diff --git a/.github/release-drafter.yml b/.github/release-drafter.yml
index 2d4bd747..8e92058a 100644
--- a/.github/release-drafter.yml
+++ b/.github/release-drafter.yml
@@ -1,37 +1,31 @@
-header: |
-  ### Documentation
-
-  See: https://v2.nonebot.dev
-template: |
-  ### 💫 Changes
-
-  $CHANGES
+template: $CHANGES
 category-template: "### $TITLE"
 name-template: "Release v$RESOLVED_VERSION 🌈"
 tag-template: "v$RESOLVED_VERSION"
-change-template: "- $TITLE @$AUTHOR (#$NUMBER)"
-change-title-escapes: '\<*_&' # You can add # and @ to disable mentions, and add ` to disable code blocks.
+change-template: "- $TITLE [@$AUTHOR](https://github.com/$AUTHOR) ([#$NUMBER]($URL))"
+change-title-escapes: '\<&'
 categories:
-  - title: "💥 Breaking Changes"
+  - title: "💥 破坏性变更"
     labels:
       - "Breaking"
-  - title: "🚀 Features"
+  - title: "🚀 新功能"
     labels:
       - "feature"
       - "enhancement"
-  - title: "🐛 Bug Fixes"
+  - title: "🐛 Bug 修复"
     labels:
       - "fix"
       - "bugfix"
       - "bug"
-  - title: "📝 Documentation"
+  - title: "📝 文档"
     labels:
       - "documentation"
-  - title: "🍻 Plugin Publish"
+  - title: "💫 杂项"
+  - title: "🍻 插件发布"
     label: "Plugin"
-  - title: "🍻 Bot Publish"
+  - title: "🍻 机器人发布"
     label: "Bot"
-  - title: "🍻 Adapter Publish"
+  - title: "🍻 适配器发布"
     label: "Adapter"
 version-resolver:
   major:
diff --git a/.github/workflows/publish-bot.yml b/.github/workflows/publish-bot.yml
index 82f683d9..390b9338 100644
--- a/.github/workflows/publish-bot.yml
+++ b/.github/workflows/publish-bot.yml
@@ -20,7 +20,7 @@ jobs:
           token: ${{ secrets.GH_TOKEN }}
 
       - name: NoneBot2 Publish Bot
-        uses: nonebot/nonebot2-publish-bot@main
+        uses: docker://ghcr.io/nonebot/nonebot2-publish-bot:main
         with:
           token: ${{ secrets.GH_TOKEN }}
           config: >
diff --git a/.github/workflows/release-drafter.yml b/.github/workflows/release-drafter.yml
index f431c65d..8ec1912e 100644
--- a/.github/workflows/release-drafter.yml
+++ b/.github/workflows/release-drafter.yml
@@ -22,10 +22,12 @@ jobs:
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
 
-      # TODO
-      # - name: Update Changelog
-      #   run: |
-      #     echo ${{ steps.release-drafter.outputs.body }}
+      - name: Update Changelog
+        uses: docker://ghcr.io/nonebot/auto-changelog:master
+        with:
+          changelog_file: website/src/pages/changelog.md
+          latest_changes_position: '# 更新日志\n\n'
+          changelog_body: ${{ steps.release-drafter.outputs.body }}
 
   release:
     if: startsWith(github.ref, 'refs/tags/')
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 35328f4a..ecc4cfc8 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -25,9 +25,13 @@ jobs:
       - name: Archive Files
         run: yarn archive $(poetry version -s)
 
-      # TODO
+      - run: echo "TAG_NAME=v$(poetry version -s)" >> $GITHUB_ENV
+
       - name: Archive Changelog
-        run: cat CHANGELOG.md
+        uses: docker://ghcr.io/nonebot/auto-changelog:master
+        with:
+          changelog_file: website/src/pages/changelog.md
+          archive_title: ${{ env.TAG_NAME }}
 
       - name: Push Tag
         run: |
@@ -35,5 +39,5 @@ jobs:
           git config user.email github-actions@github.com
           git add .
           git commit -m ":bookmark: Release $(poetry version -s)"
-          git tag v$(poetry version -s)
+          git tag ${{ env.TAG_NAME }}
           git push && git push --tags
diff --git a/website/src/pages/changelog.md b/website/src/pages/changelog.md
index 59cd13b6..77729197 100644
--- a/website/src/pages/changelog.md
+++ b/website/src/pages/changelog.md
@@ -4,7 +4,7 @@ description: Changelog
 
 # 更新日志
 
-## Latest Changes
+## v2.0.0-beta.2
 
 - 修复 `receive`, `got` 在参数为空消息时依旧会反复询问
 - 修复文档商店分页显示错误
@@ -17,7 +17,7 @@ description: Changelog
 - 调整项目结构，分离内部定义与用户接口
 - 新增 Bot 连接事件钩子 (如 `driver.on_bot_connect` ) 的依赖注入
 
-## v2.0.0b1
+## v2.0.0-beta.1
 
 - 新增 `MessageTemplate` 对于 `str` 普通模板的支持
 - 移除插件加载的 `NameSpace` 模式