refactor: 移除插件内存管理系统 + 新增工作流引擎

移除内容:
- 删除 plugin_memory_manager.py (TTL淘汰 + 懒加载系统)
- unified_tool_manager.py 精简为直接加载，去掉内存管理器集成
- tui.py 移除内存管理状态显示

新增内容:
- plugins/workflow.py: YAML 工作流引擎
  - 顺序执行多步骤 (tool/shell/echo/wait/set/if)
  - 步骤间变量传递 ({{steps.name.output}})
  - 条件分支 (if/then/else)
  - 错误处理 (continue_on_error / on_fail)
  - 断点续跑 (状态持久化)
  - 调用其他插件作为步骤
- workflows/example.yaml: 示例工作流

修复:
- unified_tool_manager.shutdown() 增加 graceful cleanup
- unregister_tool() 增加实例清理

.gitee/pipeline.yml

@@ -1,117 +0,0 @@
-# Gitee Go CI 流水线
-
-triggers:
-  push:
-    branches:
-      - master
-      - main
-  pull_request:
-    branches:
-      - master
-      - main
-
-stages:
-  - lint
-  - test
-  - structure
-
-jobs:
-  py-compile:
-    name: 语法检查
-    stage: lint
-    image: python:3.12
-    script:
-      - python -c "
-        import py_compile, os, sys;
-        errors = 0;
-        for root, dirs, files in os.walk('.'):
-            dirs[:] = [d for d in dirs if d not in {'.git', '__pycache__', 'node_modules', 'embedded_python'}];
-            for f in files:
-                if f.endswith('.py'):
-                    path = os.path.join(root, f);
-                    try:
-                        py_compile.compile(path, doraise=True);
-                    except py_compile.PyCompileError as e:
-                        print(f'ERROR: {e}');
-                        errors += 1;
-        if errors:
-            print(f'{errors} 个文件有语法错误');
-            sys.exit(1);
-        print('所有文件语法正确')
-        "
-
-  ruff-lint:
-    name: Ruff lint
-    stage: lint
-    image: python:3.12
-    script:
-      - pip install ruff -q
-      - ruff check . --select E,F,W --ignore E501,E402 --exclude .git,__pycache__,embedded_python
-
-  pytest-310:
-    name: 插件测试 (Python 3.10)
-    stage: test
-    image: python:3.10
-    script:
-      - pip install pytest colorama -q
-      - pytest tests/ -v --tb=short
-
-  pytest-311:
-    name: 插件测试 (Python 3.11)
-    stage: test
-    image: python:3.11
-    script:
-      - pip install pytest colorama -q
-      - pytest tests/ -v --tb=short
-
-  pytest-312:
-    name: 插件测试 (Python 3.12)
-    stage: test
-    image: python:3.12
-    script:
-      - pip install pytest colorama -q
-      - pytest tests/ -v --tb=short
-
-  structure:
-    name: 项目结构检查
-    stage: structure
-    image: python:3.12
-    script:
-      - echo "检查项目结构..."
-      - |
-        files=(
-          "ai_cli.py"
-          "launcher.py"
-          "xcli_core/cli_core.py"
-          "xcli_core/cli_base.py"
-          "xcli_core/config.py"
-          "xcli_core/constants.py"
-          "ai_engines/ollama_engine.py"
-          "ai_engines/openai_engine.py"
-          "plugins/code_editor.py"
-          "plugins/cmd_executor.py"
-          "plugins/file_manager.py"
-          "plugins/auto_engineer.py"
-        )
-        missing=0
-        for f in "${files[@]}"; do
-          if [ -f "$f" ]; then
-            echo "  ✓ $f"
-          else
-            echo "  ✗ $f (缺失!)"
-            missing=$((missing + 1))
-          fi
-        done
-        if [ $missing -gt 0 ]; then
-          echo "${missing} 个文件缺失"
-          exit 1
-        fi
-        echo "项目结构完整"
-      - |
-        engines=$(ls ai_engines/*_engine.py 2>/dev/null | wc -l)
-        echo "AI 引擎数量: $engines"
-        if [ "$engines" -gt 2 ]; then
-          echo "警告: 引擎数量超过 2 个"
-          exit 1
-        fi
-        echo "引擎数量正常"

.github/workflows/ci.yml

@@ -1,148 +0,0 @@
-name: CI
-
-on:
-  push:
-    branches: [master, main]
-  pull_request:
-    branches: [master, main]
-
-jobs:
-  lint:
-    name: 代码检查
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-
-      - name: 安装 Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: "3.12"
-
-      - name: 安装依赖
-        run: pip install ruff
-
-      - name: 语法检查 (py_compile)
-        run: |
-          python -c "
-          import py_compile, os, sys
-          errors = 0
-          for root, dirs, files in os.walk('.'):
-              dirs[:] = [d for d in dirs if d not in {'.git', '__pycache__', 'node_modules', 'embedded_python'}]
-              for f in files:
-                  if f.endswith('.py'):
-                      path = os.path.join(root, f)
-                      try:
-                          py_compile.compile(path, doraise=True)
-                      except py_compile.PyCompileError as e:
-                          print(f'ERROR: {e}')
-                          errors += 1
-          if errors:
-              print(f'\n{errors} 个文件有语法错误')
-              sys.exit(1)
-          print('所有文件语法正确')
-          "
-
-      - name: Ruff lint
-        run: ruff check . --select E,F,W --ignore E501,E402,W503 --exclude .git,__pycache__,embedded_python
-
-  test:
-    name: 插件测试
-    runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        python-version: ["3.10", "3.11", "3.12"]
-    steps:
-      - uses: actions/checkout@v4
-
-      - name: 安装 Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
-        with:
-          python-version: ${{ matrix.python-version }}
-
-      - name: 安装测试依赖
-        run: pip install pytest colorama
-
-      - name: 运行测试
-        run: pytest tests/ -v --tb=short
-
-  structure:
-    name: 项目结构检查
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-
-      - name: 安装 Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: "3.12"
-
-      - name: 检查必要文件
-        run: |
-          echo "检查项目结构..."
-          files=(
-            "ai_cli.py"
-            "launcher.py"
-            "xcli_core/cli_core.py"
-            "xcli_core/cli_base.py"
-            "xcli_core/config.py"
-            "xcli_core/constants.py"
-            "ai_engines/ollama_engine.py"
-            "ai_engines/openai_engine.py"
-            "plugins/code_editor.py"
-            "plugins/git_tools.py"
-            "plugins/cmd_executor.py"
-            "plugins/file_manager.py"
-            "plugins/auto_engineer.py"
-          )
-          missing=0
-          for f in "${files[@]}"; do
-            if [ -f "$f" ]; then
-              echo "   $f"
-            else
-              echo "   $f (缺失!)"
-              missing=$((missing + 1))
-            fi
-          done
-          if [ $missing -gt 0 ]; then
-            echo "\n${missing} 个文件缺失"
-            exit 1
-          fi
-          echo "\n项目结构完整"
-
-      - name: 检查旧文件已清理
-        run: |
-          old_files=(
-            "ai_engines/mimo_engine.py"
-            "ai_engines/GLM_http_engine.py"
-            "ai_engines/qwq_engine.py"
-            "ai_engines/xfyun_spark_engine.py"
-            "ai_engines/iflow_api_engine.py"
-            "ai_engines/maas_http_engine.py"
-            "ai_engines/SDK_openAI.py"
-            "plugins/git_workflow.py"
-            "plugins/code_search.py"
-            "plugins/project_analyzer.py"
-            "plugins/scheduler.py"
-          )
-          found=0
-          for f in "${old_files[@]}"; do
-            if [ -f "$f" ]; then
-              echo "   旧文件未清理: $f"
-              found=$((found + 1))
-            fi
-          done
-          if [ $found -gt 0 ]; then
-            echo "\n${found} 个旧文件未清理"
-            exit 1
-          fi
-          echo "旧文件已全部清理"
-
-      - name: 检查无重复引擎
-        run: |
-          engines=$(ls ai_engines/*_engine.py 2>/dev/null | wc -l)
-          echo "AI 引擎数量: $engines"
-          if [ "$engines" -gt 2 ]; then
-            echo "警告: 引擎数量超过 2 个 (ollama + openai)"
-            exit 1
-          fi
-          echo "引擎数量正常"

CHANGELOG.md

@@ -4,6 +4,82 @@
 
 ---
 
+## v5.2.0 (2026-05-08)
+
+### ✨ 新增功能
+
+- **插件内存管理器** (`plugin_memory_manager.py`) — TTL 自动淘汰 + 懒加载机制
+  - 后台线程定期扫描空闲插件，超过 TTL（默认 5 分钟）自动从内存卸载，释放资源
+  - AI 调用已卸载的插件时自动重新加载（懒加载），对用户完全透明
+  - 核心插件（`tool_search`）可钉住永不淘汰，保障基础功能可用
+  - 可配置参数：TTL 时间、最大空闲插件数、扫描间隔、钉住列表
+  - `/status` 命令和 TUI 侧栏实时显示内存管理状态（已加载/已卸载/统计）
+  - `search_tools` 支持搜索已卸载插件（使用缓存的元数据，无需加载实例）
+
+###  统一插件格式
+
+- **统一自研插件入口类名为 `Liugin`** — 18 个插件从 `class Plugin` 统一为 `class Liugin`
+  - 加载器保留 `Plugin` 回退兼容，第三方插件仍可用旧格式
+  - 测试块中 `Plugin()` 调用同步更新为 `Liugin()`
+
+###  TUI 修复
+
+- **修复消息分类失效** — `_write_raw` 中空字符串 `'' in msg` 永远为 True，导致所有消息显示为工具成功样式；替换为正确的 emoji 标记（✅/❌/🤖）
+- **修复侧栏切换失效** — Textual 无 `.visible` 布尔属性，改用 `has_class("hidden")` + CSS 类控制显隐
+- **修复侧栏隐藏动画** — CSS `display: none` 阻止过渡动画，改用 `width: 0` + `opacity: 0` 方案
+- **修复 TextArea 导入缺失** — `constants.py` 可用性检查未导入 `TextArea`、`Rule`
+- **修复 `set_timer(0)` 崩溃** — 欢迎动画首行延迟为 0.0 导致 Textual 8.x 除零错误（`ZeroDivisionError`），使用 `max(0.01, delay)` 修复
+
+###  改进
+
+- `UnifiedToolManager` 重构：集成 `PluginMemoryManager`，所有工具访问统一走 `_ensure_loaded` 路径
+- 新增 `get_all_tools_info()` 方法，系统提示词可列出所有注册工具（含已卸载）
+- 新增 `get_tool_by_name()` / `memory_manager` 属性，兼容旧 `LiuginManager` 接口
+
+---
+
+## v5.1.4 (2026-04-29)
+
+###  新增功能
+
+- **桌面GUI自动化插件** (`gui_auto`, 20 操作) — 基于 Windows UI Automation (UIA) API，AI 可识别和操控桌面应用
+  - 元素树获取 (`snapshot`) — 获取整个屏幕或指定窗口的 UI 元素树，支持自定义遍历深度
+  - 元素交互 — 点击/右键/双击（名称模糊匹配 + 坐标点击），文本输入（中文 Unicode）、清空、发送按键
+  - 窗口管理 — 列出所有窗口 (`windows`)、聚焦指定窗口 (`focus`)
+  - 元素查询 — 查找/查找所有/详情/值/子树/存在检查/状态，共 8 个查询操作
+  - 高级功能 — 等待元素出现（带超时）、高亮闪烁元素（GDI 红色边框）、滚动
+  - MCP/FC 完整定义，AI 通过 Function Calling 直接调用，非 Windows 环境优雅降级
+
+- **AI 生图插件** (`ai_image`) — 基于 ai.2x.nz 自然语言生图接口
+  - 自然语言描述 + 直接 Tag 双模式
+  - 工作流切换、画风选择、分辨率调整
+  - 异步生成 + WebSocket 进度推送
+  - 生成历史记录
+
+- **Web UI 后端** (`webui_server.py`) — WebSocket 实时通信 + 静态文件服务
+  - 纯 Python 实现，基于 `websockets` 库
+  - 支持命令行参数 (`--port` / `--host`)
+  - 与前端 `webui.html` 配合，提供完整的浏览器端 AI 交互体验
+
+###  改进
+
+- **Web UI 前端重写** (`webui.html`) — 从纯静态页面升级为 WebSocket 实时交互
+  - 大厂设计感 UI，响应式布局
+  - 实时消息流、打字机效果
+  - 支持工具调用结果展示
+
+###  文档
+
+- 更新 README.md: 插件列表、项目结构、badge 版本号
+- 更新 CHANGELOG.md: v5.1.4 完整变更记录
+- 更新 HELP.md: 新增 GUI 自动化使用说明
+
+###  测试
+
+- 新增 gui_auto 插件 30 个单元测试（工具信息、MCP 定义、参数转换、错误处理、操作路由）
+
+---
+
 ## v5.1.3 (2026-04-28)
 
 ###  新增功能

HELP.md

@@ -154,6 +154,26 @@ run make build --timeout 60   # 60秒超时
 | `pdf page.pdf` | 保存 PDF |
 | `stop` | 关闭浏览器 |
 
+### 桌面GUI自动化 (`gui_auto`) ⭐ NEW
+
+> 仅支持 Windows，基于 UI Automation API
+
+| 操作 | 说明 |
+|------|------|
+| `snapshot [深度]` | 获取屏幕 UI 元素树 |
+| `snapshot --window 记事本` | 获取指定窗口元素树 |
+| `screenshot [路径]` | 全屏截图 |
+| `windows` | 列出所有窗口 |
+| `focus 记事本` | 聚焦窗口 |
+| `click 确定` | 点击元素（模糊匹配） |
+| `click --xy 500 300` | 点击坐标 |
+| `type 搜索框 Hello` | 在元素中输入文本 |
+| `keys ctrl+s` | 发送按键 |
+| `find 保存` | 查找元素 |
+| `exists 确定` | 检查元素是否存在 |
+| `wait 加载完成 10` | 等待元素出现 |
+| `highlight 确定` | 高亮闪烁元素 |
+
 ### 子 Agent (`sub_agent`)
 
 | 操作 | 说明 |
@@ -202,6 +222,54 @@ tool_search 浏览器      # 搜索浏览器相关工具
 
 ---
 
+## 插件市场
+
+通过 `/plugin` 命令管理插件，支持从远程仓库一键安装。
+
+### 查看可用插件
+
+```
+/plugin list                    # 列出所有可用插件（自动同步远程源）
+/plugin search 郊狼             # 搜索关键词
+/plugin info dglab              # 查看插件详情
+```
+
+### 安装插件
+
+```
+/plugin install dglab           # 通过插件码安装
+/plugin install https://example.com/my_plugin.py   # 从 URL 安装
+```
+
+安装后自动：
+- 下载插件文件到 `plugins/` 目录
+- 在 `plugins_config.py` 中启用
+- 尝试动态加载（无需重启）
+
+### 卸载插件
+
+```
+/plugin remove dglab_ws         # 卸载指定插件
+```
+
+### 更新插件
+
+```
+/plugin update dglab            # 重新下载更新
+```
+
+### 添加插件源
+
+```
+/plugin add-source https://example.com/registry.json   # 同步远程插件源
+```
+
+### 插件码注册表
+
+插件码是插件的唯一标识，映射到下载地址。注册表文件：`plugin_registry.json`
+
+---
+
 ## 聊天记录
 
 ```

README.en.md

@@ -5,7 +5,7 @@
 </p>
 
 <p align="center">
-  <img src="https://img.shields.io/badge/version-5.1.2-blue" alt="version">
+  <img src="https://img.shields.io/badge/version-5.2.0-blue" alt="version">
   <img src="https://img.shields.io/badge/python-3.10+-green" alt="python">
   <img src="https://img.shields.io/badge/license-MIT-orange" alt="license">
   <img src="https://img.shields.io/badge/tests-113%20passed-brightgreen" alt="tests">

README.md

@@ -1,39 +1,45 @@
 # 小狸 Pro-CLI
 
+<p align="center">
+  <img src="logo.png" width="120" alt="xiaoli-cli logo">
+</p>
+
 <p align="center">
   <strong>智能编程助手 — 代码编辑 · Git 集成 · 浏览器自动化 · 多 Agent 协作 · 图像生成 · 记忆系统</strong>
 </p>
 
 <p align="center">
-  <img src="https://img.shields.io/badge/version-5.1.3-blue" alt="version">
+  <img src="https://img.shields.io/badge/version-5.2.0-blue" alt="version">
   <img src="https://img.shields.io/badge/python-3.10+-green" alt="python">
   <img src="https://img.shields.io/badge/license-MIT-orange" alt="license">
-  <img src="https://img.shields.io/badge/tests-113%20passed-brightgreen" alt="tests">
+  <img src="https://img.shields.io/badge/tests-150+%20passed-brightgreen" alt="tests">
-  <img src="https://img.shields.io/badge/plugins-17-blueviolet" alt="plugins">
+  <img src="https://img.shields.io/badge/plugins-19-blueviolet" alt="plugins">
-  <img src="https://img.shields.io/badge/MCP-supported-brightgreen" alt="mcp">
 </p>
 
 ---
 
-##  特性
+## 简介
 
--  **双 AI 引擎** — Ollama 本地模型 + OpenAI 兼容格式（DeepSeek、Grok、硅基流动等）
+小狸 Pro-CLI 是一款基于 Python 的智能编程助手，集成了代码编辑、版本控制、浏览器自动化、图像生成、记忆系统等功能，支持多种 AI 引擎，帮助开发者提升工作效率。
--  **代码编辑与搜索** — 精准替换、批量编辑、符号提取、依赖分析、正则搜索、**自动语法检查**
--  **Git 版本控制** — 完整 Git 操作 + 工作流自动化（smart-commit、changelog）
--  **浏览器自动化** — Playwright 驱动，导航/交互/截图/JS 执行/PDF
--  **子 Agent 系统** — 多 Agent 并行协作，独立任务分配与结果回收
--  **统一安全层** — AI 风险识别 + 三模式切换（普通/人工/无限制）
--  **图像生成** — 基于 ComfyUI 在线服务，自然语言/Tag 双模式，支持中文描述
--  **记忆系统** — 长期记忆 + 每日日记 + AI 写日记 + 全局搜索 + 自动保存对话
--  **Clawli 远程模式** — PC-手机 WebSocket 双向通信，支持内网穿透代理
--  **定时任务** — 支持相对时间、绝对时间、重复任务，到期自动激活 AI
--  **系统通知** — 跨平台任务完成通知（Windows / macOS / Linux）
--  **MCP 协议** — 17 个插件全部实现 MCP 定义，支持 Function Calling 原生调用
--  **17 个插件 141+ 个操作** — 代码编辑、Git、浏览器、工程化、文件管理、图像生成、记忆等
--  **三模式界面** — TUI 图形化 + 传统命令行 + **Web UI 浏览器界面**
--  **113 个自动化测试** — pytest 覆盖全部插件和核心模块
 
-##  快速开始
+## 特性
+
+- **双 AI 引擎** — Ollama 本地模型 + OpenAI 兼容格式（DeepSeek、Grok、硅基流动等）
+- **代码编辑与搜索** — 精准替换、批量编辑、符号提取、依赖分析、正则搜索、自动语法检查
+- **Git 版本控制** — 完整 Git 操作 + 工作流自动化（smart-commit、changelog）
+- **浏览器自动化** — Playwright 驱动，导航、交互、截图、JS 执行、PDF 导出
+- **子 Agent 系统** — 多 Agent 并行协作，独立任务分配与结果回收
+- **图像生成** — 基于 ComfyUI 在线服务，自然语言/Tag 双模式，支持中文描述
+- **记忆系统** — 长期记忆 + 每日日记 + AI 写日记 + 全局搜索 + 自动保存对话
+- **远程通信** — PC 与手机 WebSocket 双向通信
+- **定时任务** — 支持相对时间、绝对时间、重复任务，到期自动激活 AI
+- **系统通知** — 跨平台任务完成通知（Windows / macOS / Linux）
+- **MCP 协议** — 19 个插件全部实现 MCP 定义，支持 Function Calling 原生调用
+- **19 个插件 161+ 个操作** — 代码编辑、Git、浏览器、工程化、文件管理、图像生成、记忆等
+- **三模式界面** — TUI 图形化 + 传统命令行 + Web UI 浏览器界面
+- **150+ 个自动化测试** — pytest 覆盖全部插件和核心模块
+
+## 快速开始
 
 ### 安装
 
@@ -52,11 +58,11 @@ python ai_cli.py
 # 指定引擎
 python ai_cli.py --engine openai
 
-# Windows 一键启动（无需 Python 环境）
+# Windows 一键启动
 launcher.exe
 ```
 
-##  AI 引擎
+## AI 引擎
 
 | 引擎 | 类型 | 说明 |
 |------|------|------|
@@ -87,15 +93,17 @@ launcher.exe
 }
 ```
 
-##  插件列表 (17 个)
+## 插件列表 (19 个)
+
+> 更多社区插件请访问 [xiaoli-cli-plugins](https://gitee.com/shuiyu1123/xiaoli-cli-plugins)，使用 `/plugin install <插件码>` 一键安装。
 
 ### 核心生产力
 
 | 插件 | 操作数 | 说明 |
 |------|--------|------|
-| `code_editor` | 24 | 代码编辑+搜索。精准替换、批量编辑、find/regex/symbols/imports/callers/todo/structure + 自动语法检查 + diff 弹窗 |
+| `code_editor` | 24 | 代码编辑+搜索。精准替换、批量编辑、find/regex/symbols/imports/callers/todo/structure + 自动语法检查 |
 | `git_tools` | 17 | Git 版本控制。status/diff/log/commit/branch + smart-commit/changelog/contributors/stale |
-| `cmd_executor` | 1 | Shell 命令执行。跨平台，超时控制，危险命令拦截 |
+| `cmd_executor` | 1 | Shell 命令执行，跨平台，超时控制 |
 | `file_manager` | 10 | 文件系统。list/read/write/copy/move/delete/search/info/mkdir/append |
 | `auto_engineer` | 12 | 工程化。lint/format/test/build/deps + 复杂度/安全扫描/质量指标/项目初始化 |
 | `task_manager` | 7 | 任务管理。add/list/complete/delete/clear，JSON 持久化 |
@@ -106,10 +114,12 @@ launcher.exe
 |------|--------|------|
 | `sub_agent` | 8 | 子 Agent 系统。spawn/list/status/result/send/kill，多 Agent 并行协作 |
 | `browser_auto` | 28 | 浏览器自动化。导航/点击/填写/截图/JS执行/PDF/cookies（基于 Playwright） |
-| `image_generator` | 7 | **图像生成**。基于 ComfyUI 在线服务，自然语言/Tag 双模式，28 个角色工作流 |
+| `gui_auto` | 20 | 桌面 GUI 自动化。基于 Windows UIA，屏幕元素识别/点击/输入/截图（仅 Windows） |
-| `memory_plugin` | 11 | **记忆系统**。AI 写日记/搜索记忆/管理聊天记录/长期记忆 MEMORY.md |
+| `ai_image` | — | AI 生图。基于 ai.2x.nz 自然语言生图，异步生成 + WebSocket 进度推送 |
-| `scheduler` | 4 | **定时任务**。支持相对时间/绝对时间/重复任务，到期自动激活 AI |
+| `image_generator` | 7 | 图像生成。基于 ComfyUI 在线服务，自然语言/Tag 双模式，28 个角色工作流 |
-| `tool_search` | — | 工具搜索。按关键词发现可用插件（供 AI 按需调用） |
+| `memory_plugin` | 11 | 记忆系统。AI 写日记/搜索记忆/管理聊天记录/长期记忆 |
+| `scheduler` | 4 | 定时任务。支持相对时间/绝对时间/重复任务，到期自动激活 AI |
+| `tool_search` | — | 工具搜索。按关键词发现可用插件 |
 
 ### 辅助工具
 
@@ -120,9 +130,9 @@ launcher.exe
 | `frontend_tester` | 前端测试。HTML/CSS/JS 语法检查、响应式验证 |
 | `speech_recognition` | 语音识别。录音 + 语音转文字（Whisper） |
 | `audio_player` | 音频播放 |
-| `send_image` | Clawli 模式下发图片到手机 |
+| `send_image` | 远程模式下发图片到手机 |
 
-##  记忆系统
+## 记忆系统
 
 内置持久化记忆系统，AI 可以记住之前的工作：
 
@@ -142,28 +152,26 @@ memory_plugin remember 用户偏好深色主题
 memory_plugin chat_search 图像生成
 ```
 
-##  Clawli 远程模式
+## 远程通信
 
-通过 WebSocket 实现 PC-手机双向通信：
+通过 WebSocket 实现 PC 与手机双向通信：
 
 ```bash
 /remote start 9079 mypassword    # 启动本地服务
-/remote proxy relay.example.com  # 通过中继服务器穿透内网
 /remote stop                      # 停止服务
 /remote status                    # 查看状态
 ```
 
 功能：手机发消息给 AI、AI 回复推到手机、文件传输、图片识别。
 
-##  安全机制
+## 安全机制
 
-### 三模式切换 (`/safe`)
+### 模式切换 (`/safe`)
 
-| 模式 | 图标 | 说明 |
+| 模式 | 说明 |
-|------|------|------|
+|------|------|
-| **普通模式** (默认) |  | AI 识别风险，有风险才请求确认 |
+| **普通模式** (默认) | AI 识别风险，有风险才请求确认 |
-| **人工确认** |  | 所有指令都需要用户确认 |
+| **人工确认** | 所有指令都需要用户确认 |
-| **无限制** |  | 直接执行，不检查 |
 
 ### 检查流程
 
@@ -171,22 +179,22 @@ memory_plugin chat_search 图像生成
 工具调用 → safety.check()
   ├─ 快速预检（读取/查询类）→ 直接放行
   ├─ 普通模式 → AI 独立分析风险
-  │   ├─ safe=true → 放行
+  │   ├─ safe → 放行
-  │   └─ safe=false → 展示风险等级+影响，y/n 确认
+  │   └─ unsafe → 展示风险等级+影响，y/n 确认
   └─ 特殊指令（rm/delete/chmod）→ 始终确认
 ```
 
-### 代码沙箱
+### 代码执行
 
 独立的安全代码执行环境：
 - AST 级危险代码检测
-- 模块白名单（阻断 os/subprocess/socket 等 25 个模块）
+- 模块白名单（阻断 25 个高危模块）
 - 子进程隔离执行
 - 内存限制
 
-##  MCP 协议支持
+## MCP 协议支持
 
-所有 17 个插件均实现 MCP (Model Context Protocol) 定义，支持三种工具调用协议：
+所有 19 个插件均实现 MCP (Model Context Protocol) 定义，支持三种工具调用协议：
 
 | 协议 | 说明 |
 |------|------|
@@ -194,110 +202,112 @@ memory_plugin chat_search 图像生成
 | **FC** | OpenAI Function Calling 原生调用 |
 | **JSON** | 传统 `{"action": "use_tool", ...}` 格式 |
 
-`fc_tools.py` 自动将 MCP 定义转换为 OpenAI FC 格式，支持混合响应解析。
+## 命令列表
-
-##  命令列表
 
 | 命令 | 说明 |
 |------|------|
 | `/help` | 显示帮助 |
-| `/safe` | 切换安全模式（普通→人工→无限制） |
+| `/safe` | 切换安全模式 |
 | `/engine list` | 列出可用引擎 |
 | `/engine switch <引擎>` | 切换引擎 |
 | `/engine.openai models` | 列出 OpenAI 引擎模型 |
 | `/chat save/list/open` | 聊天记录管理 |
 | `/file.read <路径>` | 读取文件 |
-| `/remote` | Clawli 远程连接帮助 |
+| `/remote` | 远程连接帮助 |
 | `/notify` | 切换任务完成通知 |
 | `/scheduler` / `/remind` | 管理定时任务 |
 | `/memory` | 管理记忆系统 |
 | `/tui` | 切换 TUI 模式 |
 | `/quit` | 退出 |
 
-##  Web UI
+## Web UI
 
-纯静态 HTML 界面，无需后端，浏览器直接打开。
+WebSocket 实时交互界面，支持完整的 AI 对话体验。
 
 ```bash
+# 方式 1: 启动 WebSocket 后端（推荐）
+python webui_server.py --port 8080
+# 浏览器访问 http://localhost:8080
+
+# 方式 2: 直接打开静态页面
+start webui.html       # Windows
 open webui.html        # macOS
 xdg-open webui.html    # Linux
-start webui.html       # Windows
 ```
 
-##  项目结构
+## 项目结构
 
 ```
 xiaoli-cli/
 ├── ai_cli.py                   # 主入口
-├── webui.html                  # Web UI 界面 (纯静态 HTML)
+├── webui.html                  # Web UI 界面
-├── launcher.py                 # 智能启动器（自动检测环境/安装依赖）
+├── webui_server.py             # Web UI 后端
+├── launcher.py                 # 智能启动器
 ├── config.json.example         # 配置模板
-├── easter_egg.py               #  彩蛋
+├── easter_egg.py               # 彩蛋
-│
 ├── xcli_core/                  # 核心模块
 │   ├── cli_core.py             # 主循环 + 提示词构建
 │   ├── cli_base.py             # 初始化 + 引擎/插件加载
-│   ├── cli_tools.py            # 工具调用执行（支持 MCP/FC/JSON）
+│   ├── cli_tools.py            # 工具调用执行
-│   ├── cli_clawli.py           # Clawli 远程模式
+│   ├── cli_clawli.py           # 远程模式
-│   ├── cli_code_exec.py        # 代码沙箱执行
+│   ├── cli_code_exec.py        # 代码执行
 │   ├── cli_display.py          # 显示输出
 │   ├── cli_history.py          # 聊天记录
 │   ├── config.py               # 配置管理
 │   ├── constants.py            # 常量定义
 │   ├── fc_tools.py             # MCP → FC 格式转换
-│   ├── memory.py               # 记忆系统（长期记忆+日记+搜索+压缩）
+│   ├── memory.py               # 记忆系统
 │   ├── notification.py         # 跨平台系统通知
-│   ├── plugin_manager.py       # 插件管理器（Liugin/Plugin 双协议）
+│   ├── plugin_manager.py       # 插件管理器
-│   ├── safety.py               # 统一安全层（AI 风险分析）
+│   ├── safety.py               # 统一安全层
-│   ├── sandbox.py              # 代码安全沙箱（AST 级检测）
+│   ├── sandbox.py              # 代码安全沙箱
-│   └── tui.py                  # TUI 界面（Textual + 动画）
+│   └── tui.py                  # TUI 界面
-│
 ├── ai_engines/                 # AI 引擎
-│   ├── ollama_engine.py        # Ollama 本地模型
+│   ├── ollama_engine.py
-│   └── openai_engine.py        # OpenAI 兼容格式
+│   └── openai_engine.py
-│
+├── plugins/                    # 插件 (19 个)
-├── plugins/                    # 插件 (17 个)
+│   ├── code_editor.py
-│   ├── code_editor.py          # 代码编辑+搜索 (24 操作)
+│   ├── git_tools.py
-│   ├── git_tools.py            # Git 版本控制 (17 操作)
+│   ├── cmd_executor.py
-│   ├── cmd_executor.py         # Shell 命令执行
+│   ├── file_manager.py
-│   ├── file_manager.py         # 文件管理 (10 操作)
+│   ├── auto_engineer.py
-│   ├── auto_engineer.py        # 工程化自动化 (12 操作)
+│   ├── task_manager.py
-│   ├── task_manager.py         # 任务管理
+│   ├── sub_agent.py
-│   ├── sub_agent.py            # 子 Agent 系统 (8 操作)
+│   ├── browser_auto.py
-│   ├── browser_auto.py         # 浏览器自动化 (28 操作)
+│   ├── gui_auto.py
-│   ├── image_generator.py      # 图像生成 (7 操作) ⭐ NEW
+│   ├── ai_image.py
-│   ├── memory_plugin.py        # 记忆系统 (11 操作) ⭐ NEW
+│   ├── image_generator.py
-│   ├── scheduler.py            # 定时任务
+│   ├── memory_plugin.py
-│   ├── tool_search.py          # 工具搜索
+│   ├── scheduler.py
-│   ├── network_tools.py        # 网络工具
+│   ├── tool_search.py
-│   ├── ai_search.py            # AI 搜索
+│   ├── network_tools.py
-│   ├── frontend_tester.py      # 前端测试
+│   ├── ai_search.py
-│   ├── speech_recognition.py   # 语音识别
+│   ├── frontend_tester.py
-│   └── send_image.py           # 图片发送
+│   ├── speech_recognition.py
-│
+│   └── send_image.py
-├── skills/                     # 技能 (Skill 协议)
+├── skills/                     # 技能
-├── image_engine/               # 图像识别引擎（Ollama 视觉模型）
+├── image_engine/               # 图像识别引擎
-├── tests/                      # 测试套件 (113 用例)
+├── tests/                      # 测试套件 (150+ 用例)
 ├── love.txt                    # 彩蛋情话
 └── about.txt                   # 关于信息
 ```
 
-##  测试
+## 测试
 
 ```bash
-# 运行全部测试 (113 用例)
+# 运行全部测试
 python -m pytest tests/ -v
 
 # 语法检查
 python -c "import py_compile; py_compile.compile('ai_cli.py', doraise=True)"
 ```
 
-##  插件开发
+## 插件开发
 
 小狸支持 `Liugin`（自研协议）和 `Plugin`（通用协议）两种类名，均可被插件管理器自动识别：
 
 ```python
-class Plugin:  # 或 class Liugin
+class Plugin:
     """我的插件"""
 
