diff --git a/.github/workflows/auto-tag.yml b/.github/workflows/auto-tag.yml
new file mode 100644
index 0000000..cba2f1b
--- /dev/null
+++ b/.github/workflows/auto-tag.yml
@@ -0,0 +1,110 @@
+name: Auto Tag and Release on Merge
+
+on:
+  pull_request:
+    types:
+      - closed
+    branches:
+      - main
+
+jobs:
+  create-tag-and-release:
+    # 只在 PR 被合并且带有 release 标签时执行
+    if: github.event.pull_request.merged == true && contains(github.event.pull_request.labels.*.name, 'release')
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+          ref: ${{ github.event.pull_request.merge_commit_sha }}
+
+      - name: Extract version from metadata.yaml
+        id: version
+        run: |
+          # 从 metadata.yaml 读取版本号，移除注释和空白
+          VERSION=$(grep '^version:' metadata.yaml | sed 's/version: *//' | sed 's/ *#.*//' | tr -d ' ')
+
+          if [ -z "$VERSION" ]; then
+            echo "Could not extract version from metadata.yaml"
+            exit 1
+          fi
+
+          # 确保版本号以 v 开头
+          if [[ "$VERSION" != v* ]]; then
+            VERSION="v$VERSION"
+          fi
+
+          echo "version=$VERSION" >> "$GITHUB_OUTPUT"
+          echo "Extracted version: $VERSION"
+
+      - name: Check if tag already exists
+        id: check_tag
+        run: |
+          VERSION="${{ steps.version.outputs.version }}"
+          git fetch --tags
+
+          if git tag -l "$VERSION" | grep -q .; then
+            echo "Tag $VERSION already exists, skipping"
+            echo "exists=true" >> "$GITHUB_OUTPUT"
+          else
+            echo "Tag $VERSION does not exist, will create"
+            echo "exists=false" >> "$GITHUB_OUTPUT"
+          fi
+
+      - name: Create and push tag
+        if: steps.check_tag.outputs.exists == 'false'
+        run: |
+          VERSION="${{ steps.version.outputs.version }}"
+
+          git config user.name "github-actions[bot]"
+          git config user.email "github-actions[bot]@users.noreply.github.com"
+
+          git tag -a "$VERSION" -m "Release $VERSION"
+          git push origin "$VERSION"
+
+          echo "Created and pushed tag $VERSION"
+
+      - name: Get changelog content
+        if: steps.check_tag.outputs.exists == 'false'
+        id: changelog
+        run: |
+          VERSION="${{ steps.version.outputs.version }}"
+          CHANGELOG_FILE="changelogs/${VERSION}.md"
+
+          if [ -f "$CHANGELOG_FILE" ]; then
+            echo "Found changelog file: $CHANGELOG_FILE"
+            echo "changelog_file=$CHANGELOG_FILE" >> "$GITHUB_OUTPUT"
+          else
+            echo "Changelog file not found: $CHANGELOG_FILE"
+            echo "Auto-generated release for $VERSION" > /tmp/release_body.md
+            echo "changelog_file=/tmp/release_body.md" >> "$GITHUB_OUTPUT"
+          fi
+
+      - name: Determine if prerelease
+        if: steps.check_tag.outputs.exists == 'false'
+        id: prerelease
+        run: |
+          VERSION="${{ steps.version.outputs.version }}"
+
+          if [[ "$VERSION" == *-* ]]; then
+            echo "is_prerelease=true" >> "$GITHUB_OUTPUT"
+            echo "Version $VERSION is a prerelease"
+          else
+            echo "is_prerelease=false" >> "$GITHUB_OUTPUT"
+            echo "Version $VERSION is a stable release"
+          fi
+
+      - name: Create GitHub Release
+        if: steps.check_tag.outputs.exists == 'false'
+        uses: ncipollo/release-action@v1
+        with:
+          tag: ${{ steps.version.outputs.version }}
+          name: ${{ steps.version.outputs.version }}
+          bodyFile: ${{ steps.changelog.outputs.changelog_file }}
+          generateReleaseNotes: true
+          prerelease: ${{ steps.prerelease.outputs.is_prerelease }}
+          token: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.github/workflows/prepare-release.yml b/.github/workflows/prepare-release.yml
new file mode 100644
index 0000000..e01953e
--- /dev/null
+++ b/.github/workflows/prepare-release.yml
@@ -0,0 +1,235 @@
+name: Prepare Release
+
+on:
+  push:
+    branches:
+      - dev
+    paths:
+      - 'changelogs/v*.md'
+
+concurrency:
+  group: prepare-release
+  cancel-in-progress: false
+
+jobs:
+  prepare-release:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+      pull-requests: write
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+          ref: ${{ github.sha }}
+
+      - name: Find new changelog file
+        id: find_changelog
+        run: |
+          # 获取本次推送中变更的 changelog 文件
+          CHANGELOG_FILE=$(git diff --name-only ${{ github.event.before }}..${{ github.sha }} -- 'changelogs/v*.md' | head -1 || true)
+
+          if [ -z "$CHANGELOG_FILE" ]; then
+            echo "No changelog file found in push range, checking added files..."
