yml
index 246dc56..d636b46 100644
--- a/.gitea/workflows/Create Release.yml	
+++ b/.gitea/workflows/Create Release.yml	
@@ -163,13 +163,21 @@ jobs:
         id: release_notes
         run: |
           if [ -n "${{ inputs.release_notes }}" ]; then
+            # 使用用户输入的 release notes
             echo "${{ inputs.release_notes }}" > release_notes.md
           else
-            echo "Release ${{ inputs.version }}" > release_notes.md
+            # 使用最近一次 commit message 作为 release notes
+            echo "## Release ${{ inputs.version }}" > release_notes.md
             echo "" >> release_notes.md
-            echo "## Assets" >> release_notes.md
+            echo "### Changes" >> release_notes.md
             echo "" >> release_notes.md
-            echo "Download the appropriate binary for your platform:" >> release_notes.md
+            # 获取最近一次 commit 的完整 message
+            git log -1 --pretty=format:"%B" >> release_notes.md
+            echo "" >> release_notes.md
+            echo "" >> release_notes.md
+            echo "---" >> release_notes.md
+            echo "" >> release_notes.md
+            echo "### Assets" >> release_notes.md
             echo "" >> release_notes.md
             echo "- **Linux (amd64/arm64)**: \`.tar.gz\` files" >> release_notes.md
             echo "- **macOS (amd64/arm64)**: \`.tar.gz\` files" >> release_notes.md
@@ -177,6 +185,7 @@ jobs:
             echo "" >> release_notes.md
             echo "Verify downloads with \`SHA256SUMS\`" >> release_notes.md
           fi
+          echo "=== Release Notes ==="
           cat release_notes.md
       
       - name: Create Release