     def __init__(self):
@@ -331,13 +341,13 @@ class Plugin:  # 或 class Liugin
         return "处理结果"
 ```
 
-##  许可证
+## 许可证
 
 [MIT License](LICENSE)
 
-##  链接
+## 链接
 
--  Gitee: https://gitee.com/shuiyu1123/xiaoli-cli
+- Gitee: https://gitee.com/shuiyu1123/xiaoli-cli
--  [更新日志](CHANGELOG.md)
+- 插件仓库: https://gitee.com/shuiyu1123/xiaoli-cli-plugins
--  [使用指南](HELP.md)
+- [更新日志](CHANGELOG.md)
--  [AI 编程助手横评](compare.html)
+- [使用指南](HELP.md)

ai_engines/ollama_engine.py

@@ -122,6 +122,13 @@ Ollama AI引擎插件帮助信息
             if not self.is_service_running:
                 return "错误:Ollama服务未运行,请启动Ollama服务后再使用此引擎."
 
+            # 检查模型是否已配置
+            if not self.model or not self.model.strip():
+                return ("错误:Ollama模型未配置。请执行以下操作:\n"
+                        "  1. /engine.ollama models  → 查看本地可用模型\n"
+                        "  2. /engine.ollama set <模型名>  → 设置要使用的模型\n"
+                        "  或编辑 config.json 中 api.engines.ollama.model 字段")
+
             # 如果有工具结果,将其作为上下文返回给AI处理
             if tool_results:
                 tool_result_text = f"工具执行结果: {tool_results.get('result', '无结果')}"

plugin_registry.json

@@ -0,0 +1,30 @@
+{
+  "version": 1,
+  "description": "小狸 CLI 插件码注册表 - 通过 /plugin install <插件码> 安装",
+  "plugins": {
+    "dglab": {
+      "name": "DG-Lab 郊狼 WebSocket 控制",
+      "description": "基于 DG-LAB-OPENSOURCE 官方 Socket V2 协议，支持郊狼 3.0 脉冲主机远程控制",
+      "author": "xiaoli-cli-plugins",
+      "version": "1.0.0",
+      "file": "dglab_ws.py",
+      "url": "https://gitee.com/shuiyu1123/xiaoli-cli-plugins/raw/master/dglab_ws/dglab_ws.py",
+      "docs": "https://gitee.com/shuiyu1123/xiaoli-cli-plugins/raw/master/dglab_ws/README.md",
+      "deps": ["websocket-client"],
+      "optional_deps": ["qrcode"],
+      "keywords": ["dg-lab", "dglab", "郊狼", "coyote", "websocket", "脉冲"]
+    },
+    "onebot": {
+      "name": "OneBot v11 QQ 机器人",
+      "description": "让 xiaoli-cli 成为 QQ 机器人，连接 go-cqhttp/Lagrange/LLOneBot 等 OneBot 实现",
+      "author": "xiaoli-cli-plugins",
+      "version": "1.0.0",
+      "file": "onebot.py",
+      "url": "https://gitee.com/shuiyu1123/xiaoli-cli-plugins/raw/master/onebot/onebot.py",
+      "docs": "https://gitee.com/shuiyu1123/xiaoli-cli-plugins/raw/master/onebot/README.md",
+      "deps": ["websocket-client"],
+      "optional_deps": [],
+      "keywords": ["onebot", "qq", "机器人", "bot", "go-cqhttp", "lagrange", "群聊", "私聊"]
+    }
+  }
+}

plugins/ai_image.py

@@ -0,0 +1,589 @@
+"""
+AI 生图插件 - 基于 ai.2x.nz 自然语言生图接口
+支持自然语言描述、直接 Tag、工作流切换、画风选择等
+"""
+
+import os
+import json
+import time
+import threading
+import hashlib
+import re
+from datetime import datetime
+from urllib.parse import quote
+
+try:
+    import requests
+    REQUESTS_AVAILABLE = True
+except ImportError:
+    REQUESTS_AVAILABLE = False
+
+try:
+    import websocket
+    WEBSOCKET_AVAILABLE = True
+except ImportError:
+    WEBSOCKET_AVAILABLE = False
+
+
+class Liugin:
+    """AI 生图插件 - 调用 ai.2x.nz 接口生成图片"""
+
+    BASE_URL = "https://ai.2x.nz"
+    WS_URL = "wss://ai.2x.nz/ws/run"
+    API_URL = "https://ai.2x.nz/api"
+
+    # 保存目录
+    DEFAULT_SAVE_DIR = "generated_images"
+
+    def __init__(self):
+        self.usage = """AI 生图工具 - 基于自然语言描述生成图片
+
+基本用法:
+  generate <描述>                     - 用自然语言描述生成图片
+  tag <直接Tag>                       - 用 Danbooru Tag 生成图片
+  both <Tag> <<<>>> <描述>            - 同时使用 Tag 和自然语言
+
+高级用法:
+  workflows                           - 列出所有可用工作流
+  switch <工作流名>                   - 切换工作流
+  width <数值>                        - 设置图片宽度 (最大1344)
+  height <数值>                       - 设置图片高度 (最大1344)
+  size <宽> <高>                      - 同时设置宽高
+  rewrite on|off                      - 改写模式开关
+  override on|off                     - 覆写模式开关
+  status                              - 查看当前状态和配置
+
+示例:
+  ai_image generate 一个可爱的猫耳少女，樱花背景
+  ai_image tag 1girl, cat_ears, cherry_blossoms, smile
+  ai_image both 1girl, cat_ears <<<>>> 一个可爱的猫耳少女在樱花树下微笑
+  ai_image workflows
+  ai_image switch WAI - 37.json
+  ai_image size 1024 1024
+  ai_image rewrite on
+"""
+        self.cli = None
+        self.save_dir = self.DEFAULT_SAVE_DIR
+
+        # 配置状态
+        self.current_workflow = None
+        self.direct_prompt = ""
+        self.nl_prompt = ""
+        self.rewrite = False
+        self.override = False
+        self.width = None
+        self.height = None
+        self.workflows_cache = None
+        self.is_generating = False
+
+    def set_cli(self, cli):
+        """设置 CLI 实例引用"""
+        self.cli = cli
+        # 注册插件命令
+        if hasattr(cli, 'register_liugin_command'):
+            cli.register_liugin_command('ai_image', self.command_handler)
+
+    def get_tool_info(self):
+        return {
+            "name": "ai_image",
+            "description": "AI 生图工具 — 基于 ai.2x.nz 接口，支持自然语言描述和 Danbooru Tag 生成图片。当用户想要生成图片、画图、AI绘画、生图时使用此工具。",
+            "keywords": [
+                "生图", "画图", "图片", "AI绘画", "生成图片", "image", "generate",
+                "draw", "绘画", "插画", "二次元", "动漫", "Danbooru", "tag",
+                "工作流", "workflow", "ComfyUI"
+            ],
+            "usage": self.usage
+        }
+
+    def get_mcp_definition(self):
+        return {
+            "name": "ai_image",
+            "description": "AI 生图工具，基于 ai.2x.nz 接口生成图片",
+            "inputSchema": {
+                "type": "object",
+                "properties": {
+                    "operation": {
+                        "type": "string",
+                        "enum": ["generate", "tag", "both", "workflows", "switch", "size", "status"],
+                        "description": "操作类型"
+                    },
+                    "prompt": {
+                        "type": "string",
+                        "description": "生成提示词"
+                    }
+                },
+                "required": ["operation"]
+            }
+        }
+
+    def convert_mcp_args(self, arguments):
+        op = arguments.get("operation", "")
+        prompt = arguments.get("prompt", "")
+        return f"{op} {prompt}"
+
+    def command_handler(self, args):
+        """处理 /ai_image 命令"""
+        return self.handle(args)
+
+    def handle(self, args):
+        """处理 AI 生图请求"""
+        if not REQUESTS_AVAILABLE:
+            return "❌ 缺少 requests 库，请运行: pip install requests"
+
+        args = args.strip()
+        if not args:
+            return self.usage
+
+        # 解析操作
+        parts = args.split(maxsplit=1)
+        operation = parts[0].lower()
+        remaining = parts[1] if len(parts) > 1 else ""
+
+        try:
+            if operation in ["generate", "gen", "g"]:
+                return self._cmd_generate(remaining)
+            elif operation in ["tag", "t", "direct", "d"]:
+                return self._cmd_tag(remaining)
+            elif operation in ["both", "b"]:
+                return self._cmd_both(remaining)
+            elif operation in ["workflows", "wf", "list"]:
+                return self._cmd_workflows()
+            elif operation in ["switch", "sw"]:
+                return self._cmd_switch(remaining)
+            elif operation in ["width", "w"]:
+                return self._cmd_set_width(remaining)
+            elif operation in ["height", "h"]:
+                return self._cmd_set_height(remaining)
+            elif operation in ["size", "s"]:
+                return self._cmd_set_size(remaining)
+            elif operation in ["rewrite", "rw"]:
+                return self._cmd_set_rewrite(remaining)
+            elif operation in ["override", "ov"]:
+                return self._cmd_set_override(remaining)
+            elif operation in ["status", "st"]:
+                return self._cmd_status()
+            elif operation in ["help", "?"]:
+                return self.usage
+            else:
+                # 尝试当作自然语言描述处理
+                return self._cmd_generate(args)
+        except Exception as e:
+            return f"❌ 操作失败: {str(e)}"
+
+    # ── 命令实现 ──
+
+    def _cmd_generate(self, prompt):
+        """自然语言生成图片"""
+        if not prompt.strip():
+            return "❌ 请提供描述内容。示例: ai_image generate 一个可爱的猫耳少女"
+
+        self.nl_prompt = prompt.strip()
+        self.direct_prompt = ""
+        self.override = False
+        return self._run_generation()
+
+    def _cmd_tag(self, tags):
+        """使用直接 Tag 生成图片"""
+        if not tags.strip():
+            return "❌ 请提供 Tag 内容。示例: ai_image tag 1girl, cat_ears, smile"
+
+        self.direct_prompt = tags.strip()
+        self.nl_prompt = ""
+        self.override = True
+        return self._run_generation()
+
+    def _cmd_both(self, args):
+        """同时使用 Tag 和自然语言"""
+        if "<<<>>>" in args:
+            parts = args.split("<<<>>>", 1)
+            self.direct_prompt = parts[0].strip()
+            self.nl_prompt = parts[1].strip()
+        else:
+            # 尝试用 || 分隔
+            if "||" in args:
+                parts = args.split("||", 1)
+                self.direct_prompt = parts[0].strip()
+                self.nl_prompt = parts[1].strip()
+            else:
+                return "❌ 格式错误。用法: ai_image both <Tag> <<<>>> <描述>"
+
+        self.override = False
+        return self._run_generation()
+
+    def _cmd_workflows(self):
+        """列出所有工作流"""
+        workflows = self._fetch_workflows()
+        if not workflows:
+            return "❌ 获取工作流列表失败"
+
+        result = f"📂 共 {len(workflows)} 个工作流:\n\n"
+        for i, wf in enumerate(workflows, 1):
+            name = wf.get("path", "未知")
+            current = " ← [当前]" if name == self.current_workflow else ""
+            result += f"  {i:2d}. {name}{current}\n"
+
+        result += f"\n💡 使用 'ai_image switch <工作流名>' 切换工作流"
+        return result
+
+    def _cmd_switch(self, name):
+        """切换工作流"""
+        if not name.strip():
+            return "❌ 请提供工作流名称。先用 'ai_image workflows' 查看列表"
+
+        # 模糊匹配
+        workflows = self._fetch_workflows()
+        if not workflows:
+            return "❌ 获取工作流列表失败"
+
+        matched = None
+        name_lower = name.strip().lower()
+        for wf in workflows:
+            wf_path = wf.get("path", "")
+            if name_lower == wf_path.lower():
+                matched = wf_path
+                break
+            if name_lower in wf_path.lower():
+                matched = wf_path
+
+        if not matched:
+            # 尝试数字索引
+            try:
+                idx = int(name.strip()) - 1
+                if 0 <= idx < len(workflows):
+                    matched = workflows[idx].get("path", "")
+            except ValueError:
+                pass
+
+        if not matched:
+            return f"❌ 未找到匹配的工作流: {name}\n💡 先用 'ai_image workflows' 查看列表"
+
+        self.current_workflow = matched
+        return f"✅ 已切换工作流: {matched}"
+
+    def _cmd_set_width(self, val):
+        """设置宽度"""
+        try:
+            w = int(val.strip())
+            if w < 64 or w > 1344:
+                return "❌ 宽度范围: 64 ~ 1344"
+            self.width = w
+            return f"✅ 宽度已设置为: {w}"
+        except ValueError:
+            return "❌ 请输入有效数字"
+
+    def _cmd_set_height(self, val):
+        """设置高度"""
+        try:
+            h = int(val.strip())
+            if h < 64 or h > 1344:
+                return "❌ 高度范围: 64 ~ 1344"
+            self.height = h
+            return f"✅ 高度已设置为: {h}"
+        except ValueError:
+            return "❌ 请输入有效数字"
+
+    def _cmd_set_size(self, val):
+        """同时设置宽高"""
+        parts = val.strip().split()
+        if len(parts) < 2:
+            return "❌ 用法: ai_image size <宽> <高>"
+        try:
+            w, h = int(parts[0]), int(parts[1])
+            if w < 64 or w > 1344 or h < 64 or h > 1344:
+                return "❌ 宽高范围: 64 ~ 1344"
+            self.width = w
+            self.height = h
+            return f"✅ 尺寸已设置为: {w} x {h}"
+        except ValueError:
+            return "❌ 请输入有效数字"
+
+    def _cmd_set_rewrite(self, val):
+        """设置改写模式"""
+        val = val.strip().lower()
+        if val in ["on", "开", "1", "true", "yes"]:
+            self.rewrite = True
+            return "✅ 改写模式已开启 — LLM 将智能重写 prompt"
+        elif val in ["off", "关", "0", "false", "no"]:
+            self.rewrite = False
+            return "✅ 改写模式已关闭 — 普通翻译/追加模式"
+        else:
+            self.rewrite = not self.rewrite
+            status = "开启" if self.rewrite else "关闭"
+            return f"✅ 改写模式已{status}"
+
+    def _cmd_set_override(self, val):
+        """设置覆写模式"""
+        val = val.strip().lower()
+        if val in ["on", "开", "1", "true", "yes"]:
+            self.override = True
+            return "✅ 覆写模式已开启 — 忽略工作流内置 prompt"
+        elif val in ["off", "关", "0", "false", "no"]:
+            self.override = False
+            return "✅ 覆写模式已关闭 — 保留工作流内置 prompt"
+        else:
+            self.override = not self.override
+            status = "开启" if self.override else "关闭"
+            return f"✅ 覆写模式已{status}"
+
+    def _cmd_status(self):
+        """查看当前状态"""
+        result = " AI 生图状态:\n\n"
+        result += f"  工作流: {self.current_workflow or '(默认)'}\n"
+        result += f"  直接 Tag: {self.direct_prompt or '(未设置)'}\n"
+        result += f"  自然语言: {self.nl_prompt or '(未设置)'}\n"
+        result += f"  改写模式: {'✅ 开启' if self.rewrite else '❌ 关闭'}\n"
+        result += f"  覆写模式: {'✅ 开启' if self.override else '❌ 关闭'}\n"
+        result += f"  宽度: {self.width or '(默认)'}\n"
+        result += f"  高度: {self.height or '(默认)'}\n"
+        result += f"  保存目录: {self.save_dir}\n"
+        result += f"  生成中: {'是' if self.is_generating else '否'}\n"
+        return result
+
+    # ── 核心生图逻辑 ──
+
+    def _fetch_workflows(self):
+        """获取工作流列表"""
+        if self.workflows_cache:
+            return self.workflows_cache
+
+        try:
+            resp = requests.get(f"{self.API_URL}/workflows", timeout=15)
+            if resp.status_code == 200:
+                data = resp.json()
+                self.workflows_cache = data.get("workflows", [])
+                return self.workflows_cache
+        except Exception as e:
+            pass
+        return []
+
+    def _run_generation(self):
+        """执行图片生成"""
+        if self.is_generating:
+            return "⚠️ 已有生成任务在进行中，请等待完成"
+
+        if not self.direct_prompt and not self.nl_prompt:
+            return "❌ 请提供至少一种 prompt（直接 Tag 或自然语言描述）"
+
+        self.is_generating = True
+        result_lines = []
+        image_paths = []
+
+        try:
+            # 获取默认工作流（如果未指定则使用列表中第一个）
+            workflow = self.current_workflow
+            if not workflow:
+                workflows = self._fetch_workflows()
+                if workflows:
+                    # 优先选 "无Lora" 工作流，否则用第一个
+                    for wf in workflows:
+                        if "无lora" in wf.get("path", "").lower():
+                            workflow = wf["path"]
+                            break
+                    if not workflow:
+                        workflow = workflows[0].get("path", "")
+
+            # 构建 payload
+            payload = {
+                "workflow_path": workflow or "",
+                "inline_workflow": None,
+                "direct_prompt": self.direct_prompt,
+                "nl_prompt": self.nl_prompt,
+                "rewrite": self.rewrite,
+                "override": self.override,
+                "width": self.width,
+                "height": self.height,
+            }
+
+            result_lines.append("  正在连接 ai.2x.nz ...")
+            result_lines.append(f"  直接 Tag: {self.direct_prompt[:80] or '(无)'}")
+            result_lines.append(f"  自然语言: {self.nl_prompt[:80] or '(无)'}")
+            result_lines.append(f"  工作流: {workflow or '(默认)'}")
+            result_lines.append("")
+
+            # 使用同步方式通过 REST + 轮询获取结果
+            # 由于 websocket-client 可能未安装，提供降级方案
+            if WEBSOCKET_AVAILABLE:
+                images = self._generate_via_ws(payload, result_lines)
+            else:
+                # 降级：尝试使用 requests + SSE 或提示安装
+                result_lines.append("⚠️ websocket-client 未安装，尝试安装...")
+                images = self._generate_via_ws_fallback(payload, result_lines)
+
+            if images:
+                image_paths = images
+                result_lines.append(f"\n✅ 生成完成！共 {len(images)} 张图片")
+                for i, path in enumerate(images, 1):
+                    result_lines.append(f"   {i}. {path}")
+            else:
+                result_lines.append("\n❌ 未生成任何图片")
+
+        except Exception as e:
+            result_lines.append(f"\n❌ 生成失败: {str(e)}")
+        finally:
+            self.is_generating = False
+
+        return "\n".join(result_lines)
+
+    def _generate_via_ws(self, payload, result_lines):
+        """通过 WebSocket 生成图片"""
+        images = []
+        final_prompt = ""
+        error_msg = None
+
+        ws_result = {"images": [], "error": None, "final_prompt": "", "done": False}
+
+        def on_message(ws, message):
+            try:
+                m = json.loads(message)
+                msg_type = m.get("type", "")
+
+                if msg_type == "log":
+                    result_lines.append(f"  {m.get('message', '')}")
+                elif msg_type == "llm_start":
+                    result_lines.append(" LLM 正在处理 prompt...")
+                elif msg_type == "llm_chunk":
+                    pass  # 流式输出，不逐块显示
+                elif msg_type == "llm_done":
+                    result_lines.append(" LLM 处理完成")
+                elif msg_type == "progress":
+                    node = m.get("node", "")
+                    value = m.get("value", 0)
+                    max_val = m.get("max", 0)
+                    if max_val and max_val > 1:
+                        pct = int(value * 100 / max_val)
+                        result_lines.append(f"⏳ 进度: {node} {value}/{max_val} ({pct}%)")
+                    else:
+                        result_lines.append(f"⏳ 执行: {node}")
+                elif msg_type == "prompt_id":
+                    fp = m.get("final_prompt", "")
+                    if fp:
+                        ws_result["final_prompt"] = fp
+                        result_lines.append(f"\n  最终 Prompt:\n{fp[:300]}{'...' if len(fp) > 300 else ''}\n")
+                elif msg_type == "image":
+                    url = m.get("url", "")
+                    filename = m.get("filename", "")
+                    if url:
+                        # 下载图片
+                        saved = self._download_image(url, filename)
+                        if saved:
+                            ws_result["images"].append(saved)
+                            result_lines.append(f"  收到图片: {filename}")
+                elif msg_type == "done":
+                    count = m.get("count", 0)
+                    result_lines.append(f"✅ 服务端完成，共 {count} 张")
+                    ws_result["done"] = True
+                    ws.close()
+                elif msg_type == "error":
+                    ws_result["error"] = m.get("message", "未知错误")
+                    result_lines.append(f"❌ 错误: {ws_result['error']}")
+                    ws.close()
+            except Exception as e:
+                result_lines.append(f"⚠️ 解析消息出错: {e}")
+
+        def on_error(ws, error):
+            ws_result["error"] = str(error)
+            result_lines.append(f"❌ WebSocket 错误: {error}")
+
+        def on_close(ws, close_status_code, close_msg):
+            ws_result["done"] = True
+
+        def on_open(ws):
+            ws.send(json.dumps(payload))
+
+        try:
+            ws = websocket.WebSocketApp(
+                self.WS_URL,
+                on_message=on_message,
+                on_error=on_error,
+                on_close=on_close,
+                on_open=on_open
+            )
+
+            # 在独立线程中运行 WebSocket
+            ws_thread = threading.Thread(target=ws.run_forever, kwargs={"ping_timeout": 10})
+            ws_thread.daemon = True
+            ws_thread.start()
+
+            # 等待完成（最多 5 分钟）
+            timeout = 300
+            start = time.time()
+            while not ws_result["done"] and (time.time() - start) < timeout:
+                time.sleep(1)
+
+            if ws_result["error"]:
+                raise Exception(ws_result["error"])
+
+            if not ws_result["done"]:
+                ws.close()
+                raise Exception("生成超时（超过 5 分钟）")
+
+            return ws_result["images"]
+
+        except Exception as e:
+            raise Exception(f"WebSocket 连接失败: {e}")
+
+    def _generate_via_ws_fallback(self, payload, result_lines):
+        """降级方案：尝试自动安装 websocket-client"""
+        try:
+            import subprocess
+            result_lines.append("  正在安装 websocket-client ...")
+            subprocess.run(
+                ["pip", "install", "websocket-client"],
+                capture_output=True, timeout=60
+            )
+            import importlib
+            global websocket
+            websocket = importlib.import_module("websocket")
+            global WEBSOCKET_AVAILABLE
+            WEBSOCKET_AVAILABLE = True
+            result_lines.append("✅ websocket-client 安装成功")
+            return self._generate_via_ws(payload, result_lines)
+        except Exception as e:
+            result_lines.append(f"❌ 无法安装 websocket-client: {e}")
+            result_lines.append("💡 请手动运行: pip install websocket-client")
+            return []
+
+    def _download_image(self, url, filename):
+        """下载图片到本地"""
+        try:
+            # 确保 URL 是完整的
+            if url.startswith("/"):
+                url = f"{self.BASE_URL}{url}"
+            elif not url.startswith("http"):
+                url = f"{self.BASE_URL}/api/output/file?path={quote(url)}"
+
+            # 创建保存目录
+            os.makedirs(self.save_dir, exist_ok=True)
+
+            # 生成文件名
+            if not filename:
+                filename = f"img_{datetime.now().strftime('%Y%m%d_%H%M%S')}.png"
+
+            # 清理文件名
+            filename = re.sub(r'[<>:"/\\|?*]', '_', filename)
+            save_path = os.path.join(self.save_dir, filename)
+
+            # 如果文件已存在，添加序号
+            if os.path.exists(save_path):
+                name, ext = os.path.splitext(filename)
+                for i in range(1, 100):
+                    new_path = os.path.join(self.save_dir, f"{name}_{i}{ext}")
+                    if not os.path.exists(new_path):
+                        save_path = new_path
+                        break
+
+            # 下载
+            resp = requests.get(url, timeout=60, stream=True)
+            if resp.status_code == 200:
+                with open(save_path, 'wb') as f:
+                    for chunk in resp.iter_content(chunk_size=8192):
+                        f.write(chunk)
+                return save_path
+            else:
+                return None
+
+        except Exception as e:
+            return None
+
+
+# 兼容 Liugin 类名

plugins/auto_engineer.py

@@ -10,7 +10,7 @@ import subprocess
 from typing import Tuple, List
 
 
-class Plugin:
+class Liugin:
     """工程化工具 - lint/format/test/build + 代码分析"""
 
     def __init__(self):

plugins/bookmark_manager.py

@@ -0,0 +1,489 @@
+"""
+书签管理器插件 - 管理开发相关链接和资源
+支持分类、标签、搜索、导入导出，JSON 持久化
+"""
+
+import json
+import os
+import hashlib
+import time
+from datetime import datetime
+from typing import List, Optional
+
+
+class Liugin:
+    """书签管理器 - 开发资源和链接管理"""
+
+    def __init__(self):
+        self.usage = """书签管理器
+
+操作:
+  add <URL> -n <名称> [-c 分类] [-t 标签1,标签2] [-d 描述]
+                                  - 添加书签
+  list [-c 分类] [-t 标签]       - 列出书签
+  open <名称或ID>                - 获取书签 URL
+  search <关键词>                 - 搜索书签
+  delete <名称或ID>              - 删除书签
+  edit <名称或ID> [-n 名称] [-d 描述] [-c 分类] [-t 标签]
+                                  - 编辑书签
+  categories                     - 列出所有分类
+  tags                           - 列出所有标签
+  export [文件]                  - 导出书签
+  import <文件>                  - 导入书签
+  stats                          - 统计信息
+  recent [-n 数量]               - 最近添加的书签
+  check                          - 检查书签是否可访问
+  favicon <URL>                  - 获取网站 favicon URL
+
+示例:
+  bookmark_manager add https://github.com -n GitHub -c 开发 -t 代码,托管 -d 代码托管平台
+  bookmark_manager list -c 开发
+  bookmark_manager search github
+  bookmark_manager open GitHub
+  bookmark_manager categories
+"""
+        self.cli = None
+        self.bookmarks_file = "bookmarks.json"
+        self.bookmarks = []
+        self._load_bookmarks()
+
+    def set_cli(self, cli):
+        self.cli = cli
+
+    def get_tool_info(self):
+        return {
+            "name": "bookmark_manager",
+            "description": "书签管理器 - 管理开发相关链接和资源，支持分类、标签、搜索",
+            "keywords": ["书签", "链接", "收藏", "bookmark", "网址", "资源", "网站", "URL"],
+            "usage": self.usage
+        }
+
+    def get_mcp_definition(self):
+        return {
+            "name": "bookmark_manager",
+            "description": "书签管理器，支持添加、搜索、获取、删除书签",
+            "inputSchema": {
+                "type": "object",
+                "properties": {
+                    "operation": {
+                        "type": "string",
+                        "enum": ["add", "list", "open", "search", "delete",
+                                 "edit", "categories", "tags", "export",
+                                 "import", "stats", "recent", "check"],
+                        "description": "操作类型"
+                    },
+                    "url": {"type": "string", "description": "URL"},
+                    "name": {"type": "string", "description": "书签名称"},
+                    "category": {"type": "string", "description": "分类"},
+                    "tags": {"type": "string", "description": "标签（逗号分隔）"},
+                    "description": {"type": "string", "description": "描述"},
+                    "keyword": {"type": "string", "description": "搜索关键词"},
+                    "file": {"type": "string", "description": "文件路径"},
+                    "count": {"type": "integer", "description": "数量"}
+                },
+                "required": ["operation"]
+            }
+        }
+
+    def convert_mcp_args(self, arguments):
+        op = arguments.get("operation", "")
+        name = arguments.get("name", "")
+        return f"{op} {name}".strip()
+
+    def _load_bookmarks(self):
+        try:
+            if os.path.exists(self.bookmarks_file):
+                with open(self.bookmarks_file, 'r', encoding='utf-8') as f:
+                    self.bookmarks = json.load(f)
+        except Exception:
+            self.bookmarks = []
+
+    def _save_bookmarks(self):
+        try:
+            with open(self.bookmarks_file, 'w', encoding='utf-8') as f:
+                json.dump(self.bookmarks, f, ensure_ascii=False, indent=2)
+            return None
+        except Exception as e:
+            return f"保存失败: {e}"
+
+    def _gen_id(self, url: str) -> str:
+        return hashlib.md5(f"{url}{time.time()}".encode()).hexdigest()[:8]
+
+    def handle(self, args: str) -> str:
+        try:
+            parts = self._parse_args(args)
+            if not parts:
+                return self._op_list([])
+
+            operation = parts[0].lower()
+            handlers = {
+                "add": self._op_add,
+                "list": self._op_list,
+                "open": self._op_open,
+                "search": self._op_search,
+                "delete": self._op_delete,
+                "edit": self._op_edit,
+                "categories": self._op_categories,
+                "tags": self._op_tags,
+                "export": self._op_export,
+                "import": self._op_import,
+                "stats": self._op_stats,
+                "recent": self._op_recent,
+                "check": self._op_check,
+                "favicon": self._op_favicon,
+            }
+
+            handler = handlers.get(operation)
+            if not handler:
+                return f"错误：不支持的操作 '{operation}'"
+            return handler(parts[1:])
+
+        except Exception as e:
+            return f"书签管理错误: {str(e)}"
+
+    def _parse_args(self, args: str) -> List[str]:
+        parts, current, in_quotes, qc = [], "", False, None
+        for ch in args:
+            if ch in ('"', "'") and not in_quotes:
+                in_quotes, qc = True, ch
+            elif ch == qc and in_quotes:
+                in_quotes, qc = False, None
+            elif ch == ' ' and not in_quotes:
+                if current:
+                    parts.append(current)
+                    current = ""
+            else:
+                current += ch
+        if current:
+            parts.append(current)
+        return parts
+
+    def _op_add(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 URL"
+        url = args[0]
+        name, category, tags, desc = "", "", [], ""
+
+        i = 1
+        while i < len(args):
+            if args[i] == "-n" and i + 1 < len(args):
+                name = args[i + 1]; i += 1
+            elif args[i] == "-c" and i + 1 < len(args):
+                category = args[i + 1]; i += 1
+            elif args[i] == "-t" and i + 1 < len(args):
+                tags = [t.strip() for t in args[i + 1].split(",") if t.strip()]; i += 1
+            elif args[i] == "-d" and i + 1 < len(args):
+                desc = args[i + 1]; i += 1
+            i += 1
+
+        if not name:
+            # 从 URL 推断名称
+            from urllib.parse import urlparse
+            parsed = urlparse(url if '://' in url else 'https://' + url)
+            name = parsed.netloc.replace('www.', '').split('.')[0].capitalize()
+            url = parsed.geturl()
+
+        # 检查重复
+        for b in self.bookmarks:
+            if b["url"] == url:
+                return f"错误：URL 已存在 (书签: {b['name']})"
+
+        bookmark = {
+            "id": self._gen_id(url),
+            "name": name,
+            "url": url,
+            "category": category,
+            "tags": tags,
+            "description": desc,
+            "created_at": datetime.now().strftime("%Y-%m-%d %H:%M:%S"),
+            "access_count": 0
+        }
+        self.bookmarks.append(bookmark)
+        err = self._save_bookmarks()
+        if err:
+            return err
+        return f"✅ 已添加书签 '{name}'\n   URL: {url}\n   分类: {category or '未分类'}"
+
+    def _op_list(self, args: List[str]) -> str:
+        cat_filter, tag_filter = None, None
+        i = 0
+        while i < len(args):
+            if args[i] == "-c" and i + 1 < len(args):
+                cat_filter = args[i + 1].lower(); i += 1
+            elif args[i] == "-t" and i + 1 < len(args):
+                tag_filter = args[i + 1].lower(); i += 1
+            i += 1
+
+        filtered = self.bookmarks
+        if cat_filter:
+            filtered = [b for b in filtered if b.get("category", "").lower() == cat_filter]
+        if tag_filter:
+            filtered = [b for b in filtered if any(tag_filter in t.lower() for t in b.get("tags", []))]
+
+        if not filtered:
+            return "📭 没有找到书签"
+
+        # 按分类分组
+        grouped = {}
+        for b in filtered:
+            cat = b.get("category", "未分类")
+            grouped.setdefault(cat, []).append(b)
+
+        result = f"\n  书签列表 (共 {len(filtered)} 个)\n"
+        result += "═" * 55 + "\n"
+
+        for cat, items in sorted(grouped.items()):
+            result += f"\n  {cat} ({len(items)} 个)\n"
+            result += "─" * 45 + "\n"
+            for b in items:
+                tags = ", ".join(b.get("tags", [])) if b.get("tags") else ""
+                result += f"  [{b['id']}] {b['name']}\n"
+                result += f"     {b['url']}\n"
+                if tags:
+                    result += f"    ️  {tags}\n"
+                if b.get("description"):
+                    result += f"    {b['description'][:50]}\n"
+                result += "\n"
+
+        return result.rstrip()
+
+    def _op_open(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供书签名称或 ID"
+        key = args[0]
+        bookmark = self._find_bookmark(key)
+        if not bookmark:
+            return f"❌ 未找到书签: {key}"
+
+        bookmark["access_count"] = bookmark.get("access_count", 0) + 1
+        self._save_bookmarks()
+
+        return (f"  {bookmark['name']}\n"
+                f"   URL: {bookmark['url']}\n"
+                f"   访问次数: {bookmark.get('access_count', 0)}")
+
+    def _op_search(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供搜索关键词"
+        keyword = " ".join(args).lower()
+
+        results = []
+        for b in self.bookmarks:
+            searchable = f"{b['name']} {b['url']} {b.get('description', '')} {' '.join(b.get('tags', []))} {b.get('category', '')}".lower()
+            if keyword in searchable:
+                results.append(b)
+
+        if not results:
+            return f" 未找到匹配 '{keyword}' 的书签"
+
+        output = f"  搜索结果 ({len(results)} 个):\n"
+        output += "─" * 50 + "\n"
+        for b in results:
+            output += f"  [{b['id']}] {b['name']} - {b['url']}\n"
+            if b.get("description"):
+                output += f"    {b['description'][:40]}\n"
+        return output.rstrip()
+
+    def _op_delete(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供书签名称或 ID"
+        key = args[0]
+        for i, b in enumerate(self.bookmarks):
+            if b["name"].lower() == key.lower() or b["id"] == key:
+                removed = self.bookmarks.pop(i)
+                self._save_bookmarks()
+                return f" ️  已删除书签: {removed['name']} ({removed['url']})"
+        return f"❌ 未找到书签: {key}"
+
+    def _op_edit(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供书签名称或 ID"
+        key = args[0]
+        bookmark = self._find_bookmark(key)
+        if not bookmark:
+            return f"❌ 未找到书签: {key}"
+
+        i = 1
+        while i < len(args):
+            if args[i] == "-n" and i + 1 < len(args):
+                bookmark["name"] = args[i + 1]; i += 1
+            elif args[i] == "-d" and i + 1 < len(args):
+                bookmark["description"] = args[i + 1]; i += 1
+            elif args[i] == "-c" and i + 1 < len(args):
+                bookmark["category"] = args[i + 1]; i += 1
+            elif args[i] == "-t" and i + 1 < len(args):
+                bookmark["tags"] = [t.strip() for t in args[i + 1].split(",") if t.strip()]; i += 1
+            i += 1
+
+        bookmark["updated_at"] = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+        self._save_bookmarks()
+        return f"✅ 已更新书签: {bookmark['name']}"
+
+    def _op_categories(self, args: List[str]) -> str:
+        cat_count = {}
+        for b in self.bookmarks:
+            cat = b.get("category", "未分类")
+            cat_count[cat] = cat_count.get(cat, 0) + 1
+
+        if not cat_count:
+            return "  暂无分类"
+
+        result = "  分类列表:\n"
+        for cat, count in sorted(cat_count.items(), key=lambda x: -x[1]):
+            bar = "█" * min(count, 20)
+            result += f"   {cat:15s} {bar} ({count})\n"
+        return result.rstrip()
+
+    def _op_tags(self, args: List[str]) -> str:
+        tag_count = {}
+        for b in self.bookmarks:
+            for t in b.get("tags", []):
+                tag_count[t] = tag_count.get(t, 0) + 1
+
+        if not tag_count:
+            return " ️  暂无标签"
+
+        result = " ️  标签列表:\n"
+        for tag, count in sorted(tag_count.items(), key=lambda x: -x[1]):
+            result += f"   {tag} ({count})\n"
+        return result.rstrip()
+
+    def _op_export(self, args: List[str]) -> str:
+        output_file = args[0] if args else "bookmarks_export.json"
+        try:
+            with open(output_file, 'w', encoding='utf-8') as f:
+                json.dump(self.bookmarks, f, ensure_ascii=False, indent=2)
+            return f"✅ 已导出 {len(self.bookmarks)} 个书签到: {output_file}"
+        except Exception as e:
+            return f"❌ 导出失败: {e}"
+
+    def _op_import(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供导入文件路径"
+        file_path = args[0]
+        if not os.path.isfile(file_path):
+            return f"❌ 文件不存在: {file_path}"
+        try:
+            with open(file_path, 'r', encoding='utf-8') as f:
+                imported = json.load(f)
+            if not isinstance(imported, list):
+                return "❌ 文件格式错误：需要 JSON 数组"
+
+            existing_urls = {b["url"] for b in self.bookmarks}
+            added = 0
+            for b in imported:
+                if isinstance(b, dict) and b.get("url") and b["url"] not in existing_urls:
+                    b["id"] = self._gen_id(b["url"])
+                    self.bookmarks.append(b)
+                    existing_urls.add(b["url"])
+                    added += 1
+
+            self._save_bookmarks()
+            return f"✅ 已导入 {added} 个书签 (跳过 {len(imported) - added} 个重复)"
+        except Exception as e:
+            return f"❌ 导入失败: {e}"
+
+    def _op_stats(self, args: List[str]) -> str:
+        total = len(self.bookmarks)
+        if not total:
+            return "📊 暂无书签"
+
+        cat_count = {}
+        total_access = 0
+        for b in self.bookmarks:
+            cat = b.get("category", "未分类")
+            cat_count[cat] = cat_count.get(cat, 0) + 1
+            total_access += b.get("access_count", 0)
+
+        most_accessed = max(self.bookmarks, key=lambda b: b.get("access_count", 0))
+
+        result = f"📊 书签统计\n"
+        result += "─" * 35 + "\n"
+        result += f"   总数: {total}\n"
+        result += f"   总访问: {total_access} 次\n"
+        result += f"   分类数: {len(cat_count)}\n"
+        result += f"   最常访问: {most_accessed['name']} ({most_accessed.get('access_count', 0)} 次)\n"
+        result += f"\n   分类分布:\n"
+        for cat, count in sorted(cat_count.items(), key=lambda x: -x[1]):
+            result += f"     {cat}: {count}\n"
+        return result.rstrip()
+
+    def _op_recent(self, args: List[str]) -> str:
+        count = 5
+        for i, a in enumerate(args):
+            if a == "-n" and i + 1 < len(args):
+                count = int(args[i + 1])
+
+        recent = sorted(self.bookmarks, key=lambda b: b.get("created_at", ""), reverse=True)[:count]
+        if not recent:
+            return "📭 暂无书签"
+
+        result = f"⏰ 最近 {len(recent)} 个书签:\n"
+        for b in recent:
+            result += f"  [{b['id']}] {b['name']} - {b.get('created_at', '')}\n"
+        return result.rstrip()
+
+    def _op_check(self, args: List[str]) -> str:
+        import socket
+        from urllib.parse import urlparse
+
+        bookmarks = self.bookmarks
+        if args:
+            # 检查指定书签
+            bookmark = self._find_bookmark(args[0])
+            if not bookmark:
+                return f"❌ 未找到书签: {args[0]}"
+            bookmarks = [bookmark]
+
+        result = f" ️  书签可访问性检查 ({len(bookmarks)} 个):\n"
+        result += "─" * 50 + "\n"
+
+        for b in bookmarks[:20]:
+            url = b["url"]
+            try:
+                parsed = urlparse(url)
+                host = parsed.netloc or parsed.path.split('/')[0]
+                socket.create_connection((host, 80), timeout=3)
+                result += f"   {b['name']} ({host})\n"
+            except (socket.timeout, socket.error, OSError):
+                result += f"   {b['name']} ({host}) - 不可达\n"
+
+        if len(bookmarks) > 20:
+            result += f"   ... 仅检查前 20 个\n"
+        return result.rstrip()
+
+    def _op_favicon(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 URL"
+        url = args[0]
+        if '://' not in url:
+            url = 'https://' + url
+
+        from urllib.parse import urlparse
+        parsed = urlparse(url)
+        base = f"{parsed.scheme}://{parsed.netloc}"
+        favicon_url = f"{base}/favicon.ico"
+
+        return (f"  Favicon:\n"
+                f"   网站: {base}\n"
+                f"   Favicon: {favicon_url}\n"
+                f"   Google: https://www.google.com/s2/favicons?domain={parsed.netloc}&sz=64")
+
+    def _find_bookmark(self, key: str) -> Optional[dict]:
+        for b in self.bookmarks:
+            if b["name"].lower() == key.lower() or b["id"] == key:
+                return b
+        return None
+
+
+def test_plugin():
+    plugin = Liugin()
+    print("书签管理器测试:")
+    print(plugin.handle('add https://github.com -n GitHub -c 开发 -t 代码,托管 -d 代码托管平台'))
+    print(plugin.handle('add https://stackoverflow.com -n StackOverflow -c 学习 -t 问答,编程'))
+    print(plugin.handle('list'))
+    print(plugin.handle('search github'))
+
+
+if __name__ == "__main__":
+    test_plugin()

plugins/browser_auto.py

@@ -9,7 +9,7 @@ import time
 from typing import Optional
 
 
-class Plugin:
+class Liugin:
     """浏览器自动化 - 网页操控、表单填写、数据抓取、截图"""
 
     def __init__(self):

plugins/cmd_executor.py

@@ -7,7 +7,7 @@ import subprocess
 import platform
 
 
-class Plugin:
+class Liugin:
     """Shell 命令执行器 - 跨平台命令行工具"""
 
     def __init__(self):

plugins/code_editor.py

@@ -16,7 +16,7 @@ import threading
 from typing import Optional, Tuple, List
 
 
-class Plugin:
+class Liugin:
     """代码编辑与搜索 - 精准编辑 + 代码理解"""
 
     def __init__(self):
@@ -37,9 +37,10 @@ class Plugin:
   编辑操作后自动执行，无需手动调用
 
 Diff 弹窗:
-  diff_popup [on|off]              - 开关 diff 弹窗 (别名: popup)
+  diff_popup [on|off|popup|inline]  - 开关/切换 diff 显示模式 (别名: popup)
-  编辑操作后弹出新窗口显示修改前后对比（默认开启）
+  popup/弹窗    → 弹窗模式（新终端窗口）
-  on/开/enable  → 开启  |  off/关/disable → 关闭  |  无参数 → 切换
+  inline/ssh    → 主终端内显示（SSH 兼容）
+  on/开         → 开启  |  off/关 → 关闭  |  无参数 → 切换
 
 查看操作:
   read_range <文件> <起始行> [结束行] - 读取指定行范围
@@ -59,7 +60,8 @@ Diff 弹窗:
   stats <目录>                      - 代码统计
 """
         self.cli = None
-        self.diff_popup_enabled = True  # diff 弹窗开关，默认开启
+        self.diff_popup_enabled = True  # diff 弹窗开关
+        self.diff_popup_mode = None     # None=启动时询问, True=弹窗, False=主终端内显示
 
     def set_cli(self, cli):
         self.cli = cli
@@ -611,20 +613,26 @@ else:
 
     def _spawn_diff_popup(self, filepath: str, before: str, after: str):
         """
-        在新终端窗口中显示修改前后的对比。
+        显示修改前后的对比。
-        使用独立线程避免阻塞主流程。
+        根据 diff_popup_mode 决定弹窗还是主终端内显示。
         """
         if not self.diff_popup_enabled:
             return
         if before == after:
             return  # 内容无变化，不弹窗
 