+            CHANGELOG_FILE=$(git diff --name-only --diff-filter=A ${{ github.event.before }}..${{ github.sha }} | grep '^changelogs/v.*\.md$' | head -1 || true)
+          fi
+
+          if [ -z "$CHANGELOG_FILE" ]; then
+            echo "No new changelog file found in commit"
+            exit 1
+          fi
+
+          if [ ! -f "$CHANGELOG_FILE" ]; then
+            echo "Changelog file does not exist: $CHANGELOG_FILE"
+            exit 1
+          fi
+
+          echo "changelog_file=$CHANGELOG_FILE" >> "$GITHUB_OUTPUT"
+          echo "Found changelog file: $CHANGELOG_FILE"
+
+      - name: Extract version from filename
+        id: version
+        run: |
+          CHANGELOG_FILE="${{ steps.find_changelog.outputs.changelog_file }}"
+
+          # 从文件名提取版本号 (changelogs/v2.1.8.md -> v2.1.8)
+          VERSION=$(basename "$CHANGELOG_FILE" .md)
+          VERSION_NO_V="${VERSION#v}"
+
+          # 验证版本格式
+          if ! [[ "$VERSION" =~ ^v[0-9]+\.[0-9]+\.[0-9]+(-[a-zA-Z0-9.]+)?$ ]]; then
+            echo "Invalid version format: $VERSION"
+            echo "Expected format: vX.X.X or vX.X.X-suffix"
+            exit 1
+          fi
+
+          echo "version=$VERSION" >> "$GITHUB_OUTPUT"
+          echo "version_no_v=$VERSION_NO_V" >> "$GITHUB_OUTPUT"
+          echo "Detected version: $VERSION"
+
+      - name: Check if tag already exists
+        run: |
+          VERSION="${{ steps.version.outputs.version }}"
+          git fetch --tags
+          if git tag -l "$VERSION" | grep -q .; then
+            echo "Error: Tag $VERSION already exists!"
+            exit 1
+          fi
+          echo "Tag $VERSION does not exist, proceeding..."
+
+      - name: Get current date
+        id: date
+        run: echo "date=$(date +'%Y-%m-%d')" >> "$GITHUB_OUTPUT"
+
+      - name: Read changelog content
+        id: changelog
+        run: |
+          CHANGELOG_FILE="${{ steps.find_changelog.outputs.changelog_file }}"
+
+          # 读取 changelog 内容并保存到临时文件
+          cat "$CHANGELOG_FILE" > /tmp/changelog_content.txt
+
+          # 存储到 output (使用 delimiter 处理多行)
+          {
+            echo 'content<<CHANGELOG_EOF'
+            cat "$CHANGELOG_FILE"
+            echo 'CHANGELOG_EOF'
+          } >> "$GITHUB_OUTPUT"
+
+      - name: Update metadata.yaml
+        run: |
+          VERSION="${{ steps.version.outputs.version }}"
+          # 替换版本号，保留可能的注释
+          sed -i "s/^version: *v[^ #]*/version: $VERSION/" metadata.yaml
+
+          # 验证更新成功
+          if ! grep -q "^version: $VERSION" metadata.yaml; then
+            echo "Failed to update metadata.yaml"
+            exit 1
+          fi
+          echo "Updated metadata.yaml to version $VERSION"
+
+      - name: Update main.py
+        run: |
+          VERSION_NO_V="${{ steps.version.outputs.version_no_v }}"
+          # 更新 @register 装饰器中的版本号（支持预发布版本）
+          sed -i "s/\"[0-9][0-9]*\.[0-9][0-9]*\.[0-9][0-9]*\(-[a-zA-Z0-9.]*\)\{0,1\}\",/\"$VERSION_NO_V\",/" main.py
+
+          # 验证更新成功
+          if ! grep -q "\"$VERSION_NO_V\"," main.py; then
+            echo "Failed to update main.py"
+            exit 1
+          fi
+          echo "Updated main.py to version $VERSION_NO_V"
