diff --git a/.github/release-drafter.yml b/.github/release-drafter.yml
new file mode 100644
index 0000000..f82e788
--- /dev/null
+++ b/.github/release-drafter.yml
@@ -0,0 +1,54 @@
+name-template: 'v$RESOLVED_VERSION'
+tag-template: 'v$RESOLVED_VERSION'
+categories:
+  - title: '新增功能'
+    labels:
+      - 'feature'
+      - 'enhancement'
+      - 'feat'
+  - title: '改进'
+    labels:
+      - 'improvement'
+      - 'optimization'
+      - 'refactor'
+  - title: '修复的Bug'
+    labels:
+      - 'fix'
+      - 'bugfix'
+      - 'bug'
+  - title: '已知问题'
+    labels:
+      - 'known issue'
+      - 'known-issue'
+  - title: '升级指南'
+    labels:
+      - 'breaking'
+      - 'breaking-change'
+
+change-template: '- $TITLE (#$NUMBER)'
+version-resolver:
+  major:
+    labels:
+      - 'breaking'
+      - 'breaking-change'
+  minor:
+    labels:
+      - 'feat'
+      - 'feature'
+      - 'enhancement'
+  patch:
+    labels:
+      - 'fix'
+      - 'bugfix'
+      - 'bug'
+  default: patch
+
+template: |
+  ## $RESOLVED_VERSION
+  **发布日期:** $RELEASE_DATE
+
+  $CHANGES
+
+  ### 升级指南
+  - 请在升级前查看上述变更内容，确保您的应用程序兼容这些更改
+  - 如果存在数据库结构变更，请务必先备份数据再进行升级
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index ead02f1..9e38a2c 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -6,16 +6,28 @@ on:
       - 'v*' # 当推送以 "v" 开头的标签时触发（如 v1.0.0, v2.1.0）
 
 jobs:
-  release:
+  update-release-draft:
     permissions:
-      contents: write    # 添加写入权限
+      contents: write
+      pull-requests: write
     runs-on: ubuntu-latest
     steps:
       # Step 1: 检出代码库
       - name: Checkout code
         uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+
+      # Step 2: 使用 release-drafter 生成发布说明
+      - name: Generate Release Notes
+        uses: release-drafter/release-drafter@v5
+        with:
+          config-name: release-drafter.yml
+          disable-autolabeler: true
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
 
-      # Step 2: 自动生成 Release
+      # Step 3: 创建 Release
       - name: Create Release
         id: create_release
         uses: actions/create-release@v1
@@ -24,21 +36,22 @@ jobs:
         with:
           tag_name: ${{ github.ref_name }}
           release_name: ${{ github.ref_name }}
+          body_path: CHANGELOG.md
           draft: false
           prerelease: false
       
-      # Step 3: 可选，构建zip文件
+      # Step 4: 构建zip文件
       - name: Create ZIP file
         run: |
           zip -r gemini-balance.zip . -x "*.git*" "*.github*" "*.env*" "logs/*" "tests/*"
 
-      # Step 4: 可选，上传构建文件
+      # Step 5: 上传构建文件
       - name: Upload Release Asset
         uses: actions/upload-release-asset@v1
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         with:
           upload_url: ${{ steps.create_release.outputs.upload_url }}
-          asset_path: ./gemini-balance.zip # 替换为你的构建文件路径
-          asset_name: gemini-balance.zip  # 替换为你的文件名
+          asset_path: ./gemini-balance.zip
+          asset_name: gemini-balance.zip
           asset_content_type: application/zip