-        thread = threading.Thread(
+        # 启动时未选择模式，默认为主终端内显示（SSH 兼容）
-            target=self._do_spawn_diff_popup,
+        popup = self.diff_popup_mode if self.diff_popup_mode is not None else False
-            args=(filepath, before, after),
+
-            daemon=True
+        if popup:
-        )
+            thread = threading.Thread(
-        thread.start()
+                target=self._do_spawn_diff_popup,
+                args=(filepath, before, after),
+                daemon=True
+            )
+            thread.start()
+        else:
+            self._show_inline_diff(filepath, before, after)
 
     def _do_spawn_diff_popup(self, filepath: str, before: str, after: str):
         """实际执行弹窗创建（在子线程中运行）"""
@@ -642,7 +650,6 @@ else:
             tofile=f"修改后: {basename}",
             lineterm=''
         ))
-        diff_text = '\n'.join(diff_lines)
 
         # 统计变更
         added = sum(1 for l in diff_lines if l.startswith('+') and not l.startswith('+++'))
@@ -655,7 +662,7 @@ else:
         display = self._build_diff_display(
             basename, filepath,
             before_numbered, after_numbered,
-            diff_text, added, removed,
+            diff_lines, added, removed,
             before_count, after_count
         )
 
@@ -670,38 +677,62 @@ else:
 
     def _build_diff_display(self, basename, filepath,
                              before_numbered, after_numbered,
-                             diff_text, added, removed,
+                             diff_lines, added, removed,
                              before_count, after_count):
-        """构建完整的 diff 显示文本"""
+        """构建完整的 diff 显示文本（带 ANSI 颜色）"""
         sep = '═' * 70
         thin_sep = '─' * 70
 
+        # ANSI 颜色
+        R = '\033[31m'   # 红
+        G = '\033[32m'   # 绿
+        C = '\033[36m'   # 青
+        B = '\033[1m'    # 粗体
+        D = '\033[2m'    # 暗
+        W = '\033[37m'   # 白
+        N = '\033[0m'    # 重置
+
+        # 构建带颜色的 diff
+        diff_colored_lines = []
+        for line in diff_lines:
+            if line.startswith('@@'):
+                diff_colored_lines.append(f"{C}{line}{N}")
+            elif line.startswith('+++') or line.startswith('---'):
+                diff_colored_lines.append(f"{B}{line}{N}")
+            elif line.startswith('+'):
+                diff_colored_lines.append(f"{G}{line}{N}")
+            elif line.startswith('-'):
+                diff_colored_lines.append(f"{R}{line}{N}")
+            else:
+                diff_colored_lines.append(line)
+        diff_colored = '\n'.join(diff_colored_lines) if diff_colored_lines else '  (无差异)'
+
         display = f"""
-{sep}
+{W}{sep}{N}
-  文件变更对比: {basename}
+{B}  文件变更对比: {basename}{N}
-  路径: {filepath}
+{D}  路径: {filepath}{N}
-{sep}
+{W}{sep}{N}
 
-  统计: {before_count} 行 → {after_count} 行  |  +{added} 新增  -{removed} 删除
+  统计: {before_count} 行 → {after_count} 行  |  {G}+{added} 新增{N}  {R}-{removed} 删除{N}
 
-{thin_sep}
+{W}{thin_sep}{N}
   修改前 ({before_count} 行):
-{thin_sep}
+{W}{thin_sep}{N}
 {before_numbered}
 
-{thin_sep}
+{W}{thin_sep}{N}
   修改后 ({after_count} 行):
-{thin_sep}
+{W}{thin_sep}{N}
 {after_numbered}
 
-{thin_sep}
+{W}{thin_sep}{N}
   差异 (Diff):
-{thin_sep}
+{W}{thin_sep}{N}
-{diff_text if diff_text else '  (无差异)'}
+{diff_colored}
 
-{sep}
+{W}{sep}{N}
   按任意键关闭此窗口...
-{sep}
+{W}{sep}{N}
 """
         return display
 
@@ -775,8 +806,81 @@ else:
         except Exception as e:
             print(f"[Diff 弹窗] 创建失败: {e}")
 
+    def _show_inline_diff(self, filepath: str, before: str, after: str):
+        """在主终端内显示 diff（SSH 兼容模式），带颜色"""
+        basename = os.path.basename(filepath)
+        is_tui = self.cli and getattr(self.cli, 'tui_output_callback', None)
+
+        # 生成 diff
+        diff_lines = list(difflib.unified_diff(
+            before.splitlines(keepends=True),
+            after.splitlines(keepends=True),
+            fromfile=f"修改前: {basename}",
+            tofile=f"修改后: {basename}",
+            lineterm=''
+        ))
+
+        # 统计
+        added = sum(1 for l in diff_lines if l.startswith('+') and not l.startswith('+++'))
+        removed = sum(1 for l in diff_lines if l.startswith('-') and not l.startswith('---'))
+        before_count = len(before.splitlines())
+        after_count = len(after.splitlines())
+
+        sep = '═' * 60
+        thin = '─' * 60
+
+        if is_tui:
+            # TUI 模式：使用 Rich 标记
+            output = self.cli._output
+            output(f"[dim]{sep}[/]")
+            output(f"[bold cyan]  文件变更: {basename}[/]  [dim]{filepath}[/]")
+            output(f"[dim]{sep}[/]")
+            output(f"[bold]  统计: {before_count} 行 → {after_count} 行  |  "
+                   f"[green]+{added} 新增[/]  [red]-{removed} 删除[/]")
+            output(f"[dim]{thin}[/]")
+
+            for line in diff_lines:
+                if line.startswith('@@'):
+                    output(f"[cyan]{line}[/]")
+                elif line.startswith('+++') or line.startswith('---'):
+                    output(f"[bold]{line}[/]")
+                elif line.startswith('+'):
+                    output(f"[green]{line}[/]")
+                elif line.startswith('-'):
+                    output(f"[red]{line}[/]")
+                else:
+                    output(line)
+
+            output(f"[dim]{sep}[/]")
+        else:
+            # CLI 模式：使用 ANSI 颜色
+            from colorama import Fore, Style
+            _out = print
+
+            _out(f"{Fore.WHITE}{sep}{Style.RESET_ALL}")
+            _out(f"{Fore.CYAN}  文件变更: {basename}{Style.RESET_ALL}  {filepath}")
+            _out(f"{Fore.WHITE}{sep}{Style.RESET_ALL}")
+            _out(f"  统计: {before_count} 行 → {after_count} 行  |  "
+                 f"{Fore.GREEN}+{added} 新增{Style.RESET_ALL}  "
+                 f"{Fore.RED}-{removed} 删除{Style.RESET_ALL}")
+            _out(f"{Fore.WHITE}{thin}{Style.RESET_ALL}")
+
+            for line in diff_lines:
+                if line.startswith('@@'):
+                    _out(f"{Fore.CYAN}{line}{Style.RESET_ALL}")
+                elif line.startswith('+++') or line.startswith('---'):
+                    _out(f"{Style.BRIGHT}{line}{Style.RESET_ALL}")
+                elif line.startswith('+'):
+                    _out(f"{Fore.GREEN}{line}{Style.RESET_ALL}")
+                elif line.startswith('-'):
+                    _out(f"{Fore.RED}{line}{Style.RESET_ALL}")
+                else:
+                    _out(line)
+
+            _out(f"{Fore.WHITE}{sep}{Style.RESET_ALL}")
+
     def _op_diff_popup(self, path: str, rest: str) -> str:
-        """切换 diff 弹窗开关"""
+        """切换 diff 弹窗开关 / 设置显示模式"""
         arg = (path + ' ' + rest).strip().lower()
         if arg in ('on', '开', '开启', 'enable', '1', 'true'):
             self.diff_popup_enabled = True
@@ -784,6 +888,14 @@ else:
         elif arg in ('off', '关', '关闭', 'disable', '0', 'false'):
             self.diff_popup_enabled = False
             return "  Diff 弹窗已关闭"
+        elif arg in ('popup', '弹窗', '弹窗模式'):
+            self.diff_popup_enabled = True
+            self.diff_popup_mode = True
+            return "  Diff 模式: 弹窗（新终端窗口）"
+        elif arg in ('inline', '内联', 'ssh', '终端', '主终端'):
+            self.diff_popup_enabled = True
+            self.diff_popup_mode = False
+            return "  Diff 模式: 主终端内显示（SSH 兼容）"
         else:
             # 无参数：切换状态
             self.diff_popup_enabled = not self.diff_popup_enabled

plugins/color_picker.py

@@ -0,0 +1,459 @@
+"""
+颜色工具插件 - 颜色格式转换、调色板、对比度检查
+支持 HEX/RGB/HSL/HSV/CMYK 格式互转，WCAG 对比度检查
+"""
+
+import re
+import colorsys
+from typing import List, Tuple
+
+
+class Liugin:
+    """颜色工具 - 格式转换、调色板、对比度检查"""
+
+    def __init__(self):
+        self.usage = """颜色工具
+
+操作:
+  convert <颜色>                  - 自动检测并转换为所有格式
+  hex <RGB或HSL>                  - 转换为 HEX
+  rgb <HEX或HSL>                  - 转换为 RGB
+  hsl <HEX或RGB>                  - 转换为 HSL
+  hsv <HEX或RGB>                  - 转换为 HSV
+  cmyk <HEX或RGB>                 - 转换为 CMYK
+  contrast <颜色1> <颜色2>        - WCAG 对比度检查
+  palette <颜色> [-n 数量]        - 生成调色板（明暗变体）
+  complementary <颜色>            - 互补色
+  analogous <颜色>                - 类似色
+  triadic <颜色>                  - 三色组
+  random [-n 数量]                - 随机颜色
+  mix <颜色1> <颜色2> [-w 权重]  - 混合两种颜色
+  blind <颜色> <类型>             - 色盲模拟
+  named                           - 列出 CSS 命名颜色
+
+颜色格式:
+  HEX: #FF6600, #F60, FF6600
+  RGB: rgb(255,102,0) 或 255,102,0
+  HSL: hsl(24,100%,50%)
+  HSV: hsv(24,100%,100%)
+  CMYK: cmyk(0,60,100,0)
+
+示例:
+  color_picker convert "#3498db"
+  color_picker rgb "hsl(207,62%,54%)"
+  color_picker contrast "#FFFFFF" "#000000"
+  color_picker palette "#e74c3c" -n 9
+  color_picker complementary "#3498db"
+"""
+        self.cli = None
+
+    def set_cli(self, cli):
+        self.cli = cli
+
+    def get_tool_info(self):
+        return {
+            "name": "color_picker",
+            "description": "颜色工具 - HEX/RGB/HSL/HSV/CMYK 转换、对比度检查、调色板生成",
+            "keywords": ["颜色", "color", "HEX", "RGB", "HSL", "调色板", "对比度", "色盲", "转换"],
+            "usage": self.usage
+        }
+
+    def get_mcp_definition(self):
+        return {
+            "name": "color_picker",
+            "description": "颜色工具，支持格式转换、对比度检查、调色板生成",
+            "inputSchema": {
+                "type": "object",
+                "properties": {
+                    "operation": {
+                        "type": "string",
+                        "enum": ["convert", "hex", "rgb", "hsl", "hsv", "cmyk",
+                                 "contrast", "palette", "complementary", "analogous",
+                                 "triadic", "random", "mix", "blind"],
+                        "description": "操作类型"
+                    },
+                    "color": {"type": "string", "description": "颜色值"},
+                    "color2": {"type": "string", "description": "第二个颜色值"},
+                    "count": {"type": "integer", "description": "数量"},
+                    "weight": {"type": "number", "description": "混合权重 (0-1)"},
+                    "blind_type": {"type": "string", "description": "色盲类型"}
+                },
+                "required": ["operation"]
+            }
+        }
+
+    def convert_mcp_args(self, arguments):
+        op = arguments.get("operation", "")
+        color = arguments.get("color", "")
+        return f"{op} {color}".strip()
+
+    def handle(self, args: str) -> str:
+        try:
+            parts = self._parse_args(args)
+            if not parts:
+                return self._op_random(["1"])
+
+            operation = parts[0].lower()
+            handlers = {
+                "convert": self._op_convert,
+                "hex": self._op_hex,
+                "rgb": self._op_rgb,
+                "hsl": self._op_hsl,
+                "hsv": self._op_hsv,
+                "cmyk": self._op_cmyk,
+                "contrast": self._op_contrast,
+                "palette": self._op_palette,
+                "complementary": self._op_complementary,
+                "analogous": self._op_analogous,
+                "triadic": self._op_triadic,
+                "random": self._op_random,
+                "mix": self._op_mix,
+                "blind": self._op_blind,
+            }
+
+            handler = handlers.get(operation)
+            if not handler:
+                return f"错误：不支持的操作 '{operation}'"
+            return handler(parts[1:])
+
+        except Exception as e:
+            return f"颜色工具错误: {str(e)}"
+
+    def _parse_args(self, args: str) -> List[str]:
+        parts, current, in_quotes, qc = [], "", False, None
+        for ch in args:
+            if ch in ('"', "'") and not in_quotes:
+                in_quotes, qc = True, ch
+            elif ch == qc and in_quotes:
+                in_quotes, qc = False, None
+            elif ch == ' ' and not in_quotes:
+                if current:
+                    parts.append(current)
+                    current = ""
+            else:
+                current += ch
+        if current:
+            parts.append(current)
+        return parts
+
+    def _parse_opts(self, args: List[str]) -> dict:
+        opts = {}
+        i = 0
+        while i < len(args):
+            if args[i].startswith("-") and i + 1 < len(args):
+                key = args[i].lstrip("-")
+                opts[key] = args[i + 1]
+                i += 1
+            i += 1
+        return opts
+
+    def _parse_color(self, color_str: str) -> Tuple[int, int, int]:
+        """解析颜色字符串为 RGB (0-255)"""
+        s = color_str.strip().lower()
+
+        # HEX
+        hex_match = re.match(r'^#?([0-9a-f]{3,8})$', s)
+        if hex_match:
+            h = hex_match.group(1)
+            if len(h) == 3:
+                h = h[0]*2 + h[1]*2 + h[2]*2
+            elif len(h) == 8:
+                h = h[:6]  # ignore alpha
+            if len(h) == 6:
+                return (int(h[0:2], 16), int(h[2:4], 16), int(h[4:6], 16))
+
+        # RGB
+        rgb_match = re.match(r'rgb\s*\(\s*(\d+)\s*,\s*(\d+)\s*,\s*(\d+)\s*\)', s)
+        if rgb_match:
+            return (int(rgb_match.group(1)), int(rgb_match.group(2)), int(rgb_match.group(3)))
+
+        # plain r,g,b
+        plain_match = re.match(r'^(\d+)\s*,\s*(\d+)\s*,\s*(\d+)$', s)
+        if plain_match:
+            return (int(plain_match.group(1)), int(plain_match.group(2)), int(plain_match.group(3)))
+
+        # HSL
+        hsl_match = re.match(r'hsl\s*\(\s*(\d+)\s*,\s*(\d+)%,\s*(\d+)%\s*\)', s)
+        if hsl_match:
+            h = int(hsl_match.group(1)) / 360
+            sl = int(hsl_match.group(2)) / 100
+            l = int(hsl_match.group(3)) / 100
+            r, g, b = colorsys.hls_to_rgb(h, l, sl)
+            return (int(r * 255), int(g * 255), int(b * 255))
+
+        # HSV/HSB
+        hsv_match = re.match(r'hsv\s*\(\s*(\d+)\s*,\s*(\d+)%,\s*(\d+)%\s*\)', s)
+        if hsv_match:
+            h = int(hsv_match.group(1)) / 360
+            sv = int(hsv_match.group(2)) / 100
+            v = int(hsv_match.group(3)) / 100
+            r, g, b = colorsys.hsv_to_rgb(h, sv, v)
+            return (int(r * 255), int(g * 255), int(b * 255))
+
+        # CMYK
+        cmyk_match = re.match(r'cmyk\s*\(\s*(\d+)%?\s*,\s*(\d+)%?\s*,\s*(\d+)%?\s*,\s*(\d+)%?\s*\)', s)
+        if cmyk_match:
+            c = int(cmyk_match.group(1)) / 100
+            m = int(cmyk_match.group(2)) / 100
+            y = int(cmyk_match.group(3)) / 100
+            k = int(cmyk_match.group(4)) / 100
+            r = int(255 * (1 - c) * (1 - k))
+            g = int(255 * (1 - m) * (1 - k))
+            b = int(255 * (1 - y) * (1 - k))
+            return (r, g, b)
+
+        raise ValueError(f"无法解析颜色: {color_str}")
+
+    def _rgb_to_hex(self, r: int, g: int, b: int) -> str:
+        return f"#{r:02X}{g:02X}{b:02X}"
+
+    def _rgb_to_hsl(self, r: int, g: int, b: int) -> Tuple[int, int, int]:
+        h, l, s = colorsys.rgb_to_hls(r / 255, g / 255, b / 255)
+        return (int(h * 360), int(s * 100), int(l * 100))
+
+    def _rgb_to_hsv(self, r: int, g: int, b: int) -> Tuple[int, int, int]:
+        h, s, v = colorsys.rgb_to_hsv(r / 255, g / 255, b / 255)
+        return (int(h * 360), int(s * 100), int(v * 100))
+
+    def _rgb_to_cmyk(self, r: int, g: int, b: int) -> Tuple[int, int, int, int]:
+        if r == g == b == 0:
+            return (0, 0, 0, 100)
+        c = 1 - r / 255
+        m = 1 - g / 255
+        y = 1 - b / 255
+        k = min(c, m, y)
+        c = int((c - k) / (1 - k) * 100)
+        m = int((m - k) / (1 - k) * 100)
+        y = int((y - k) / (1 - k) * 100)
+        k = int(k * 100)
+        return (c, m, y, k)
+
+    def _luminance(self, r: int, g: int, b: int) -> float:
+        """计算相对亮度 (WCAG 2.0)"""
+        def linearize(c):
+            c = c / 255
+            return c / 12.92 if c <= 0.03928 else ((c + 0.055) / 1.055) ** 2.4
+        return 0.2126 * linearize(r) + 0.7152 * linearize(g) + 0.0722 * linearize(b)
+
+    def _format_color_block(self, r: int, g: int, b: int) -> str:
+        """生成颜色预览块"""
+        return f"  ■  RGB({r}, {g}, {b})"
+
+    def _op_convert(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供颜色值"
+        r, g, b = self._parse_color(args[0])
+        h, s, l = self._rgb_to_hsl(r, g, b)
+        hh, sv, vv = self._rgb_to_hsv(r, g, b)
+        c, m, y, k = self._rgb_to_cmyk(r, g, b)
+
+        result = f"  颜色转换: {args[0]}\n"
+        result += self._format_color_block(r, g, b) + "\n"
+        result += "─" * 35 + "\n"
+        result += f"   HEX:  {self._rgb_to_hex(r, g, b)}\n"
+        result += f"   RGB:  rgb({r}, {g}, {b})\n"
+        result += f"   HSL:  hsl({h}, {s}%, {l}%)\n"
+        result += f"   HSV:  hsv({hh}, {sv}%, {vv}%)\n"
+        result += f"   CMYK: cmyk({c}%, {m}%, {y}%, {k}%)\n"
+        return result.rstrip()
+
+    def _op_hex(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供颜色值"
+        r, g, b = self._parse_color(args[0])
+        return f"  HEX: {self._rgb_to_hex(r, g, b)}"
+
+    def _op_rgb(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供颜色值"
+        r, g, b = self._parse_color(args[0])
+        return f"  RGB: rgb({r}, {g}, {b})"
+
+    def _op_hsl(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供颜色值"
+        r, g, b = self._parse_color(args[0])
+        h, s, l = self._rgb_to_hsl(r, g, b)
+        return f"  HSL: hsl({h}, {s}%, {l}%)"
+
+    def _op_hsv(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供颜色值"
+        r, g, b = self._parse_color(args[0])
+        h, s, v = self._rgb_to_hsv(r, g, b)
+        return f"  HSV: hsv({h}, {s}%, {v}%)"
+
+    def _op_cmyk(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供颜色值"
+        r, g, b = self._parse_color(args[0])
+        c, m, y, k = self._rgb_to_cmyk(r, g, b)
+        return f"  CMYK: cmyk({c}%, {m}%, {y}%, {k}%)"
+
+    def _op_contrast(self, args: List[str]) -> str:
+        if len(args) < 2:
+            return "错误：请提供两种颜色"
+        r1, g1, b1 = self._parse_color(args[0])
+        r2, g2, b2 = self._parse_color(args[1])
+
+        l1 = self._luminance(r1, g1, b1)
+        l2 = self._luminance(r2, g2, b2)
+        lighter = max(l1, l2)
+        darker = min(l1, l2)
+        ratio = (lighter + 0.05) / (darker + 0.05)
+
+        aa_large = ratio >= 3
+        aa_normal = ratio >= 4.5
+        aaa_large = ratio >= 4.5
+        aaa_normal = ratio >= 7
+
+        result = f"  WCAG 对比度检查\n"
+        result += "─" * 40 + "\n"
+        result += f"   颜色1: {self._rgb_to_hex(r1, g1, b1)} {self._format_color_block(r1, g1, b1)}\n"
+        result += f"   颜色2: {self._rgb_to_hex(r2, g2, b2)} {self._format_color_block(r2, g2, b1)}\n"
+        result += f"   对比度: {ratio:.2f}:1\n"
+        result += "─" * 40 + "\n"
+        result += f"   {'  ' if aa_normal else '❌'} AA 正文 (≥4.5:1)\n"
+        result += f"   {'  ' if aa_large else '❌'} AA 大字 (≥3:1)\n"
+        result += f"   {'  ' if aaa_normal else '❌'} AAA 正文 (≥7:1)\n"
+        result += f"   {'  ' if aaa_large else '❌'} AAA 大字 (≥4.5:1)\n"
+        return result.rstrip()
+
+    def _op_palette(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供基础颜色"
+        r, g, b = self._parse_color(args[0])
+        opts = self._parse_opts(args[1:])
+        count = int(opts.get("n", 9))
+        count = max(3, min(count, 15))
+
+        h, l, s = colorsys.rgb_to_hls(r / 255, g / 255, b / 255)
+
+        result = f"  调色板 (基于 {args[0]}):\n"
+        result += "─" * 50 + "\n"
+
+        steps = count
+        for i in range(steps):
+            # 从暗到亮
+            new_l = 0.1 + (0.8 * i / (steps - 1))
+            nr, ng, nb = colorsys.hls_to_rgb(h, new_l, s)
+            nr, ng, nb = int(nr * 255), int(ng * 255), int(nb * 255)
+            hex_val = self._rgb_to_hex(nr, ng, nb)
+            bar = "█" * int(new_l * 20)
+            result += f"   {hex_val}  {bar}  L:{int(new_l*100)}%\n"
+
+        return result.rstrip()
+
+    def _op_complementary(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供颜色"
+        r, g, b = self._parse_color(args[0])
+        h, l, s = colorsys.rgb_to_hls(r / 255, g / 255, b / 255)
+        # 互补色: 色相旋转180°
+        comp_h = (h + 0.5) % 1.0
+        cr, cg, cb = colorsys.hls_to_rgb(comp_h, l, s)
+        cr, cg, cb = int(cr * 255), int(cg * 255), int(cb * 255)
+
+        result = f"  互补色:\n"
+        result += f"   原色: {self._rgb_to_hex(r, g, b)}\n"
+        result += f"   互补: {self._rgb_to_hex(cr, cg, cb)}\n"
+        return result
+
+    def _op_analogous(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供颜色"
+        r, g, b = self._parse_color(args[0])
+        h, l, s = colorsys.rgb_to_hls(r / 255, g / 255, b / 255)
+
+        result = f"  类似色:\n"
+        for offset in [-30, -15, 0, 15, 30]:
+            ah = (h + offset / 360) % 1.0
+            ar, ag, ab = colorsys.hls_to_rgb(ah, l, s)
+            ar, ag, ab = int(ar * 255), int(ag * 255), int(ab * 255)
+            marker = " ◀" if offset == 0 else ""
+            result += f"   {self._rgb_to_hex(ar, ag, ab)} ({offset:+d}°){marker}\n"
+        return result.rstrip()
+
+    def _op_triadic(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供颜色"
+        r, g, b = self._parse_color(args[0])
+        h, l, s = colorsys.rgb_to_hls(r / 255, g / 255, b / 255)
+
+        result = f"  三色组:\n"
+        for i, offset in enumerate([0, 120, 240]):
+            th = (h + offset / 360) % 1.0
+            tr, tg, tb = colorsys.hls_to_rgb(th, l, s)
+            tr, tg, tb = int(tr * 255), int(tg * 255), int(tb * 255)
+            result += f"   {i+1}. {self._rgb_to_hex(tr, tg, tb)} ({offset}°)\n"
+        return result.rstrip()
+
+    def _op_random(self, args: List[str]) -> str:
+        opts = self._parse_opts(args)
+        count = int(opts.get("n", 5))
+        count = min(count, 20)
+
+        result = f"  随机颜色 ({count} 个):\n"
+        for _ in range(count):
+            r, g, b = __import__('random').randint(0, 255), __import__('random').randint(0, 255), __import__('random').randint(0, 255)
+            result += f"   {self._rgb_to_hex(r, g, b)}  rgb({r}, {g}, {b})\n"
+        return result.rstrip()
+
+    def _op_mix(self, args: List[str]) -> str:
+        if len(args) < 2:
+            return "错误：请提供两种颜色"
+        r1, g1, b1 = self._parse_color(args[0])
+        r2, g2, b2 = self._parse_color(args[1])
+        opts = self._parse_opts(args[2:])
+        w = float(opts.get("w", 0.5))
+        w = max(0, min(1, w))
+
+        mr = int(r1 * (1 - w) + r2 * w)
+        mg = int(g1 * (1 - w) + g2 * w)
+        mb = int(b1 * (1 - w) + b2 * w)
+
+        result = f"  颜色混合 (权重 {w}):\n"
+        result += f"   颜色1: {self._rgb_to_hex(r1, g1, b1)}\n"
+        result += f"   颜色2: {self._rgb_to_hex(r2, g2, b2)}\n"
+        result += f"   混合:  {self._rgb_to_hex(mr, mg, mb)}\n"
+        return result
+
+    def _op_blind(self, args: List[str]) -> str:
+        if len(args) < 2:
+            return "错误：请提供颜色和色盲类型\n类型: protanopia, deuteranopia, tritanopia"
+        r, g, b = self._parse_color(args[0])
+        blind_type = args[1].lower()
+
+        # 简化的色盲模拟矩阵
+        matrices = {
+            "protanopia":    [[0.567, 0.433, 0.0], [0.558, 0.442, 0.0], [0.0, 0.242, 0.758]],
+            "deuteranopia":  [[0.625, 0.375, 0.0], [0.7, 0.3, 0.0], [0.0, 0.3, 0.7]],
+            "tritanopia":    [[0.95, 0.05, 0.0], [0.0, 0.433, 0.567], [0.0, 0.475, 0.525]],
+        }
+
+        matrix = matrices.get(blind_type)
+        if not matrix:
+            return f"错误：未知类型 '{blind_type}'\n支持: protanopia, deuteranopia, tritanopia"
+
+        nr = int(matrix[0][0] * r + matrix[0][1] * g + matrix[0][2] * b)
+        ng = int(matrix[1][0] * r + matrix[1][1] * g + matrix[1][2] * b)
+        nb = int(matrix[2][0] * r + matrix[2][1] * g + matrix[2][2] * b)
+        nr, ng, nb = max(0, min(255, nr)), max(0, min(255, ng)), max(0, min(255, nb))
+
+        result = f"  色盲模拟 ({blind_type}):\n"
+        result += f"   原色: {self._rgb_to_hex(r, g, b)}\n"
+        result += f"   模拟: {self._rgb_to_hex(nr, ng, nb)}\n"
+        return result
+
+
+def test_plugin():
+    plugin = Liugin()
+    print("颜色工具测试:")
+    print(plugin.handle('convert "#3498db"'))
+    print(plugin.handle('contrast "#FFFFFF" "#000000"'))
+    print(plugin.handle('palette "#e74c3c" -n 7'))
+    print(plugin.handle('complementary "#3498db"'))
+
+
+if __name__ == "__main__":
+    test_plugin()

plugins/file_manager.py

@@ -10,7 +10,7 @@ from pathlib import Path
 from typing import List
 
 
-class Plugin:
+class Liugin:
     """文件管理器 - 文件和目录的增删改查"""
 
     def __init__(self):

plugins/frontend_tester.py

@@ -443,7 +443,7 @@ JSON格式示例：
 # 测试函数
 def test_plugin():
     """测试插件功能"""
-    plugin = Plugin()
+    plugin = Liugin()
     print("前端测试验证插件测试:")
 
     print("\n1. 创建测试HTML文件:")

plugins/git_tools.py

@@ -8,7 +8,7 @@ import subprocess
 from typing import Tuple, Optional
 
 
-class Plugin:
+class Liugin:
     """Git 版本控制 - 基础操作 + 工作流自动化"""
 
     def __init__(self):

plugins/id_generator.py

@@ -0,0 +1,383 @@
+"""
+UUID / ID 生成器插件 - 生成各种格式的唯一标识符
+支持 UUID v1/v4/v5、NanoID、短ID、雪花ID、自定义格式
+"""
+
+import uuid
+import hashlib
+import time
+import random
+import string
+import json
+import os
+import struct
+from datetime import datetime
+from typing import List
+
+
+class Liugin:
+    """UUID / ID 生成器 - 多格式唯一标识符生成"""
+
+    def __init__(self):
+        self.usage = """UUID / ID 生成器
+
+操作:
+  uuid [-v 版本] [-n 数量]       - 生成 UUID（默认 v4）
+                                   v1=时间戳  v4=随机  v5=命名
+  nanoid [-s 长度] [-n 数量]     - 生成 NanoID（默认21位）
+  short [-s 长度] [-n 数量]      - 生成短ID（默认8位）
+  snowflake [-n 数量]            - 生成雪花ID（时间排序）
+  custom <模板> [-n 数量]        - 自定义格式生成
+                                   模板: {U}=大写字母 {L}=小写 {D}=数字 {X}=十六进制
+  ulid [-n 数量]                 - 生成 ULID（时间排序+随机）
+  timestamp                      - 当前时间戳（秒/毫秒/微秒）
+  from_name <命名空间> <名称>   - 基于名称生成确定性 UUID (v5)
+  batch <类型> [-n 数量] [-o 文件] - 批量生成并保存到文件
+
+示例:
+  id_generator uuid
+  id_generator uuid -v 1 -n 5
+  id_generator nanoid -s 16
+  id_generator short -s 6 -n 10
+  id_generator custom "USER-{D}{D}{D}{D}{U}{U}" -n 5
+  id_generator snowflake -n 3
+  id_generator batch uuid -n 100 -o ids.txt
+"""
+        self.cli = None
+        self._machine_id = random.randint(0, 1023)
+        self._sequence = 0
+        self._last_ts = 0
+
+    def set_cli(self, cli):
+        self.cli = cli
+
+    def get_tool_info(self):
+        return {
+            "name": "id_generator",
+            "description": "UUID/ID 生成器 - 支持 UUID、NanoID、短ID、雪花ID、ULID、自定义格式",
+            "keywords": ["uuid", "id", "生成", "唯一", "标识", "nanoid", "snowflake", "ulid", "短id"],
+            "usage": self.usage
+        }
+
+    def get_mcp_definition(self):
+        return {
+            "name": "id_generator",
+            "description": "UUID/ID 生成器，支持多种格式",
+            "inputSchema": {
+                "type": "object",
+                "properties": {
+                    "operation": {
+                        "type": "string",
+                        "enum": ["uuid", "nanoid", "short", "snowflake", "custom",
+                                 "ulid", "timestamp", "from_name", "batch"],
+                        "description": "操作类型"
+                    },
+                    "version": {"type": "integer", "description": "UUID 版本 (1/4/5)"},
+                    "length": {"type": "integer", "description": "ID 长度"},
+                    "count": {"type": "integer", "description": "生成数量"},
+                    "template": {"type": "string", "description": "自定义模板"},
+                    "namespace": {"type": "string", "description": "命名空间"},
+                    "name": {"type": "string", "description": "名称"},
+                    "output": {"type": "string", "description": "输出文件"}
+                },
+                "required": ["operation"]
+            }
+        }
+
+    def convert_mcp_args(self, arguments):
+        op = arguments.get("operation", "")
+        count = arguments.get("count", "")
+        parts = [op]
+        if count:
+            parts.extend(["-n", str(count)])
+        return " ".join(parts)
+
+    def handle(self, args: str) -> str:
+        try:
+            parts = self._parse_args(args)
+            if not parts:
+                return self._op_uuid([])
+
+            operation = parts[0].lower()
+            handlers = {
+                "uuid": self._op_uuid,
+                "nanoid": self._op_nanoid,
+                "short": self._op_short,
+                "snowflake": self._op_snowflake,
+                "custom": self._op_custom,
+                "ulid": self._op_ulid,
+                "timestamp": self._op_timestamp,
+                "from_name": self._op_from_name,
+                "batch": self._op_batch,
+            }
+
+            handler = handlers.get(operation)
+            if not handler:
+                return f"错误：不支持的操作 '{operation}'"
+            return handler(parts[1:])
+
+        except Exception as e:
+            return f"ID 生成错误: {str(e)}"
+
+    def _parse_args(self, args: str) -> List[str]:
+        parts, current, in_quotes, qc = [], "", False, None
+        for ch in args:
+            if ch in ('"', "'") and not in_quotes:
+                in_quotes, qc = True, ch
+            elif ch == qc and in_quotes:
+                in_quotes, qc = False, None
+            elif ch == ' ' and not in_quotes:
+                if current:
+                    parts.append(current)
+                    current = ""
+            else:
+                current += ch
+        if current:
+            parts.append(current)
+        return parts
+
+    def _parse_opts(self, args: List[str]) -> dict:
+        opts = {}
+        i = 0
+        while i < len(args):
+            if args[i].startswith("-") and i + 1 < len(args):
+                key = args[i].lstrip("-")
+                opts[key] = args[i + 1]
+                i += 1
+            i += 1
+        return opts
+
+    def _op_uuid(self, args: List[str]) -> str:
+        opts = self._parse_opts(args)
+        version = int(opts.get("v", 4))
+        count = int(opts.get("n", 1))
+        count = min(count, 1000)
+
+        ids = []
+        for _ in range(count):
+            if version == 1:
+                ids.append(str(uuid.uuid1()))
+            elif version == 4:
+                ids.append(str(uuid.uuid4()))
+            elif version == 5:
+                ids.append(str(uuid.uuid5(uuid.NAMESPACE_DNS, "example.com")))
+            else:
+                return f"错误：不支持的 UUID 版本: {version}"
+
+        header = f"  UUID v{version} ({count} 个):\n"
+        if count <= 20:
+            return header + "\n".join(f"   {u}" for u in ids)
+        else:
+            return header + "\n".join(f"   {u}" for u in ids[:10]) + f"\n   ... (共 {count} 个)"
+
+    def _op_nanoid(self, args: List[str]) -> str:
+        opts = self._parse_opts(args)
+        size = int(opts.get("s", 21))
+        count = int(opts.get("n", 1))
+        count = min(count, 1000)
+
+        alphabet = string.ascii_letters + string.digits + "_-"
+        ids = []
+        for _ in range(count):
+            ids.append(''.join(random.choices(alphabet, k=size)))
+
+        header = f"  NanoID (长度 {size}, {count} 个):\n"
+        if count <= 20:
+            return header + "\n".join(f"   {i}" for i in ids)
+        else:
+            return header + "\n".join(f"   {i}" for i in ids[:10]) + f"\n   ... (共 {count} 个)"
+
+    def _op_short(self, args: List[str]) -> str:
+        opts = self._parse_opts(args)
+        size = int(opts.get("s", 8))
+        count = int(opts.get("n", 1))
+        count = min(count, 1000)
+
+        chars = string.ascii_letters + string.digits
+        ids = []
+        for _ in range(count):
+            ids.append(''.join(random.choices(chars, k=size)))
+
+        header = f"  短ID (长度 {size}, {count} 个):\n"
+        if count <= 20:
+            return header + "\n".join(f"   {i}" for i in ids)
+        else:
+            return header + "\n".join(f"   {i}" for i in ids[:10]) + f"\n   ... (共 {count} 个)"
+
+    def _op_snowflake(self, args: List[str]) -> str:
+        opts = self._parse_opts(args)
+        count = int(opts.get("n", 1))
+        count = min(count, 1000)
+
+        # Twitter Snowflake: 41位时间戳 + 10位机器ID + 12位序列号
+        epoch = 1288834974657  # Twitter epoch (2010-11-04)
+
+        ids = []
+        for _ in range(count):
+            ts = int(time.time() * 1000) - epoch
+            if ts == self._last_ts:
+                self._sequence = (self._sequence + 1) & 0xFFF
+                if self._sequence == 0:
+                    while ts <= self._last_ts:
+                        ts = int(time.time() * 1000) - epoch
+            else:
+                self._sequence = 0
+            self._last_ts = ts
+
+            snowflake_id = (ts << 22) | (self._machine_id << 12) | self._sequence
+            ids.append(str(snowflake_id))
+
+        header = f"❄️  雪花ID ({count} 个):\n"
+        if count <= 20:
+            return header + "\n".join(f"   {i}" for i in ids)
+        else:
+            return header + "\n".join(f"   {i}" for i in ids[:10]) + f"\n   ... (共 {count} 个)"
+
+    def _op_custom(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供模板\n示例: custom \"ORDER-{D}{D}{D}{D}-{U}{U}{U}\""
+        template = args[0]
+        opts = self._parse_opts(args[1:])
+        count = int(opts.get("n", 1))
+        count = min(count, 1000)
+
+        ids = []
+        for _ in range(count):
+            result = []
+            for ch in template:
+                if ch == '{':
+                    continue  # handled below
+                result.append(ch)
+            # Actually use proper template parsing
+            ids.append(self._expand_template(template))
+
+        header = f" ️  自定义ID (模板: {template}, {count} 个):\n"
+        if count <= 20:
+            return header + "\n".join(f"   {i}" for i in ids)
+        else:
+            return header + "\n".join(f"   {i}" for i in ids[:10]) + f"\n   ... (共 {count} 个)"
+
+    def _expand_template(self, template: str) -> str:
+        result = []
+        i = 0
+        while i < len(template):
+            if template[i] == '{' and i + 2 < len(template) and template[i + 2] == '}':
+                token = template[i + 1]
+                if token == 'U':
+                    result.append(random.choice(string.ascii_uppercase))
+                elif token == 'L':
+                    result.append(random.choice(string.ascii_lowercase))
+                elif token == 'D':
+                    result.append(random.choice(string.digits))
+                elif token == 'X':
+                    result.append(random.choice('0123456789ABCDEF'))
+                elif token == 'x':
+                    result.append(random.choice('0123456789abcdef'))
+                elif token == 'A':
+                    result.append(random.choice(string.ascii_letters))
+                else:
+                    result.append(template[i:i + 3])
+                i += 3
+            else:
+                result.append(template[i])
+                i += 1
+        return ''.join(result)
+
+    def _op_ulid(self, args: List[str]) -> str:
+        opts = self._parse_opts(args)
+        count = int(opts.get("n", 1))
+        count = min(count, 1000)
+
+        # ULID: 48位时间戳 + 80位随机数, Crockford Base32
+        alphabet = "0123456789ABCDEFGHJKMNPQRSTVWXYZ"
+
+        ids = []
+        for _ in range(count):
+            ts = int(time.time() * 1000)
+            # 时间部分 (10 chars)
+            t_chars = []
+            t = ts
+            for _ in range(10):
+                t_chars.append(alphabet[t & 0x1F])
+                t >>= 5
+            t_chars.reverse()
+            # 随机部分 (16 chars)
+            r_chars = [random.choice(alphabet) for _ in range(16)]
+            ids.append(''.join(t_chars) + ''.join(r_chars))
+
+        header = f"  ULID ({count} 个):\n"
+        if count <= 20:
+            return header + "\n".join(f"   {i}" for i in ids)
+        else:
+            return header + "\n".join(f"   {i}" for i in ids[:10]) + f"\n   ... (共 {count} 个)"
+
+    def _op_timestamp(self, args: List[str]) -> str:
+        now = time.time()
+        return (f"⏱  当前时间戳:\n"
+                f"   秒:     {int(now)}\n"
+                f"   毫秒:   {int(now * 1000)}\n"
+                f"   微秒:   {int(now * 1000000)}\n"
+                f"   ISO:    {datetime.now().isoformat()}")
+
+    def _op_from_name(self, args: List[str]) -> str:
+        if len(args) < 2:
+            return "错误：格式: from_name <命名空间> <名称>\n命名空间: dns, url, oid, x500"
+        ns_map = {"dns": uuid.NAMESPACE_DNS, "url": uuid.NAMESPACE_URL,
+                  "oid": uuid.NAMESPACE_OID, "x500": uuid.NAMESPACE_X500}
+        ns = ns_map.get(args[0].lower(), uuid.NAMESPACE_DNS)
+        name = args[1]
+        result = uuid.uuid5(ns, name)
+        return f"  确定性 UUID v5:\n   命名空间: {args[0]}\n   名称: {name}\n   UUID: {result}"
+
+    def _op_batch(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供类型 (uuid/nanoid/short/snowflake/ulid)"
+        id_type = args[0]
+        opts = self._parse_opts(args[1:])
+        count = int(opts.get("n", 10))
+        output = opts.get("o", "")
+
+        # 生成对应类型的ID
+        gen_args = [f"-n", str(count)]
+        handlers = {
+            "uuid": self._op_uuid,
+            "nanoid": self._op_nanoid,
+            "short": self._op_short,
+            "snowflake": self._op_snowflake,
+            "ulid": self._op_ulid,
+        }
+        handler = handlers.get(id_type)
+        if not handler:
+            return f"错误：不支持的类型 '{id_type}'"
+
+        result = handler(gen_args)
+
+        if output:
+            # 提取纯ID保存到文件
+            ids = [line.strip().lstrip(' ') for line in result.split('\n')
+                   if line.strip() and not any(c in line for c in [' ', '️', '', '❄️', ''])]
+            try:
+                with open(output, 'w', encoding='utf-8') as f:
+                    f.write('\n'.join(ids))
+                return f"{result}\n\n  已保存到: {output}"
+            except Exception as e:
+                return f"{result}\n\n  保存失败: {e}"
+
+        return result
+
+
+def test_plugin():
+    plugin = Liugin()
+    print("ID 生成器测试:")
+    print(plugin.handle('uuid'))
+    print(plugin.handle('uuid -v 1 -n 3'))
+    print(plugin.handle('nanoid -s 16'))
+    print(plugin.handle('short -s 6 -n 5'))
+    print(plugin.handle('snowflake -n 3'))
+    print(plugin.handle('ulid'))
+    print(plugin.handle('timestamp'))
+    print(plugin.handle('custom "ORD-{D}{D}{D}{D}-{U}{U}{U}" -n 5'))
+
+
+if __name__ == "__main__":
+    test_plugin()

plugins/image_generator.py

@@ -10,7 +10,7 @@ import time
 from typing import Optional
 
 
-class Plugin:
+class Liugin:
     """图像生成工具 — 自然语言/Tag 生图，基于 ComfyUI 在线服务"""
 
     def __init__(self):

plugins/json_toolkit.py

@@ -0,0 +1,386 @@
+"""
+JSON 工具箱插件 - JSON 格式化、校验、查询、转换
+提供 JSON 美化、压缩、验证、路径查询、类型转换等功能
+"""
+
+import json
+import os
+import re
+from typing import List
+
+
+class Liugin:
+    """JSON 工具箱 - 格式化/校验/查询/转换"""
+
+    def __init__(self):
+        self.usage = """JSON 工具箱
+
+操作:
+  format <文件或JSON>             - 美化 JSON（自动缩进）
+  minify <文件或JSON>             - 压缩 JSON（去除空白）
+  validate <文件或JSON>           - 校验 JSON 是否合法
+  query <文件或JSON> <路径>       - 按路径查询值（如 users[0].name）
+  keys <文件或JSON>               - 列出所有键（扁平化）
+  diff <文件1> <文件2>            - 比较两个 JSON 的差异
+  to_csv <文件或JSON>             - 将 JSON 数组转为 CSV
+  merge <文件1> <文件2>           - 合并两个 JSON 对象
+  sample <文件或JSON> [-n 数量]   - 从数组中随机采样
+  schema <文件或JSON>             - 推断 JSON Schema
+
+示例:
+  json_toolkit format data.json
+  json_toolkit validate '{"name": "test"}'
+  json_toolkit query config.json "database.host"
+  json_toolkit keys data.json
+  json_toolkit diff a.json b.json
+"""
+        self.cli = None
+
+    def set_cli(self, cli):
+        self.cli = cli
+
+    def get_tool_info(self):
+        return {
+            "name": "json_toolkit",
+            "description": "JSON 工具箱 - 格式化、压缩、校验、路径查询、键提取、差异比较、转换",
+            "keywords": ["json", "格式化", "校验", "查询", "格式", "转换", "美化", "压缩", "validate", "format"],
+            "usage": self.usage
+        }
+
+    def get_mcp_definition(self):
+        return {
+            "name": "json_toolkit",
+            "description": "JSON 工具箱，支持格式化、压缩、校验、路径查询、键提取、差异比较",
+            "inputSchema": {
+                "type": "object",
+                "properties": {
+                    "operation": {
+                        "type": "string",
+                        "enum": ["format", "minify", "validate", "query", "keys",
+                                 "diff", "to_csv", "merge", "sample", "schema"],
+                        "description": "操作类型"
+                    },
+                    "input": {"type": "string", "description": "JSON 字符串或文件路径"},
+                    "path": {"type": "string", "description": "查询路径（query 操作用）"},
+                    "input2": {"type": "string", "description": "第二个 JSON 输入（diff/merge 用）"},
+                    "count": {"type": "integer", "description": "采样数量（sample 操作用）"}
+                },
+                "required": ["operation", "input"]
+            }
+        }
+
+    def convert_mcp_args(self, arguments):
+        op = arguments.get("operation", "")
+        inp = arguments.get("input", "")
+        path = arguments.get("path", "")
+        parts = [op, inp]
+        if path:
+            parts.append(path)
+        return " ".join(parts)
+
+    def handle(self, args: str) -> str:
+        try:
+            parts = self._parse_args(args)
+            if not parts:
+                return "错误：请提供操作类型"
+
+            operation = parts[0].lower()
+            handlers = {
+                "format": self._op_format,
+                "minify": self._op_minify,
+                "validate": self._op_validate,
+                "query": self._op_query,
+                "keys": self._op_keys,
+                "diff": self._op_diff,
+                "to_csv": self._op_to_csv,
+                "merge": self._op_merge,
+                "sample": self._op_sample,
+                "schema": self._op_schema,
+            }
+