+
+      - name: Update README.md badge
+        run: |
+          VERSION="${{ steps.version.outputs.version }}"
+          # 支持预发布版本
+          sed -i "s/version-v[0-9][0-9]*\.[0-9][0-9]*\.[0-9][0-9]*\(-[a-zA-Z0-9.]*\)\{0,1\}/version-$VERSION/" README.md
+
+          # 验证更新成功
+          if ! grep -q "version-$VERSION" README.md; then
+            echo "Failed to update README.md badge"
+            exit 1
+          fi
+          echo "Updated README.md badge to $VERSION"
+
+      - name: Update README.md latest version section
+        run: |
+          VERSION="${{ steps.version.outputs.version }}"
+          DATE="${{ steps.date.outputs.date }}"
+
+          # 创建新的"最新版本"section内容（不带前导空格）
+          {
+            echo "## 📋 最新版本"
+            echo ""
+            echo "### $VERSION ($DATE)"
+            echo ""
+            cat /tmp/changelog_content.txt
+            echo ""
+          } > /tmp/new_section.txt
+
+          # 使用 awk 替换 README 中的"最新版本"section
+          awk '
+            BEGIN { skip = 0 }
+            /^## 📋 最新版本/ {
+              skip = 1
+              while ((getline line < "/tmp/new_section.txt") > 0) print line
+              close("/tmp/new_section.txt")
+              next
+            }
+            /^## / && skip { skip = 0 }
+            !skip { print }
+          ' README.md > README.md.tmp && mv README.md.tmp README.md
+
+          echo "Updated README.md latest version section"
+
+      - name: Commit changes
+        run: |
+          VERSION="${{ steps.version.outputs.version }}"
+
+          git config user.name "github-actions[bot]"
+          git config user.email "github-actions[bot]@users.noreply.github.com"
+
+          git add metadata.yaml main.py README.md
+
+          # 检查是否有变更
+          if git diff --staged --quiet; then
+            echo "No changes to commit"
+            exit 0
+          fi
+
+          git commit -m "chore: bump version to $VERSION"
+          git push origin HEAD:dev
+
+          echo "Committed and pushed changes"
+
+      - name: Create Pull Request
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          VERSION="${{ steps.version.outputs.version }}"
+
+          # 创建 PR body
+          {
+            echo "## Release $VERSION"
+            echo ""
+            echo "This PR was automatically created by the release workflow."
+            echo ""
+            echo "### Changes"
+            cat /tmp/changelog_content.txt
+            echo ""
+            echo "### Files Updated"
+            echo "- \`metadata.yaml\` - version updated"
+            echo "- \`main.py\` - version in @register decorator updated"
+            echo "- \`README.md\` - badge and latest version section updated"
+            echo ""
+            echo "---"
+            echo "*After merging, a tag will be automatically created and a GitHub Release will be published.*"
+          } > /tmp/pr_body.md
+
+          # 检查是否已存在 dev -> main 的 PR
+          EXISTING_PR=$(gh pr list --base main --head dev --state open --json number --jq '.[0].number // empty')
+
+          if [ -n "$EXISTING_PR" ]; then
+            echo "PR #$EXISTING_PR already exists for dev -> main, updating..."
