diff --git a/.github/workflows/auto-release.yml b/.github/workflows/auto-release.yml
index 2ee8b086..2a1b3ef0 100644
--- a/.github/workflows/auto-release.yml
+++ b/.github/workflows/auto-release.yml
@@ -56,12 +56,20 @@ jobs:
         echo "new_version=$NEW_VERSION" >> $GITHUB_OUTPUT
         echo "new_tag=$NEW_TAG" >> $GITHUB_OUTPUT
 
+    - name: Install git-cliff
+      run: |
+        wget -q https://github.com/orhun/git-cliff/releases/download/v1.4.0/git-cliff-1.4.0-x86_64-unknown-linux-gnu.tar.gz
+        tar -xzf git-cliff-1.4.0-x86_64-unknown-linux-gnu.tar.gz
+        chmod +x git-cliff
+        sudo mv git-cliff /usr/local/bin/
+
     - name: Generate changelog
       id: changelog
-      uses: orhun/git-cliff-action@v3
-      with:
-        config: .github/cliff.toml
-        args: --unreleased --strip header
+      run: |
+        CHANGELOG=$(git-cliff --config .github/cliff.toml --unreleased --strip header || echo "- 代码优化和改进")
+        echo "content<<EOF" >> $GITHUB_OUTPUT
+        echo "$CHANGELOG" >> $GITHUB_OUTPUT
+        echo "EOF" >> $GITHUB_OUTPUT
 
     - name: Check if there are changes to release
       id: check_changes
diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
index dc391f7a..b7d12fd6 100644
--- a/.github/workflows/docker-publish.yml
+++ b/.github/workflows/docker-publish.yml
@@ -49,7 +49,7 @@ jobs:
           type=semver,pattern={{version}}
           type=semver,pattern={{major}}.{{minor}}
           type=semver,pattern={{major}}
-          type=sha,prefix={{branch}}-
+          type=sha
           type=raw,value=latest,enable={{is_default_branch}}
 
     - name: Build and push Docker image
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 4756bf6a..03db4cde 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -17,12 +17,20 @@ jobs:
       with:
         fetch-depth: 0
 
+    - name: Install git-cliff
+      run: |
+        wget -q https://github.com/orhun/git-cliff/releases/download/v1.4.0/git-cliff-1.4.0-x86_64-unknown-linux-gnu.tar.gz
+        tar -xzf git-cliff-1.4.0-x86_64-unknown-linux-gnu.tar.gz
+        chmod +x git-cliff
+        sudo mv git-cliff /usr/local/bin/
+
     - name: Generate changelog
       id: changelog
-      uses: orhun/git-cliff-action@v3
-      with:
-        config: .github/cliff.toml
-        args: --latest --strip header
+      run: |
+        CHANGELOG=$(git-cliff --config .github/cliff.toml --latest --strip header)
+        echo "content<<EOF" >> $GITHUB_OUTPUT
+        echo "$CHANGELOG" >> $GITHUB_OUTPUT
+        echo "EOF" >> $GITHUB_OUTPUT
 
     - name: Create Release
       uses: softprops/action-gh-release@v1