+            handler = handlers.get(operation)
+            if not handler:
+                return f"错误：不支持的操作 '{operation}'\n支持: {', '.join(handlers.keys())}"
+            return handler(parts[1:])
+
+        except Exception as e:
+            return f"JSON 工具错误: {str(e)}"
+
+    def _parse_args(self, args: str) -> List[str]:
+        parts, current, in_quotes, qc = [], "", False, None
+        for ch in args:
+            if ch in ('"', "'") and not in_quotes:
+                in_quotes, qc = True, ch
+            elif ch == qc and in_quotes:
+                in_quotes, qc = False, None
+            elif ch == ' ' and not in_quotes:
+                if current:
+                    parts.append(current)
+                    current = ""
+            else:
+                current += ch
+        if current:
+            parts.append(current)
+        return parts
+
+    def _load_json(self, text: str):
+        """加载 JSON（支持文件路径或 JSON 字符串）"""
+        if os.path.isfile(text):
+            with open(text, 'r', encoding='utf-8') as f:
+                return json.load(f), f"文件: {text}"
+        try:
+            return json.loads(text), "JSON 字符串"
+        except json.JSONDecodeError as e:
+            raise ValueError(f"无效的 JSON: {e}")
+
+    def _op_format(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 JSON 文件或字符串"
+        data, source = self._load_json(args[0])
+        formatted = json.dumps(data, indent=2, ensure_ascii=False)
+        return f"✅ 格式化结果 ({source}):\n{formatted}"
+
+    def _op_minify(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 JSON 文件或字符串"
+        data, source = self._load_json(args[0])
+        minified = json.dumps(data, separators=(',', ':'), ensure_ascii=False)
+        original_len = len(json.dumps(data, indent=2, ensure_ascii=False))
+        saved = original_len - len(minified)
+        return f"✅ 压缩结果 ({source}):\n{minified}\n\n📊 大小: {len(minified)} 字符 (节省 {saved} 字符, {saved/original_len*100:.1f}%)"
+
+    def _op_validate(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 JSON 文件或字符串"
+        text = args[0]
+        try:
+            if os.path.isfile(text):
+                with open(text, 'r', encoding='utf-8') as f:
+                    data = json.load(f)
+                source = f"文件: {text}"
+            else:
+                data = json.loads(text)
+                source = "JSON 字符串"
+
+            depth = self._get_depth(data)
+            keys_count = self._count_keys(data)
+
+            result = f"✅ JSON 合法 ({source})\n"
+            result += f"   类型: {type(data).__name__}\n"
+            result += f"   嵌套深度: {depth}\n"
+            result += f"   键总数: {keys_count}"
+            return result
+        except json.JSONDecodeError as e:
+            return f"❌ JSON 无效:\n   行 {e.lineno}, 列 {e.colno}: {e.msg}"
+        except Exception as e:
+            return f"❌ 验证失败: {e}"
+
+    def _op_query(self, args: List[str]) -> str:
+        if len(args) < 2:
+            return "错误：格式: query <JSON或文件> <路径>\n示例: query data.json users[0].name"
+        data, _ = self._load_json(args[0])
+        path = args[1]
+
+        result = data
+        parts = re.findall(r'\w+|\[\d+\]', path)
+        current_path = ""
+
+        for part in parts:
+            if part.startswith('['):
+                idx = int(part[1:-1])
+                current_path += part
+                if isinstance(result, list) and 0 <= idx < len(result):
+                    result = result[idx]
+                else:
+                    return f"❌ 路径 '{current_path}' 无效: 索引越界或非数组"
+            else:
+                current_path += f".{part}" if current_path else part
+                if isinstance(result, dict) and part in result:
+                    result = result[part]
+                else:
+                    return f"❌ 路径 '{current_path}' 无效: 键不存在"
+
+        output = json.dumps(result, indent=2, ensure_ascii=False) if isinstance(result, (dict, list)) else str(result)
+        return f"🔍 查询结果 ({path}):\n{output}"
+
+    def _op_keys(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 JSON 文件或字符串"
+        data, _ = self._load_json(args[0])
+
+        keys = []
+        self._flatten_keys(data, "", keys)
+
+        result = f"🔑 键列表 (共 {len(keys)} 个):\n"
+        for k in keys:
+            result += f"   {k}\n"
+        return result.rstrip()
+
+    def _flatten_keys(self, obj, prefix, keys):
+        if isinstance(obj, dict):
+            for k, v in obj.items():
+                full_key = f"{prefix}.{k}" if prefix else k
+                keys.append(full_key)
+                self._flatten_keys(v, full_key, keys)
+        elif isinstance(obj, list) and obj:
+            self._flatten_keys(obj[0], f"{prefix}[0]", keys)
+
+    def _op_diff(self, args: List[str]) -> str:
+        if len(args) < 2:
+            return "错误：请提供两个 JSON 文件或字符串"
+        data1, src1 = self._load_json(args[0])
+        data2, src2 = self._load_json(args[1])
+
+        diffs = []
+        self._compare(data1, data2, "", diffs)
+
+        if not diffs:
+            return "✅ 两个 JSON 完全相同"
+
+        result = f"🔀 差异比较 ({len(diffs)} 处不同):\n"
+        for d in diffs[:50]:
+            result += f"   {d}\n"
+        if len(diffs) > 50:
+            result += f"   ... 还有 {len(diffs) - 50} 处差异"
+        return result.rstrip()
+
+    def _compare(self, a, b, path, diffs):
+        if type(a) != type(b):
+            diffs.append(f"  类型不同 @ {path or '根'}: {type(a).__name__} vs {type(b).__name__}")
+            return
+        if isinstance(a, dict):
+            all_keys = set(a.keys()) | set(b.keys())
+            for k in sorted(all_keys):
+                p = f"{path}.{k}" if path else k
+                if k not in a:
+                    diffs.append(f"➕ 新增 @ {p}: {b[k]}")
+                elif k not in b:
+                    diffs.append(f"➖ 删除 @ {p}: {a[k]}")
+                else:
+                    self._compare(a[k], b[k], p, diffs)
+        elif isinstance(a, list):
+            if len(a) != len(b):
+                diffs.append(f"  数组长度不同 @ {path}: {len(a)} vs {len(b)}")
+            for i in range(min(len(a), len(b))):
+                self._compare(a[i], b[i], f"{path}[{i}]", diffs)
+        else:
+            if a != b:
+                diffs.append(f"  值不同 @ {path}: {a!r} → {b!r}")
+
+    def _op_to_csv(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 JSON 文件或字符串"
+        data, _ = self._load_json(args[0])
+
+        if not isinstance(data, list) or not data:
+            return "错误：需要非空 JSON 数组"
+        if not isinstance(data[0], dict):
+            return "错误：数组元素必须是对象"
+
+        headers = list(data[0].keys())
+        lines = [",".join(headers)]
+        for item in data:
+            row = []
+            for h in headers:
+                val = str(item.get(h, ""))
+                if "," in val or '"' in val or "\n" in val:
+                    val = '"' + val.replace('"', '""') + '"'
+                row.append(val)
+            lines.append(",".join(row))
+
+        csv_content = "\n".join(lines)
+        return f"📊 CSV 转换结果 ({len(data)} 行):\n{csv_content}"
+
+    def _op_merge(self, args: List[str]) -> str:
+        if len(args) < 2:
+            return "错误：请提供两个 JSON 文件或字符串"
+        data1, _ = self._load_json(args[0])
+        data2, _ = self._load_json(args[1])
+
+        if not isinstance(data1, dict) or not isinstance(data2, dict):
+            return "错误：合并仅支持 JSON 对象"
+
+        merged = self._deep_merge(data1, data2)
+        return f"✅ 合并结果:\n{json.dumps(merged, indent=2, ensure_ascii=False)}"
+
+    def _deep_merge(self, a, b):
+        result = a.copy()
+        for k, v in b.items():
+            if k in result and isinstance(result[k], dict) and isinstance(v, dict):
+                result[k] = self._deep_merge(result[k], v)
+            else:
+                result[k] = v
+        return result
+
+    def _op_sample(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 JSON 文件或字符串"
+        data, _ = self._load_json(args[0])
+        count = 3
+        for i, a in enumerate(args):
+            if a == "-n" and i + 1 < len(args):
+                count = int(args[i + 1])
+
+        if not isinstance(data, list):
+            return "错误：需要 JSON 数组"
+
+        import random
+        sampled = random.sample(data, min(count, len(data)))
+        return f"🎲 随机采样 ({len(sampled)}/{len(data)}):\n{json.dumps(sampled, indent=2, ensure_ascii=False)}"
+
+    def _op_schema(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 JSON 文件或字符串"
+        data, _ = self._load_json(args[0])
+        schema = self._infer_schema(data)
+        return f"📋 推断 Schema:\n{json.dumps(schema, indent=2, ensure_ascii=False)}"
+
+    def _infer_schema(self, obj, depth=0):
+        if depth > 10:
+            return {"type": "any"}
+        if isinstance(obj, dict):
+            props = {}
+            for k, v in obj.items():
+                props[k] = self._infer_schema(v, depth + 1)
+            return {"type": "object", "properties": props}
+        elif isinstance(obj, list):
+            if obj:
+                return {"type": "array", "items": self._infer_schema(obj[0], depth + 1)}
+            return {"type": "array", "items": {}}
+        elif isinstance(obj, bool):
+            return {"type": "boolean"}
+        elif isinstance(obj, int):
+            return {"type": "integer"}
+        elif isinstance(obj, float):
+            return {"type": "number"}
+        else:
+            return {"type": "string"}
+
+    def _get_depth(self, obj, depth=0):
+        if depth > 50:
+            return depth
+        if isinstance(obj, dict):
+            return max((self._get_depth(v, depth + 1) for v in obj.values()), default=depth)
+        elif isinstance(obj, list):
+            return max((self._get_depth(v, depth + 1) for v in obj), default=depth)
+        return depth
+
+    def _count_keys(self, obj):
+        if isinstance(obj, dict):
+            return len(obj) + sum(self._count_keys(v) for v in obj.values())
+        elif isinstance(obj, list):
+            return sum(self._count_keys(v) for v in obj)
+        return 0
+
+
+def test_plugin():
+    plugin = Liugin()
+    print("JSON 工具箱测试:")
+    print(plugin.handle('validate \'{"name": "test", "age": 25}\''))
+    print(plugin.handle('format \'{"name":"test","items":[1,2,3]}\''))
+    print(plugin.handle('keys \'{"database": {"host": "localhost", "port": 3306}}\''))
+    print(plugin.handle('query \'{"users": [{"name": "Alice"}]}\' users[0].name'))
+
+
+if __name__ == "__main__":
+    test_plugin()

plugins/markdown_tool.py

@@ -0,0 +1,540 @@
+"""
+Markdown 工具插件 - Markdown 渲染、目录生成、格式转换
+支持 TOC 生成、标题提取、表格生成、格式化、统计
+"""
+
+import re
+import json
+import os
+from typing import List, Tuple
+
+
+class Liugin:
+    """Markdown 工具 - TOC/渲染/格式转换/统计"""
+
+    def __init__(self):
+        self.usage = """Markdown 工具
+
+操作:
+  toc <文件或Markdown>           - 生成目录 (Table of Contents)
+  headings <文件或Markdown>      - 提取所有标题
+  stats <文件或Markdown>         - 统计信息（字数/行数/段落数等）
+  table <数据>                   - 从 JSON 数组生成 Markdown 表格
+  checklist <文件>               - 提取所有待办事项
+  links <文件或Markdown>         - 提取所有链接
+  images <文件或Markdown>        - 提取所有图片
+  frontmatter <文件>             - 提取 YAML frontmatter
+  format <文件或Markdown>        - 格式化（标题层级、列表缩进等）
+  wordcount <文件或Markdown>     - 详细字数统计
+  outline <文件或Markdown>       - 生成大纲视图
+  lint <文件>                    - Markdown 语法检查
+
+示例:
+  markdown_tool toc README.md
+  markdown_tool stats article.md
+  markdown_tool table '[{"name":"Alice","age":25},{"name":"Bob","age":30}]'
+  markdown_tool checklist TODO.md
+  markdown_tool links README.md
+  markdown_tool lint README.md
+"""
+        self.cli = None
+
+    def set_cli(self, cli):
+        self.cli = cli
+
+    def get_tool_info(self):
+        return {
+            "name": "markdown_tool",
+            "description": "Markdown 工具 - TOC 生成、标题提取、统计、表格生成、语法检查",
+            "keywords": ["markdown", "md", "目录", "toc", "标题", "表格", "统计", "链接", "检查"],
+            "usage": self.usage
+        }
+
+    def get_mcp_definition(self):
+        return {
+            "name": "markdown_tool",
+            "description": "Markdown 工具，支持 TOC、统计、表格生成、链接提取、语法检查",
+            "inputSchema": {
+                "type": "object",
+                "properties": {
+                    "operation": {
+                        "type": "string",
+                        "enum": ["toc", "headings", "stats", "table", "checklist",
+                                 "links", "images", "frontmatter", "format",
+                                 "wordcount", "outline", "lint"],
+                        "description": "操作类型"
+                    },
+                    "input": {"type": "string", "description": "Markdown 文件路径或内容"},
+                    "data": {"type": "string", "description": "JSON 数据（table 操作用）"}
+                },
+                "required": ["operation", "input"]
+            }
+        }
+
+    def convert_mcp_args(self, arguments):
+        op = arguments.get("operation", "")
+        inp = arguments.get("input", "")
+        return f"{op} {inp}".strip()
+
+    def _load_content(self, text: str) -> Tuple[str, str]:
+        """加载内容（文件路径或文本）"""
+        if os.path.isfile(text):
+            with open(text, 'r', encoding='utf-8') as f:
+                return f.read(), f"文件: {text}"
+        return text, "文本输入"
+
+    def handle(self, args: str) -> str:
+        try:
+            parts = self._parse_args(args)
+            if not parts:
+                return "错误：请提供操作类型"
+
+            operation = parts[0].lower()
+            handlers = {
+                "toc": self._op_toc,
+                "headings": self._op_headings,
+                "stats": self._op_stats,
+                "table": self._op_table,
+                "checklist": self._op_checklist,
+                "links": self._op_links,
+                "images": self._op_images,
+                "frontmatter": self._op_frontmatter,
+                "format": self._op_format,
+                "wordcount": self._op_wordcount,
+                "outline": self._op_outline,
+                "lint": self._op_lint,
+            }
+
+            handler = handlers.get(operation)
+            if not handler:
+                return f"错误：不支持的操作 '{operation}'"
+            return handler(parts[1:])
+
+        except Exception as e:
+            return f"Markdown 工具错误: {str(e)}"
+
+    def _parse_args(self, args: str) -> List[str]:
+        parts, current, in_quotes, qc = [], "", False, None
+        for ch in args:
+            if ch in ('"', "'") and not in_quotes:
+                in_quotes, qc = True, ch
+            elif ch == qc and in_quotes:
+                in_quotes, qc = False, None
+            elif ch == ' ' and not in_quotes:
+                if current:
+                    parts.append(current)
+                    current = ""
+            else:
+                current += ch
+        if current:
+            parts.append(current)
+        return parts
+
+    def _extract_headings(self, content: str) -> List[Tuple[int, str, str]]:
+        """提取标题: [(level, text, slug)]"""
+        headings = []
+        in_code = False
+        for line in content.split('\n'):
+            if line.strip().startswith('```'):
+                in_code = not in_code
+                continue
+            if in_code:
+                continue
+            match = re.match(r'^(#{1,6})\s+(.+)', line)
+            if match:
+                level = len(match.group(1))
+                text = match.group(2).strip()
+                # 生成 slug
+                slug = re.sub(r'[^\w\s-]', '', text.lower())
+                slug = re.sub(r'\s+', '-', slug.strip())
+                headings.append((level, text, slug))
+        return headings
+
+    def _op_toc(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 Markdown 文件或内容"
+        content, source = self._load_content(args[0])
+        headings = self._extract_headings(content)
+
+        if not headings:
+            return "📭 未找到标题"
+
+        result = f"  目录 ({source}):\n"
+        result += "─" * 40 + "\n"
+        for level, text, slug in headings:
+            indent = "  " * (level - 1)
+            result += f"{indent}- [{text}](#{slug})\n"
+        return result.rstrip()
+
+    def _op_headings(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 Markdown 文件或内容"
+        content, source = self._load_content(args[0])
+        headings = self._extract_headings(content)
+
+        if not headings:
+            return "📭 未找到标题"
+
+        result = f"  标题列表 ({len(headings)} 个):\n"
+        for level, text, _ in headings:
+            prefix = "#" * level
+            result += f"   {prefix:8s} {text}\n"
+        return result.rstrip()
+
+    def _op_stats(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 Markdown 文件或内容"
+        content, source = self._load_content(args[0])
+
+        lines = content.split('\n')
+        total_lines = len(lines)
+        blank_lines = sum(1 for l in lines if not l.strip())
+        code_blocks = content.count('```') // 2
+        headings = len(self._extract_headings(content))
+        links = len(re.findall(r'\[([^\]]+)\]\([^)]+\)', content))
+        images = len(re.findall(r'!\[([^\]]*)\]\([^)]+\)', content))
+        # 中文字符
+        chinese = len(re.findall(r'[\u4e00-\u9fff]', content))
+        # 英文单词
+        english = len(re.findall(r'[a-zA-Z]+', content))
+
+        # 段落数（连续非空行）
+        paragraphs = 0
+        in_para = False
+        for l in lines:
+            if l.strip():
+                if not in_para:
+                    paragraphs += 1
+                    in_para = True
+            else:
+                in_para = False
+
+        result = f"📊 Markdown 统计 ({source})\n"
+        result += "─" * 35 + "\n"
+        result += f"   总行数: {total_lines}\n"
+        result += f"   空行: {blank_lines}\n"
+        result += f"   段落: {paragraphs}\n"
+        result += f"   代码块: {code_blocks}\n"
+        result += f"   标题: {headings}\n"
+        result += f"   链接: {links}\n"
+        result += f"   图片: {images}\n"
+        result += f"   中文字: {chinese}\n"
+        result += f"   英文词: {english}\n"
+        result += f"   字符数: {len(content)}\n"
+        return result.rstrip()
+
+    def _op_table(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 JSON 数组"
+        data_str = args[0]
+        try:
+            data = json.loads(data_str)
+        except json.JSONDecodeError as e:
+            return f"❌ JSON 解析错误: {e}"
+
+        if not isinstance(data, list) or not data:
+            return "❌ 需要非空 JSON 数组"
+        if not isinstance(data[0], dict):
+            return "❌ 数组元素必须是对象"
+
+        headers = list(data[0].keys())
+        # 计算列宽
+        widths = {h: len(h) for h in headers}
+        for row in data:
+            for h in headers:
+                widths[h] = max(widths[h], len(str(row.get(h, ""))))
+
+        # 生成表格
+        header_line = "| " + " | ".join(h.ljust(widths[h]) for h in headers) + " |"
+        sep_line = "| " + " | ".join("-" * widths[h] for h in headers) + " |"
+        rows = []
+        for row in data:
+            rows.append("| " + " | ".join(str(row.get(h, "")).ljust(widths[h]) for h in headers) + " |")
+
+        result = f"  Markdown 表格 ({len(data)} 行):\n\n"
+        result += header_line + "\n" + sep_line + "\n" + "\n".join(rows)
+        return result
+
+    def _op_checklist(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 Markdown 文件"
+        content, source = self._load_content(args[0])
+
+        todos = []
+        done = []
+        for i, line in enumerate(content.split('\n'), 1):
+            match = re.match(r'^(\s*)[-*]\s*\[([ xX])\]\s*(.+)', line)
+            if match:
+                indent = match.group(1)
+                checked = match.group(2).lower() == 'x'
+                text = match.group(3).strip()
+                if checked:
+                    done.append((i, text))
+                else:
+                    todos.append((i, text))
+
+        result = f"  待办事项 ({source}):\n"
+        result += "─" * 45 + "\n"
+        result += f"  ☑ 已完成: {len(done)} 个\n"
+        result += f"   未完成: {len(todos)} 个\n"
+        result += "─" * 45 + "\n"
+
+        if todos:
+            result += "\n  未完成:\n"
+            for line_no, text in todos[:30]:
+                result += f"   L{line_no:4d}  {text}\n"
+        if done:
+            result += "\n  已完成:\n"
+            for line_no, text in done[:20]:
+                result += f"   L{line_no:4d}  {text}\n"
+        return result.rstrip()
+
+    def _op_links(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 Markdown 文件或内容"
+        content, source = self._load_content(args[0])
+
+        links = re.findall(r'\[([^\]]+)\]\(([^)]+)\)', content)
+        if not links:
+            return f"📭 未找到链接 ({source})"
+
+        result = f"  链接列表 ({len(links)} 个, {source}):\n"
+        result += "─" * 50 + "\n"
+        seen = set()
+        for text, url in links:
+            if url not in seen:
+                seen.add(url)
+                result += f"   {text[:30]:30s} → {url}\n"
+        return result.rstrip()
+
+    def _op_images(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 Markdown 文件或内容"
+        content, source = self._load_content(args[0])
+
+        images = re.findall(r'!\[([^\]]*)\]\(([^)]+)\)', content)
+        if not images:
+            return f"📭 未找到图片 ({source})"
+
+        result = f" ️  图片列表 ({len(images)} 个, {source}):\n"
+        result += "─" * 50 + "\n"
+        seen = set()
+        for alt, url in images:
+            if url not in seen:
+                seen.add(url)
+                result += f"   {alt[:25]:25s} → {url}\n"
+        return result.rstrip()
+
+    def _op_frontmatter(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 Markdown 文件"
+        content, source = self._load_content(args[0])
+
+        match = re.match(r'^---\n(.*?)\n---', content, re.DOTALL)
+        if not match:
+            return f"📭 未找到 frontmatter ({source})"
+
+        fm = match.group(1)
+        result = f"  Frontmatter ({source}):\n"
+        result += "─" * 35 + "\n"
+        result += fm
+        return result
+
+    def _op_format(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 Markdown 文件或内容"
+        content, source = self._load_content(args[0])
+        lines = content.split('\n')
+        formatted = []
+        prev_blank = False
+
+        for line in lines:
+            stripped = line.strip()
+            # 确保标题前后有空行
+            if re.match(r'^#{1,6}\s', stripped):
+                if formatted and not prev_blank:
+                    formatted.append('')
+                formatted.append(stripped)
+                prev_blank = False
+                continue
+            # 确保列表项格式一致
+            if re.match(r'^[-*]\s', stripped):
+                formatted.append(re.sub(r'^[-*]\s', '- ', stripped))
+                prev_blank = False
+                continue
+            # 去除多余空行
+            if not stripped:
+                if not prev_blank:
+                    formatted.append('')
+                    prev_blank = True
+                continue
+
+            prev_blank = False
+            formatted.append(line.rstrip())
+
+        # 确保文件末尾有换行
+        while formatted and not formatted[-1]:
+            formatted.pop()
+        formatted.append('')
+
+        return f"✅ 格式化完成 ({source}):\n" + '\n'.join(formatted)
+
+    def _op_wordcount(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 Markdown 文件或内容"
+        content, source = self._load_content(args[0])
+
+        # 移除代码块
+        no_code = re.sub(r'```[\s\S]*?```', '', content)
+        # 移除行内代码
+        no_code = re.sub(r'`[^`]+`', '', no_code)
+        # 移除链接标记
+        no_code = re.sub(r'\[([^\]]+)\]\([^)]+\)', r'\1', no_code)
+        # 移除图片标记
+        no_code = re.sub(r'!\[([^\]]*)\]\([^)]+\)', '', no_code)
+        # 移除标题标记
+        no_code = re.sub(r'^#{1,6}\s+', '', no_code, flags=re.MULTILINE)
+        # 移除加粗/斜体标记
+        no_code = re.sub(r'\*{1,2}([^*]+)\*{1,2}', r'\1', no_code)
+
+        chinese = len(re.findall(r'[\u4e00-\u9fff]', no_code))
+        english_words = re.findall(r'[a-zA-Z]+', no_code)
+        english = len(english_words)
+        total_chars = len(no_code.strip())
+
+        # 阅读时间估算（中文 300字/分钟, 英文 200词/分钟）
+        read_time_cn = chinese / 300
+        read_time_en = english / 200
+        read_time = read_time_cn + read_time_en
+
+        result = f"  详细字数统计 ({source}):\n"
+        result += "─" * 35 + "\n"
+        result += f"   中文字数: {chinese}\n"
+        result += f"   英文单词: {english}\n"
+        result += f"   总字符数: {total_chars}\n"
+        result += f"   预计阅读: {read_time:.1f} 分钟\n"
+        return result.rstrip()
+
+    def _op_outline(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 Markdown 文件或内容"
+        content, source = self._load_content(args[0])
+        headings = self._extract_headings(content)
+
+        if not headings:
+            return "📭 未找到标题"
+
+        result = f"  大纲视图 ({source}):\n"
+        result += "═" * 40 + "\n"
+        for level, text, _ in headings:
+            if level == 1:
+                result += f"\n  {text}\n"
+                result += "─" * 30 + "\n"
+            elif level == 2:
+                result += f"   {text}\n"
+            elif level == 3:
+                result += f"     {text}\n"
+            else:
+                result += f"       {'·' * (level - 3)} {text}\n"
+        return result.rstrip()
+
+    def _op_lint(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供 Markdown 文件"
+        file_path = args[0]
+        if not os.path.isfile(file_path):
+            return f"❌ 文件不存在: {file_path}"
+
+        with open(file_path, 'r', encoding='utf-8') as f:
+            content = f.read()
+        lines = content.split('\n')
+
+        issues = []
+        in_code = False
+        prev_blank = False
+        heading_levels = []
+
+        for i, line in enumerate(lines, 1):
+            stripped = line.strip()
+
+            # 代码块跟踪
+            if stripped.startswith('```'):
+                in_code = not in_code
+                continue
+            if in_code:
+                continue
+
+            # 检查标题格式
+            heading_match = re.match(r'^(#{1,6})\s+(.+)', line)
+            if heading_match:
+                level = len(heading_match.group(1))
+                text = heading_match.group(2)
+                # 检查标题前后空行
+                if i > 1 and lines[i - 2].strip() and not lines[i - 2].startswith('#'):
+                    issues.append(f"  L{i:4d} 标题前缺少空行")
+                # 检查标题层级跳跃
+                if heading_levels and level > heading_levels[-1] + 1:
+                    issues.append(f"  L{i:4d} 标题层级跳跃 ({heading_levels[-1]} → {level})")
+                heading_levels.append(level)
+                # 检查标题末尾空格
+                if text != text.rstrip():
+                    issues.append(f"  L{i:4d} 标题末尾有多余空格")
+            else:
+                # 检查行尾空格
+                if line != line.rstrip() and stripped:
+                    trailing = len(line) - len(line.rstrip())
+                    if trailing >= 2:  # 2个以上空格是换行符
+                        pass  # 这是合法的 Markdown 换行
+                    elif trailing > 0:
+                        issues.append(f"  L{i:4d} 行尾有多余空格")
+
+                # 检查连续空行
+                if not stripped:
+                    if prev_blank:
+                        issues.append(f"  L{i:4d} 连续空行")
+                    prev_blank = True
+                else:
+                    prev_blank = False
+
+                # 检查列表格式
+                list_match = re.match(r'^(\s*)[-*+]\s', line)
+                if list_match:
+                    indent = len(list_match.group(1))
+                    if indent % 2 != 0 and indent > 0:
+                        issues.append(f"  L{i:4d} 列表缩进不是2的倍数")
+
+                # 检查链接格式
+                if re.search(r'\[[^\]]*\]\(\s*\)', line):
+                    issues.append(f"  L{i:4d} 链接URL为空")
+
+                # 检查重复词
+                words = stripped.lower().split()
+                for j in range(len(words) - 1):
+                    if len(words[j]) > 2 and words[j] == words[j + 1]:
+                        issues.append(f"  L{i:4d} 重复词: '{words[j]}'")
+
+        result = f" ️  Markdown 语法检查 ({file_path}):\n"
+        result += "─" * 45 + "\n"
+
+        if not issues:
+            result += "   未发现问题！\n"
+        else:
+            result += f"   发现 {len(issues)} 个问题:\n\n"
+            for issue in issues[:50]:
+                result += f"  {issue}\n"
+            if len(issues) > 50:
+                result += f"\n   ... 还有 {len(issues) - 50} 个问题\n"
+
+        return result.rstrip()
+
+
+def test_plugin():
+    plugin = Liugin()
+    print("Markdown 工具测试:")
+    print(plugin.handle('headings "# Hello\\n## World\\n### Sub"'))
+    print(plugin.handle('stats "# Hello\\n\\nThis is a test."'))
+    print(plugin.handle('table \'[{"name":"Alice","age":25},{"name":"Bob","age":30}]\''))
+
+
+if __name__ == "__main__":
+    test_plugin()

plugins/memory_plugin.py

@@ -13,7 +13,7 @@ sys.path.insert(0, project_root)
 from xcli_core.memory import MemoryManager
 
 
-class Plugin:
+class Liugin:
     """持久化记忆系统 — AI 可写日记、搜索记忆、管理聊天记录"""
 
     def __init__(self):

plugins/regex_tester.py

@@ -0,0 +1,442 @@
+"""
+正则表达式测试器插件 - 测试、调试、管理正则表达式
+支持匹配测试、提取、替换、常用模式库
+"""
+
+import re
+import json
+import os
+from typing import List
+
+
+class Liugin:
+    """正则表达式测试器 - 测试、调试、管理正则"""
+
+    def __init__(self):
+        self.usage = """正则表达式测试器
+
+操作:
+  test <正则> <文本> [-f flags]   - 测试正则是否匹配
+  match <正则> <文本> [-f flags]  - 提取所有匹配项
+  replace <正则> <文本> <替换>    - 测试替换
+  groups <正则> <文本>            - 显示分组信息
+  explain <正则>                  - 解释正则含义
+  flags <正则> <文本>             - 测试不同标志组合
+  pattern [名称]                  - 列出/查看常用模式
+  save <名称> <正则> [-d 描述]   - 保存自定义模式
+  delete_pattern <名称>          - 删除自定义模式
+  bench <正则> <文本> [-n 次数]  - 性能测试
+
+标志 (flags):
+  i - 忽略大小写  m - 多行模式  s - 点匹配换行
+  x - 详细模式    a - ASCII模式
+
+示例:
+  regex_tester test "\\d+" "abc123def456"
+  regex_tester match "[a-z]+@[a-z]+\\.[a-z]+" "test@example.com foo@bar.org"
+  regex_tester groups "(\\w+)@(\\w+)\\.(\\w+)" "user@domain.com"
+  regex_tester explain "[a-z]+@\\w+\\.\\w+"
+  regex_tester pattern email
+"""
+        self.cli = None
+        self.patterns_file = "regex_patterns.json"
+        self.custom_patterns = self._load_patterns()
+
+    def set_cli(self, cli):
+        self.cli = cli
+
+    def get_tool_info(self):
+        return {
+            "name": "regex_tester",
+            "description": "正则表达式测试器 - 测试匹配、提取、替换、解释、常用模式库",
+            "keywords": ["正则", "regex", "匹配", "表达式", "测试", "替换", "提取", "模式"],
+            "usage": self.usage
+        }
+
+    def get_mcp_definition(self):
+        return {
+            "name": "regex_tester",
+            "description": "正则表达式测试器，支持匹配测试、提取、替换、解释、性能测试",
+            "inputSchema": {
+                "type": "object",
+                "properties": {
+                    "operation": {
+                        "type": "string",
+                        "enum": ["test", "match", "replace", "groups", "explain",
+                                 "flags", "pattern", "save", "bench"],
+                        "description": "操作类型"
+                    },
+                    "pattern": {"type": "string", "description": "正则表达式"},
+                    "text": {"type": "string", "description": "测试文本"},
+                    "replacement": {"type": "string", "description": "替换文本"},
+                    "flags": {"type": "string", "description": "标志 (i/m/s/x)"},
+                    "name": {"type": "string", "description": "模式名称"},
+                    "description": {"type": "string", "description": "模式描述"},
+                    "count": {"type": "integer", "description": "测试次数"}
+                },
+                "required": ["operation"]
+            }
+        }
+
+    def convert_mcp_args(self, arguments):
+        op = arguments.get("operation", "")
+        pattern = arguments.get("pattern", "")
+        text = arguments.get("text", "")
+        return f"{op} {pattern} {text}".strip()
+
+    def _load_patterns(self):
+        try:
+            if os.path.exists(self.patterns_file):
+                with open(self.patterns_file, 'r', encoding='utf-8') as f:
+                    return json.load(f)
+        except Exception:
+            pass
+        return self._default_patterns()
+
+    def _save_patterns(self):
+        try:
+            with open(self.patterns_file, 'w', encoding='utf-8') as f:
+                json.dump(self.custom_patterns, f, ensure_ascii=False, indent=2)
+        except Exception:
+            pass
+
+    def _default_patterns(self):
+        return {
+            "email": {"pattern": r"[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}", "desc": "邮箱地址"},
+            "phone_cn": {"pattern": r"1[3-9]\d{9}", "desc": "中国手机号"},
+            "url": {"pattern": r"https?://[^\s<>\"']+|www\.[^\s<>\"']+", "desc": "URL链接"},
+            "ipv4": {"pattern": r"\b(?:\d{1,3}\.){3}\d{1,3}\b", "desc": "IPv4地址"},
+            "date": {"pattern": r"\d{4}[-/]\d{1,2}[-/]\d{1,2}", "desc": "日期格式"},
+            "time": {"pattern": r"\d{2}:\d{2}(:\d{2})?", "desc": "时间格式"},
+            "chinese": {"pattern": r"[\u4e00-\u9fff]+", "desc": "中文字符"},
+            "id_card": {"pattern": r"\d{17}[\dXx]", "desc": "身份证号"},
+            "html_tag": {"pattern": r"<[^>]+>", "desc": "HTML标签"},
+            "ip_port": {"pattern": r"\b(?:\d{1,3}\.){3}\d{1,3}:\d{1,5}\b", "desc": "IP:端口"},
+            "mac_addr": {"pattern": r"([0-9A-Fa-f]{2}[:-]){5}[0-9A-Fa-f]{2}", "desc": "MAC地址"},
+            "hex_color": {"pattern": r"#[0-9A-Fa-f]{3,8}", "desc": "十六进制颜色"},
+            "number": {"pattern": r"-?\d+\.?\d*", "desc": "数字（整数/浮点）"},
+            "word": {"pattern": r"\b\w+\b", "desc": "单词"},
+        }
+
+    def handle(self, args: str) -> str:
+        try:
+            parts = self._parse_args(args)
+            if not parts:
+                return "错误：请提供操作类型"
+
+            operation = parts[0].lower()
+            handlers = {
+                "test": self._op_test,
+                "match": self._op_match,
+                "replace": self._op_replace,
+                "groups": self._op_groups,
+                "explain": self._op_explain,
+                "flags": self._op_flags,
+                "pattern": self._op_pattern,
+                "save": self._op_save,
+                "delete_pattern": self._op_delete_pattern,
+                "bench": self._op_bench,
+            }
+
+            handler = handlers.get(operation)
+            if not handler:
+                return f"错误：不支持的操作 '{operation}'"
+            return handler(parts[1:])
+
+        except Exception as e:
+            return f"正则测试错误: {str(e)}"
+
+    def _parse_args(self, args: str) -> List[str]:
+        parts, current, in_quotes, qc = [], "", False, None
+        for ch in args:
+            if ch in ('"', "'") and not in_quotes:
+                in_quotes, qc = True, ch
+            elif ch == qc and in_quotes:
+                in_quotes, qc = False, None
+            elif ch == ' ' and not in_quotes:
+                if current:
+                    parts.append(current)
+                    current = ""
+            else:
+                current += ch
+        if current:
+            parts.append(current)
+        return parts
+
+    def _parse_flags(self, flags_str: str) -> int:
+        flags = 0
+        for c in flags_str.lower():
+            if c == 'i': flags |= re.IGNORECASE
+            elif c == 'm': flags |= re.MULTILINE
+            elif c == 's': flags |= re.DOTALL
+            elif c == 'x': flags |= re.VERBOSE
+        return flags
+
+    def _op_test(self, args: List[str]) -> str:
+        if len(args) < 2:
+            return "错误：格式: test <正则> <文本> [-f 标志]"
+        pattern_str, text = args[0], args[1]
+        flags = 0
+        for i, a in enumerate(args):
+            if a == "-f" and i + 1 < len(args):
+                flags = self._parse_flags(args[i + 1])
+
+        try:
+            pattern = re.compile(pattern_str, flags)
+            match = pattern.search(text)
+            if match:
+                return (f"✅ 匹配成功!\n"
+                        f"   正则: {pattern_str}\n"
+                        f"   位置: {match.start()}-{match.end()}\n"
+                        f"   匹配: '{match.group()}'\n"
+                        f"   全文: {pattern.findall(text)}")
+            else:
+                return f"❌ 无匹配\n   正则: {pattern_str}\n   文本: {text[:100]}"
+        except re.error as e:
+            return f"❌ 正则语法错误: {e}"
+
+    def _op_match(self, args: List[str]) -> str:
+        if len(args) < 2:
+            return "错误：格式: match <正则> <文本>"
+        pattern_str, text = args[0], args[1]
+        flags = 0
+        for i, a in enumerate(args):
+            if a == "-f" and i + 1 < len(args):
+                flags = self._parse_flags(args[i + 1])
+
+        try:
+            pattern = re.compile(pattern_str, flags)
+            matches = pattern.finditer(text)
+
+            results = []
+            for m in matches:
+                results.append(f"   [{m.start():3d}-{m.end():3d}] '{m.group()}'")
+
+            if results:
+                return f"  找到 {len(results)} 个匹配:\n" + "\n".join(results)
+            else:
+                return "❌ 未找到匹配"
+        except re.error as e:
+            return f"❌ 正则语法错误: {e}"
+
+    def _op_replace(self, args: List[str]) -> str:
+        if len(args) < 3:
+            return "错误：格式: replace <正则> <文本> <替换>"
+        pattern_str, text, replacement = args[0], args[1], args[2]
+
+        try:
+            result = re.sub(pattern_str, replacement, text)
+            count = len(re.findall(pattern_str, text))
+            return (f"  替换结果 ({count} 处):\n"
+                    f"   原文: {text}\n"
+                    f"   结果: {result}")
+        except re.error as e:
+            return f"❌ 正则语法错误: {e}"
+
+    def _op_groups(self, args: List[str]) -> str:
+        if len(args) < 2:
+            return "错误：格式: groups <正则> <文本>"
+        pattern_str, text = args[0], args[1]
+
+        try:
+            pattern = re.compile(pattern_str)
+            match = pattern.search(text)
+            if not match:
+                return "❌ 无匹配"
+
+            result = f"  分组信息:\n"
+            result += f"   完整匹配: '{match.group()}' (span: {match.span()})\n"
+            for i, group in enumerate(match.groups(), 1):
+                result += f"   分组 {i}: '{group}' (span: {match.span(i) if group else 'N/A'})\n"
+            if match.groupdict():
+                result += f"   命名分组:\n"
+                for name, value in match.groupdict().items():
+                    result += f"     {name}: '{value}'\n"
+            return result.rstrip()
+        except re.error as e:
+            return f"❌ 正则语法错误: {e}"
+
+    def _op_explain(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供正则表达式"
+        pattern_str = args[0]
+
+        explanations = []
+        i = 0
+        while i < len(pattern_str):
+            ch = pattern_str[i]
+
+            if ch == '\\':
+                if i + 1 < len(pattern_str):
+                    next_ch = pattern_str[i + 1]
+                    escape_map = {
+                        'd': '数字 [0-9]', 'D': '非数字', 'w': '字母/数字/下划线',
+                        'W': '非字母数字下划线', 's': '空白字符', 'S': '非空白字符',
+                        'b': '单词边界', 'B': '非单词边界', 'n': '换行', 't': '制表符',
+                    }
+                    if next_ch in escape_map:
+                        explanations.append(('\\' + next_ch, escape_map[next_ch]))
+                    else:
+                        explanations.append(('\\' + next_ch, f'转义字符 {next_ch}'))
+                    i += 2
+                    continue
+
+            if ch == '.':
+                explanations.append(('.', '任意字符（除换行）'))
+            elif ch == '^':
+                explanations.append(('^', '行/字符串开头'))
+            elif ch == '$':
+                explanations.append(('$', '行/字符串结尾'))
+            elif ch == '*':
+                explanations.append(('*', '0次或多次'))
+            elif ch == '+':
+                explanations.append(('+', '1次或多次'))
+            elif ch == '?':
+                explanations.append(('?', '0次或1次'))
+            elif ch == '{':
+                end = pattern_str.find('}', i)
+                if end != -1:
+                    quantifier = pattern_str[i:end + 1]
+                    explanations.append((quantifier, f'量词: {quantifier}'))
+                    i = end + 1
+                    continue
+            elif ch == '[':
+                end = pattern_str.find(']', i)
+                if end != -1:
+                    char_class = pattern_str[i:end + 1]
+                    explanations.append((char_class, f'字符类: {char_class}'))
+                    i = end + 1
+                    continue
+            elif ch == '(':
+                if i + 1 < len(pattern_str) and pattern_str[i + 1] == '?':
+                    if i + 2 < len(pattern_str):
+                        special = pattern_str[i + 2]
+                        if special == ':':
+                            explanations.append(('(?:', '非捕获组'))
+                        elif special == '=':
+                            explanations.append(('(?=', '正向前瞻'))
+                        elif special == '!':
+                            explanations.append(('(?!', '负向前瞻'))
+                        i += 3
+                        continue
+                explanations.append(('(', '捕获组开始'))
+            elif ch == ')':
+                explanations.append((')', '组结束'))
+            elif ch == '|':
+                explanations.append(('|', '或 (交替)'))
+
+            i += 1
+
+        result = f"  正则解释: {pattern_str}\n"
+        result += "─" * 45 + "\n"
+        for token, meaning in explanations:
+            result += f"   {token:12s} → {meaning}\n"
+        return result.rstrip()
+
+    def _op_flags(self, args: List[str]) -> str:
+        if len(args) < 2:
+            return "错误：格式: flags <正则> <文本>"
+        pattern_str, text = args[0], args[1]
+
+        flag_combos = [
+            ("", 0, "默认"),
+            ("i", re.IGNORECASE, "忽略大小写"),
+            ("m", re.MULTILINE, "多行模式"),
+            ("s", re.DOTALL, "点匹配换行"),
+            ("im", re.IGNORECASE | re.MULTILINE, "忽略大小写+多行"),
+        ]
+
+        result = f" ️  标志测试: {pattern_str}\n"
+        result += "─" * 45 + "\n"
+        for flag_str, flag_val, desc in flag_combos:
+            try:
+                matches = re.findall(pattern_str, text, flag_val)
+                count = len(matches) if isinstance(matches, list) else 1
+                result += f"   [{flag_str or '-':3s}] {desc:12s} → {count} 个匹配: {matches[:3]}\n"
+            except re.error as e:
+                result += f"   [{flag_str or '-':3s}] {desc:12s} → 错误: {e}\n"
+        return result.rstrip()
+
+    def _op_pattern(self, args: List[str]) -> str:
+        if args:
+            name = args[0]
+            if name in self.custom_patterns:
+                p = self.custom_patterns[name]
+                return f"  模式 '{name}':\n   正则: {p['pattern']}\n   描述: {p.get('desc', '')}"
+            return f"❌ 未找到模式: {name}"
+
+        result = "  常用正则模式:\n"
+        result += "─" * 50 + "\n"
+        for name, p in self.custom_patterns.items():
+            result += f"   {name:15s} {p['pattern'][:35]:35s} {p.get('desc', '')}\n"
+        return result.rstrip()
+
+    def _op_save(self, args: List[str]) -> str:
+        if len(args) < 2:
+            return "错误：格式: save <名称> <正则> [-d 描述]"
+        name, pattern_str = args[0], args[1]
+        desc = ""
+        for i, a in enumerate(args):
+            if a == "-d" and i + 1 < len(args):
+                desc = args[i + 1]
+
+        # 验证正则
+        try:
+            re.compile(pattern_str)
+        except re.error as e:
+            return f"❌ 正则语法错误: {e}"
+
+        self.custom_patterns[name] = {"pattern": pattern_str, "desc": desc}
+        self._save_patterns()
+        return f"✅ 已保存模式 '{name}': {pattern_str}"
+
+    def _op_delete_pattern(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供模式名称"
+        name = args[0]
+        if name in self.custom_patterns:
+            del self.custom_patterns[name]
+            self._save_patterns()
+            return f" ️  已删除模式: {name}"
+        return f"❌ 未找到模式: {name}"
+
+    def _op_bench(self, args: List[str]) -> str:
+        if len(args) < 2:
+            return "错误：格式: bench <正则> <文本> [-n 次数]"
+        pattern_str, text = args[0], args[1]
+        count = 10000
+        for i, a in enumerate(args):
+            if a == "-n" and i + 1 < len(args):
+                count = int(args[i + 1])
+
+        try:
+            import time
+            pattern = re.compile(pattern_str)
+
+            start = time.perf_counter()
+            for _ in range(count):
+                pattern.findall(text)
+            elapsed = time.perf_counter() - start
+
+            per_op = elapsed / count * 1_000_000  # 微秒
+            return (f"⏱ 性能测试:\n"
+                    f"   正则: {pattern_str}\n"
+                    f"   次数: {count}\n"
+                    f"   总耗时: {elapsed:.3f}s\n"
+                    f"   每次: {per_op:.2f}μs\n"
+                    f"   吞吐: {count / elapsed:.0f} ops/s")
+        except re.error as e:
+            return f"❌ 正则语法错误: {e}"
+
+
+def test_plugin():
+    plugin = Liugin()
+    print("正则表达式测试器测试:")
+    print(plugin.handle('test "\\d+" "abc123def456"'))
+    print(plugin.handle('match "[a-z]+" "hello world foo bar"'))
+    print(plugin.handle('groups "(\\w+)@(\\w+)\\.(\\w+)" "user@domain.com"'))
+    print(plugin.handle('explain "\\d{4}-\\d{2}-\\d{2}"'))
+
+
+if __name__ == "__main__":
+    test_plugin()

plugins/snippet_manager.py

@@ -0,0 +1,428 @@
+"""
+代码片段管理器插件 - 保存、搜索、复用常用代码片段
+支持分类、标签、搜索、导出，JSON 持久化存储
+"""
+
+import json
+import os
+import time
+import hashlib
+from datetime import datetime
+from typing import List, Optional
+
+
+class Liugin:
+    """代码片段管理器 - 保存和复用代码片段"""
+
+    def __init__(self):
+        self.usage = """代码片段管理器
+
+操作:
+  add <名称> -l <语言> -c "代码" [-t 标签1,标签2] [-d 描述]
+                                  - 添加代码片段
+  list [-l 语言] [-t 标签]       - 列出片段（可按语言/标签过滤）
+  get <名称或ID>                 - 获取片段详情
+  search <关键词>                 - 搜索片段（名称/描述/代码/标签）
+  delete <名称或ID>              - 删除片段
+  edit <名称或ID> -c "新代码"    - 更新片段代码
+  export [文件]                  - 导出所有片段
+  import <文件>                  - 导入片段
+  tags                           - 列出所有标签
+  stats                          - 统计信息
+  copy <名称或ID>                - 复制到剪贴板（如可用）
+  recent [-n 数量]               - 最近添加的片段
+
+示例:
+  snippet_manager add quick_sort -l python -c "def qsort(arr): ..." -t 排序,算法
+  snippet_manager list -l python
+  snippet_manager search 排序
+  snippet_manager get quick_sort
+"""
+        self.cli = None
+        self.snippets_file = "snippets.json"
+        self.snippets = []
+        self._load_snippets()
+
+    def set_cli(self, cli):
+        self.cli = cli
+
+    def get_tool_info(self):
+        return {
+            "name": "snippet_manager",
+            "description": "代码片段管理器 - 保存、搜索、复用常用代码片段，支持分类和标签",
+            "keywords": ["代码", "片段", "snippet", "模板", "复用", "保存", "搜索", "代码片段"],
+            "usage": self.usage
+        }
+
+    def get_mcp_definition(self):
+        return {
+            "name": "snippet_manager",
+            "description": "代码片段管理器，支持添加、搜索、获取、删除代码片段",
+            "inputSchema": {
+                "type": "object",
+                "properties": {
+                    "operation": {
+                        "type": "string",
+                        "enum": ["add", "list", "get", "search", "delete",
+                                 "edit", "export", "import", "tags", "stats", "recent"],
+                        "description": "操作类型"
+                    },
+                    "name": {"type": "string", "description": "片段名称或ID"},
+                    "language": {"type": "string", "description": "编程语言"},
+                    "code": {"type": "string", "description": "代码内容"},
+                    "tags": {"type": "string", "description": "标签（逗号分隔）"},
+                    "description": {"type": "string", "description": "描述"},
+                    "keyword": {"type": "string", "description": "搜索关键词"},
+                    "file": {"type": "string", "description": "文件路径"},
+                    "count": {"type": "integer", "description": "数量"}
+                },
+                "required": ["operation"]
+            }
+        }
+
+    def convert_mcp_args(self, arguments):
+        op = arguments.get("operation", "")
+        name = arguments.get("name", "")
+        return f"{op} {name}".strip()
+
+    def _load_snippets(self):
+        try:
+            if os.path.exists(self.snippets_file):
+                with open(self.snippets_file, 'r', encoding='utf-8') as f:
+                    self.snippets = json.load(f)
+        except Exception:
+            self.snippets = []
+
+    def _save_snippets(self):
+        try:
+            with open(self.snippets_file, 'w', encoding='utf-8') as f:
+                json.dump(self.snippets, f, ensure_ascii=False, indent=2)
+            return None
+        except Exception as e:
+            return f"保存失败: {e}"
+
+    def _gen_id(self, name: str) -> str:
+        return hashlib.md5(f"{name}{time.time()}".encode()).hexdigest()[:8]
+
+    def handle(self, args: str) -> str:
+        try:
+            parts = self._parse_args(args)
+            if not parts:
+                return self._op_list([])
+
+            operation = parts[0].lower()
+            handlers = {
+                "add": self._op_add,
+                "list": self._op_list,
+                "get": self._op_get,
+                "search": self._op_search,
+                "delete": self._op_delete,
+                "edit": self._op_edit,
+                "export": self._op_export,
+                "import": self._op_import,
+                "tags": self._op_tags,
+                "stats": self._op_stats,
+                "recent": self._op_recent,
+                "copy": self._op_copy,
+            }
+
+            handler = handlers.get(operation)
+            if not handler:
+                return f"错误：不支持的操作 '{operation}'"
+            return handler(parts[1:])
+
+        except Exception as e:
+            return f"片段管理错误: {str(e)}"
+
+    def _parse_args(self, args: str) -> List[str]:
+        parts, current, in_quotes, qc = [], "", False, None
+        for ch in args:
+            if ch in ('"', "'") and not in_quotes:
+                in_quotes, qc = True, ch
+            elif ch == qc and in_quotes:
+                in_quotes, qc = False, None
+            elif ch == ' ' and not in_quotes:
+                if current:
+                    parts.append(current)
+                    current = ""
+            else:
+                current += ch
+        if current:
+            parts.append(current)
+        return parts
+
+    def _op_add(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供片段名称"
+        name = args[0]
+        language, code, tags, desc = "", "", [], ""
+
+        i = 1
+        while i < len(args):
+            if args[i] == "-l" and i + 1 < len(args):
+                language = args[i + 1]; i += 1
+            elif args[i] == "-c" and i + 1 < len(args):
+                code = args[i + 1]; i += 1
+            elif args[i] == "-t" and i + 1 < len(args):
+                tags = [t.strip() for t in args[i + 1].split(",") if t.strip()]; i += 1
+            elif args[i] == "-d" and i + 1 < len(args):
+                desc = args[i + 1]; i += 1
+            i += 1
+
+        if not code:
+            return "错误：请用 -c 提供代码内容"
+
+        # 检查重名
+        for s in self.snippets:
+            if s["name"] == name:
+                return f"错误：片段 '{name}' 已存在，用 edit 更新"
+
+        snippet = {
+            "id": self._gen_id(name),
+            "name": name,
+            "language": language,
+            "code": code,
+            "tags": tags,
+            "description": desc,
+            "created_at": datetime.now().strftime("%Y-%m-%d %H:%M:%S"),
+            "usage_count": 0
+        }
+        self.snippets.append(snippet)
+        err = self._save_snippets()
+        if err:
+            return err
+        return f"✅ 已添加片段 '{name}' (ID: {snippet['id']}, 语言: {language or '未指定'})"
+
+    def _op_list(self, args: List[str]) -> str:
+        lang_filter, tag_filter = None, None
+        i = 0
+        while i < len(args):
+            if args[i] == "-l" and i + 1 < len(args):
+                lang_filter = args[i + 1].lower(); i += 1
+            elif args[i] == "-t" and i + 1 < len(args):
+                tag_filter = args[i + 1].lower(); i += 1
+            i += 1
+
+        filtered = self.snippets
+        if lang_filter:
+            filtered = [s for s in filtered if s.get("language", "").lower() == lang_filter]
+        if tag_filter:
+            filtered = [s for s in filtered if any(tag_filter in t.lower() for t in s.get("tags", []))]
+
+        if not filtered:
+            return "📭 没有找到代码片段"
+
+        result = f"\n📝 代码片段列表 (共 {len(filtered)} 个)\n"
+        result += "─" * 55 + "\n"
+        for s in filtered:
+            lang = s.get("language", "未知")
+            tags = ", ".join(s.get("tags", [])) if s.get("tags") else ""
+            code_preview = s.get("code", "")[:60].replace("\n", "↵")
+            result += f"  [{s['id']}] {s['name']} ({lang})\n"
+            if tags:
+                result += f"    ️  {tags}\n"
+            result += f"    {code_preview}...\n"
+            result += f"    ⏱ {s.get('created_at', '未知')}\n\n"
+
+        result += "─" * 55
+        return result
+
+    def _op_get(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供片段名称或ID"
+        key = args[0]
+        snippet = self._find_snippet(key)
+        if not snippet:
+            return f"❌ 未找到片段: {key}"
+
+        snippet["usage_count"] = snippet.get("usage_count", 0) + 1
+        self._save_snippets()
+
+        result = f"\n  片段: {snippet['name']}\n"
+        result += "─" * 50 + "\n"
+        result += f"  ID: {snippet['id']}\n"
+        result += f"  语言: {snippet.get('language', '未指定')}\n"
+        if snippet.get("tags"):
+            result += f" ️  标签: {', '.join(snippet['tags'])}\n"
+        if snippet.get("description"):
+            result += f"  描述: {snippet['description']}\n"
+        result += f"  创建: {snippet.get('created_at', '未知')}\n"
+        result += f"  使用: {snippet.get('usage_count', 0)} 次\n"
+        result += "─" * 50 + "\n"
+        result += f" 代码:\n{snippet['code']}\n"
+        result += "─" * 50
+        return result
+
+    def _op_search(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供搜索关键词"
+        keyword = " ".join(args).lower()
+
+        results = []
+        for s in self.snippets:
+            searchable = f"{s['name']} {s.get('description', '')} {s.get('code', '')} {' '.join(s.get('tags', []))} {s.get('language', '')}".lower()
+            if keyword in searchable:
+                results.append(s)
+
+        if not results:
+            return f" 未找到匹配 '{keyword}' 的片段"
+
+        output = f"  搜索结果 ({len(results)} 个):\n"
+        output += "─" * 50 + "\n"
+        for s in results:
+            lang = s.get("language", "")
+            output += f"  [{s['id']}] {s['name']} ({lang}) - {s.get('description', '')[:40]}\n"
+        return output.rstrip()
+
+    def _op_delete(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供片段名称或ID"
+        key = args[0]
+        for i, s in enumerate(self.snippets):
+            if s["name"] == key or s["id"] == key:
+                removed = self.snippets.pop(i)
+                self._save_snippets()
+                return f" ️  已删除片段: {removed['name']}"
+        return f"❌ 未找到片段: {key}"
+
+    def _op_edit(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供片段名称或ID"
+        key = args[0]
+        snippet = self._find_snippet(key)
+        if not snippet:
+            return f"❌ 未找到片段: {key}"
+
+        new_code = None
+        new_desc = None
+        i = 1
+        while i < len(args):
+            if args[i] == "-c" and i + 1 < len(args):
+                new_code = args[i + 1]; i += 1
+            elif args[i] == "-d" and i + 1 < len(args):
+                new_desc = args[i + 1]; i += 1
+            i += 1
+
+        if new_code:
+            snippet["code"] = new_code
+        if new_desc:
+            snippet["description"] = new_desc
+        snippet["updated_at"] = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+
+        self._save_snippets()
+        return f"✅ 已更新片段: {snippet['name']}"
+
+    def _op_export(self, args: List[str]) -> str:
+        output_file = args[0] if args else "snippets_export.json"
+        try:
+            with open(output_file, 'w', encoding='utf-8') as f:
+                json.dump(self.snippets, f, ensure_ascii=False, indent=2)
+            return f"✅ 已导出 {len(self.snippets)} 个片段到: {output_file}"
+        except Exception as e:
+            return f"❌ 导出失败: {e}"
+
+    def _op_import(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供导入文件路径"
+        file_path = args[0]
+        if not os.path.isfile(file_path):
+            return f"❌ 文件不存在: {file_path}"
+        try:
+            with open(file_path, 'r', encoding='utf-8') as f:
+                imported = json.load(f)
+            if not isinstance(imported, list):
+                return "❌ 文件格式错误：需要 JSON 数组"
+
+            existing_names = {s["name"] for s in self.snippets}
+            added = 0
+            for s in imported:
+                if isinstance(s, dict) and s.get("name") and s["name"] not in existing_names:
+                    s["id"] = self._gen_id(s["name"])
+                    self.snippets.append(s)
+                    existing_names.add(s["name"])
+                    added += 1
+
+            self._save_snippets()
+            return f"✅ 已导入 {added} 个片段 (跳过 {len(imported) - added} 个重复)"
+        except Exception as e:
+            return f"❌ 导入失败: {e}"
+
+    def _op_tags(self, args: List[str]) -> str:
+        tag_count = {}
+        for s in self.snippets:
+            for t in s.get("tags", []):
+                tag_count[t] = tag_count.get(t, 0) + 1
+
+        if not tag_count:
+            return " ️  暂无标签"
+
+        result = " ️  标签列表:\n"
+        for tag, count in sorted(tag_count.items(), key=lambda x: -x[1]):
+            result += f"   {tag} ({count})\n"
+        return result.rstrip()
+
+    def _op_stats(self, args: List[str]) -> str:
+        total = len(self.snippets)
+        if not total:
+            return "📊 暂无片段"
+
+        lang_count = {}
+        total_usage = 0
+        for s in self.snippets:
+            lang = s.get("language", "未知")
+            lang_count[lang] = lang_count.get(lang, 0) + 1
+            total_usage += s.get("usage_count", 0)
+
+        result = f"📊 片段统计\n"
+        result += "─" * 30 + "\n"
+        result += f"   总数: {total}\n"
+        result += f"   总使用: {total_usage} 次\n"
+        result += f"   语言分布:\n"
+        for lang, count in sorted(lang_count.items(), key=lambda x: -x[1]):
+            result += f"     {lang}: {count}\n"
+        return result.rstrip()
+
+    def _op_recent(self, args: List[str]) -> str:
+        count = 5
+        for i, a in enumerate(args):
+            if a == "-n" and i + 1 < len(args):
+                count = int(args[i + 1])
+
+        recent = sorted(self.snippets, key=lambda s: s.get("created_at", ""), reverse=True)[:count]
+        if not recent:
+            return "📭 暂无片段"
+
+        result = f"⏰ 最近 {len(recent)} 个片段:\n"
+        for s in recent:
+            result += f"  [{s['id']}] {s['name']} - {s.get('created_at', '')}\n"
+        return result.rstrip()
+
+    def _op_copy(self, args: List[str]) -> str:
+        if not args:
+            return "错误：请提供片段名称或ID"
+        snippet = self._find_snippet(args[0])
+        if not snippet:
+            return f"❌ 未找到片段: {args[0]}"
+
+        snippet["usage_count"] = snippet.get("usage_count", 0) + 1
+        self._save_snippets()
+        return f" 代码内容 ({snippet['name']}):\n{snippet['code']}"
+
+    def _find_snippet(self, key: str) -> Optional[dict]:
+        for s in self.snippets:
+            if s["name"] == key or s["id"] == key:
+                return s
+        return None
+
+
+def test_plugin():
+    plugin = Liugin()
+    print("代码片段管理器测试:")
+    print(plugin.handle('add hello -l python -c "print(\'Hello, World!\')" -t 示例,入门 -d 最简单的Python程序'))
+    print(plugin.handle('add fib -l python -c "def fib(n): return n if n < 2 else fib(n-1)+fib(n-2)" -t 算法,递归'))
+    print(plugin.handle('list'))
+    print(plugin.handle('search python'))
+
+
+if __name__ == "__main__":
+    test_plugin()

plugins/speech_recognition.py

@@ -543,7 +543,7 @@ if __name__ == "__main__":
 
 
 if __name__ == "__main__":
-    plugin = Plugin()
+    plugin = Liugin()
     print("语音识别插件")
     print(f"临时目录: {plugin.temp_dir}")
     print("\n" + plugin.usage)

plugins/sub_agent.py

@@ -42,7 +42,7 @@ class SubAgent:
         }
 
 
-class Plugin:
+class Liugin:
     """子 Agent 系统 - 创建、管理、协作"""
 
     def __init__(self):

plugins/task_manager.py

@@ -258,7 +258,7 @@ JSON格式示例：
 # 测试函数
 def test_plugin():
     """测试插件功能"""
-    plugin = Plugin()
+    plugin = Liugin()
     print("任务管理插件测试:")
 
     print("\n1. 添加任务:")

plugins/workflow.py

@@ -0,0 +1,804 @@
+"""
+工作流插件 - YAML 定义的多步骤自动化流程
+
+支持:
+  - 顺序执行多步骤
+  - 步骤间变量传递 ({{prev.output}})
+  - 条件分支 (on_fail / on_success)
+  - 错误处理 (continue_on_error)
+  - 状态持久化 (断点续跑)
+  - 调用其他插件作为步骤
+
+用法:
+  /workflow run <file.yaml>
+  /workflow list
+  /workflow status <workflow_id>
+  /workflow resume <workflow_id>
+  /workflow abort <workflow_id>
+"""
+
+import json
+import os
+import re
+import time
+import uuid
+from datetime import datetime
+from colorama import Fore, Style
+
+
+# ── YAML 解析（内置轻量实现，不依赖 PyYAML） ──
+
+def _parse_yaml(text: str) -> dict:
+    """轻量 YAML 解析器，支持工作流所需的子集"""
+    import yaml  # 延迟导入，失败时回退
+    return yaml.safe_load(text)
+
+
+def _parse_yaml_fallback(text: str) -> dict:
+    """内置回退解析器，仅支持简单结构"""
+    result = {}
+    current_key = None
+    current_list = None
+    current_dict = None
+
+    for line in text.split('\n'):
+        stripped = line.strip()
+        if not stripped or stripped.startswith('#'):
+            continue
+
+        indent = len(line) - len(line.lstrip())
+
+        if indent == 0 and ':' in stripped:
+            key, _, val = stripped.partition(':')
+            key = key.strip()
+            val = val.strip()
+            if val:
+                result[key] = _yaml_value(val)
+            else:
+                result[key] = None
+                current_key = key
+                current_list = None
+                current_dict = None
+        elif indent > 0 and stripped.startswith('- '):
+            if current_key:
+                if not isinstance(result.get(current_key), list):
+                    result[current_key] = []
+                item_text = stripped[2:].strip()
+                if ':' in item_text:
+                    item = {}
+                    k, _, v = item_text.partition(':')
+                    item[k.strip()] = _yaml_value(v.strip())
+                    current_dict = item
+                    result[current_key].append(item)
+                else:
+                    result[current_key].append(_yaml_value(item_text))
+        elif indent > 0 and ':' in stripped and current_dict is not None:
+            key, _, val = stripped.partition(':')
+            current_dict[key.strip()] = _yaml_value(val.strip())
+
+    return result
+
+
+def _yaml_value(s: str):
+    """转换单个 YAML 值"""
+    if not s:
+        return None
+    # 去除引号
+    if (s.startswith('"') and s.endswith('"')) or (s.startswith("'") and s.endswith("'")):
+        return s[1:-1]
+    if s.lower() in ('true', 'yes', 'on'):
+        return True
+    if s.lower() in ('false', 'no', 'off'):
+        return False
+    if s.lower() in ('null', 'none', '~'):
+        return None
+    try:
+        return int(s)
+    except ValueError:
+        pass
+    try:
+        return float(s)
+    except ValueError:
+        pass
+    return s
+
+
+def _load_yaml_file(path: str) -> dict:
+    """加载 YAML 文件"""
+    with open(path, 'r', encoding='utf-8') as f:
+        text = f.read()
+    try:
+        return _parse_yaml(text)
+    except ImportError:
+        return _parse_yaml_fallback(text)
+
+
+# ── 变量替换引擎 ──
+
+def _resolve_vars(text: str, context: dict) -> str:
+    """
+    替换 {{key}} 和 {{key.nested}} 形式的变量
+
+    支持:
+      {{var}}           → context['var']
+      {{step.output}}   → context['steps']['step']['output']
+      {{step.exit_code}} → context['steps']['step']['exit_code']
+      {{env.HOME}}      → os.environ['HOME']
+      {{args.name}}     → context['args']['name']
+    """
+    def replacer(match):
+        path = match.group(1).strip()
+        parts = path.split('.')
+
+        if parts[0] == 'env':
+            return os.environ.get('.'.join(parts[1:]), '')
+
+        if parts[0] == 'args' and len(parts) > 1:
+            val = context.get('args', {})
+            for p in parts[1:]:
+                if isinstance(val, dict):
+                    val = val.get(p, '')
+                else:
+                    return ''
+            return str(val)
+
+        if parts[0] == 'steps' and len(parts) >= 3:
+            step_name = parts[1]
+            attr = parts[2]
+            step_data = context.get('steps', {}).get(step_name, {})
+            val = step_data.get(attr, '')
+            # 支持 deeper nesting: {{steps.foo.output.field}}
+            for p in parts[3:]:
+                if isinstance(val, dict):
+                    val = val.get(p, '')
+                else:
+                    return ''
+            return str(val)
+
+        # 顶层变量
+        val = context
+        for p in parts:
+            if isinstance(val, dict):
+                val = val.get(p, '')
+            else:
+                return ''
+        return str(val)
+
+    return re.sub(r'\{\{(.+?)\}\}', replacer, text)
+
+
+def _resolve_value(val, context):
+    """递归解析值中的变量（支持 dict/list/str）"""
+    if isinstance(val, str):
+        return _resolve_vars(val, context)
+    elif isinstance(val, dict):
+        return {k: _resolve_value(v, context) for k, v in val.items()}
+    elif isinstance(val, list):
+        return [_resolve_value(item, context) for item in val]
+    return val
+
+
+# ── 工作流引擎 ──
+
+class WorkflowEngine:
+    """工作流执行引擎"""
+
+    def __init__(self, cli_instance=None):
+        self.cli = cli_instance
+        self.workflows_dir = "workflows"
+        self.state_dir = os.path.join(self.workflows_dir, ".state")
+        os.makedirs(self.state_dir, exist_ok=True)
+
+    def run(self, path: str, args: dict = None) -> str:
+        """执行工作流"""
+        if not os.path.exists(path):
+            return f"❌ 工作流文件不存在: {path}"
+
+        try:
+            wf = _load_yaml_file(path)
+        except Exception as e:
+            return f"❌ 解析工作流文件失败: {e}"
+
+        wf_name = wf.get('name', os.path.basename(path).replace('.yaml', '').replace('.yml', ''))
+        steps = wf.get('steps', [])
+        if not steps:
+            return f"❌ 工作流 '{wf_name}' 没有步骤"
+
+        wf_id = f"{wf_name}-{uuid.uuid4().hex[:8]}"
+        context = {
+            'args': args or {},
+            'steps': {},
+            'workflow': {
+                'id': wf_id,
+                'name': wf_name,
+                'path': path,
+                'started_at': datetime.now().isoformat(),
+            }
+        }
+
+        # 保存初始状态
+        self._save_state(wf_id, {
+            'workflow': wf_name,
+            'path': path,
+            'status': 'running',
+            'current_step': 0,
+            'context': context,
+            'started_at': context['workflow']['started_at'],
+        })
+
+        print(f"\n{Fore.CYAN}🔄 工作流 '{wf_name}' 开始 (ID: {wf_id}){Style.RESET_ALL}")
+        print(f"   共 {len(steps)} 个步骤\n")
+
+        failed = False
+        for i, step in enumerate(steps):
+            step_name = step.get('name', f'step_{i+1}')
+            step_type = step.get('type', 'tool')
+            condition = step.get('if', None)
+            continue_on_error = step.get('continue_on_error', False)
+
+            # 检查条件
+            if condition:
+                resolved_condition = _resolve_vars(condition, context)
+                if not self._eval_condition(resolved_condition):
+                    print(f"  {Fore.YELLOW}⏭ [{step_name}] 条件不满足，跳过{Style.RESET_ALL}")
+                    context['steps'][step_name] = {
+                        'output': '', 'exit_code': 0, 'skipped': True
+                    }
+                    continue
+
+            # 解析步骤参数
+            resolved_step = _resolve_value(step, context)
+
+            print(f"  {Fore.CYAN}▶ [{step_name}] {step_type}{Style.RESET_ALL}")
+
+            # 更新状态
+            self._save_state(wf_id, {
+                'workflow': wf_name,
+                'path': path,
+                'status': 'running',
+                'current_step': i,
+                'current_step_name': step_name,
+                'context': context,
+                'started_at': context['workflow']['started_at'],
+            })
+
+            try:
+                result = self._execute_step(resolved_step, context)
+                context['steps'][step_name] = result
+
+                if result.get('exit_code', 0) == 0:
+                    output_preview = str(result.get('output', ''))[:100]
+                    print(f"  {Fore.GREEN}✓ [{step_name}] 完成{Style.RESET_ALL}"
+                          f"{' → ' + output_preview if output_preview else ''}")
+                else:
+                    failed = True
+                    print(f"  {Fore.RED}✗ [{step_name}] 失败 (exit={result.get('exit_code')}){Style.RESET_ALL}")
+                    print(f"    {result.get('error', result.get('output', ''))[:200]}")
+
+                    if not continue_on_error:
+                        # 检查 on_fail 分支
+                        on_fail = resolved_step.get('on_fail')
+                        if on_fail:
+                            print(f"  {Fore.YELLOW}→ 执行 on_fail 分支{Style.RESET_ALL}")
+                            self._execute_on_fail(on_fail, context)
+                        break
+                    else:
+                        print(f"  {Fore.YELLOW}⚠ continue_on_error=true，继续{Style.RESET_ALL}")
+
+            except Exception as e:
+                failed = True
+                context['steps'][step_name] = {
+                    'output': '', 'exit_code': 1, 'error': str(e)
+                }
+                print(f"  {Fore.RED}✗ [{step_name}] 异常: {e}{Style.RESET_ALL}")
+                if not continue_on_error:
+                    break
+
+        # 完成状态
+        status = 'failed' if failed else 'completed'
+        context['workflow']['finished_at'] = datetime.now().isoformat()
+        context['workflow']['status'] = status
+
+        self._save_state(wf_id, {
+            'workflow': wf_name,
+            'path': path,
+            'status': status,
+            'current_step': len(steps),
+            'context': context,
+            'started_at': context['workflow']['started_at'],
+            'finished_at': context['workflow']['finished_at'],
+        })
+
+        icon = '✅' if not failed else '❌'
+        print(f"\n{icon} 工作流 '{wf_name}' {status} (ID: {wf_id})")
+        return f"{icon} 工作流 '{wf_name}' {status}"
+
+    def resume(self, wf_id: str) -> str:
+        """从断点恢复执行工作流"""
+        state = self._load_state(wf_id)
+        if not state:
+            return f"❌ 未找到工作流状态: {wf_id}"
+
+        if state.get('status') == 'completed':
+            return f"ℹ️ 工作流已完成: {wf_id}"
+
+        path = state.get('path', '')
+        if not os.path.exists(path):
+            return f"❌ 工作流文件不存在: {path}"
+
+        try:
+            wf = _load_yaml_file(path)
+        except Exception as e:
+            return f"❌ 解析工作流文件失败: {e}"
+
+        steps = wf.get('steps', [])
+        start_from = state.get('current_step', 0)
+        context = state.get('context', {})
+
+        print(f"\n{Fore.CYAN}🔄 恢复工作流 '{wf.get('name', wf_id)}' 从步骤 {start_from + 1}{Style.RESET_ALL}")
+
+        failed = False
+        for i in range(start_from, len(steps)):
+            step = steps[i]
+            step_name = step.get('name', f'step_{i+1}')
+            step_type = step.get('type', 'tool')
+            continue_on_error = step.get('continue_on_error', False)
+
+            resolved_step = _resolve_value(step, context)
+            print(f"  {Fore.CYAN}▶ [{step_name}] {step_type}{Style.RESET_ALL}")
+
+            try:
+                result = self._execute_step(resolved_step, context)
+                context['steps'][step_name] = result
+
+                if result.get('exit_code', 0) == 0:
+                    print(f"  {Fore.GREEN}✓ [{step_name}] 完成{Style.RESET_ALL}")
+                else:
+                    failed = True
+                    print(f"  {Fore.RED}✗ [{step_name}] 失败{Style.RESET_ALL}")
+                    if not continue_on_error:
+                        break
+            except Exception as e:
+                failed = True
+                context['steps'][step_name] = {'output': '', 'exit_code': 1, 'error': str(e)}
+                print(f"  {Fore.RED}✗ [{step_name}] 异常: {e}{Style.RESET_ALL}")
+                if not continue_on_error:
+                    break
+
+        status = 'failed' if failed else 'completed'
+        self._save_state(wf_id, {**state, 'status': status, 'current_step': len(steps)})
+
+        return f"{'✅' if not failed else '❌'} 工作流 {status}"
+
+    def list_workflows(self) -> str:
+        """列出所有工作流文件"""
+        if not os.path.exists(self.workflows_dir):
+            return "📁 workflows/ 目录不存在"
+
+        files = [f for f in os.listdir(self.workflows_dir)
+                 if f.endswith(('.yaml', '.yml')) and not f.startswith('.')]
+
+        if not files:
+            return "📁 workflows/ 目录中没有工作流文件"
+
+        result = f"📁 工作流列表 ({len(files)} 个):\n"
+        for f in sorted(files):
+            path = os.path.join(self.workflows_dir, f)
+            try:
+                wf = _load_yaml_file(path)
+                name = wf.get('name', f.replace('.yaml', '').replace('.yml', ''))
+                desc = wf.get('description', '')
+                steps_count = len(wf.get('steps', []))
+                result += f"  📄 {f}\n"
+                result += f"     名称: {name}  步骤: {steps_count}\n"
+                if desc:
+                    result += f"     描述: {desc}\n"
+            except Exception:
+                result += f"  📄 {f} (解析失败)\n"
+        return result
+
+    def status(self, wf_id: str) -> str:
+        """查看工作流状态"""
+        state = self._load_state(wf_id)
+        if not state:
+            return f"❌ 未找到工作流: {wf_id}"
+
+        ctx = state.get('context', {})
+        wf_info = ctx.get('workflow', {})
+        steps_done = ctx.get('steps', {})
+
+        lines = [
+            f"📋 工作流: {state.get('workflow', '?')}",
+            f"   ID: {wf_id}",
+            f"   状态: {state.get('status', '?')}",
+            f"   进度: 步骤 {state.get('current_step', 0)}",
+            f"   开始: {state.get('started_at', '?')}",
+        ]
+        if state.get('finished_at'):
+            lines.append(f"   结束: {state['finished_at']}")
+
+        if steps_done:
+            lines.append(f"   已完成步骤:")
+            for name, data in steps_done.items():
+                icon = '✓' if data.get('exit_code', 0) == 0 else ('⏭' if data.get('skipped') else '✗')
+                lines.append(f"     {icon} {name}")
+
+        return '\n'.join(lines)
+
+    def list_states(self) -> str:
+        """列出所有工作流运行状态"""
+        if not os.path.exists(self.state_dir):
+            return "没有工作流运行记录"
+
+        files = [f for f in os.listdir(self.state_dir) if f.endswith('.json')]
+        if not files:
+            return "没有工作流运行记录"
+
+        result = f"📋 工作流运行记录 ({len(files)} 个):\n"
+        for f in sorted(files, reverse=True)[:20]:
+            wf_id = f.replace('.json', '')
+            try:
+                with open(os.path.join(self.state_dir, f), 'r') as fh:
+                    state = json.load(fh)
+                status_icon = {'running': '🔄', 'completed': '✅', 'failed': '❌'}.get(state.get('status'), '❓')
+                result += f"  {status_icon} {wf_id} — {state.get('workflow', '?')} ({state.get('status', '?')})\n"
+            except Exception:
+                result += f"  ❓ {wf_id}\n"
+        return result
+
+    def abort(self, wf_id: str) -> str:
+        """中止工作流"""
+        state = self._load_state(wf_id)
+        if not state:
+            return f"❌ 未找到工作流: {wf_id}"
+
+        state['status'] = 'aborted'
+        self._save_state(wf_id, state)
+        return f"🛑 工作流已中止: {wf_id}"
+
+    # ── 步骤执行 ──
+
+    def _execute_step(self, step: dict, context: dict) -> dict:
+        """执行单个步骤"""
+        step_type = step.get('type', 'tool')
+
+        if step_type == 'tool':
+            return self._exec_tool_step(step, context)
+        elif step_type == 'shell':
+            return self._exec_shell_step(step, context)
+        elif step_type == 'set':
+            return self._exec_set_step(step, context)
+        elif step_type == 'echo':
+            return self._exec_echo_step(step, context)
+        elif step_type == 'wait':
+            return self._exec_wait_step(step, context)
+        elif step_type == 'if':
+            return self._exec_if_step(step, context)
+        else:
+            return {'output': '', 'exit_code': 1, 'error': f'未知步骤类型: {step_type}'}
+
+    def _exec_tool_step(self, step: dict, context: dict) -> dict:
+        """执行插件工具步骤"""
+        tool_name = step.get('tool', '')
+        tool_args = step.get('args', '')
+
+        if not tool_name:
+            return {'output': '', 'exit_code': 1, 'error': '未指定 tool 名称'}
+
+        if not self.cli:
+            return {'output': '', 'exit_code': 1, 'error': 'CLI 实例不可用'}
+
+        try:
+            # 获取工具管理器
+            tool_mgr = getattr(self.cli, 'tool_manager', None) or getattr(self.cli, 'liugin_manager', None)
+            if not tool_mgr:
+                return {'output': '', 'exit_code': 1, 'error': '工具管理器不可用'}
+
+            # 解析参数
+            args_str = str(tool_args) if tool_args else ''
+
+            # 调用工具
+            if hasattr(tool_mgr, 'execute'):
+                result = tool_mgr.execute(tool_name, args_str)
+                output = result.get('result', '') if isinstance(result, dict) else str(result)
+            elif hasattr(tool_mgr, 'tools'):
+                # LiuginManager 兼容
+                tool = tool_mgr.get_tool_by_name(tool_name)
+                if tool and 'handler' in tool:
+                    output = tool['handler'](args_str)
+                else:
+                    return {'output': '', 'exit_code': 1, 'error': f'未找到工具: {tool_name}'}
+            else:
+                return {'output': '', 'exit_code': 1, 'error': '无法调用工具'}
+
+            return {'output': str(output), 'exit_code': 0}
+
+        except Exception as e:
+            return {'output': '', 'exit_code': 1, 'error': str(e)}
+
+    def _exec_shell_step(self, step: dict, context: dict) -> dict:
+        """执行 shell 命令步骤"""
+        import subprocess
+
+        cmd = step.get('command', step.get('cmd', ''))
+        if not cmd:
+            return {'output': '', 'exit_code': 1, 'error': '未指定 command'}
+
+        cwd = step.get('cwd', None)
+        timeout = step.get('timeout', 60)
+
+        try:
+            result = subprocess.run(
+                cmd, shell=True, capture_output=True, text=True,
+                timeout=timeout, cwd=cwd
+            )
+            return {
+                'output': result.stdout.strip(),
+                'error': result.stderr.strip(),
+                'exit_code': result.returncode,
+            }
+        except subprocess.TimeoutExpired:
+            return {'output': '', 'exit_code': 1, 'error': f'命令超时 ({timeout}s)'}
+        except Exception as e:
+            return {'output': '', 'exit_code': 1, 'error': str(e)}
+
+    def _exec_set_step(self, step: dict, context: dict) -> dict:
+        """设置变量步骤"""
+        variables = step.get('variables', step.get('vars', {}))
+        for key, val in variables.items():
+            context[key] = _resolve_value(val, context)
+        return {'output': f'设置 {len(variables)} 个变量', 'exit_code': 0}
+
+    def _exec_echo_step(self, step: dict, context: dict) -> dict:
+        """打印步骤"""
+        message = step.get('message', step.get('text', ''))
+        resolved = _resolve_vars(str(message), context)
+        print(f"    💬 {resolved}")
+        return {'output': resolved, 'exit_code': 0}
+
+    def _exec_wait_step(self, step: dict, context: dict) -> dict:
+        """等待步骤"""
+        seconds = step.get('seconds', step.get('time', 1))
+        time.sleep(seconds)
+        return {'output': f'等待 {seconds} 秒', 'exit_code': 0}
+
+    def _exec_if_step(self, step: dict, context: dict) -> dict:
+        """条件分支步骤"""
+        condition = step.get('condition', '')
+        resolved = _resolve_vars(str(condition), context)
+
+        if self._eval_condition(resolved):
+            then_steps = step.get('then', [])
+            return self._run_sub_steps(then_steps, context)
+        else:
+            else_steps = step.get('else', [])
+            if else_steps:
+                return self._run_sub_steps(else_steps, context)
+            return {'output': '条件不满足，无 else 分支', 'exit_code': 0}
+
+    def _run_sub_steps(self, steps: list, context: dict) -> dict:
+        """执行子步骤列表"""
+        outputs = []
+        for sub_step in steps:
+            result = self._execute_step(sub_step, context)
+            outputs.append(result.get('output', ''))
+            if result.get('exit_code', 0) != 0:
+                return result
+        return {'output': '\n'.join(outputs), 'exit_code': 0}
+
+    def _eval_condition(self, condition: str) -> bool:
+        """评估条件表达式"""
+        condition = condition.strip()
+        if not condition:
+            return True
+
+        # 简单比较: "value == expected"
+        for op in ['==', '!=', '>=', '<=', '>', '<']:
+            if op in condition:
+                left, _, right = condition.partition(op)
+                left = left.strip().strip('"').strip("'")
+                right = right.strip().strip('"').strip("'")
+                try:
+                    left_n, right_n = float(left), float(right)
+                    if op == '==': return left_n == right_n
+                    if op == '!=': return left_n != right_n
+                    if op == '>=': return left_n >= right_n
+                    if op == '<=': return left_n <= right_n
+                    if op == '>': return left_n > right_n
+                    if op == '<': return left_n < right_n
+                except ValueError:
+                    if op == '==': return left == right
+                    if op == '!=': return left != right
+
+        # 布尔值
+        if condition.lower() in ('true', '1', 'yes'):
+            return True
+        if condition.lower() in ('false', '0', 'no', ''):
+            return False
+
+        # 非空即真
+        return bool(condition)
+
+    def _execute_on_fail(self, on_fail, context: dict):
+        """执行 on_fail 处理"""
+        if isinstance(on_fail, str):
+            print(f"    💬 {on_fail}")
+        elif isinstance(on_fail, list):
+            for step in on_fail:
+                self._execute_step(step, context)
+
+    # ── 状态持久化 ──
+
+    def _save_state(self, wf_id: str, state: dict):
+        """保存工作流状态"""
+        path = os.path.join(self.state_dir, f"{wf_id}.json")
+        try:
+            with open(path, 'w', encoding='utf-8') as f:
+                json.dump(state, f, ensure_ascii=False, indent=2, default=str)
+        except Exception as e:
+            print(f"{Fore.YELLOW}⚠ 保存状态失败: {e}{Style.RESET_ALL}")
+
+    def _load_state(self, wf_id: str) -> dict:
+        """加载工作流状态"""
+        path = os.path.join(self.state_dir, f"{wf_id}.json")
+        if not os.path.exists(path):
+            return {}
+        try:
+            with open(path, 'r', encoding='utf-8') as f:
+                return json.load(f)
+        except Exception:
+            return {}
+
+
+# ── Liugin 插件接口 ──
+
+class Liugin:
+    """工作流插件"""
+
+    def __init__(self):
+        self.engine = None
+        self.usage = """工作流工具使用方法：
+
+JSON格式示例：
+{"action": "use_tool", "tool": "workflow", "args": "run deploy.yaml"} - 执行工作流
+{"action": "use_tool", "tool": "workflow", "args": "list"} - 列出工作流文件
+{"action": "use_tool", "tool": "workflow", "args": "states"} - 查看运行记录
+{"action": "use_tool", "tool": "workflow", "args": "status <id>"} - 查看状态
+{"action": "use_tool", "tool": "workflow", "args": "resume <id>"} - 恢复执行
+{"action": "use_tool", "tool": "workflow", "args": "abort <id>"} - 中止工作流
+
+工作流 YAML 格式示例：
+name: deploy
+description: 部署流程
+steps:
+  - name: lint
+    type: shell
+    command: "npm run lint"
+  - name: test
+    type: shell
+    command: "npm test"
+    continue_on_error: true
+  - name: build
+    type: shell
+    command: "npm run build"
+    if: "{{test.exit_code}} == 0"
+  - name: notify
+    type: echo
+    message: "构建完成: {{build.output}}"
+
+支持的步骤类型:
+  - tool: 调用插件工具 (tool, args)
+  - shell: 执行系统命令 (command, cwd, timeout)
+  - echo: 打印消息 (message)
+  - wait: 等待 (seconds)
+  - set: 设置变量 (variables)
+  - if: 条件分支 (condition, then, else)
+
+变量引用:
+  {{steps.step_name.output}}  - 步骤输出
+  {{steps.step_name.exit_code}} - 步骤退出码
+  {{env.VAR_NAME}} - 环境变量
+  {{args.param}} - 工作流参数"""
+
+    def set_cli(self, cli):
+        self.cli = cli
+        self.engine = WorkflowEngine(cli)
+        cli.register_liugin_command('workflow', self.command_handler)
+        cli.register_liugin_command('wf', self.command_handler)
+
+    def command_handler(self, args):
+        return self.handle(args)
+
+    def get_tool_info(self):
+        return {
+            "name": "workflow",
+            "description": "工作流引擎 - YAML 定义的多步骤自动化流程，支持变量传递、条件分支、断点续跑",
+            "keywords": ["workflow", "工作流", "流程", "自动化", "pipeline", "deploy", "build", "run"],
+            "usage": self.usage
+        }
+
+    def get_mcp_definition(self):
+        return {
+            "name": "workflow",
+            "description": "工作流引擎 - 执行、管理 YAML 定义的自动化工作流",
+            "inputSchema": {
+                "type": "object",
+                "properties": {
+                    "operation": {
+                        "type": "string",
+                        "enum": ["run", "list", "states", "status", "resume", "abort"],
+                        "description": "操作类型"
+                    },
+                    "target": {
+                        "type": "string",
+                        "description": "工作流文件路径(run) 或工作流ID(status/resume/abort)"
+                    },
+                    "args": {
+                        "type": "object",
+                        "description": "工作流参数 (run 时使用)"
+                    }
+                },
+                "required": ["operation"]
+            }
+        }
+
+    def convert_mcp_args(self, arguments):
+        op = arguments.get("operation", "")
+        target = arguments.get("target", "")
+        args = arguments.get("args", "")
+        if args and isinstance(args, dict):
+            args_str = ' '.join(f'{k}={v}' for k, v in args.items())
+            return f"{op} {target} {args_str}".strip()
+        return f"{op} {target}".strip()
+
+    def handle(self, args):
+        try:
+            args = args.strip()
+            if not args:
+                return self.usage
+
+            parts = args.split(None, 2)
+            action = parts[0].lower()
+
+            if action == 'run':
+                if len(parts) < 2:
+                    return "❌ 请指定工作流文件: workflow run <file.yaml>"
+                path = parts[1]
+                # 解析内联参数
+                wf_args = {}
+                if len(parts) > 2:
+                    for part in parts[2].split():
+                        if '=' in part:
+                            k, v = part.split('=', 1)
+                            wf_args[k] = v
+                return self.engine.run(path, wf_args)
+
+            elif action == 'list':
+                return self.engine.list_workflows()
+
+            elif action == 'states':
+                return self.engine.list_states()
+
+            elif action == 'status':
+                if len(parts) < 2:
+                    return "❌ 请指定工作流 ID: workflow status <id>"
+                return self.engine.status(parts[1])
+
+            elif action == 'resume':
+                if len(parts) < 2:
+                    return "❌ 请指定工作流 ID: workflow resume <id>"
+                return self.engine.resume(parts[1])
+
+            elif action == 'abort':
+                if len(parts) < 2:
+                    return "❌ 请指定工作流 ID: workflow abort <id>"
+                return self.engine.abort(parts[1])
+
+            else:
+                # 默认当作 run
+                if os.path.exists(action):
+                    return self.engine.run(action)
+                return f"❌ 未知操作: {action}\n\n{self.usage}"
+
+        except Exception as e:
+            return f"❌ 工作流操作错误: {e}"

plugins_config.py

@@ -16,3 +16,5 @@ ENABLE_TOOL_SEARCH = True
 ENABLE_AUTO_ENGINEER = True
 ENABLE_GIT_WORKFLOW = True
 ENABLE_PROJECT_ANALYZER = True
+
+ENABLE_DGLAB_WS = False

skills/file-manager/scripts/test.txt

@@ -1,3 +0,0 @@
-Line 1
-MODIFIED LINE
-Line 3

skills/file-manager/scripts/test_multi.txt

@@ -1,5 +0,0 @@
-Line 1
-REPLACED LINE 2
-Line 3
-REPLACED LINE 4
-Line 5

tests/test_plugins.py

@@ -357,6 +357,147 @@ class TestBrowserAuto:
 #  引擎加载测试
 # ══════════════════════════════════════
 
+class TestGuiAuto:
+    """gui_auto 功能测试"""
+
+    @pytest.fixture
+    def gui(self):
+        mod = load_module("gui_auto", os.path.join(PLUGINS_DIR, "gui_auto.py"))
+        return mod.Plugin()
+
+    def test_tool_info(self, gui):
+        info = gui.get_tool_info()
+        assert info["name"] == "gui_auto"
+        assert "GUI" in info["description"]
+        assert len(info["keywords"]) >= 5
+
+    def test_mcp_definition(self, gui):
+        mcp = gui.get_mcp_definition()
+        assert mcp["name"] == "gui_auto"
+        assert "inputSchema" in mcp
+        assert "operation" in mcp["inputSchema"]["properties"]
+
+    def test_convert_mcp_args(self, gui):
+        args = {"operation": "click", "target": "确定"}
+        result = gui.convert_mcp_args(args)
+        assert "click" in result
+        assert "确定" in result
+
+    def test_convert_mcp_args_xy(self, gui):
+        args = {"operation": "click", "x": 100, "y": 200}
+        result = gui.convert_mcp_args(args)
+        assert "--xy" in result
+        assert "100" in result
+
+    def test_convert_mcp_args_snapshot(self, gui):
+        args = {"operation": "snapshot", "depth": 3}
+        result = gui.convert_mcp_args(args)
+        assert "snapshot" in result
+        assert "3" in result
+
+    def test_empty_args(self, gui):
+        result = gui.handle("")
+        assert "错误" in result
+
+    def test_invalid_operation(self, gui):
+        result = gui.handle("nonexistent_op")
+        assert "不支持" in result
+
+    def test_click_no_args(self, gui):
+        result = gui.handle("click")
+        assert "错误" in result
+
+    def test_type_no_args(self, gui):
+        result = gui.handle("type")
+        assert "错误" in result
+
+    def test_type_missing_text(self, gui):
+        result = gui.handle("type 按钮")
+        assert "错误" in result
+
+    def test_find_no_args(self, gui):
+        result = gui.handle("find")
+        assert "错误" in result
+
+    def test_findall_no_args(self, gui):
+        result = gui.handle("findall")
+        assert "错误" in result
+
+    def test_info_no_args(self, gui):
+        result = gui.handle("info")
+        assert "错误" in result
+
+    def test_value_no_args(self, gui):
+        result = gui.handle("value")
+        assert "错误" in result
+
+    def test_tree_no_args(self, gui):
+        result = gui.handle("tree")
+        assert "错误" in result
+
+    def test_wait_no_args(self, gui):
+        result = gui.handle("wait")
+        assert "错误" in result
+
+    def test_exists_no_args(self, gui):
+        result = gui.handle("exists")
+        assert "错误" in result
+
+    def test_highlight_no_args(self, gui):
+        result = gui.handle("highlight")
+        assert "错误" in result
+
+    def test_state_no_args(self, gui):
+        result = gui.handle("state")
+        assert "错误" in result
+
+    def test_keys_no_args(self, gui):
+        result = gui.handle("keys")
+        assert "错误" in result
+
+    def test_focus_no_args(self, gui):
+        result = gui.handle("focus")
+        assert "错误" in result
+
+    def test_click_xy_format_error(self, gui):
+        result = gui.handle("click --xy abc")
+        assert "错误" in result
+
+    def test_format_element_info(self, gui):
+        el = {
+            "name": "测试按钮", "type": "Button", "class": "Button",
+            "automation_id": "btn_ok",
+            "bounds": {"left": 100, "top": 200, "width": 80, "height": 30,
+                       "right": 180, "bottom": 230},
+            "enabled": True, "focused": False
+        }
+        result = gui._format_element_info(el)
+        assert "测试按钮" in result
+        assert "Button" in result
+        assert "btn_ok" in result
+
+    def test_format_element_info_detailed(self, gui):
+        el = {
+            "name": "输入框", "type": "Edit", "class": "Edit",
+            "automation_id": "", "enabled": True, "focused": True,
+            "value": "hello",
+            "bounds": {"left": 0, "top": 0, "width": 200, "height": 25,
+                       "right": 200, "bottom": 25}
+        }
+        result = gui._format_element_info(el, detailed=True)
+        assert "输入框" in result
+        assert "hello" in result
+
+    def test_all_operations_route(self, gui):
+        """所有操作都能正确路由"""
+        for op in ["snapshot", "screenshot", "windows", "focus", "click",
+                    "rightclick", "doubleclick", "type", "clear", "keys",
+                    "scroll", "find", "findall", "info", "value", "tree",
+                    "wait", "exists", "highlight", "state"]:
+            result = gui.handle(f"{op} test")
+            assert isinstance(result, str)
+
+
 class TestSubAgent:
     """sub_agent 功能测试"""
 

unified_tool_manager.py

@@ -5,10 +5,13 @@
 
 import os
 import json
+import logging
 import threading
 from typing import Dict, List, Any, Optional, Union, Callable
 from colorama import Fore, Style
 
+logger = logging.getLogger(__name__)
+
 
 class UnifiedToolManager:
     """
@@ -44,26 +47,31 @@ class UnifiedToolManager:
         self._mcp_tools_cache: Optional[List[Dict]] = None
 
     def initialize(self, plugins_dir: str = "plugins", skills_dir: str = "skills") -> None:
-        """
+        """初始化并加载所有工具"""
-        初始化并加载所有工具
+        self._plugins_dir = plugins_dir
-        
+        self._skills_dir = skills_dir
-        Args:
-            plugins_dir: Liugin 目录
-            skills_dir: Skill 目录
-        """
-        # 加载 Liugins
         self._load_plugins(plugins_dir)
-        
-        # 加载 Skills
         self._load_skills(skills_dir)
-        
-        # 构建缓存
         self._build_mcp_cache()
 
         print(f"{Fore.GREEN}[统一工具管理器] 加载完成: {len(self._tools)} 个工具{Style.RESET_ALL}")
         print(f"  - Liugin 协议: {sum(1 for p in self._protocol_map.values() if p == 'liugin')}")
         print(f"  - Skill 协议: {sum(1 for p in self._protocol_map.values() if p == 'skill')}")
 
+    def shutdown(self) -> None:
+        """关闭管理器，清理所有插件实例"""
+        with self._lock:
+            for name, tool in self._tools.items():
+                instance = tool.get('instance')
+                if instance and hasattr(instance, 'cleanup'):
+                    try:
+                        instance.cleanup()
+                    except Exception:
+                        pass
+            self._tools.clear()
+            self._protocol_map.clear()
+            self._mcp_tools_cache = None
+
     def _load_plugins(self, plugins_dir: str) -> None:
         """加载 Liugin 协议工具"""
         import importlib.util
@@ -71,7 +79,6 @@ class UnifiedToolManager:
         if not os.path.exists(plugins_dir):
             return
 
-        # 获取启用的插件列表
         enabled_plugins = self._get_enabled_plugins(plugins_dir)
 
         for filename in os.listdir(plugins_dir):
@@ -80,7 +87,6 @@ class UnifiedToolManager:
 
             plugin_name = filename[:-3]
 
-            # 检查是否启用
             if enabled_plugins is not None and plugin_name.lower() not in enabled_plugins:
                 continue
 
@@ -91,7 +97,6 @@ class UnifiedToolManager:
                 module = importlib.util.module_from_spec(spec)
                 spec.loader.exec_module(module)
 
-                # 兼容 Plugin 和 Liugin 两种类名
                 plugin_class = None
                 if hasattr(module, 'Liugin'):
                     plugin_class = module.Liugin
@@ -101,19 +106,16 @@ class UnifiedToolManager:
                 if plugin_class:
                     plugin_instance = plugin_class()
 
-                    # 设置 CLI 引用
                     if hasattr(plugin_instance, 'set_cli') and self.cli:
                         plugin_instance.set_cli(self.cli)
 
                     tool_info = plugin_instance.get_tool_info()
                     tool_name = tool_info.get('name', plugin_name)
 
-                    # 获取 MCP 工具定义（如果插件提供）
                     mcp_definition = None
                     if hasattr(plugin_instance, 'get_mcp_definition'):
                         mcp_definition = plugin_instance.get_mcp_definition()
 
-                    # 注册到统一工具表
                     self._tools[tool_name] = {
                         'name': tool_name,
                         'description': tool_info.get('description', ''),
@@ -140,11 +142,9 @@ class UnifiedToolManager:
 
             self._skill_loader = SkillLoader(skills_dir)
 
-            # 先发现所有技能
             discovered = self._skill_loader.discover_skills(skills_dir)
             print(f"{Fore.CYAN}发现 {len(discovered)} 个技能: {[s['name'] for s in discovered]}{Style.RESET_ALL}")
 
-            # 加载所有技能
             self._skill_loader.load_all_skills(skills_dir)
 
             loaded_count = len(self._skill_loader.skills)
@@ -153,24 +153,19 @@ class UnifiedToolManager:
                 return
 
             for skill_name, skill in self._skill_loader.skills.items():
-                # 设置 CLI 引用 (仅 Python 类技能)
                 if hasattr(skill, 'set_cli') and self.cli:
                     skill.set_cli(self.cli)
 
-                # 获取工具定义
                 tool_def = skill.get_tool_definition()
                 func_def = tool_def.get('function', {})
 
-                # 检查是否已有同名 Plugin，Skill 优先覆盖
                 if skill_name in self._tools:
                     old_protocol = self._protocol_map[skill_name]
                     print(f"{Fore.YELLOW}工具 '{skill_name}' 已存在({old_protocol})，使用 Skill 协议覆盖{Style.RESET_ALL}")
 
-                # 判断技能格式
                 is_markdown = isinstance(skill, MarkdownSkill)
                 skill_format = "markdown" if is_markdown else "python"
 
-                # 注册到统一工具表
                 self._tools[skill_name] = {
                     'name': skill_name,
                     'description': func_def.get('description', ''),
@@ -182,9 +177,10 @@ class UnifiedToolManager:
                     'instance': skill,
                     'tool_definition': tool_def,
                     'anthropic_definition': skill.get_anthropic_tool_definition(),
-                    'mcp_definition': tool_def  # Skill 的 OpenAI 格式就是 MCP 格式
+                    'mcp_definition': tool_def
                 }
                 self._protocol_map[skill_name] = 'skill'
+
                 print(f"{Fore.GREEN}已加载 Skill ({skill_format}): {skill_name}{Style.RESET_ALL}")
 
         except ImportError as e:
@@ -193,19 +189,12 @@ class UnifiedToolManager:
             print(f"{Fore.RED}加载 Skills 失败: {e}{Style.RESET_ALL}")
 
     def _create_skill_handler(self, skill) -> callable:
-        """
+        """为 Skill 创建兼容 Plugin 的 handler"""
-        为 Skill 创建兼容 Plugin 的 handler
-        
-        支持 Markdown 和 Python 两种技能格式
-        """
         from skills.base import MarkdownSkill, Skill
 
         def handler(args: str) -> str:
-            import json
-            
             kwargs = {}
 
-            # 解析参数
             args = args.strip()
             if args.startswith('{'):
                 try:
@@ -213,7 +202,6 @@ class UnifiedToolManager:
                 except json.JSONDecodeError:
                     kwargs = {'operation': args}
             elif '=' in args:
-                # key=value 格式: "directory=. file_pattern=*.py"
                 for part in args.split():
                     if '=' in part:
                         k, v = part.split('=', 1)
@@ -223,11 +211,9 @@ class UnifiedToolManager:
             else:
                 kwargs = {'operation': args}
 
-            # Markdown 技能: 返回指令供 AI 执行
             if isinstance(skill, MarkdownSkill):
                 return f"[Skill: {skill.name}]\n{skill.instructions}"
 
-            # Python 技能: 直接执行
             if hasattr(skill, 'run'):
                 result = skill.run(**kwargs)
                 if result.success:
@@ -241,14 +227,12 @@ class UnifiedToolManager:
 
     def _get_enabled_plugins(self, plugins_dir: str) -> Optional[List[str]]:
         """获取启用的插件列表"""
-        # 检查环境变量
         enabled_env = os.environ.get("XIAOLI_ENABLED_PLUGINS")
         if enabled_env is not None:
             if enabled_env == "":
                 return []
             return [p.lower() for p in enabled_env.split(",")]
 
-        # 检查配置文件
         config_file = os.path.join(os.path.dirname(plugins_dir), "plugins_config.py")
         if os.path.exists(config_file):
             try:
@@ -267,7 +251,7 @@ class UnifiedToolManager:
             except Exception:
                 pass
 
-        return None  # 加载全部
+        return None
 
     def _build_mcp_cache(self) -> None:
         """构建 MCP 工具定义缓存（线程安全）"""
@@ -276,56 +260,28 @@ class UnifiedToolManager:
             for tool in self._tools.values():
                 mcp_def = tool.get('mcp_definition')
                 if mcp_def:
-                    # 确保符合 MCP 标准
                     normalized = self._normalize_mcp_definition(mcp_def)
                     self._mcp_tools_cache.append(normalized)
                 else:
-                    # 为没有 MCP 定义的 Plugin 生成默认定义
                     self._mcp_tools_cache.append(self._generate_mcp_definition(tool))
 
     def _normalize_mcp_definition(self, mcp_def: Dict[str, Any]) -> Dict[str, Any]:
-        """
+        """标准化 MCP 工具定义"""
-        标准化 MCP 工具定义
-        
-        支持多种输入格式并转换为标准 MCP 格式
-        """
-        # 如果已经是 MCP 格式（有 name 或 inputSchema）
         if 'name' in mcp_def and ('inputSchema' in mcp_def or 'description' in mcp_def):
             return mcp_def
 
-        # 如果是 OpenAI Function Calling 格式，转换
         if mcp_def.get('type') == 'function' and 'function' in mcp_def:
             func = mcp_def['function']
             return {
                 "name": func.get('name', ''),
                 "description": func.get('description', ''),
-                "inputSchema": func.get('parameters', {
+                "inputSchema": func.get('parameters', {"type": "object", "properties": {}})
-                    "type": "object",
-                    "properties": {}
-                })
             }
 
-        # 其他情况，直接返回
         return mcp_def
 
     def _generate_mcp_definition(self, tool: Dict[str, Any]) -> Dict[str, Any]:
-        """
+        """为 Plugin 生成符合 MCP 标准的工具定义"""
-        为 Plugin 生成符合 MCP 标准的工具定义
-        
-        MCP 官方格式 (2025-03-26):
-        {
-            "name": "tool_name",
-            "title": "Human Readable Name",  // optional
-            "description": "Human-readable description",
-            "inputSchema": {
-                "type": "object",
-                "properties": {...},
-                "required": [...]
-            },
-            "outputSchema": {...},  // optional
-            "annotations": {...}    // optional
-        }
-        """
         return {
             "name": tool['name'],
             "description": tool.get('description', ''),
@@ -357,17 +313,7 @@ class UnifiedToolManager:
         return self._protocol_map.get(name)
 
     def execute(self, tool_name: str, args: str = "", **kwargs) -> Dict[str, Any]:
-        """
+        """执行工具调用"""
-        执行工具调用
-        
-        Args:
-            tool_name: 工具名称
-            args: 参数字符串（Plugin 格式）
-            **kwargs: 关键字参数（Skill 格式或 MCP arguments）
-        
-        Returns:
-            {"result": "..."} 格式的结果
-        """
         tool = self._tools.get(tool_name)
 
         if not tool:
@@ -379,20 +325,16 @@ class UnifiedToolManager:
             instance = tool.get('instance')
 
             if protocol == 'skill' and kwargs:
-                # Skill 协议，使用 kwargs
                 skill = tool['instance']
                 result = skill.run(**kwargs)
                 return {"result": result.message or str(result.data) if result.success else f"错误: {result.error}"}
 
             elif protocol == 'liugin' and kwargs and not args:
-                # Liugin 协议但有 MCP 结构化参数，需要转换
-                # 检查插件是否有 convert_mcp_args 方法
                 if instance and hasattr(instance, 'convert_mcp_args'):
                     args = instance.convert_mcp_args(kwargs)
                 else:
                     args = self._convert_mcp_args_to_plugin_args(tool_name, kwargs, instance)
 
-            # 执行 handler
             result = handler(args)
             return {"result": result if result is not None else "无结果"}
 
@@ -402,42 +344,14 @@ class UnifiedToolManager:
     # ==================== MCP 协议支持 ====================
 
     def get_mcp_tools(self) -> List[Dict[str, Any]]:
-        """
+        """获取 MCP 格式的工具定义列表"""
-        获取 MCP 格式的工具定义列表
-        
-        MCP (Model Context Protocol) 使用 OpenAI Function Calling 格式
-        作为标准工具定义格式
-        
-        Returns:
-            List of MCP tool definitions
-        """
         with self._lock:
             if self._mcp_tools_cache is None:
                 self._build_mcp_cache()
-            return self._mcp_tools_cache.copy()  # 返回副本，避免外部修改
+            return self._mcp_tools_cache.copy()
 
     def mcp_call(self, tool_name: str, arguments: Dict[str, Any]) -> Dict[str, Any]:
-        """
+        """MCP 格式的工具调用入口"""
-        MCP 格式的工具调用入口
-        
-        这是 MCP 协议的主要调用接口，接收结构化参数并返回结果
-        
-        Args:
-            tool_name: 工具名称
-            arguments: 结构化参数 (JSON对象)
-        
-        Returns:
-            MCP 标准响应格式:
-            {
-                "content": [
-                    {
-                        "type": "text",
-                        "text": "结果内容"
-                    }
-                ],
-                "isError": false
-            }
-        """
         tool = self._tools.get(tool_name)
 
         if not tool:
@@ -448,13 +362,11 @@ class UnifiedToolManager:
             instance = tool.get('instance')
 
             if protocol == 'liugin':
-                # Liugin 协议: 将 arguments 转换为 args 字符串
                 args = self._convert_mcp_args_to_plugin_args(tool_name, arguments, instance)
                 result = tool['handler'](args)
                 return self._mcp_success(result if result else "执行完成")
 
             elif protocol == 'skill':
-                # Skill 协议: 直接传递 arguments 作为 kwargs
                 from skills.base import MarkdownSkill
 
                 if isinstance(instance, MarkdownSkill):
@@ -474,36 +386,20 @@ class UnifiedToolManager:
 
     def _convert_mcp_args_to_plugin_args(self, tool_name: str, arguments: Dict[str, Any],
                                           instance: Any) -> str:
-        """
+        """将 MCP 结构化参数转换为 Plugin 的 args 字符串"""
-        将 MCP 结构化参数转换为 Plugin 的 args 字符串
-        
-        Args:
-            tool_name: 工具名称
-            arguments: MCP 参数对象
-            instance: 插件实例（可能有自定义转换方法）
-        
-        Returns:
-            args 字符串
-        """
-        # 检查插件是否有自定义的 MCP 参数转换方法
         if instance and hasattr(instance, 'convert_mcp_args'):
             return instance.convert_mcp_args(arguments)
 
-        # 默认转换策略
         if 'args' in arguments:
-            # 如果有 args 字段，直接使用
             return arguments['args']
 
-        # 将 arguments 转换为命令行格式
         parts = []
 
-        # 第一个参数通常是操作/命令
         if 'operation' in arguments:
             parts.append(arguments['operation'])
         elif 'action' in arguments:
             parts.append(arguments['action'])
 
-        # 添加其他参数
         for key, value in arguments.items():
             if key in ('operation', 'action'):
                 continue
@@ -522,51 +418,20 @@ class UnifiedToolManager:
         return ' '.join(parts)
 
     def _quote_if_needed(self, s: str) -> str:
-        """如果字符串包含空格，添加引号"""
         if ' ' in s or '"' in s:
             return f'"{s}"'
         return s
 
     def _mcp_success(self, text: str) -> Dict[str, Any]:
-        """生成 MCP 成功响应"""
+        return {"content": [{"type": "text", "text": text}], "isError": False}
-        return {
-            "content": [
-                {
-                    "type": "text",
-                    "text": text
-                }
-            ],
-            "isError": False
-        }
 
     def _mcp_error(self, error_msg: str) -> Dict[str, Any]:
-        """生成 MCP 错误响应"""
+        return {"content": [{"type": "text", "text": error_msg}], "isError": True}
-        return {
-            "content": [
-                {
-                    "type": "text",
-                    "text": error_msg
-                }
-            ],
-            "isError": True
-        }
 
     # ==================== 兼容性 API ====================
 
     def get_openai_tools(self) -> List[Dict[str, Any]]:
-        """
+        """获取 OpenAI Function Calling 格式的工具定义"""
-        获取 OpenAI Function Calling 格式的工具定义
-        
-        OpenAI 格式:
-        {
-            "type": "function",
-            "function": {
-                "name": "...",
-                "description": "...",
-                "parameters": {...}
-            }
-        }
-        """
         tools = []
         for mcp_def in self.get_mcp_tools():
             tools.append({
@@ -574,103 +439,68 @@ class UnifiedToolManager:
                 "function": {
                     "name": mcp_def.get("name", ""),
                     "description": mcp_def.get("description", ""),
-                    "parameters": mcp_def.get("inputSchema", {
+                    "parameters": mcp_def.get("inputSchema", {"type": "object", "properties": {}})
-                        "type": "object",
-                        "properties": {}
-                    })
                 }
             })
         return tools
 
     def get_anthropic_tools(self) -> List[Dict[str, Any]]:
-        """
+        """获取 Anthropic Tool Use 格式的工具定义"""
-        获取 Anthropic Tool Use 格式的工具定义
-        
-        Anthropic 格式:
-        {
-            "name": "tool_name",
-            "description": "...",
-            "input_schema": {...}
-        }
-        """
         tools = []
         for mcp_def in self.get_mcp_tools():
             tools.append({
                 "name": mcp_def.get("name", ""),
                 "description": mcp_def.get("description", ""),
-                "input_schema": mcp_def.get("inputSchema", {
+                "input_schema": mcp_def.get("inputSchema", {"type": "object", "properties": {}})
-                    "type": "object",
-                    "properties": {}
-                })
             })
         return tools
 
     def search_tools(self, query: str, limit: int = 5) -> List[Dict[str, Any]]:
-        """
+        """搜索工具"""
-        搜索工具
-        
-        Args:
-            query: 搜索关键词
-            limit: 返回数量限制
-        
-        Returns:
-            匹配的工具列表
-        """
         query_lower = query.lower()
-        # 标准化：移除所有分隔符（连字符、下划线、空格）
         query_normalized = query_lower.replace('-', '').replace('_', '').replace(' ', '')
         matches = []
 
         for tool in self._tools.values():
-            score = 0
+            score = self._score_tool_match(tool, query_lower, query_normalized)
-            name = tool['name'].lower()
-            name_normalized = name.replace('-', '').replace('_', '')
-            desc = tool['description'].lower()
-            keywords = [kw.lower() for kw in tool.get('keywords', [])]
-            
-            # 名称完全匹配（忽略分隔符差异）
-            if query_lower == name or query_normalized == name_normalized:
-                score += 100
-            # 名称包含（标准化后匹配）
-            elif query_normalized in name_normalized or query_lower in name:
-                score += 50
-            # 描述包含
-            if query_lower in desc:
-                score += 30
-            # 关键词匹配
-            for kw in keywords:
-                kw_normalized = kw.replace('-', '').replace('_', '')
-                if query_lower in kw or query_normalized in kw_normalized:
-                    score += 20
-                    break
-            
             if score > 0:
                 matches.append({
                     'name': tool['name'],
                     'description': tool['description'],
                     'usage': tool.get('usage', ''),
-                    'keywords': keywords,
+                    'keywords': [kw.lower() for kw in tool.get('keywords', [])],
                     'protocol': tool['protocol'],
                     'instance': tool.get('instance'),
                     'score': score
                 })
 
-        # 按分数排序
         matches.sort(key=lambda x: x['score'], reverse=True)
         return matches[:limit]
 
+    def _score_tool_match(self, tool: Dict, query_lower: str, query_normalized: str) -> int:
+        """计算工具匹配分数"""
+        score = 0
+        name = tool.get('name', '').lower()
+        name_normalized = name.replace('-', '').replace('_', '')
+        desc = tool.get('description', '').lower()
+        keywords = [kw.lower() for kw in tool.get('keywords', [])]
+
+        if query_lower == name or query_normalized == name_normalized:
+            score += 100
+        elif query_normalized in name_normalized or query_lower in name:
+            score += 50
+        if query_lower in desc:
+            score += 30
+        for kw in keywords:
+            kw_normalized = kw.replace('-', '').replace('_', '')
+            if query_lower in kw or query_normalized in kw_normalized:
+                score += 20
+                break
+        return score
+
     def register_tool(self, name: str, handler: callable, description: str = "",
                       protocol: str = "custom", mcp_definition: Dict = None, **kwargs) -> None:
-        """
+        """动态注册工具"""
-        动态注册工具
-        
-        Args:
-            name: 工具名称
-            handler: 处理函数
-            description: 描述
-            protocol: 协议类型
-            mcp_definition: MCP 工具定义（可选）
-        """
         with self._lock:
             self._tools[name] = {
                 'name': name,
@@ -682,7 +512,6 @@ class UnifiedToolManager:
             }
             self._protocol_map[name] = protocol
 
-            # 更新缓存
             if self._mcp_tools_cache is not None:
                 if mcp_definition:
                     self._mcp_tools_cache.append(mcp_definition)
@@ -693,27 +522,42 @@ class UnifiedToolManager:
         """注销工具"""
         with self._lock:
             if name in self._tools:
+                instance = self._tools[name].get('instance')
+                if instance and hasattr(instance, 'cleanup'):
+                    try:
+                        instance.cleanup()
+                    except Exception:
+                        pass
                 del self._tools[name]
                 del self._protocol_map[name]
-                # 重建缓存
                 self._build_mcp_cache()
                 return True
             return False
 
-    def get_skills_system_prompt(self) -> str:
+    def get_all_tools_info(self) -> List[Dict[str, Any]]:
-        """
+        """获取所有工具的简要信息，用于系统提示词"""
-        获取所有技能的系统提示词
+        result = []
+        for tool in self._tools.values():
+            result.append({
+                'name': tool['name'],
+                'description': tool.get('description', ''),
+                'keywords': tool.get('keywords', []),
+                'protocol': tool.get('protocol', ''),
+            })
+        return result
 
-        用于注入到 AI 的 system prompt 中，
+    def get_tool_by_name(self, name: str) -> Optional[Dict[str, Any]]:
-        让 AI 了解如何使用这些技能
+        """根据名称获取工具（兼容 LiuginManager 接口）"""
-        """
+        return self._tools.get(name)
+
+    def get_skills_system_prompt(self) -> str:
+        """获取所有技能的系统提示词"""
         skill_prompts = []
 
         for name, tool in self._tools.items():
             if tool['protocol'] == 'skill':
                 instance = tool.get('instance')
                 if instance:
-                    # 获取技能指令
                     instructions = getattr(instance, 'instructions', '')
                     scripts_dir = getattr(instance, 'scripts_dir', '')
 
@@ -721,7 +565,6 @@ class UnifiedToolManager:
                     prompt_parts.append(f"描述: {tool['description']}")
 
                     if instructions:
-                        # 截取关键部分，避免过长
                         prompt_parts.append(f"\n{instructions}")
 
                     if scripts_dir:
@@ -736,14 +579,9 @@ class UnifiedToolManager:
         return ""
 
     def get_tools_prompt(self) -> str:
-        """
+        """获取工具使用提示词（兼容旧接口）"""
-        获取工具使用提示词（兼容旧接口）
-        
-        包含 Plugin 和 Skill 两种协议的工具说明
-        """
         prompts = []
 
-        # Liugin 协议工具
         plugin_tools = [t for t in self._tools.values() if t['protocol'] == 'liugin']
         if plugin_tools:
             prompts.append("## Liugin 工具")
@@ -752,7 +590,6 @@ class UnifiedToolManager:
                 if usage:
                     prompts.append(f"### {tool['name']}\n{usage}\n")
 
-        # Skill 协议工具（使用系统提示词）
         skills_prompt = self.get_skills_system_prompt()
         if skills_prompt:
             prompts.append(skills_prompt)
@@ -762,45 +599,16 @@ class UnifiedToolManager:
     # ==================== MCP Server 模式支持 ====================
 
     def get_mcp_server_info(self) -> Dict[str, Any]:
-        """
+        """获取 MCP Server 信息"""
-        获取 MCP Server 信息
-        
-        用于 MCP 客户端连接时的初始化响应
-        """
         return {
             "name": "xiaoli-tool-server",
             "version": "1.0.0",
             "protocolVersion": "2024-11-05",
-            "capabilities": {
+            "capabilities": {"tools": {"listChanged": True}}
-                "tools": {
-                    "listChanged": True
-                }
-            }
         }
 
     def handle_mcp_request(self, request: Dict[str, Any]) -> Dict[str, Any]:
-        """
+        """处理 MCP 协议请求"""
-        处理 MCP 协议请求
-        
-        统一处理 MCP 客户端的各种请求
-        
-        Args:
-            request: MCP 请求对象
-            {
-                "jsonrpc": "2.0",
-                "id": 1,
-                "method": "tools/list" | "tools/call" | ...,
-                "params": {...}
-            }
-        
-        Returns:
-            MCP 响应对象
-            {
-                "jsonrpc": "2.0",
-                "id": 1,
-                "result": {...}
-            }
-        """
         method = request.get('method', '')
         params = request.get('params', {})
         req_id = request.get('id')

webui-analysis.html

@@ -1,381 +0,0 @@
-<!DOCTYPE html>
-<html lang="zh-CN">
-<head>
-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width, initial-scale=1.0">
-<title>小狸 Pro-CLI v5.1.2 · 竞品实力对比</title>
-<style>
-*{margin:0;padding:0;box-sizing:border-box}
-:root{--bg:#06080d;--bg2:#0d1117;--bg3:#161b22;--border:#21262d;--txt:#e6edf3;--dim:#8b949e;--mute:#484f58;--blue:#58a6ff;--purple:#bc8cff;--cyan:#39d2c0;--green:#3fb950;--red:#f85149;--yellow:#d29922;--orange:#f0883e}
-body{background:var(--bg);color:var(--txt);font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',system-ui,sans-serif;line-height:1.7}
-
-/* ── Hero ── */
-.hero{text-align:center;padding:80px 20px 50px;background:linear-gradient(180deg,#0d1117 0%,#06080d 100%);position:relative;overflow:hidden}
-.hero::before{content:'';position:absolute;top:0;left:50%;width:600px;height:600px;transform:translateX(-50%);background:radial-gradient(circle,rgba(88,166,255,.08) 0%,transparent 70%);pointer-events:none}
-.hero h1{font-size:2.6em;font-weight:800;background:linear-gradient(135deg,#58a6ff,#bc8cff,#39d2c0);-webkit-background-clip:text;-webkit-text-fill-color:transparent;margin-bottom:8px}
-.hero .sub{color:var(--dim);font-size:1.1em;margin-bottom:24px}
-.hero .tags{display:flex;justify-content:center;gap:10px;flex-wrap:wrap}
-.tag{padding:5px 14px;border-radius:20px;font-size:.82em;font-weight:600;border:1px solid}
-.tag-b{background:rgba(88,166,255,.1);color:var(--blue);border-color:rgba(88,166,255,.25)}
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-
-<div class="hero">
-  <h1>小狸 Pro-CLI v5.1.2</h1>
-  <p class="sub">新增自动语法检查 · Diff 弹窗 · Web UI 后，与同类产品的实力对比</p>
-  <div class="tags">
-    <span class="tag tag-g">  新增语法检查 · 11 种语言</span>
-    <span class="tag tag-b">  新增 Diff 弹窗 · 可开关</span>
-    <span class="tag tag-p">  新增 Web UI · 纯静态</span>
-    <span class="tag tag-c">v5.1.2 · 2026-04-27</span>
-    <span class="tag tag-y">16 插件 · 142 操作 · 约 19K 行</span>
-  </div>
-</div>
-
-<!-- ════════════════ 本次更新 ════════════════ -->
-<section>
-<div class="container">
-  <h2><span class="em">✨</span> 本次更新亮点</h2>
-  <p class="sec-desc">v5.1.2 新增 3 大功能，补齐了编辑后自动验证和可视化界面的短板。</p>
-
-  <div class="new-grid">
-    <div class="new-card">
-      <span class="badge-new">NEW</span>
-      <div class="icon"> </div>
-      <h3>自动语法检查</h3>
-      <p>编辑操作完成后自动触发，覆盖 <strong>11 种语言</strong>：Python (ast.parse + py_compile 双重验证)、JavaScript、TypeScript、JSON、YAML、TOML、HTML/XML、CSS、Shell (bash -n)、SQL。通过显示 ✓，失败显示精确的行号/列号/错误描述。AI 也可主动调用 <code>syntax_check</code>。</p>
-    </div>
-    <div class="new-card">
-      <span class="badge-new">NEW</span>
-      <div class="icon"> </div>
-      <h3>Diff 弹窗</h3>
-      <p>每次编辑后自动弹出新终端窗口，显示修改前/后的完整内容（带行号）、unified diff 差异、+N/-M 行数统计。兼容 <strong>Windows (cmd) / macOS (Terminal) / Linux (gnome-terminal 等 6 种)</strong>。异步不阻塞，<code>diff_popup on/off</code> 一键开关。</p>
-    </div>
-    <div class="new-card">
-      <span class="badge-new">NEW</span>
-      <div class="icon"> </div>
-      <h3>Web UI</h3>
-      <p>纯静态 HTML 界面，<strong>零依赖、零后端</strong>，浏览器直接打开。三栏布局：左侧文件树、中间对话/编辑器（Tab 切换）、右侧状态面板。暗色主题、动画效果、快捷芯片、行号编辑器、Ctrl+S 保存。</p>
-    </div>
-  </div>
-</div>
-</section>
-
-<!-- ════════════════ 功能对比表 ════════════════ -->
-<section>
-<div class="container">
-  <h2><span class="em">⚔️</span> 功能对比（更新后）</h2>
-  <p class="sec-desc">v5.1.2 新增功能后，小狸在语法验证和界面维度补齐了关键差距。绿色高亮 = 本次新增优势。</p>
-
-  <div class="tbl-wrap">
-  <table>
-    <thead>
-      <tr><th>维度</th><th>小狸 v5.1.2</th><th>Claude Code</th><th>OpenClaw</th><th>Aider</th><th>Cursor</th></tr>
-    </thead>
-    <tbody>
-      <tr><td>开源</td><td class="y">✅ MIT</td><td class="n">❌</td><td class="y">✅</td><td class="y">✅ Apache</td><td class="n">❌</td></tr>
-      <tr><td>本地模型</td><td class="y">✅ Ollama 原生</td><td class="n">❌</td><td class="p">⚠️ 有限</td><td class="p">⚠️ 需配置</td><td class="n">❌</td></tr>
-      <tr><td>代码编辑</td><td class="y">✅ 24 操作</td><td class="y">✅</td><td class="y">✅</td><td class="y">✅</td><td class="y">✅</td></tr>
-      <tr class="hl"><td>  自动语法检查</td><td class="y">✅ 11 语言 · 自动+主动</td><td class="n">❌</td><td class="n">❌</td><td class="n">❌</td><td class="p">⚠️ 有限</td></tr>
-      <tr class="hl"><td>  Diff 弹窗</td><td class="y">✅ 自动弹窗 · 可开关</td><td class="n">❌</td><td class="n">❌</td><td class="n">❌</td><td class="p">⚠️ 内置 diff</td></tr>
-      <tr class="hl"><td>  Web UI</td><td class="y">✅ 纯静态 HTML</td><td class="n">❌</td><td class="p">⚠️ Canvas</td><td class="n">❌</td><td class="y">✅ GUI IDE</td></tr>
-      <tr><td>Git 集成</td><td class="y">✅ 20 操作</td><td class="y">✅</td><td class="y">✅ GitHub</td><td class="y">✅</td><td class="y">✅</td></tr>
-      <tr><td>浏览器自动化</td><td class="y">✅ 31 操作</td><td class="n">❌</td><td class="y">✅</td><td class="n">❌</td><td class="n">❌</td></tr>
-      <tr><td>子 Agent</td><td class="y">✅ 多 Agent 并行</td><td class="n">❌</td><td class="y">✅ 强大</td><td class="n">❌</td><td class="n">❌</td></tr>
-      <tr><td>安全沙箱</td><td class="y">✅ AST+子进程+三模式</td><td class="p">⚠️ 权限</td><td class="y">✅ 多层</td><td class="p">⚠️ 基础</td><td class="p">⚠️ 沙箱</td></tr>
-      <tr><td>持久化记忆</td><td class="y">✅ MEMORY+日记+检索</td><td class="p">⚠️ CLAUDE.md</td><td class="y">✅ 完整</td><td class="p">⚠️ 有限</td><td class="p">⚠️ 有限</td></tr>
-      <tr><td>TUI 界面</td><td class="y">✅ Textual 动画</td><td class="n">❌ 纯 CLI</td><td class="p">⚠️</td><td class="n">❌</td><td class="y">✅ GUI</td></tr>
-      <tr><td>工程化工具</td><td class="y">✅ lint/format/test/build</td><td class="p">⚠️</td><td class="p">⚠️</td><td class="p">⚠️</td><td class="y">✅</td></tr>
-      <tr><td>语音识别</td><td class="y">✅ STT</td><td class="n">❌</td><td class="p">⚠️ TTS</td><td class="n">❌</td><td class="n">❌</td></tr>
-      <tr><td>远程控制</td><td class="y">✅ Clawli+WebSocket</td><td class="n">❌</td><td class="y">✅ 多渠道</td><td class="n">❌</td><td class="n">❌</td></tr>
-      <tr><td>测试覆盖</td><td class="y">✅ 113 用例</td><td class="n">❌</td><td class="p">⚠️</td><td class="y">✅</td><td class="n">❌</td></tr>
-      <tr><td>中文原生</td><td class="y">✅</td><td class="p">⚠️</td><td class="y">✅</td><td class="p">⚠️</td><td class="p">⚠️</td></tr>
-      <tr><td>价格</td><td class="y">免费</td><td>$20/月</td><td class="y">免费</td><td>$20/月</td><td>$20/月</td></tr>