+            gh pr edit "$EXISTING_PR" \
+              --title "Release $VERSION" \
+              --body-file /tmp/pr_body.md \
+              --add-label "release"
+            echo "Updated PR #$EXISTING_PR"
+            exit 0
+          fi
+
+          # 创建 PR
+          gh pr create \
+            --base main \
+            --head dev \
+            --title "Release $VERSION" \
+            --body-file /tmp/pr_body.md \
+            --label "release"
+
+          echo "Created PR for Release $VERSION"
diff --git a/CHANGELOG.md b/CHANGELOG.md
deleted file mode 100644
index f061b95..0000000
--- a/CHANGELOG.md
+++ /dev/null
@@ -1,83 +0,0 @@
-# 📋 更新日志
-
-### v2.1.7 (2025-11-17)
-
-- 🐛 **修复AstrBot兼容性问题** - 移除对不存在的 `Anonymous` 等消息组件类的依赖，使用类型字符串检查替代类实例检查，兼容 AstrBot 新版本
-- ⚡ **优化私聊回复机制** - 将私聊回复概率固定为1，确保历史消息格式统一
-- ⚡ **优化引用消息显示** - 改进 Reply 组件处理，提供更完整的发送者信息和内容
-- ⚡ **优化@消息处理** - 重构 'at' 和 'atall' 组件处理逻辑，提高代码清晰度和功能性
-- [#72](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/72) [#73](https://github.com/23q3/astrbot_plugin_SpectreCore/pull/73) @Hola-Gracias
-
-### v2.1.6 (2025-10-13)
-
-- 🐛 **修复空消息异常** - 修复napcat发送私聊"正在输入"状态时，导致插件异常的问题 [#70](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/70)
-- 🐛 **修复代码问题并改进错误处理** - 修复装饰器参数位置错误、历史记录加载失败崩溃问题，改进路径处理和日志记录
-
-### v2.1.5 (2025-09-03)
-
-- ✨ **新增临时禁言功能** - 添加闭嘴/说话指令，支持临时禁用自动回复功能，默认5分钟，可自定义时长 [#63](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/63)
-- 🔒 **添加权限控制** - 对管理指令添加了管理员权限限制
-
-### v2.1.4 (2025-06-28)
-
-- ✨ **为LLM回复添加限制条件** - 在结尾提示词中添加对于回复的限制，避免LLM使用[At:id(昵称)]这样的格式 [#54](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/54)@Fossssss
-- 🐛 **修复与其他插件的兼容性问题** - 移除AiocqhttpMessageEvent类型断言，使用安全检查和异常处理机制，解决其他插件构造输入时的报错问题 [#57](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/57)
-
-### v2.1.3 (2025-06-17)
-
-- ✨ **新增图片持久化存储功能** - 添加图片本地存储和自动清理机制，解决聊天记录中图片链接过期问题。新增 `enable_image_persistence` 和 `image_retention_days` 配置选项 [#52](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/52)
-- 🐛 **修复读空气功能干扰命令执行的问题** - 将读空气处理逻辑从on_llm_response移至on_decorating_result阶段，避免在大模型回复后立即停止事件传播导致命令逻辑被中断 [#33](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/33)
-
-### v2.1.2 (2025-06-02)
-
-- 🐛 **修复Reply消息处理错误** - 修复在处理包含回复消息的历史记录时出现'Reply' object has no attribute 'sender_str'错误的问题 [#46](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/46)
-
-### v2.1.1 (2025-04-29)
-
-- ✨ **新增黑名单关键词功能** - 添加黑名单关键词配置，可以设置不触发回复的关键词
-- 🐛 **修复重置历史记录问题** - 修复重置聊天记录后提示消息被错误保存到历史记录的问题 [#41](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/41)
-
-### v2.1.0 (2025-04-12)
-
-- 🔄 **数据存储格式优化** - 使用jsonpickle库替换pickle，提高数据可读性和跨平台兼容性
-- 🐛 **修复Docker环境兼容性** - 采用JSON序列化格式，彻底解决Docker环境下消息历史存取问题 [#31](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/31)
-- 🐛 **修复私聊时无法正确保存bot消息的问题** - 修复了在私聊场景下bot发送的消息无法被正确保存到历史记录的问题，确保私聊对话的完整性
-
-### v2.0.1 (2025-04-11)
-
-- 🐛 **修复Docker部署问题** - 改进路径处理方式，修复在Docker环境下无法保存/读取消息历史的问题