-    </tbody>
-  </table>
-  </div>
-</div>
-</section>
-
-<!-- ════════════════ 评分对比 ════════════════ -->
-<section>
-<div class="container">
-  <h2><span class="em"> </span> 多维度评分（v5.1.2 更新后）</h2>
-  <p class="sec-desc">满分 10 分，基于代码审查和功能实测。</p>
-
-  <div class="score-row">
-    <div class="score" style="border-color:rgba(88,166,255,.35)">
-      <div class="nm" style="color:var(--blue)">小狸 v5.1.2</div>
-      <div class="tot" style="color:var(--blue)">7.3</div>
-      <div class="sub">↑ 0.5 · 语法检查 + Diff弹窗 + Web UI</div>
-      <div class="bars">
-        <div class="row"><span>功能丰富度</span><span>9.0</span></div>
-        <div class="bw"><div class="bd" style="width:90%;background:var(--blue)"></div></div>
-        <div class="row"><span>代码质量</span><span>6.5</span></div>
-        <div class="bw"><div class="bd" style="width:65%;background:var(--blue)"></div></div>
-        <div class="row"><span>架构设计</span><span>6.5</span></div>
-        <div class="bw"><div class="bd" style="width:65%;background:var(--blue)"></div></div>
-        <div class="row"><span>安全机制</span><span>8.0</span></div>
-        <div class="bw"><div class="bd" style="width:80%;background:var(--blue)"></div></div>
-        <div class="row"><span>用户体验</span><span>7.5</span></div>
-        <div class="bw"><div class="bd" style="width:75%;background:var(--blue)"></div></div>
-        <div class="row"><span>生态与社区</span><span>4.0</span></div>
-        <div class="bw"><div class="bd" style="width:40%;background:var(--blue)"></div></div>
-        <div class="row"><span>文档完整度</span><span>7.5</span></div>
-        <div class="bw"><div class="bd" style="width:75%;background:var(--blue)"></div></div>
-        <div class="row"><span>工程化水平</span><span>7.5</span></div>
-        <div class="bw"><div class="bd" style="width:75%;background:var(--blue)"></div></div>
-      </div>
-    </div>
-
-    <div class="score" style="border-color:rgba(240,136,62,.35)">
-      <div class="nm" style="color:var(--orange)">Claude Code</div>
-      <div class="tot" style="color:var(--orange)">8.5</div>
-      <div class="sub">模型能力碾压，但无语法检查/Diff弹窗</div>
-      <div class="bars">
-        <div class="row"><span>功能丰富度</span><span>7.5</span></div>
-        <div class="bw"><div class="bd" style="width:75%;background:var(--orange)"></div></div>
-        <div class="row"><span>代码质量</span><span>9.5</span></div>
-        <div class="bw"><div class="bd" style="width:95%;background:var(--orange)"></div></div>
-        <div class="row"><span>架构设计</span><span>9.0</span></div>
-        <div class="bw"><div class="bd" style="width:90%;background:var(--orange)"></div></div>
-        <div class="row"><span>安全机制</span><span>8.0</span></div>
-        <div class="bw"><div class="bd" style="width:80%;background:var(--orange)"></div></div>
-        <div class="row"><span>用户体验</span><span>9.0</span></div>
-        <div class="bw"><div class="bd" style="width:90%;background:var(--orange)"></div></div>
-        <div class="row"><span>生态与社区</span><span>8.0</span></div>
-        <div class="bw"><div class="bd" style="width:80%;background:var(--orange)"></div></div>
-        <div class="row"><span>文档完整度</span><span>9.0</span></div>
-        <div class="bw"><div class="bd" style="width:90%;background:var(--orange)"></div></div>
-        <div class="row"><span>工程化水平</span><span>9.0</span></div>
-        <div class="bw"><div class="bd" style="width:90%;background:var(--orange)"></div></div>
-      </div>
-    </div>
-
-    <div class="score" style="border-color:rgba(63,185,80,.35)">
-      <div class="nm" style="color:var(--green)">OpenClaw</div>
-      <div class="tot" style="color:var(--green)">7.8</div>
-      <div class="sub">Agent 平台标杆，多渠道生态</div>
-      <div class="bars">
-        <div class="row"><span>功能丰富度</span><span>8.0</span></div>
-        <div class="bw"><div class="bd" style="width:80%;background:var(--green)"></div></div>
-        <div class="row"><span>代码质量</span><span>8.0</span></div>
-        <div class="bw"><div class="bd" style="width:80%;background:var(--green)"></div></div>
-        <div class="row"><span>架构设计</span><span>8.5</span></div>
-        <div class="bw"><div class="bd" style="width:85%;background:var(--green)"></div></div>
-        <div class="row"><span>安全机制</span><span>8.5</span></div>
-        <div class="bw"><div class="bd" style="width:85%;background:var(--green)"></div></div>
-        <div class="row"><span>用户体验</span><span>7.5</span></div>
-        <div class="bw"><div class="bd" style="width:75%;background:var(--green)"></div></div>
-        <div class="row"><span>生态与社区</span><span>7.0</span></div>
-        <div class="bw"><div class="bd" style="width:70%;background:var(--green)"></div></div>
-        <div class="row"><span>文档完整度</span><span>8.0</span></div>
-        <div class="bw"><div class="bd" style="width:80%;background:var(--green)"></div></div>
-        <div class="row"><span>工程化水平</span><span>7.5</span></div>
-        <div class="bw"><div class="bd" style="width:75%;background:var(--green)"></div></div>
-      </div>
-    </div>
-
-    <div class="score" style="border-color:rgba(188,140,255,.35)">
-      <div class="nm" style="color:var(--purple)">Aider</div>
-      <div class="tot" style="color:var(--purple)">7.2</div>
-      <div class="sub">专注代码编辑，简洁高效</div>
-      <div class="bars">
-        <div class="row"><span>功能丰富度</span><span>6.5</span></div>
-        <div class="bw"><div class="bd" style="width:65%;background:var(--purple)"></div></div>
-        <div class="row"><span>代码质量</span><span>8.5</span></div>
-        <div class="bw"><div class="bd" style="width:85%;background:var(--purple)"></div></div>
-        <div class="row"><span>架构设计</span><span>8.0</span></div>
-        <div class="bw"><div class="bd" style="width:80%;background:var(--purple)"></div></div>
-        <div class="row"><span>安全机制</span><span>5.0</span></div>
-        <div class="bw"><div class="bd" style="width:50%;background:var(--purple)"></div></div>
-        <div class="row"><span>用户体验</span><span>8.0</span></div>
-        <div class="bw"><div class="bd" style="width:80%;background:var(--purple)"></div></div>
-        <div class="row"><span>生态与社区</span><span>7.5</span></div>
-        <div class="bw"><div class="bd" style="width:75%;background:var(--purple)"></div></div>
-        <div class="row"><span>文档完整度</span><span>7.5</span></div>
-        <div class="bw"><div class="bd" style="width:75%;background:var(--purple)"></div></div>
-        <div class="row"><span>工程化水平</span><span>7.5</span></div>
-        <div class="bw"><div class="bd" style="width:75%;background:var(--purple)"></div></div>
-      </div>
-    </div>
-  </div>
-</div>
-</section>
-
-<!-- ════════════════ 差异化优势 ════════════════ -->
-<section>
-<div class="container">
-  <h2><span class="em"> </span> v5.1.2 新增的独有优势</h2>
-  <p class="sec-desc">这三项功能在同类产品中均无直接竞品。</p>
-
-  <div class="new-grid">
-    <div class="new-card" style="border-left:3px solid var(--green)">
-      <h3>  自动语法检查 — 行业空白</h3>
-      <p><strong>Claude Code</strong>：不做语法检查，依赖模型自身判断。<br>
-      <strong>Aider</strong>：不做语法检查。<br>
-      <strong>Cursor</strong>：有 lint 集成但非自动触发。<br><br>
-      <strong>小狸</strong>：编辑后 <strong>自动</strong> 触发，11 种语言，AST 级精确错误定位。AI 修改代码后立刻知道对不对，不用等运行时才发现。<strong>这是编程 CLI 赛道的首创。</strong></p>
-    </div>
-    <div class="new-card" style="border-left:3px solid var(--blue)">
-      <h3>  Diff 弹窗 — 所见即所得</h3>
-      <p><strong>Claude Code</strong>：终端内显示 diff 文本。<br>
-      <strong>Aider</strong>：终端内显示 diff。<br>
-      <strong>Cursor</strong>：IDE 内置 diff 视图。<br><br>
-      <strong>小狸</strong>：每次编辑后 <strong>弹出独立窗口</strong>，完整显示修改前后内容 + 行号 + unified diff + 统计。不挤在终端里，一目了然。<code>diff_popup off</code> 一键关闭。</p>
-    </div>
-    <div class="new-card" style="border-left:3px solid var(--purple)">
-      <h3>  Web UI — 零门槛</h3>
-      <p><strong>Claude Code</strong>：纯 CLI，无 UI。<br>
-      <strong>Aider</strong>：纯 CLI，无 UI。<br>
-      <strong>OpenClaw</strong>：Canvas 组件，非完整 UI。<br><br>
-      <strong>小狸</strong>：纯静态 HTML 文件，<strong>双击打开</strong>。暗色主题三栏布局，对话 + 编辑器 + 文件树 + 状态面板。不需要 npm、不需要 Flask、不需要任何后端。</p>
-    </div>
-  </div>
-</div>
-</section>
-
-<!-- ════════════════ SWOT ════════════════ -->
-<section>
-<div class="container">
-  <h2><span class="em"> </span> SWOT 分析（更新后）</h2>
-
-  <div class="swot">
-    <div class="sc sc-s">
-      <h3> Strengths</h3>
-      <ul>
-        <li><strong>自动语法检查</strong> — 行业首创，11 语言，编辑后即时反馈</li>
-        <li><strong>Diff 弹窗</strong> — 独立窗口对比，所见即所得</li>
-        <li><strong>三模式界面</strong> — CLI + TUI + Web UI，覆盖所有场景</li>
-        <li><strong>功能密度极高</strong> — 16 插件 142 操作，2 个月一人完成</li>
-        <li><strong>安全纵深</strong> — AST 沙箱 + 子进程隔离 + 三模式</li>
-        <li><strong>本地模型原生</strong> — Ollama 开箱即用，完全离线</li>
-        <li><strong>中文原生 + MIT 开源</strong> — 国内开发者零门槛</li>
-      </ul>
-    </div>
-    <div class="sc sc-w">
-      <h3> Weaknesses</h3>
-      <ul>
-        <li><strong>模型能力差距</strong> — 本地模型 vs Claude/GPT-4 鸿沟仍在</li>
-        <li><strong>单人维护</strong> — 长期迭代速度和可持续性存疑</li>
-        <li><strong>社区生态空白</strong> — 无插件市场、无活跃贡献者</li>
-        <li><strong>架构复杂度</strong> — cli_core.py 对话循环待拆分</li>
-        <li><strong>Web UI 是静态</strong> — 无后端，不能真正执行操作</li>
-      </ul>
-    </div>
-    <div class="sc sc-o">
-      <h3> Opportunities</h3>
-      <ul>
-        <li><strong>国产替代</strong> — 中文原生 + 本地模型是巨大优势</li>
-        <li><strong>本地 AI 爆发</strong> — Ollama/llama.cpp 快速发展</li>
-        <li><strong>语法检查可产品化</strong> — 独立为 CI/CD 工具或 IDE 插件</li>
-        <li><strong>教育市场</strong> — 免费 + 中文 + 有趣（彩蛋情书）</li>
-        <li><strong>Web UI 可进化</strong> — 加后端即可变为完整 Web IDE</li>
-      </ul>
-    </div>
-    <div class="sc sc-t">
-      <h3>⚠️ Threats</h3>
-      <ul>
-        <li><strong>大厂碾压</strong> — Claude Code / Cursor 资金和模型优势</li>
-        <li><strong>开源竞品</strong> — Aider、Cline、Continue.dev 社区更活跃</li>
-        <li><strong>AI 工具快速迭代</strong> — 功能可能被快速复制</li>
-        <li><strong>维护可持续性</strong> — 单人项目最大风险</li>
-      </ul>
-    </div>
-  </div>
-</div>
-</section>
-
-<!-- ════════════════ 结论 ════════════════ -->
-<section>
-<div class="container">
-  <h2><span class="em"> </span> 结论</h2>
-
-  <div class="verdict">
-    <h3>能不能抗衡？</h3>
-    <p><strong>功能维度：能。</strong>16 插件 142 操作 + 自动语法检查 + Diff 弹窗 + 三模式界面，功能广度已经超过 Claude Code 和 Aider，在语法验证维度甚至领先全行业。</p>
-    <p style="margin-top:14px"><strong>体验维度：接近。</strong>Web UI 补齐了可视化短板，TUI 动画体验独特。但底层模型能力差距决定了对话质量和代码生成精度仍有代差。</p>
-    <p style="margin-top:14px"><strong>生态维度：差距大。</strong>社区、插件市场、贡献者体系是最大的结构性劣势。功能做得再好，一个人扛不住长期迭代。</p>
-    <p style="margin-top:18px;color:var(--blue);font-weight:600">一句话：功能够打，体验能看，生态要追。v5.1.2 是一次关键的能力补齐。</p>
-  </div>
-</div>
-</section>
-
-<footer>
-  <p>基于 <a href="https://gitee.com/shuiyu1123/xiaoli-cli">xiaoli-cli v5.1.2</a> 全部源代码逐行审查生成 · 2026-04-27</p>
-</footer>
-
-</body>
-</html>

webui.html

@@ -3,448 +3,436 @@
 <head>
 <meta charset="UTF-8">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
-<title>小狸 Pro-CLI · Web UI</title>
+<title>小狸 Pro-CLI</title>
+<link rel="icon" href="data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 100 100'><text y='.9em' font-size='90'> </text></svg>">
+<script src="https://cdn.jsdelivr.net/npm/marked/marked.min.js"></script>
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-*{margin:0;padding:0;box-sizing:border-box}
+*,*::before,*::after{margin:0;padding:0;box-sizing:border-box}
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-  --bg:#0a0e17;--bg2:#111827;--bg3:#1a2332;--bg4:#21283b;
+  --bg:#0a0a0c;--bg1:#111114;--bg2:#18181c;--bg3:#1f1f24;--bg4:#27272e;
-  --border:#1e3a5f;--border-f:#58a6ff;
+  --border:rgba(255,255,255,.06);--border-h:rgba(255,255,255,.12);--border-f:rgba(120,130,255,.45);
-  --txt:#e2e8f0;--dim:#94a3b8;--mute:#475569;
+  --t0:#f0f0f2;--t1:#a0a0aa;--t2:#6a6a76;--t3:#48484f;
-  --blue:#3b82f6;--purple:#8b5cf6;--cyan:#06b6d4;
+  --ac:#7c7cff;--ac-h:#9494ff;--ac-s:rgba(124,124,255,.12);--ac-xs:rgba(124,124,255,.06);
-  --green:#22c55e;--red:#ef4444;--yellow:#eab308;--orange:#f97316;
+  --green:#34d399;--green-s:rgba(52,211,153,.1);
-  --r:10px;
+  --red:#f87171;--red-s:rgba(248,113,113,.1);
+  --amber:#fbbf24;--amber-s:rgba(251,191,36,.1);
+  --cyan:#22d3ee;--cyan-s:rgba(34,211,238,.1);
+  --r-sm:6px;--r-md:10px;--r-lg:14px;--r-xl:18px;
+  --ease:cubic-bezier(.4,0,.2,1);
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+html{font-size:14px}
+body{font-family:-apple-system,BlinkMacSystemFont,'Inter','Segoe UI',system-ui,sans-serif;background:var(--bg);color:var(--t0);line-height:1.55;-webkit-font-smoothing:antialiased;height:100vh;overflow:hidden}
 
-/* ── Grid ── */
+/* Layout */
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-.pill-s{background:rgba(34,197,94,.12);color:var(--green);border:1px solid rgba(34,197,94,.25)}
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+.dot.off{background:var(--t3);box-shadow:none}
 
-/* ── Sidebar ── */
+/* Sidebar */
-.sb-title{font-size:.82em;font-weight:700;color:var(--cyan);margin:14px 0 8px;display:flex;align-items:center;gap:6px}
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-.sep{height:1px;background:var(--border);margin:10px 0}
+.sb-sep{height:1px;background:var(--border);margin:6px 10px}
 
-/* ── Chat ── */
+/* Main */
-.chat-box{flex:1;overflow-y:auto;padding:16px 20px;scroll-behavior:smooth}
+.main{display:flex;flex-direction:column;overflow:hidden;background:var(--bg)}
-.msg{margin-bottom:18px;animation:fadeUp .3s}
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-/* ── Input ── */
+/* Chat */
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+.chat-scroll{flex:1;overflow-y:auto;padding:0 28px;scroll-behavior:smooth}
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-/* ── Right Panel ── */
+/* Messages */
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+.msg{padding:18px 0;animation:msgIn .25s var(--ease)}
-.rp-title:first-child{margin-top:2px}
+@keyframes msgIn{from{opacity:0;transform:translateY(6px)}to{opacity:1;transform:none}}
-.stat-grid{display:grid;grid-template-columns:1fr 1fr;gap:8px}
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+.msg-body code{background:var(--bg3);padding:2px 6px;border-radius:4px;font-size:12.5px;font-family:'JetBrains Mono','Fira Code',monospace;color:var(--t0)}
+.msg-body pre{background:var(--bg2);border:1px solid var(--border);border-radius:var(--r-md);padding:14px 18px;margin:10px 0;overflow-x:auto;font-size:12.5px;line-height:1.65;font-family:'JetBrains Mono','Fira Code',monospace;position:relative}
+.msg-body pre code{background:none;padding:0;font-size:inherit;color:var(--t0)}
+.msg-body ul,.msg-body ol{margin:6px 0 6px 20px}
+.msg-body li{margin-bottom:4px}
+.msg-body blockquote{border-left:3px solid var(--ac);padding:8px 14px;margin:8px 0;background:var(--ac-xs);border-radius:0 var(--r-sm) var(--r-sm) 0;color:var(--t1)}
+.msg-body a{color:var(--ac);text-decoration:none}.msg-body a:hover{text-decoration:underline}
+.msg-body strong{color:var(--t0);font-weight:700}
+.msg-body h1,.msg-body h2,.msg-body h3{color:var(--t0);margin:12px 0 6px;font-weight:700}
+.msg-body table{border-collapse:collapse;margin:8px 0;width:100%}
+.msg-body th,.msg-body td{border:1px solid var(--border);padding:6px 10px;font-size:12.5px;text-align:left}
+.msg-body th{background:var(--bg3);color:var(--t0);font-weight:600}
 
-/* ── Views ── */
+/* Tool cards */
-.view{display:none;height:100%}.view.on{display:flex;flex-direction:column}
+.tool-card{margin:10px 0;padding:10px 14px;background:var(--green-s);border:1px solid rgba(52,211,153,.15);border-radius:var(--r-md);font-size:12.5px;color:var(--green);display:flex;align-items:center;gap:8px;animation:toolIn .3s var(--ease)}
+@keyframes toolIn{from{opacity:0;transform:scale(.97)}to{opacity:1;transform:none}}
+.tool-card.error{background:var(--red-s);border-color:rgba(248,113,113,.15);color:var(--red)}
+.tool-card .tool-icon{font-size:14px}
+.tool-card .tool-name{font-weight:700}
+.tool-card .tool-args{color:var(--t2);font-size:11.5px;margin-top:2px;word-break:break-all}
 
-/* ── Typing ── */
+/* Thinking */
-.typing{display:inline-flex;gap:5px;padding:6px 0}
+.thinking{display:flex;align-items:center;gap:10px;padding:12px 0;color:var(--t2);font-size:12.5px;animation:fadeUp .3s var(--ease)}
-.typing span{width:7px;height:7px;border-radius:50%;background:var(--mute);animation:bounce 1.4s infinite}
+.thinking-dots{display:flex;gap:4px}
-.typing span:nth-child(2){animation-delay:.2s}
+.thinking-dots span{width:5px;height:5px;border-radius:50%;background:var(--t3);animation:bounce 1.4s infinite}
-.typing span:nth-child(3){animation-delay:.4s}
+.thinking-dots span:nth-child(2){animation-delay:.2s}
-@keyframes bounce{0%,60%,100%{transform:translateY(0)}30%{transform:translateY(-7px)}}
+.thinking-dots span:nth-child(3){animation-delay:.4s}
+@keyframes bounce{0%,60%,100%{transform:translateY(0)}30%{transform:translateY(-5px)}}
 
-/* ── Scrollbar ── */
+/* System */
-::-webkit-scrollbar{width:5px;height:5px}
+.sys-msg{padding:4px 0;font-size:12px;color:var(--t2);opacity:.8;padding-left:35px}
+.sys-msg.error{color:var(--red)}
+
+/* Input */
+.input-area{padding:12px 28px 18px;border-top:1px solid var(--border);background:var(--bg1)}
+.input-wrap{display:flex;align-items:flex-end;gap:10px;background:var(--bg2);border:1.5px solid var(--border);border-radius:var(--r-lg);padding:10px 14px;transition:border-color .15s var(--ease),box-shadow .15s var(--ease)}
+.input-wrap:focus-within{border-color:var(--border-f);box-shadow:0 0 0 3px rgba(124,124,255,.1)}
+.chat-input{flex:1;background:none;border:none;outline:none;color:var(--t0);font-size:13.5px;font-family:inherit;line-height:1.5;resize:none;min-height:22px;max-height:140px}
+.chat-input::placeholder{color:var(--t3)}
+.send-btn{width:34px;height:34px;border-radius:var(--r-md);background:linear-gradient(135deg,var(--ac),#9060ff);border:none;color:#fff;cursor:pointer;display:flex;align-items:center;justify-content:center;transition:all .15s var(--ease);flex-shrink:0;box-shadow:0 2px 10px rgba(124,124,255,.3)}
+.send-btn:hover{transform:scale(1.06);box-shadow:0 4px 16px rgba(124,124,255,.4)}
+.send-btn:active{transform:scale(.95)}
+.send-btn:disabled{opacity:.35;cursor:not-allowed;transform:none;box-shadow:none}
+.input-hint{font-size:11px;color:var(--t3);padding:7px 4px 0;display:flex;justify-content:space-between}
+
+/* Connection banner */
+.conn{padding:8px 20px;font-size:12px;text-align:center;font-weight:600;display:none}
+.conn.connecting{display:block;background:var(--amber-s);color:var(--amber);border-bottom:1px solid rgba(251,191,36,.15)}
+.conn.error{display:block;background:var(--red-s);color:var(--red);border-bottom:1px solid rgba(248,113,113,.15)}
+.conn.ok{display:block;background:var(--green-s);color:var(--green);border-bottom:1px solid rgba(52,211,153,.15);animation:fadeOut 2s forwards 1.5s}
+@keyframes fadeOut{to{opacity:0;height:0;padding:0;border:none}}
+
+/* Scrollbar */
+::-webkit-scrollbar{width:5px}
 ::-webkit-scrollbar-track{background:transparent}
-::-webkit-scrollbar-thumb{background:var(--border);border-radius:3px}
+::-webkit-scrollbar-thumb{background:var(--bg4);border-radius:3px}
-::-webkit-scrollbar-thumb:hover{background:var(--mute)}
+::-webkit-scrollbar-thumb:hover{background:var(--t3)}
 
-/* ── Welcome ── */
+/* Responsive */
-.welcome{text-align:center;padding:60px 20px;animation:fadeUp .5s}
+@media(max-width:900px){.app{grid-template-columns:1fr}.sidebar{display:none}}
-.welcome h2{font-size:1.6em;margin-bottom:10px;background:linear-gradient(135deg,var(--blue),var(--purple),var(--cyan));-webkit-background-clip:text;-webkit-text-fill-color:transparent}
-.welcome p{color:var(--dim);max-width:460px;margin:0 auto;font-size:1.02em}
-.welcome .chips{display:flex;justify-content:center;gap:10px;margin-top:20px;flex-wrap:wrap}
-.welcome .chip{padding:6px 16px;border-radius:20px;font-size:.84em;border:1px solid var(--border);color:var(--dim);cursor:pointer;transition:.2s}
-.welcome .chip:hover{border-color:var(--blue);color:var(--blue);background:rgba(59,130,246,.06)}
-
-/* ── Responsive ── */
-@media(max-width:1024px){.app{grid-template-columns:0 1fr 0}.side,.rpanel{display:none}}
-@media(max-width:768px){.tabs{display:none}}
 </style>
 </head>
 <body>
 
 <div class="app">
-  <!-- ═══ Header ═══ -->
+  <!-- Topbar -->
-  <div class="hdr">
+  <div class="topbar">
-    <div class="logo"> 小狸 Pro-CLI</div>
+    <div class="brand">
+      <div class="brand-icon"> </div>
+      小狸
+    </div>
     <div class="tabs">
-      <div class="tab on" onclick="switchView('chat',this)">  对话</div>
+      <button class="tab active" data-view="chat">对话</button>
-      <div class="tab" onclick="switchView('editor',this)">  编辑器</div>
+      <button class="tab" data-view="tools">工具</button>
     </div>
-    <div class="hdr-r">
+    <div class="topbar-right">
-      <span class="pill pill-e">  gemma4:31b</span>
+      <div class="pill" id="engine-pill"><span class="dot" id="engine-dot"></span><span id="engine-name">连接中...</span></div>
-      <span class="pill pill-s">  普通模式</span>
+      <div class="pill"><span id="safety-icon"> </span><span id="safety-name">普通</span></div>
-      <span class="pill pill-m">v5.1.2</span>
     </div>
   </div>
 
-  <!-- ═══ Sidebar ═══ -->
+  <!-- Sidebar -->
-  <div class="side">
+  <div class="sidebar" id="sidebar">
-    <div class="sb-title">  项目文件</div>
+    <div class="sb-label">引擎</div>
-    <div class="sb-item on" onclick="openFile(this,'ai_cli.py','def main():\n    from xcli_core import AICLI, main\n    main()')">
+    <div id="engine-list"></div>
-      <span class="sb-icon"> </span><span class="sb-name">ai_cli.py</span><span class="sb-meta">11行</span>
+    <div class="sb-sep"></div>
-    </div>
+    <div class="sb-label">工具</div>
-    <div class="sb-item" onclick="openFile(this,'web_ui.py','#!/usr/bin/env python3\n# 小狸 Pro-CLI Web UI\n# 启动: python web_ui.py\n\nfrom flask import Flask\napp = Flask(__name__)')">
+    <div id="tool-sidebar-list"></div>
-      <span class="sb-icon"> </span><span class="sb-name">web_ui.py</span><span class="sb-meta">1.1K</span>
-    </div>
-    <div class="sb-item" onclick="openFile(this,'config.json.example','{\n  \"api\": {\n    \"engines\": {\n      \"ollama\": {\n        \"model\": \"gemma4:31b\"\n      }\n    }\n  }\n}')">
-      <span class="sb-icon">{ }</span><span class="sb-name">config.json</span><span class="sb-meta">示例</span>
-    </div>
-
-    <div class="sep"></div>
-    <div class="sb-title">  xcli_core/</div>
-    <div class="sb-item" onclick="openFile(this,'cli_core.py','class AICLI(BaseAICLI, ClawliMixin,\n            ToolMixin, CodeExecMixin,\n            DisplayMixin, HistoryMixin):\n    \"\"\"AI CLI 主程序\"\"\"\n\n    def process_conversation(self, user_input):\n        ...')">
-      <span class="sb-icon"> </span><span class="sb-name">cli_core.py</span><span class="sb-meta">900行</span>
-    </div>
-    <div class="sb-item"><span class="sb-icon"> </span><span class="sb-name">safety.py</span><span class="sb-meta">292行</span></div>
-    <div class="sb-item"><span class="sb-icon"> </span><span class="sb-name">sandbox.py</span><span class="sb-meta">187行</span></div>
-    <div class="sb-item"><span class="sb-icon"> </span><span class="sb-name">memory.py</span><span class="sb-meta">记忆系统</span></div>
-    <div class="sb-item"><span class="sb-icon"> </span><span class="sb-name">tui.py</span><span class="sb-meta">899行</span></div>
-    <div class="sb-item"><span class="sb-icon"> </span><span class="sb-name">config.py</span><span class="sb-meta">配置</span></div>
-
-    <div class="sep"></div>
-    <div class="sb-title">  plugins/</div>
-    <div class="sb-item"><span class="sb-icon"> </span><span class="sb-name">code_editor.py</span><span class="sb-meta">23操作</span></div>
-    <div class="sb-item"><span class="sb-icon"> </span><span class="sb-name">git_tools.py</span><span class="sb-meta">20操作</span></div>
-    <div class="sb-item"><span class="sb-icon"> </span><span class="sb-name">browser_auto.py</span><span class="sb-meta">31操作</span></div>
-    <div class="sb-item"><span class="sb-icon"> </span><span class="sb-name">sub_agent.py</span><span class="sb-meta">8操作</span></div>
-    <div class="sb-item"><span class="sb-icon"> </span><span class="sb-name">auto_engineer.py</span><span class="sb-meta">16操作</span></div>
-    <div class="sb-item"><span class="sb-icon"> </span><span class="sb-name">file_manager.py</span><span class="sb-meta">11操作</span></div>
-    <div class="sb-item"><span class="sb-icon"> </span><span class="sb-name">cmd_executor.py</span><span class="sb-meta">1操作</span></div>
-    <div class="sb-item"><span class="sb-icon"> </span><span class="sb-name">task_manager.py</span><span class="sb-meta">7操作</span></div>
-
-    <div class="sep"></div>
-    <div class="sb-title">  ai_engines/</div>
-    <div class="sb-item on"><span class="sb-icon"> </span><span class="sb-name">ollama_engine.py</span><span class="sb-meta">本地</span></div>
-    <div class="sb-item"><span class="sb-icon"> </span><span class="sb-name">openai_engine.py</span><span class="sb-meta">云端</span></div>
   </div>
 
-  <!-- ═══ Main ═══ -->
+  <!-- Main -->
   <div class="main">
-    <!-- Chat View -->
+    <div class="conn" id="conn"></div>
-    <div class="view on" id="v-chat">
+
-      <div class="chat-box" id="chat-box">
+    <!-- Chat -->
-        <div class="welcome">
+    <div class="view active" id="view-chat">
-          <h2>小狸 Pro-CLI v5.1.2</h2>
+      <div class="chat-scroll" id="chat-scroll">
-          <p>智能编程助手 — 代码编辑 · Git 集成 · 浏览器自动化 · 多 Agent 协作</p>
+        <div class="welcome" id="welcome">
-          <div class="chips">
+          <div class="welcome-icon"> </div>
-            <div class="chip" onclick="quickSend('帮我看看项目结构')">  查看项目结构</div>
+          <h1>小狸 Pro-CLI</h1>
-            <div class="chip" onclick="quickSend('提交代码')">  提交代码</div>
+          <p>智能编程助手 — 代码编辑 · Git · 浏览器自动化 · 多引擎支持</p>
-            <div class="chip" onclick="quickSend('统计代码量')">  代码统计</div>
+          <div class="quick">
-            <div class="chip" onclick="quickSend('/help')">❓ 帮助</div>
+            <button class="qbtn" data-msg="帮我看看项目结构">  项目结构</button>
+            <button class="qbtn" data-msg="提交代码">  提交代码</button>
+            <button class="qbtn" data-msg="统计代码量">  代码统计</button>
+            <button class="qbtn" data-msg="/help">❓ 帮助</button>
           </div>
         </div>
       </div>
       <div class="input-area">
-        <div class="input-row">
+        <div class="input-wrap">
-          <textarea class="inp" id="inp" placeholder="输入消息... (Enter 发送, Shift+Enter 换行)" rows="1"></textarea>
+          <textarea class="chat-input" id="chat-input" placeholder="输入消息... (Enter 发送, Shift+Enter 换行)" rows="1"></textarea>
-          <button class="btn-send" onclick="send()">发送</button>
+          <button class="send-btn" id="send-btn" title="发送">
+            <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2.5" stroke-linecap="round" stroke-linejoin="round"><line x1="22" y1="2" x2="11" y2="13"/><polygon points="22 2 15 22 11 13 2 9 22 2"/></svg>
+          </button>
         </div>
-        <div class="hint">自然语言交互 — AI 自动选择工具执行  ·  /help 查看命令  ·  /safe 切换安全模式</div>
+        <div class="input-hint">
-      </div>
+          <span>Enter 发送 · Shift+Enter 换行</span>
-    </div>
+          <span id="conn-status">⚪ 未连接</span>
-
-    <!-- Editor View -->
-    <div class="view" id="v-editor">
-      <div class="ed-wrap">
-        <div class="ed-bar">
-          <span class="fi" id="ed-fi">选择左侧文件开始编辑</span>
-          <button onclick="edUndo()">撤销</button>
-          <button class="bsave" onclick="edSave()">  保存</button>
-        </div>
-        <div class="ed-body">
-          <div class="ed-lines" id="ed-lines">1</div>
-          <textarea class="ed-code" id="ed-code" placeholder="选择左侧文件..." spellcheck="false"></textarea>
-        </div>
-        <div class="ed-status">
-          <span id="ed-cursor">行 1, 列 1</span>
-          <span id="ed-lang">--</span>
-          <span id="ed-enc">UTF-8</span>
-          <span id="ed-syn">  就绪</span>
         </div>
       </div>
     </div>
-  </div>
 
-  <!-- ═══ Right Panel ═══ -->
+    <!-- Tools -->
-  <div class="rpanel">
+    <div class="view" id="view-tools">
-    <div class="rp-title">  系统状态</div>
+      <div style="padding:28px;overflow-y:auto;flex:1">
-    <div class="stat-grid">
+        <h2 style="font-size:17px;font-weight:800;margin-bottom:20px;color:var(--t0)">已加载工具</h2>
-      <div class="stat"><div class="stat-v">15</div><div class="stat-l">插件</div></div>
+        <div id="tools-grid" style="display:grid;grid-template-columns:repeat(auto-fill,minmax(300px,1fr));gap:10px"></div>
-      <div class="stat"><div class="stat-v">141</div><div class="stat-l">操作</div></div>
+      </div>
-      <div class="stat"><div class="stat-v">2</div><div class="stat-l">引擎</div></div>
-      <div class="stat"><div class="stat-v">113</div><div class="stat-l">测试</div></div>
-    </div>
-
-    <div class="rp-title">  AI 引擎</div>
-    <div class="rp-item on"><span>▸ ollama (本地)</span><span style="color:var(--green)">●</span></div>
-    <div class="rp-item"><span>  openai (云端)</span><span style="color:var(--mute)">○</span></div>
-
-    <div class="rp-title">⚡ 安全模式</div>
-    <div class="rp-item on"><span>  普通模式</span><span style="color:var(--green)">●</span></div>
-    <div class="rp-item"><span>  人工确认</span><span style="color:var(--mute)">○</span></div>
-    <div class="rp-item"><span>  无限制</span><span style="color:var(--mute)">○</span></div>
-
-    <div class="rp-title">  工具 (15)</div>
-    <div style="max-height:180px;overflow-y:auto">
-      <div class="rp-item"><span>code_editor</span><span class="sb-meta">23</span></div>
-      <div class="rp-item"><span>git_tools</span><span class="sb-meta">20</span></div>
-      <div class="rp-item"><span>browser_auto</span><span class="sb-meta">31</span></div>
-      <div class="rp-item"><span>sub_agent</span><span class="sb-meta">8</span></div>
-      <div class="rp-item"><span>auto_engineer</span><span class="sb-meta">16</span></div>
-      <div class="rp-item"><span>file_manager</span><span class="sb-meta">11</span></div>
-      <div class="rp-item"><span>cmd_executor</span><span class="sb-meta">1</span></div>
-      <div class="rp-item"><span>task_manager</span><span class="sb-meta">7</span></div>
-      <div class="rp-item"><span>network_tools</span><span class="sb-meta">4</span></div>
-      <div class="rp-item"><span>ai_search</span><span class="sb-meta">2</span></div>
-      <div class="rp-item"><span>tool_search</span><span class="sb-meta">1</span></div>
-      <div class="rp-item"><span>frontend_tester</span><span class="sb-meta">5</span></div>
-      <div class="rp-item"><span>speech_recognition</span><span class="sb-meta">2</span></div>
-      <div class="rp-item"><span>audio_player</span><span class="sb-meta">3</span></div>
-      <div class="rp-item"><span>send_image</span><span class="sb-meta">1</span></div>
-    </div>
-
-    <div class="rp-title">  日志</div>
-    <div id="log-area">
-      <div class="log-e"><span class="log-t sys">[系统]</span>01:04:22 Web UI 已启动</div>
-      <div class="log-e"><span class="log-t eng">[引擎]</span>01:04:22 Ollama 已连接</div>
-      <div class="log-e"><span class="log-t safe">[安全]</span>01:04:22 普通模式</div>
-      <div class="log-e"><span class="log-t file">[文件]</span>01:04:22 已加载 15 个插件</div>
     </div>
   </div>
 </div>
 
 <script>
-// ═══ View Switch ═══
+const WS_URL = `ws://${location.hostname}:8079`;
-function switchView(v,el){
+let ws = null, reconnectTimer = null, isThinking = false;
-  document.querySelectorAll('.view').forEach(x=>x.classList.remove('on'));
+
-  document.getElementById('v-'+v).classList.add('on');
+// Configure marked
-  document.querySelectorAll('.tab').forEach(x=>x.classList.remove('on'));
+if (typeof marked !== 'undefined') {
-  if(el)el.classList.add('on');
+  marked.setOptions({ breaks: true, gfm: true });
+}
+
+function connect() {
+  const c = document.getElementById('conn');
+  c.className = 'conn connecting'; c.textContent = '⏳ 正在连接...';
+  try {
+    ws = new WebSocket(WS_URL);
+    ws.onopen = () => {
+      c.className = 'conn ok'; c.textContent = '✅ 已连接';
+      document.getElementById('conn-status').textContent = '🟢 已连接';
+      clearTimeout(reconnectTimer);
+    };
+    ws.onmessage = e => { try { handleMessage(JSON.parse(e.data)) } catch(err) { console.error(err) } };
+    ws.onclose = () => {
+      document.getElementById('conn-status').textContent = '⚪ 已断开';
+      c.className = 'conn error'; c.textContent = '❌ 连接断开，重连中...';
+      reconnectTimer = setTimeout(connect, 3000);
+    };
+    ws.onerror = () => { c.className = 'conn error'; c.textContent = '❌ 无法连接服务器' };
+  } catch(e) { c.className = 'conn error'; c.textContent = '❌ WebSocket 不可用' }
+}
+
+function send(type, data={}) {
+  if (!ws || ws.readyState !== WebSocket.OPEN) { addSys('未连接到服务器', true); return }
+  ws.send(JSON.stringify({ type, data }));
+}
+
+function handleMessage(msg) {
+  const d = msg.data || {};
+  switch (msg.type) {
+    case 'status': updateStatus(d); break;
+    case 'thinking': showThinking(); break;
+    case 'reply': hideThinking(); addMsg('ai', d.message); break;
+    case 'partial_reply': addSys(d.message); break;
+    case 'tool_call': showToolCall(d.name, d.args); break;
+    case 'tool_result': showToolResult(d.name, d.result); break;
+    case 'tool_executing': showToolCall(d.name, d.args); break;
+    case 'fc_tool_done': /* silent */ break;
+    case 'multi':
+      hideThinking();
+      (d.events||[]).forEach(ev => {
+        if (ev.type === 'reply') addMsg('ai', ev.message);
+        else if (ev.type === 'tool_call') showToolCall(ev.name, ev.args);
+        else if (ev.type === 'tool_result') showToolResult(ev.name, ev.result);
+        else if (ev.type === 'partial_reply') addSys(ev.message);
+      });
+      break;
+    case 'engine_switched':
+      document.getElementById('engine-name').textContent = d.engine;
+      addSys(`引擎已切换: ${d.engine}`); break;
+    case 'safety_switched':
+      document.getElementById('safety-name').textContent = d.mode;
+      addSys(`安全模式: ${d.mode}`); break;
+    case 'tools': renderTools(d.tools); break;
+    case 'tools_list': renderTools(d.tools); break;
+    case 'error': hideThinking(); addSys(d.message, true); break;
+  }
+}
+
+function updateStatus(d) {
+  document.getElementById('engine-name').textContent = d.engine || '未连接';
+  document.getElementById('safety-name').textContent = d.safety_mode || '普通';
+  const dot = document.getElementById('engine-dot');
+  dot.className = d.engine_type === 'none' ? 'dot off' : 'dot';
+
+  // Sidebar engines
+  const el = document.getElementById('engine-list');
+  el.innerHTML = (d.engines||[]).map(n =>
+    `<div class="sb-item${n===d.engine?' active':''}" data-engine="${n}">
+      <span class="sb-icon">${n==='ollama'?' ':'☁️'}</span><span class="sb-name">${n}</span>
+      ${n===d.engine?'<span class="sb-badge">当前</span>':''}
+    </div>`
+  ).join('');
+  el.querySelectorAll('[data-engine]').forEach(e =>
+    e.addEventListener('click', () => send('switch_engine', {engine: e.dataset.engine}))
+  );
+
+  // Sidebar tools
+  const tl = document.getElementById('tool-sidebar-list');
+  tl.innerHTML = (d.tools||[]).map(t =>
+    `<div class="sb-item"><span class="sb-icon"> </span><span class="sb-name">${t.name}</span></div>`
+  ).join('');
 }
 
 // ═══ Chat ═══
-function send(){
-  const inp=document.getElementById('inp');
-  const msg=inp.value.trim();
-  if(!msg)return;
-  inp.value='';inp.style.height='auto';
-  addMsg('user',msg);
-  setTimeout(()=>{
-    addTyping();
-    setTimeout(()=>{
-      removeTyping();
-      const replies=[
-        `好的，我来处理: "${msg}"\n\n正在调用 code_editor 工具...`,
-        `收到！让我看看...\n\n  工具 [code_editor] 执行完成\n结果: 操作已成功执行`,
-        `明白。我来分析一下项目情况。\n\n  代码统计:\n  文件: 40\n  代码: 8,521 行\n  注释: 1,892 行\n  注释率: 22.2%`,
-        `我来帮你处理。\n\n  git status:\n  On branch master\n  Your branch is up to date\n\n  Changes:\n   M plugins/code_editor.py\n  ?? web_ui.py`,
-      ];
-      addMsg('ai',replies[Math.floor(Math.random()*replies.length)]);
-    },800+Math.random()*1200);
-  },200);
-}
 
-function quickSend(msg){
+function addMsg(role, content) {
-  document.getElementById('inp').value=msg;
+  const w = document.getElementById('welcome'); if (w) w.remove();
-  send();
+  const s = document.getElementById('chat-scroll');
-}
+  const d = document.createElement('div'); d.className = 'msg';
+  const isU = role === 'user';
+  const t = new Date().toLocaleTimeString('zh-CN', {hour:'2-digit',minute:'2-digit'});
 
-function addMsg(role,content){
+  let html;
-  const box=document.getElementById('chat-box');
+  if (isU) {
-  // Remove welcome if present
+    html = escHtml(content);
-  const w=box.querySelector('.welcome');if(w)w.remove();
+  } else {
-  const d=document.createElement('div');
+    try { html = marked.parse(content) } catch(e) { html = escHtml(content) }
-  d.className='msg '+(role==='user'?'user':'ai');
-  const label=role==='user'?'  你':'  小狸';
-  const cls=role==='user'?'user':'ai';
-  const t=new Date().toLocaleTimeString('zh-CN',{hour:'2-digit',minute:'2-digit'});
-  let html=escapeHtml(content);
-  html=html.replace(/```(\w*)\n([\s\S]*?)```/g,'<pre><code>$2</code></pre>');
-  html=html.replace(/`([^`]+)`/g,'<code>$1</code>');
-  d.innerHTML=`<div class="msg-role ${cls}">${label}<span class="msg-time">${t}</span></div><div class="msg-body">${html}</div>`;
-  box.appendChild(d);
-  box.scrollTop=box.scrollHeight;
-}
-
-function addTyping(){
-  const box=document.getElementById('chat-box');
-  const d=document.createElement('div');
-  d.className='msg ai';d.id='typing';
-  d.innerHTML='<div class="msg-role ai">  小狸</div><div class="msg-body"><div class="typing"><span></span><span></span><span></span></div></div>';
-  box.appendChild(d);box.scrollTop=box.scrollHeight;
-}
-function removeTyping(){const e=document.getElementById('typing');if(e)e.remove();}
-function escapeHtml(s){return s.replace(/&/g,'&amp;').replace(/</g,'&lt;').replace(/>/g,'&gt;')}
-
-document.getElementById('inp').addEventListener('keydown',e=>{
-  if(e.key==='Enter'&&!e.shiftKey){e.preventDefault();send();}
-});
-document.getElementById('inp').addEventListener('input',function(){
-  this.style.height='auto';
-  this.style.height=Math.min(this.scrollHeight,150)+'px';
-});
-
-// ═══ Editor ═══
-let edHistory=[];edHistoryIdx=-1;currentEdFile='';
-
-function openFile(el,name,content){
-  switchView('editor',document.querySelectorAll('.tab')[1]);
-  document.querySelectorAll('.sb-item').forEach(x=>x.classList.remove('on'));
-  if(el)el.classList.add('on');
-  currentEdFile=name;
-  const ta=document.getElementById('ed-code');
-  ta.value=content;
-  edHistory=[content];edHistoryIdx=0;
-  document.getElementById('ed-fi').textContent=name;
-  document.getElementById('ed-lang').textContent=langFromName(name);
-  updLines();updCursor();
-}
-
-function edSave(){
-  if(!currentEdFile)return;
-  const ta=document.getElementById('ed-code');
-  const lines=ta.value.split('\n').length;
-  document.getElementById('ed-fi').textContent=currentEdFile+' — 已保存 ('+lines+' 行)';
-  addLog('file','已保存: '+currentEdFile);
-}
-
-function edUndo(){
-  if(edHistoryIdx>0){
-    edHistoryIdx--;
-    document.getElementById('ed-code').value=edHistory[edHistoryIdx];
-    updLines();
   }
+
+  d.innerHTML = `
+    <div class="msg-head">
+      <div class="msg-av ${isU?'user':'ai'}">${isU?' ':' '}</div>
+      <span class="msg-name">${isU?'你':'小狸'}</span>
+      <span class="msg-time">${t}</span>
+    </div>
+    <div class="msg-body">${html}</div>`;
+  s.appendChild(d); s.scrollTop = s.scrollHeight;
 }
 
-const edTa=document.getElementById('ed-code');
+function addSys(text, isErr=false) {
-edTa.addEventListener('input',function(){
+  const s = document.getElementById('chat-scroll');
-  clearTimeout(this._t);
+  const d = document.createElement('div');
-  this._t=setTimeout(()=>{
+  d.className = 'sys-msg' + (isErr?' error':'');
-    const v=this.value;
+  d.textContent = text;
-    if(edHistory[edHistoryIdx]!==v){
+  s.appendChild(d); s.scrollTop = s.scrollHeight;
-      edHistory=edHistory.slice(0,edHistoryIdx+1);
-      edHistory.push(v);edHistoryIdx=edHistory.length-1;
-    }
-  },400);
-  updLines();
-});
-edTa.addEventListener('scroll',function(){
-  document.getElementById('ed-lines').scrollTop=this.scrollTop;
-});
-edTa.addEventListener('click',updCursor);
-edTa.addEventListener('keyup',updCursor);
-edTa.addEventListener('keydown',function(e){
-  if(e.key==='Tab'){
-    e.preventDefault();
-    const s=this.selectionStart,end=this.selectionEnd;
-    this.value=this.value.substring(0,s)+'    '+this.value.substring(end);
-    this.selectionStart=this.selectionEnd=s+4;updLines();
-  }
-});
-document.addEventListener('keydown',e=>{
-  if((e.ctrlKey||e.metaKey)&&e.key==='s'){e.preventDefault();edSave();}
-});
-
-function updLines(){
-  const ta=document.getElementById('ed-code');
-  const n=ta.value.split('\n').length;
-  document.getElementById('ed-lines').textContent=Array.from({length:n},(_,i)=>i+1).join('\n');
-}
-function updCursor(){
-  const ta=document.getElementById('ed-code');
-  const v=ta.value.substring(0,ta.selectionStart);
-  const line=v.split('\n').length;
-  const col=v.split('\n').pop().length+1;
-  document.getElementById('ed-cursor').textContent='行 '+line+', 列 '+col;
-}
-function langFromName(n){
-  const m={'.py':'Python','.js':'JavaScript','.ts':'TypeScript','.json':'JSON','.html':'HTML','.css':'CSS','.md':'Markdown','.sh':'Shell','.yaml':'YAML','.toml':'TOML'};
-  for(const[k,v]of Object.entries(m))if(n.endsWith(k))return v;
-  return'--';
 }
 
-// ═══ Log ═══
+function showToolCall(name, args) {
-function addLog(tag,msg){
+  const w = document.getElementById('welcome'); if (w) w.remove();
-  const a=document.getElementById('log-area');
+  const s = document.getElementById('chat-scroll');
-  const t=new Date().toLocaleTimeString('zh-CN',{hour:'2-digit',minute:'2-digit',second:'2-digit'});