-
-### v2.0.0 (2025-04-08)
-
-- 🏗️ 完全重构 抛弃使用协议端API获取聊天记录的方式，改为基于Astrbot本身，支持了更多消息平台 [#21](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/21) [#4](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/4)
-- 🔄 架构改进 采用高度模块化设计，每个功能封装在独立工具类中
-- 📸 图片转述 支持图片转述功能 [#16](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/16)
-
-### v1.0.4 (2025-03-12)
-
-- 🐛 修正处理大模型回复时的条件判断逻辑 [#15](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/15)
-
-### v1.0.3 (2025-03-11)
-
-- 🐛 在处理大模型回复时增加了对角色的判断，避免调用函数工具时出错 [#15](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/15)
-- 🐛 在提示词增加了bot的昵称和qq号，避免大模型不知道聊天记录中哪个是自己 [#14](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/14)
-
-### v1.0.2 (2025-03-08)
-
-- 🔒 添加了群组锁机制，防止并发调用大模型
-- 🛠️ 优化了消息处理存储流程，极大提高了性能
-- 🔍 添加了清除聊天记录的指令
-- 🔍 添加了检测指令关键词不回复功能
-- 📝 改进了代码结构
-
-### v1.0.1 (2025-03-05)
-
-- 🔍 增加了读空气功能
-- 🔍 增加了函数工具开关配置
-- 🔄 更换了request_llm方法调用大模型，提高兼容性
-- 🛠️ 优化部分代码
-
-### v1.0.0 (2025-03-04)
-
-- 🎉 首次发布
-- ✨ 实现基本的群聊互动功能
diff --git a/README.md b/README.md
index 892f12f..0721f44 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@
 
 ![SpectreCore](https://avatars.githubusercontent.com/u/129108081?s=48&v=4)
 
-[![version](https://img.shields.io/badge/version-v2.1.7-blue.svg?style=flat-square)](https://github.com/23q3/astrbot_plugin_SpectreCore)
+[![version](https://img.shields.io/badge/version-v2.1.8?style=flat-square)](https://github.com/23q3/astrbot_plugin_SpectreCore)
 [![license](https://img.shields.io/badge/license-AGPL--3.0-green.svg?style=flat-square)](LICENSE)
 [![author](https://img.shields.io/badge/author-23q3-orange.svg?style=flat-square)](https://github.com/23q3)
 
@@ -66,19 +66,15 @@ SpectreCore (影芯) 是一个为 AstrBot 设计的高级群聊互动插件，
 - [指令说明](./docs/commands.md) - 详细的指令用法和参数说明
 - [使用技巧](./docs/tips.md) - 提高插件使用效果的技巧和建议
 - [项目结构](./docs/structure.md) - 项目代码结构和核心文件说明
-- [更新日志](./CHANGELOG.md) - 项目版本历史和功能变化
+- [更新日志](https://github.com/23q3/astrbot_plugin_SpectreCore/releases) - 项目版本历史和功能变化
 
 ## 📋 最新版本
 
-### v2.1.7 (2025-11-17)
+### v2.1.8 (2026-01-01)
+
+- 🧪 **测试自动化流程** - 验证 workflow 正常工作
 
-- 🐛 **修复AstrBot兼容性问题** - 移除对不存在的 `Anonymous` 等消息组件类的依赖，使用类型字符串检查替代类实例检查，兼容 AstrBot 新版本
-- ⚡ **优化私聊回复机制** - 将私聊回复概率固定为1，确保历史消息格式统一
-- ⚡ **优化引用消息显示** - 改进 Reply 组件处理，提供更完整的发送者信息和内容
-- ⚡ **优化@消息处理** - 重构 'at' 和 'atall' 组件处理逻辑，提高代码清晰度和功能性
-- [#72](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/72) [#73](https://github.com/23q3/astrbot_plugin_SpectreCore/pull/73) @Hola-Gracias
 
-查看完整的[更新日志](./CHANGELOG.md)，了解项目的版本历史和功能变化。
 
 ## ⚠️ 注意事项
 
diff --git a/changelogs/v1.0.0.md b/changelogs/v1.0.0.md
new file mode 100644
index 0000000..74659ff
--- /dev/null
+++ b/changelogs/v1.0.0.md
@@ -0,0 +1,2 @@
+- 🎉 首次发布
+- ✨ 实现基本的群聊互动功能
diff --git a/changelogs/v1.0.1.md b/changelogs/v1.0.1.md
new file mode 100644
index 0000000..9fdcbf0
--- /dev/null
+++ b/changelogs/v1.0.1.md
@@ -0,0 +1,4 @@
+- 🔍 增加了读空气功能
+- 🔍 增加了函数工具开关配置
+- 🔄 更换了request_llm方法调用大模型，提高兼容性
+- 🛠️ 优化部分代码
diff --git a/changelogs/v1.0.2.md b/changelogs/v1.0.2.md
new file mode 100644
index 0000000..6d912a4
--- /dev/null
+++ b/changelogs/v1.0.2.md
@@ -0,0 +1,5 @@
+- 🔒 添加了群组锁机制，防止并发调用大模型
+- 🛠️ 优化了消息处理存储流程，极大提高了性能
+- 🔍 添加了清除聊天记录的指令
+- 🔍 添加了检测指令关键词不回复功能
+- 📝 改进了代码结构
diff --git a/changelogs/v1.0.3.md b/changelogs/v1.0.3.md
new file mode 100644
index 0000000..6ecb51f
--- /dev/null
+++ b/changelogs/v1.0.3.md
@@ -0,0 +1,2 @@
+- 🐛 在处理大模型回复时增加了对角色的判断，避免调用函数工具时出错 [#15](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/15)
+- 🐛 在提示词增加了bot的昵称和qq号，避免大模型不知道聊天记录中哪个是自己 [#14](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/14)
diff --git a/changelogs/v1.0.4.md b/changelogs/v1.0.4.md
new file mode 100644
index 0000000..dde624d
--- /dev/null
+++ b/changelogs/v1.0.4.md
@@ -0,0 +1 @@
+- 🐛 修正处理大模型回复时的条件判断逻辑 [#15](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/15)
diff --git a/changelogs/v2.0.0.md b/changelogs/v2.0.0.md
new file mode 100644
index 0000000..9f3b0e3
--- /dev/null
+++ b/changelogs/v2.0.0.md
@@ -0,0 +1,3 @@
+- 🏗️ 完全重构 抛弃使用协议端API获取聊天记录的方式，改为基于Astrbot本身，支持了更多消息平台 [#21](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/21) [#4](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/4)
+- 🔄 架构改进 采用高度模块化设计，每个功能封装在独立工具类中
+- 📸 图片转述 支持图片转述功能 [#16](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/16)
diff --git a/changelogs/v2.0.1.md b/changelogs/v2.0.1.md
new file mode 100644
index 0000000..54ac812
--- /dev/null
+++ b/changelogs/v2.0.1.md
@@ -0,0 +1 @@
+- 🐛 **修复Docker部署问题** - 改进路径处理方式，修复在Docker环境下无法保存/读取消息历史的问题
diff --git a/changelogs/v2.1.0.md b/changelogs/v2.1.0.md
new file mode 100644
index 0000000..98dd47d
--- /dev/null
+++ b/changelogs/v2.1.0.md
@@ -0,0 +1,3 @@
+- 🔄 **数据存储格式优化** - 使用jsonpickle库替换pickle，提高数据可读性和跨平台兼容性
+- 🐛 **修复Docker环境兼容性** - 采用JSON序列化格式，彻底解决Docker环境下消息历史存取问题 [#31](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/31)
+- 🐛 **修复私聊时无法正确保存bot消息的问题** - 修复了在私聊场景下bot发送的消息无法被正确保存到历史记录的问题，确保私聊对话的完整性
diff --git a/changelogs/v2.1.1.md b/changelogs/v2.1.1.md
new file mode 100644
index 0000000..5735358
--- /dev/null
+++ b/changelogs/v2.1.1.md
@@ -0,0 +1,2 @@
+- ✨ **新增黑名单关键词功能** - 添加黑名单关键词配置，可以设置不触发回复的关键词
+- 🐛 **修复重置历史记录问题** - 修复重置聊天记录后提示消息被错误保存到历史记录的问题 [#41](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/41)
diff --git a/changelogs/v2.1.2.md b/changelogs/v2.1.2.md
new file mode 100644
index 0000000..5b77b61
--- /dev/null
+++ b/changelogs/v2.1.2.md
@@ -0,0 +1 @@
+- 🐛 **修复Reply消息处理错误** - 修复在处理包含回复消息的历史记录时出现'Reply' object has no attribute 'sender_str'错误的问题 [#46](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/46)
diff --git a/changelogs/v2.1.3.md b/changelogs/v2.1.3.md
new file mode 100644
index 0000000..a231e76
--- /dev/null
+++ b/changelogs/v2.1.3.md
@@ -0,0 +1,2 @@
+- ✨ **新增图片持久化存储功能** - 添加图片本地存储和自动清理机制，解决聊天记录中图片链接过期问题。新增 `enable_image_persistence` 和 `image_retention_days` 配置选项 [#52](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/52)
+- 🐛 **修复读空气功能干扰命令执行的问题** - 将读空气处理逻辑从on_llm_response移至on_decorating_result阶段，避免在大模型回复后立即停止事件传播导致命令逻辑被中断 [#33](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/33)
diff --git a/changelogs/v2.1.4.md b/changelogs/v2.1.4.md
new file mode 100644
index 0000000..fc11984
--- /dev/null
+++ b/changelogs/v2.1.4.md
@@ -0,0 +1,2 @@
+- ✨ **为LLM回复添加限制条件** - 在结尾提示词中添加对于回复的限制，避免LLM使用[At:id(昵称)]这样的格式 [#54](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/54)@Fossssss
+- 🐛 **修复与其他插件的兼容性问题** - 移除AiocqhttpMessageEvent类型断言，使用安全检查和异常处理机制，解决其他插件构造输入时的报错问题 [#57](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/57)
diff --git a/changelogs/v2.1.5.md b/changelogs/v2.1.5.md
new file mode 100644
index 0000000..a12d3fd
--- /dev/null
+++ b/changelogs/v2.1.5.md
@@ -0,0 +1,2 @@
+- ✨ **新增临时禁言功能** - 添加闭嘴/说话指令，支持临时禁用自动回复功能，默认5分钟，可自定义时长 [#63](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/63)
+- 🔒 **添加权限控制** - 对管理指令添加了管理员权限限制
diff --git a/changelogs/v2.1.6.md b/changelogs/v2.1.6.md
new file mode 100644
index 0000000..674dd00
--- /dev/null
+++ b/changelogs/v2.1.6.md
@@ -0,0 +1,2 @@
+- 🐛 **修复空消息异常** - 修复napcat发送私聊"正在输入"状态时，导致插件异常的问题 [#70](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/70)
+- 🐛 **修复代码问题并改进错误处理** - 修复装饰器参数位置错误、历史记录加载失败崩溃问题，改进路径处理和日志记录
diff --git a/changelogs/v2.1.7.md b/changelogs/v2.1.7.md
new file mode 100644
index 0000000..f991b85
--- /dev/null
+++ b/changelogs/v2.1.7.md
@@ -0,0 +1,5 @@
+- 🐛 **修复AstrBot兼容性问题** - 移除对不存在的 `Anonymous` 等消息组件类的依赖，使用类型字符串检查替代类实例检查，兼容 AstrBot 新版本
+- ⚡ **优化私聊回复机制** - 将私聊回复概率固定为1，确保历史消息格式统一
+- ⚡ **优化引用消息显示** - 改进 Reply 组件处理，提供更完整的发送者信息和内容
+- ⚡ **优化@消息处理** - 重构 'at' 和 'atall' 组件处理逻辑，提高代码清晰度和功能性
+- [#72](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/72) [#73](https://github.com/23q3/astrbot_plugin_SpectreCore/pull/73) @Hola-Gracias
diff --git a/changelogs/v2.1.8.md b/changelogs/v2.1.8.md
new file mode 100644
index 0000000..6c783a4
--- /dev/null
+++ b/changelogs/v2.1.8.md
@@ -0,0 +1,3 @@
+- 🧪 **测试自动化流程** - 验证 workflow 正常工作
+
+
diff --git a/main.py b/main.py
index 16e92c2..12c89d1 100644
--- a/main.py
+++ b/main.py
@@ -7,7 +7,7 @@
     "spectrecore",
     "23q3",
     "使大模型更好的主动回复群聊中的消息，带来生动和沉浸的群聊对话体验",
-    "2.1.7",
+    "2.1.8",
     "https://github.com/23q3/astrbot_plugin_SpectreCore"
 )
 class SpectreCore(Star):
diff --git a/metadata.yaml b/metadata.yaml
index 1e6fd94..ef80905 100644
--- a/metadata.yaml
+++ b/metadata.yaml
@@ -1,7 +1,7 @@
 name: spectrecore # 这是你的插件的唯一识别名。
 desc: 使大模型更好的主动回复群聊中的消息，带来生动和沉浸的群聊对话体验 # 插件简短描述
 help: 自动检测群聊消息并让AI模型进行回复，让群聊更加生动有趣。 # 插件的帮助信息
-version: v2.1.7 # 插件版本号。格式：v1.1.1 或者 v1.1
+version: v2.1.8 # 插件版本号。格式：v1.1.1 或者 v1.1
 author: 23q3 # 作者
 repo: https://github.com/23q3/astrbot_plugin_SpectreCore # 插件的仓库地址
 display_name: 🌟 SpectreCore