+  const d = document.createElement('div'); d.className = 'msg';
-  const cls={sys:'sys',eng:'eng',safe:'safe',file:'file',err:'err'}[tag]||'sys';
+  d.innerHTML = `
-  const labels={sys:'系统',eng:'引擎',safe:'安全',file:'文件',err:'错误'};
+    <div class="msg-head">
-  a.innerHTML+=`<div class="log-e"><span class="log-t ${cls}">[${labels[tag]||tag}]</span>${t} ${msg}</div>`;
+      <div class="msg-av ai"> </div>
-  a.scrollTop=a.scrollHeight;
+      <span class="msg-name">工具调用</span>
+    </div>
+    <div class="msg-body">
+      <div class="tool-card">
+        <span class="tool-icon">⚡</span>
+        <div><span class="tool-name">${escHtml(name)}</span>
+        ${args?'<div class="tool-args">'+escHtml(String(args).slice(0,300))+'</div>':''}</div>
+      </div>
+    </div>`;
+  s.appendChild(d); s.scrollTop = s.scrollHeight;
 }
 
-// ═══ Keyboard shortcut info ═══
+function showToolResult(name, result) {
-console.log('%c 小狸 Pro-CLI Web UI ','background:#3b82f6;color:#fff;padding:4px 12px;border-radius:6px;font-size:14px');
+  const s = document.getElementById('chat-scroll');
-console.log('%c 快捷键: Ctrl+S 保存 | Enter 发送 | Shift+Enter 换行 | Tab 缩进 ','color:#94a3b8');
+  const d = document.createElement('div'); d.className = 'msg';
+  const isErr = String(result).includes('错误') || String(result).includes('Error');
+  d.innerHTML = `
+    <div class="msg-body" style="padding-left:35px">
+      <div class="tool-card${isErr?' error':''}">
+        <span class="tool-icon">${isErr?'❌':'✅'}</span>
+        <div><span class="tool-name">${escHtml(name)}</span> ${isErr?'失败':'完成'}
+        <div class="tool-args">${escHtml(String(result).slice(0,400))}</div></div>
+      </div>
+    </div>`;
+  s.appendChild(d); s.scrollTop = s.scrollHeight;
+}
+
+function showThinking() {
+  if (isThinking) return; isThinking = true;
+  const w = document.getElementById('welcome'); if (w) w.remove();
+  const s = document.getElementById('chat-scroll');
+  const d = document.createElement('div'); d.className = 'msg'; d.id = 'think';
+  d.innerHTML = `
+    <div class="msg-head">
+      <div class="msg-av ai"> </div>
+      <span class="msg-name">小狸</span>
+    </div>
+    <div class="msg-body">
+      <div class="thinking"><div class="thinking-dots"><span></span><span></span><span></span></div> 思考中...</div>
+    </div>`;
+  s.appendChild(d); s.scrollTop = s.scrollHeight;
+  document.getElementById('send-btn').disabled = true;
+}
+
+function hideThinking() {
+  isThinking = false;
+  const el = document.getElementById('think'); if (el) el.remove();
+  document.getElementById('send-btn').disabled = false;
+}
+
+// ═══ Tools Grid ═══
+
+function renderTools(tools) {
+  document.getElementById('tools-grid').innerHTML = (tools||[]).map(t => `
+    <div style="background:var(--bg2);border:1px solid var(--border);border-radius:var(--r-md);padding:14px 16px;transition:border-color .15s" onmouseenter="this.style.borderColor='var(--border-h)'" onmouseleave="this.style.borderColor='var(--border)'">
+      <div style="font-size:13.5px;font-weight:700;color:var(--t0);margin-bottom:5px">${t.name}</div>
+      <div style="font-size:12px;color:var(--t2);line-height:1.55">${t.description||''}</div>
+    </div>
+  `).join('');
+}
+
+// ═══ Input ═══
+
+const input = document.getElementById('chat-input');
+input.addEventListener('keydown', e => { if (e.key==='Enter' && !e.shiftKey) { e.preventDefault(); handleSend() } });
+input.addEventListener('input', function() { this.style.height='auto'; this.style.height=Math.min(this.scrollHeight,140)+'px' });
+document.getElementById('send-btn').addEventListener('click', handleSend);
+
+function handleSend() {
+  const msg = input.value.trim(); if (!msg || isThinking) return;
+  input.value=''; input.style.height='auto';
+  addMsg('user', msg);
+  send('chat', {message: msg});
+}
+
+document.querySelectorAll('.qbtn').forEach(b => b.addEventListener('click', () => { input.value=b.dataset.msg; handleSend() }));
+
+document.querySelectorAll('.tab').forEach(tab => tab.addEventListener('click', () => {
+  document.querySelectorAll('.tab').forEach(t => t.classList.remove('active'));
+  tab.classList.add('active');
+  document.querySelectorAll('.view').forEach(v => v.classList.remove('active'));
+  document.getElementById('view-'+tab.dataset.view).classList.add('active');
+  if (tab.dataset.view==='tools') send('tools');
+}));
+
+function escHtml(s) { return String(s).replace(/&/g,'&amp;').replace(/</g,'&lt;').replace(/>/g,'&gt;') }
+
+connect();
 </script>
-
 </body>
 </html>

webui_server.py

@@ -0,0 +1,470 @@
+#!/usr/bin/env python3
+"""
+小狸 Pro-CLI Web UI 后端
+WebSocket 服务器 + 静态文件服务
+
+启动:
+  python webui_server.py [--port 8080] [--host 0.0.0.0]
+
+依赖:
+  pip install websockets
+"""
+
+import asyncio
+import json
+import os
+import sys
+import time
+import argparse
+import mimetypes
+from pathlib import Path
+from datetime import datetime
+from http.server import HTTPServer, SimpleHTTPRequestHandler
+from urllib.parse import urlparse, parse_qs
+import threading
+
+# 添加项目根目录
+PROJECT_DIR = os.path.dirname(os.path.abspath(__file__))
+sys.path.insert(0, PROJECT_DIR)
+
+try:
+    import websockets
+    WEBSOCKETS_AVAILABLE = True
+except ImportError:
+    WEBSOCKETS_AVAILABLE = False
+    print("⚠️  websockets 未安装，WebSocket 功能不可用")
+    print("   安装: pip install websockets")
+
+
+# ═══════════════════════════════════════════
+#  AI 引擎桥接
+# ═══════════════════════════════════════════
+
+class AIEngineBridge:
+    """桥接到小狸的 AI 引擎和插件系统"""
+
+    def __init__(self):
+        self.cli = None
+        self._initialized = False
+
+    def initialize(self):
+        """延迟初始化小狸核心"""
+        if self._initialized:
+            return True
+        try:
+            from xcli_core import AICLI
+            self.cli = AICLI()
+            self._initialized = True
+            return True
+        except Exception as e:
+            print(f"⚠️  小狸核心初始化失败: {e}")
+            return False
+
+    def get_status(self):
+        """获取系统状态"""
+        if not self.cli:
+            return {
+                "engine": "未连接",
+                "engine_type": "none",
+                "plugins": 0,
+                "operations": 0,
+                "safety_mode": "普通",
+                "tools": [],
+                "engines": [],
+            }
+
+        engine_name = getattr(self.cli.current_engine, 'name', '未知') if self.cli.current_engine else '无'
+        tools = []
+        if hasattr(self.cli, 'liugin_manager') and self.cli.liugin_manager:
+            for t in self.cli.liugin_manager.tools:
+                tools.append({
+                    "name": t.get('name', ''),
+                    "description": t.get('description', ''),
+                    "ops": len(t.get('usage', '').split('\n')) if t.get('usage') else 0,
+                })
+
+        from xcli_core.safety import get_safety
+        safety = get_safety()
+
+        return {
+            "engine": engine_name,
+            "engine_type": "local" if engine_name == "ollama" else "cloud",
+            "plugins": len(tools),
+            "operations": sum(t.get('ops', 0) for t in tools),
+            "safety_mode": safety.get_mode_name(),
+            "tools": tools,
+            "engines": list(self.cli.engines.keys()) if self.cli.engines else [],
+        }
+
+    def chat(self, message: str, callback=None):
+        """发送消息到 AI 并获取回复（支持工具调用循环）"""
+        if not self.cli:
+            return {"type": "error", "message": "小狸核心未初始化，请检查配置"}
+
+        results = []  # 收集所有事件
+
+        try:
+            # 添加用户消息到历史
+            self.cli.shared_conversation_history.append({
+                "role": "user", "content": message
+            })
+
+            liugin_prompts = self.cli.get_liugin_usage_prompts()
+            system_prompt = self.cli._build_system_prompt(liugin_prompts)
+
+            loop_count = 0
+            max_loops = 15
+            current_input = message
+
+            while loop_count < max_loops:
+                # 生成 AI 响应
+                if not self.cli.current_engine:
+                    return {"type": "error", "message": "没有可用的 AI 引擎"}
+
+                response = self.cli.current_engine.generate_response(
+                    current_input, system_prompt=system_prompt
+                )
+
+                if not response:
+                    return {"type": "reply", "message": "(无响应)"}
+
+                # 检查 FC 响应（Ollama Function Calling）
+                fc_result = self.cli._handle_fc_response(response, message)
+                if fc_result:
+                    # FC 工具已执行，结果作为下一轮输入
+                    results.append({"type": "fc_tool_done", "message": fc_result[:200]})
+                    current_input = fc_result
+                    loop_count += 1
+                    continue
+
+                # 解析混合响应（文本 + JSON 工具调用）
+                try:
+                    text_content, json_data = self.cli._parse_mixed_response(response)
+                except Exception:
+                    text_content, json_data = response, None
+
+                if json_data and isinstance(json_data, dict):
+                    if json_data.get('action') == 'use_tool':
+                        tool_name = json_data.get('tool', '')
+                        tool_args = json_data.get('args', '')
+                        results.append({"type": "tool_call", "name": tool_name, "args": tool_args[:200]})
+
+                        # 执行工具
+                        try:
+                            tool_result = self.cli._execute_tool_by_name(tool_name, tool_args)
+                        except Exception as e:
+                            tool_result = f"工具执行错误: {e}"
+
+                        results.append({"type": "tool_result", "name": tool_name, "result": str(tool_result)[:500]})
+
+                        # 把工具结果加入历史并继续循环
+                        self.cli.shared_conversation_history.append({
+                            "role": "tool", "content": str(tool_result),
+                            "name": tool_name
+                        })
+                        current_input = f"工具 {tool_name} 的执行结果:\n{tool_result}"
+                        loop_count += 1
+                        continue
+
+                    elif json_data.get('continue') or json_data.get('need_continue'):
+                        msg = json_data.get('message', text_content or '')
+                        if msg:
+                            results.append({"type": "partial_reply", "message": msg})
+                            self.cli.shared_conversation_history.append({"role": "assistant", "content": msg})
+                            current_input = "继续"
+                            loop_count += 1
+                            continue
+
+                    elif json_data.get('message'):
+                        final = json_data.get('message')
+                        self.cli.shared_conversation_history.append({"role": "assistant", "content": final})
+                        results.append({"type": "reply", "message": final})
+                        break
+
+                # 纯文本响应
+                display = text_content if text_content else response
+                self.cli.shared_conversation_history.append({"role": "assistant", "content": display})
+                results.append({"type": "reply", "message": display})
+                break
+
+            if not results:
+                results.append({"type": "reply", "message": response or "(无响应)"})
+
+            return {"type": "multi", "events": results}
+
+        except Exception as e:
+            return {"type": "error", "message": f"错误: {e}"}
+
+    def execute_tool(self, tool_name: str, tool_args: str):
+        """直接执行工具"""
+        if not self.cli:
+            return "❌ 小狸核心未初始化"
+
+        try:
+            result = self.cli._execute_tool_by_name(tool_name, tool_args)
+            return result or "(无结果)"
+        except Exception as e:
+            return f"❌ 工具执行错误: {e}"
+
+    def list_tools(self):
+        """列出所有工具"""
+        if not self.cli or not hasattr(self.cli, 'liugin_manager'):
+            return []
+        return [
+            {
+                "name": t.get('name', ''),
+                "description": t.get('description', ''),
+                "keywords": t.get('keywords', []),
+            }
+            for t in self.cli.liugin_manager.tools
+        ]
+
+
+# ═══════════════════════════════════════════
+#  WebSocket 处理
+# ═══════════════════════════════════════════
+
+bridge = AIEngineBridge()
+connected_clients = set()
+
+
+async def ws_handler(websocket):
+    """处理 WebSocket 连接"""
+    connected_clients.add(websocket)
+    client_addr = websocket.remote_address
+    print(f"✅ 客户端已连接: {client_addr}")
+
+    try:
+        # 发送初始状态
+        status = bridge.get_status()
+        await websocket.send(json.dumps({
+            "type": "status",
+            "data": status,
+        }, ensure_ascii=False))
+
+        async for raw_message in websocket:
+            try:
+                msg = json.loads(raw_message)
+                msg_type = msg.get("type", "")
+                msg_data = msg.get("data", {})
+
+                if msg_type == "chat":
+                    # 用户聊天消息
+                    user_msg = msg_data.get("message", "").strip()
+                    if not user_msg:
+                        continue
+
+                    # 发送"正在思考"状态
+                    await websocket.send(json.dumps({
+                        "type": "thinking",
+                        "data": {"message": user_msg},
+                    }, ensure_ascii=False))
+
+                    # 在线程中执行 AI 调用（避免阻塞事件循环）
+                    loop = asyncio.get_event_loop()
+                    result = await loop.run_in_executor(
+                        None, bridge.chat, user_msg
+                    )
+
+                    # 处理返回结果
+                    if isinstance(result, dict):
+                        if result.get("type") == "multi":
+                            # 多事件：逐个发送
+                            for event in result.get("events", []):
+                                await websocket.send(json.dumps({
+                                    "type": event.get("type", "reply"),
+                                    "data": event,
+                                }, ensure_ascii=False))
+                        else:
+                            await websocket.send(json.dumps({
+                                "type": result.get("type", "reply"),
+                                "data": result,
+                            }, ensure_ascii=False))
+                    else:
+                        # 兼容旧格式
+                        await websocket.send(json.dumps({
+                            "type": "reply",
+                            "data": {"message": str(result)},
+                        }, ensure_ascii=False))
+
+                elif msg_type == "tool":
+                    # 直接工具调用
+                    tool_name = msg_data.get("name", "")
+                    tool_args = msg_data.get("args", "")
+
+                    await websocket.send(json.dumps({
+                        "type": "tool_executing",
+                        "data": {"name": tool_name, "args": tool_args},
+                    }, ensure_ascii=False))
+
+                    loop = asyncio.get_event_loop()
+                    result = await loop.run_in_executor(
+                        None, bridge.execute_tool, tool_name, tool_args
+                    )
+
+                    await websocket.send(json.dumps({
+                        "type": "tool_result",
+                        "data": {"name": tool_name, "result": result},
+                    }, ensure_ascii=False))
+
+                elif msg_type == "status":
+                    # 请求状态更新
+                    status = bridge.get_status()
+                    await websocket.send(json.dumps({
+                        "type": "status",
+                        "data": status,
+                    }, ensure_ascii=False))
+
+                elif msg_type == "tools":
+                    # 请求工具列表
+                    tools = bridge.list_tools()
+                    await websocket.send(json.dumps({
+                        "type": "tools",
+                        "data": {"tools": tools},
+                    }, ensure_ascii=False))
+
+                elif msg_type == "switch_engine":
+                    # 切换引擎
+                    engine_name = msg_data.get("engine", "")
+                    if bridge.cli:
+                        if engine_name in bridge.cli.engines:
+                            bridge.cli.switch_engine(engine_name)
+                            # 发送切换成功 + 更新后的状态
+                            await websocket.send(json.dumps({
+                                "type": "engine_switched",
+                                "data": {"engine": engine_name},
+                            }, ensure_ascii=False))
+                            status = bridge.get_status()
+                            await websocket.send(json.dumps({
+                                "type": "status",
+                                "data": status,
+                            }, ensure_ascii=False))
+                        else:
+                            await websocket.send(json.dumps({
+                                "type": "error",
+                                "data": {"message": f"未找到引擎: {engine_name}"},
+                            }, ensure_ascii=False))
+
+                elif msg_type == "switch_safety":
+                    # 切换安全模式
+                    mode = msg_data.get("mode", "")
+                    if bridge.cli:
+                        from xcli_core.safety import get_safety, MODE_NORMAL, MODE_MANUAL, MODE_UNRESTRICTED
+                        safety = get_safety()
+                        if mode == "normal":
+                            safety.set_mode(MODE_NORMAL)
+                        elif mode == "manual":
+                            safety.set_mode(MODE_MANUAL)
+                        elif mode == "unrestricted":
+                            safety.set_mode(MODE_UNRESTRICTED)
+                        await websocket.send(json.dumps({
+                            "type": "safety_switched",
+                            "data": {"mode": safety.get_mode_name()},
+                        }, ensure_ascii=False))
+
+            except json.JSONDecodeError:
+                await websocket.send(json.dumps({
+                    "type": "error",
+                    "data": {"message": "无效的 JSON 格式"},
+                }, ensure_ascii=False))
+            except Exception as e:
+                await websocket.send(json.dumps({
+                    "type": "error",
+                    "data": {"message": str(e)},
+                }, ensure_ascii=False))
+
+    except websockets.exceptions.ConnectionClosed:
+        pass
+    finally:
+        connected_clients.discard(websocket)
+        print(f"❌ 客户端已断开: {client_addr}")
+
+
+# ═══════════════════════════════════════════
+#  静态文件服务
+# ═══════════════════════════════════════════
+
+class WebUIHandler(SimpleHTTPRequestHandler):
+    """自定义 HTTP 处理器"""
+
+    def __init__(self, *args, **kwargs):
+        super().__init__(*args, directory=PROJECT_DIR, **kwargs)
+
+    def do_GET(self):
+        # 根路径返回 webui.html
+        if self.path == '/' or self.path == '/index.html':
+            self.path = '/webui.html'
+        return super().do_GET()
+
+    def log_message(self, format, *args):
+        # 静默日志
+        pass
+
+
+# ═══════════════════════════════════════════
+#  启动
+# ═══════════════════════════════════════════
+
+def main():
+    parser = argparse.ArgumentParser(description="小狸 Pro-CLI Web UI 服务器")
+    parser.add_argument("--host", default="0.0.0.0", help="绑定地址")
+    parser.add_argument("--port", type=int, default=8080, help="HTTP 端口")
+    parser.add_argument("--ws-port", type=int, default=8079, help="WebSocket 端口")
+    parser.add_argument("--no-ai", action="store_true", help="不初始化 AI 引擎（纯 UI 模式）")
+    args = parser.parse_args()
+
+    print()
+    print("╔══════════════════════════════════════════╗")
+    print("║       小狸 Pro-CLI · Web UI 服务器       ║")
+    print("╚══════════════════════════════════════════╝")
+    print()
+
+    # 初始化 AI 引擎
+    if not args.no_ai:
+        print("⏳ 正在初始化小狸核心...")
+        if bridge.initialize():
+            status = bridge.get_status()
+            print(f"✅ AI 引擎: {status['engine']}")
+            print(f"✅ 插件: {status['plugins']} 个")
+            print(f"✅ 安全模式: {status['safety_mode']}")
+        else:
+            print("⚠️  AI 引擎初始化失败，将以纯 UI 模式运行")
+    else:
+        print("ℹ️  纯 UI 模式（不连接 AI 引擎）")
+
+    print()
+    print(f"🌐 HTTP:      http://localhost:{args.port}")
+    print(f"🔌 WebSocket: ws://localhost:{args.ws_port}")
+    print(f"📂 项目目录:  {PROJECT_DIR}")
+    print()
+    print("按 Ctrl+C 停止服务器")
+    print()
+
+    # 启动 HTTP 服务器（在单独线程中）
+    http_server = HTTPServer((args.host, args.port), WebUIHandler)
+    http_thread = threading.Thread(target=http_server.serve_forever, daemon=True)
+    http_thread.start()
+
+    # 启动 WebSocket 服务器
+    if WEBSOCKETS_AVAILABLE:
+        async def run_ws():
+            async with websockets.serve(ws_handler, args.host, args.ws_port):
+                await asyncio.Future()  # 永远运行
+
+        try:
+            asyncio.run(run_ws())
+        except KeyboardInterrupt:
+            print("\n🛑 服务器已停止")
+    else:
+        print("⚠️  WebSocket 不可用，仅启动 HTTP 服务")
+        try:
+            while True:
+                time.sleep(1)
+        except KeyboardInterrupt:
+            print("\n🛑 服务器已停止")
+
+    http_server.shutdown()
+
+
+if __name__ == "__main__":
+    main()

workflows/example.yaml

@@ -0,0 +1,31 @@
+# 示例工作流 - 代码质量检查与构建
+name: code-quality
+description: 代码质量检查、测试、构建的自动化流程
+
+steps:
+  - name: info
+    type: echo
+    message: "🚀 开始代码质量检查流程"
+
+  - name: lint
+    type: shell
+    command: "echo '✓ 代码风格检查通过'"
+    continue_on_error: true
+
+  - name: test
+    type: shell
+    command: "echo '✓ 单元测试通过 (42/42)'"
+    continue_on_error: true
+
+  - name: check_results
+    type: echo
+    message: "Lint: {{lint.output}} | Test: {{test.output}}"
+
+  - name: build
+    type: shell
+    command: "echo '✓ 构建完成 → dist/'"
+    if: "{{lint.exit_code}} == 0"
+
+  - name: done
+    type: echo
+    message: "✅ 流程完成，构建产物: {{build.output}}"

xcli_core/cli_base.py

@@ -355,7 +355,19 @@ class BaseAICLI:
             engine.max_history = self.max_history
 
     def handle_engine_command(self, command):
-        """处理引擎特定命令"""
+        """处理引擎特定命令（支持跨引擎调用，如 /engine.manual status）"""
+        # 先检查是否指定了引擎名（如 "manual status" → 引擎=manual, 命令=status）
+        parts = command.split(' ', 1)
+        target_name = parts[0]
+        rest = parts[1] if len(parts) > 1 else ""
+
+        # 如果目标名是某个已加载的引擎，直接调用该引擎
+        if target_name in self.engines:
+            target_engine = self.engines[target_name]
+            if hasattr(target_engine, 'handle_command'):
+                return target_engine.handle_command(rest)
+
+        # 否则当作当前引擎的命令
         if not hasattr(self.current_engine, 'handle_command'):
             return False
         engine_name = getattr(self.current_engine, 'name', '')

xcli_core/cli_core.py

@@ -18,10 +18,11 @@ from .cli_tools import ToolMixin
 from .cli_code_exec import CodeExecMixin
 from .cli_display import DisplayMixin
 from .cli_history import HistoryMixin
+from .plugin_market import PluginMarketMixin
 from .notification import notify_task_complete, get_notification_manager
 
 
-class AICLI(BaseAICLI, ClawliMixin, ToolMixin, CodeExecMixin, DisplayMixin, HistoryMixin):
+class AICLI(BaseAICLI, ClawliMixin, ToolMixin, CodeExecMixin, DisplayMixin, HistoryMixin, PluginMarketMixin):
     """AI CLI主程序 - 组合所有 Mixin"""
 
     # ── 深度思考处理 ──
@@ -174,9 +175,10 @@ class AICLI(BaseAICLI, ClawliMixin, ToolMixin, CodeExecMixin, DisplayMixin, Hist
 - 如果语法检查失败，根据错误信息修复代码后再次编辑
 
 【Diff 弹窗 — 自动弹出修改对比】
-- 编辑操作完成后自动弹出新终端窗口，显示修改前后的完整内容和行号对比
+- 编辑操作完成后自动显示修改前后的完整内容和行号对比
-- 包含 diff 差异、新增/删除行数统计
+- 新增行用绿色标记，删除行用红色标记
-- 开关: diff_popup on（开启）/ diff_popup off（关闭）/ diff_popup（切换）
+- 支持两种模式: 弹窗模式（新终端窗口）/ 主终端内显示（SSH 兼容）
+- 开关: diff_popup on / diff_popup off / diff_popup popup / diff_popup inline
 - 默认开启，无需手动调用
 
 【code_editor 编辑格式】
@@ -1017,14 +1019,54 @@ multi 操作支持一次修改多处：
         print(f"{Fore.GREEN}输入 '/chat list' 查看所有已保存的聊天记录{Style.RESET_ALL}")
         print(f"{Fore.GREEN}输入 '/chat open <名称>' 加载聊天记录{Style.RESET_ALL}")
         print(f"{Fore.GREEN}输入 '/remote' 查看远程连接帮助{Style.RESET_ALL}")
+        print(f"{Fore.GREEN}输入 '/plugin' 管理插件市场 (安装/卸载/搜索){Style.RESET_ALL}")
         current_engine_name = getattr(self.current_engine, 'name', '未设置') if self.current_engine else '未设置'
         print(f"{Fore.GREEN}当前使用的AI引擎: {current_engine_name}{Style.RESET_ALL}")
         loaded_engines = list(self.engines.keys())
         if len(loaded_engines) > 1:
             print(f"{Fore.GREEN}已加载的AI引擎: {', '.join(loaded_engines)}{Style.RESET_ALL}")
         print(f"{Fore.GREEN}{'-' * 50}{Style.RESET_ALL}")
+
+        # 询问 diff 弹窗模式
+        self._ask_diff_popup_mode()
+
         self._run_cli_loop()
 
+    def _ask_diff_popup_mode(self):
+        """启动时询问 diff 显示模式"""
+        # 找到 code_editor 插件
+        code_editor = None
+        for tool in self.liugin_manager.tools:
+            if tool.get('name') == 'code_editor':
+                code_editor = tool.get('handler')
+                break
+
+        if code_editor is None:
+            return
+
+        # 找到插件实例（通过 handler 的 __self__）
+        plugin_instance = getattr(code_editor, '__self__', None)
+        if plugin_instance is None:
+            return
+
+        print(f"\n{Fore.CYAN}  Diff 显示模式（AI 修改文件后的对比方式）:{Style.RESET_ALL}")
+        print(f"    {Fore.WHITE}1{Style.RESET_ALL} - 弹窗模式（新终端窗口显示）")
+        print(f"    {Fore.WHITE}2{Style.RESET_ALL} - 主终端内显示（SSH 兼容，推荐）")
+
+        try:
+            choice = input(f"\n{Fore.WHITE}  请选择 [1/2]（默认 2）: {Style.RESET_ALL}").strip()
+        except (EOFError, KeyboardInterrupt):
+            choice = '2'
+
+        if choice == '1':
+            plugin_instance.diff_popup_mode = True
+            print(f"{Fore.GREEN}  ✓ 已选择: 弹窗模式{Style.RESET_ALL}")
+        else:
+            plugin_instance.diff_popup_mode = False
+            print(f"{Fore.GREEN}  ✓ 已选择: 主终端内显示{Style.RESET_ALL}")
+
+        print()
+
     def _run_cli_loop(self):
         """运行 CLI 主循环"""
         while True:
@@ -1062,6 +1104,22 @@ multi 操作支持一次修改多处：
                         print(f"{Fore.RED}当前引擎不支持该命令或命令执行失败{Style.RESET_ALL}")
                     continue
 
+                # /manual 快捷命令 — 切换到 manual 引擎或执行 manual 子命令
+                if user_input == '/manual' or user_input.startswith('/manual '):
+                    args = user_input[8:].strip() if user_input.startswith('/manual ') else ''
+                    if 'manual' not in self.engines:
+                        print(f"{Fore.RED}manual 引擎未加载{Style.RESET_ALL}")
+                    elif not args:
+                        # 无参数：切换到 manual 引擎
+                        self.switch_engine('manual')
+                        print(f"{Fore.GREEN}已切换到 manual 引擎{Style.RESET_ALL}")
+                    else:
+                        # 有参数：执行 manual 引擎命令（如 status, restart）
+                        result = self.engines['manual'].handle_command(args)
+                        if result:
+                            print(f"{Fore.GREEN}{result}{Style.RESET_ALL}")
+                    continue
+
                 if user_input.startswith('/file.read '):
                     args = user_input[11:].strip()
                     parts = args.split(' ', 2)
@@ -1106,6 +1164,13 @@ multi 操作支持一次修改多处：
                         print(f"{Fore.RED}未知的聊天命令.可用命令: save, list, open{Style.RESET_ALL}")
                         continue
 
+                if user_input.startswith('/plugin'):
+                    plugin_args = user_input[7:].strip()
+                    result = self.handle_plugin_command(plugin_args)
+                    if result:
+                        print(result)
+                    continue
+
                 if user_input.startswith('/remote'):
                     remote_command = user_input[7:].strip()
                     self._handle_remote_command(remote_command)

xcli_core/constants.py

@@ -102,7 +102,7 @@ except ImportError:
 try:
     from textual.app import App, ComposeResult
     from textual.containers import Container, Horizontal, Vertical, VerticalScroll
-    from textual.widgets import Header, Footer, Input, RichLog, Static, Button, Tree
+    from textual.widgets import Header, Footer, Input, RichLog, Static, Button, Tree, TextArea, Rule
     from textual.widgets.tree import TreeNode
     from textual.binding import Binding
     from textual.events import Mount

xcli_core/plugin_manager.py

@@ -130,3 +130,7 @@ class LiuginManager:
             if tool.get('name', '').lower() == tool_name.lower():
                 return tool
         return None
+
+    def get_tool_info_only(self, tool_name):
+        """根据名称获取工具信息（不含 handler，用于搜索已卸载插件）"""
+        return self.get_tool_by_name(tool_name)

xcli_core/plugin_market.py

@@ -0,0 +1,652 @@
+"""
+插件市场 Mixin — 提供 /plugin 命令
+支持: install, remove, list, search, info
+"""
+
+import os
+import sys
+import json
+import base64
+import importlib.util
+from colorama import Fore, Style
+
+try:
+    from urllib.request import urlopen, Request
+    HAS_URLLIB = True
+except ImportError:
+    HAS_URLLIB = False
+
+
+class PluginMarketMixin:
+    """插件市场功能"""
+
+    def _get_project_dir(self):
+        return os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+
+    def _get_plugins_dir(self):
+        return os.path.join(self._get_project_dir(), "plugins")
+
+    def _get_registry_path(self):
+        return os.path.join(self._get_project_dir(), "plugin_registry.json")
+
+    def _get_config_path(self):
+        return os.path.join(self._get_project_dir(), "plugins_config.py")
+
+    # ── 注册表操作 ──
+
+    def _load_registry(self):
+        """加载本地注册表"""
+        path = self._get_registry_path()
+        if not os.path.exists(path):
+            return {"version": 1, "plugins": {}}
+        try:
+            with open(path, 'r', encoding='utf-8') as f:
+                return json.load(f)
+        except Exception as e:
+            print(f"{Fore.YELLOW}⚠ 读取注册表失败: {e}，使用空注册表{Style.RESET_ALL}")
+            return {"version": 1, "plugins": {}}
+
+    def _save_registry(self, registry):
+        """保存注册表"""
+        path = self._get_registry_path()
+        try:
+            with open(path, 'w', encoding='utf-8') as f:
+                json.dump(registry, f, ensure_ascii=False, indent=2)
+        except Exception as e:
+            print(f"{Fore.RED}❌ 保存注册表失败: {e}{Style.RESET_ALL}")
+
+    def _fetch_remote_registry(self):
+        """拉取远程注册表并合并"""
+        remote_urls = [
+            "https://gitee.com/shuiyu1123/xiaoli-cli-plugins/raw/master/plugin_registry.json",
+        ]
+        registry = self._load_registry()
+        merged_count = 0
+
+        for url in remote_urls:
+            try:
+                data = None
+                # 尝试直接获取
+                try:
+                    req = Request(url, headers={"User-Agent": "xiaoli-cli/1.0"})
+                    resp = urlopen(req, timeout=10)
+                    data = resp.read()
+                except Exception:
+                    pass
+
+                # Gitee raw 失败，尝试 API
+                if data is None and "gitee.com" in url and "/raw/" in url:
+                    try:
+                        parts = url.split("gitee.com/")[1]
+                        repo_path = parts.split("/raw/")[0]
+                        rest = parts.split("/raw/", 1)[1]
+                        rest_parts = rest.split("/", 1)
+                        branch = rest_parts[0]
+                        file_path = rest_parts[1] if len(rest_parts) > 1 else rest
+                        api_url = f"https://gitee.com/api/v5/repos/{repo_path}/contents/{file_path}?ref={branch}"
+                        token = os.environ.get("GITEE_TOKEN", "")
+                        if token:
+                            api_url += f"&access_token={token}"
+                        req = Request(api_url, headers={"User-Agent": "xiaoli-cli/1.0"})
+                        resp = urlopen(req, timeout=10)
+                        json_data = json.loads(resp.read())
+                        if "content" in json_data:
+                            import base64
+                            data = base64.b64decode(json_data["content"])
+                    except Exception:
+                        pass
+
+                if data is None:
+                    continue
+
+                remote = json.loads(data.decode('utf-8'))
+                remote_plugins = remote.get("plugins", {})
+                for code, info in remote_plugins.items():
+                    if code not in registry.get("plugins", {}):
+                        registry.setdefault("plugins", {})[code] = info
+                        merged_count += 1
+                break  # 成功就不再尝试其他源
+            except Exception:
+                continue
+
+        if merged_count > 0:
+            self._save_registry(registry)
+            print(f"{Style.DIM}  (从远程同步了 {merged_count} 个插件){Style.RESET_ALL}")
+
+        return registry
+
+    # ── 配置文件操作 ──
+
+    def _enable_plugin_in_config(self, plugin_name):
+        """在 plugins_config.py 中启用插件"""
+        config_path = self._get_config_path()
+        enable_key = f"ENABLE_{plugin_name.upper()}"
+
+        if not os.path.exists(config_path):
+            with open(config_path, 'w', encoding='utf-8') as f:
+                f.write(f"# 小狸插件配置\n\n{enable_key} = True\n")
+            return True
+
+        with open(config_path, 'r', encoding='utf-8') as f:
+            content = f.read()
+
+        # 检查是否已存在
+        if enable_key in content:
+            # 替换为 True
+            lines = content.split('\n')
+            new_lines = []
+            for line in lines:
+                if line.strip().startswith(enable_key):
+                    new_lines.append(f"{enable_key} = True")
+                else:
+                    new_lines.append(line)
+            with open(config_path, 'w', encoding='utf-8') as f:
+                f.write('\n'.join(new_lines))
+        else:
+            # 追加
+            with open(config_path, 'a', encoding='utf-8') as f:
+                f.write(f"\n{enable_key} = True\n")
+
+        return True
+
+    def _disable_plugin_in_config(self, plugin_name):
+        """在 plugins_config.py 中禁用插件"""
+        config_path = self._get_config_path()
+        enable_key = f"ENABLE_{plugin_name.upper()}"
+
+        if not os.path.exists(config_path):
+            return False
+
+        with open(config_path, 'r', encoding='utf-8') as f:
+            content = f.read()
+
+        if enable_key not in content:
+            return False
+
+        lines = content.split('\n')
+        new_lines = []
+        for line in lines:
+            if line.strip().startswith(enable_key):
+                new_lines.append(f"{enable_key} = False")
+            else:
+                new_lines.append(line)
+        with open(config_path, 'w', encoding='utf-8') as f:
+            f.write('\n'.join(new_lines))
+        return True
+
+    # ── 下载安装 ──
+
+    def _download_file(self, url, dest_path):
+        """下载文件到指定路径，支持 Gitee/GitHub raw 和 API"""
+        if not HAS_URLLIB:
+            return False, "缺少 urllib 模块"
+
+        import base64
+
+        # 尝试的 URL 列表（按优先级）
+        urls_to_try = [url]
+
+        # Gitee raw URL → 转为 API
+        if "gitee.com" in url and "/raw/" in url:
+            try:
+                parts = url.split("gitee.com/")[1]
+                repo_path = parts.split("/raw/")[0]
+                rest = parts.split("/raw/", 1)[1]
+                # rest = "master/dglab_ws/dglab_ws.py" → 分离 branch 和 path
+                rest_parts = rest.split("/", 1)
+                branch = rest_parts[0]
+                file_path = rest_parts[1] if len(rest_parts) > 1 else rest
+                api_url = f"https://gitee.com/api/v5/repos/{repo_path}/contents/{file_path}?ref={branch}"
+                token = os.environ.get("GITEE_TOKEN", "")
+                if token:
+                    api_url += f"&access_token={token}"
+                urls_to_try.insert(0, api_url)
+            except Exception:
+                pass
+
+        # GitHub raw URL → 转为 API
+        if "github.com" in url and "/raw/" in url:
+            try:
+                parts = url.split("github.com/")[1]
+                repo_path = parts.split("/raw/")[0]
+                file_path = parts.split("/raw/", 1)[1]
+                api_url = f"https://api.github.com/repos/{repo_path}/contents/{file_path}"
+                urls_to_try.insert(0, api_url)
+            except Exception:
+                pass
+
+        last_err = ""
+        for try_url in urls_to_try:
+            try:
+                req = Request(try_url, headers={"User-Agent": "xiaoli-cli/1.0"})
+                resp = urlopen(req, timeout=30)
+                data = resp.read()
+
+                # 检查是否是 JSON（API 响应）
+                try:
+                    json_data = json.loads(data)
+                    if isinstance(json_data, dict) and "content" in json_data:
+                        data = base64.b64decode(json_data["content"])
+                except (json.JSONDecodeError, ValueError):
+                    pass  # 不是 JSON，直接用原始数据
+
+                with open(dest_path, 'wb') as f:
+                    f.write(data)
+                return True, f"下载完成 ({len(data)} 字节)"
+            except Exception as e:
+                last_err = str(e)
+                continue
+
+        return False, last_err
+
+    def _install_deps(self, deps, optional=False):
+        """提示安装依赖（不自动安装，遵守安全规则）"""
+        if not deps:
+            return
+        label = "可选依赖" if optional else "依赖"
+        print(f"{Fore.YELLOW}  📦 {label}：{', '.join(deps)}{Style.RESET_ALL}")
+        print(f"{Style.DIM}     运行: pip install {' '.join(deps)}{Style.RESET_ALL}")
+
+    # ── /plugin 命令入口 ──
+
+    def handle_plugin_command(self, args):
+        """处理 /plugin 命令"""
+        args = args.strip()
+        if not args:
+            return self._plugin_help()
+
+        parts = args.split(maxsplit=1)
+        sub = parts[0].lower()
+        rest = parts[1] if len(parts) > 1 else ""
+
+        if sub == "install":
+            return self._plugin_install(rest.strip())
+        elif sub in ("remove", "uninstall"):
+            return self._plugin_remove(rest.strip())
+        elif sub == "list":
+            return self._plugin_list()
+        elif sub == "search":
+            return self._plugin_search(rest.strip())
+        elif sub == "info":
+            return self._plugin_info(rest.strip())
+        elif sub == "update":
+            return self._plugin_update(rest.strip())
+        elif sub == "add-source":
+            return self._plugin_add_source(rest.strip())
+        else:
+            return f"{Fore.RED}❌ 未知子命令: {sub}\n{self._plugin_help()}"
+
+    def _plugin_help(self):
+        """插件市场帮助"""
+        return f"""{Fore.CYAN}🔌 插件市场{Style.RESET_ALL}
+
+{Fore.WHITE}命令:{Style.RESET_ALL}
+  /plugin list                    列出所有可用插件
+  /plugin search <关键词>          搜索插件
+  /plugin info <插件码>            查看插件详情
+  /plugin install <插件码>         安装插件
+  /plugin install <URL>           从 URL 安装插件
+  /plugin remove <插件名>          卸载插件
+  /plugin update <插件码>          更新已安装的插件
+  /plugin add-source <URL>        添加远程插件源
+
+{Fore.WHITE}示例:{Style.RESET_ALL}
+  /plugin list                    查看可用插件
+  /plugin install dglab           安装 DG-Lab 插件
+  /plugin search 郊狼              搜索相关插件
+  /plugin remove dglab_ws         卸载插件"""
+
+    def _plugin_list(self):
+        """列出所有可用插件"""
+        registry = self._fetch_remote_registry()
+        plugins = registry.get("plugins", {})
+
+        if not plugins:
+            return f"{Fore.YELLOW}📭 插件注册表为空，运行 /plugin install <URL> 从 URL 安装{Style.RESET_ALL}"
+
+        # 检查已安装状态
+        plugins_dir = self._get_plugins_dir()
+        installed = set()
+        if os.path.exists(plugins_dir):
+            for f in os.listdir(plugins_dir):
+                if f.endswith('.py') and f != '__init__.py':
+                    installed.add(f[:-3])
+
+        lines = [f"{Fore.CYAN}🔌 可用插件列表:{Style.RESET_ALL}\n"]
+        for code, info in sorted(plugins.items()):
+            name = info.get("name", code)
+            desc = info.get("description", "")
+            version = info.get("version", "")
+            target_file = info.get("file", f"{code}.py")
+            target_name = target_file[:-3] if target_file.endswith('.py') else target_file
+
+            if target_name in installed:
+                status = f"{Fore.GREEN}✓ 已安装{Style.RESET_ALL}"
+            else:
+                status = f"{Style.DIM}○ 未安装{Style.RESET_ALL}"
+
+            lines.append(f"  {Fore.WHITE}{code:<15}{Style.RESET_ALL} {status}  {name}")
+            if desc:
+                lines.append(f"  {Style.DIM}{'':15}  {desc[:50]}{Style.RESET_ALL}")
+            if version:
+                lines.append(f"  {Style.DIM}{'':15}  v{version}{Style.RESET_ALL}")
+
+        lines.append(f"\n{Style.DIM}使用 /plugin install <插件码> 安装{Style.RESET_ALL}")
+        return "\n".join(lines)
+
+    def _plugin_search(self, keyword):
+        """搜索插件"""
+        if not keyword:
+            return f"{Fore.YELLOW}请提供搜索关键词: /plugin search <关键词>{Style.RESET_ALL}"
+
+        registry = self._fetch_remote_registry()
+        plugins = registry.get("plugins", {})
+        keyword_lower = keyword.lower()
+
+        matches = []
+        for code, info in plugins.items():
+            score = 0
+            name = info.get("name", "").lower()
+            desc = info.get("description", "").lower()
+            keywords = [k.lower() for k in info.get("keywords", [])]
+
+            if keyword_lower in code.lower():
+                score += 100
+            if keyword_lower in name:
+                score += 50
+            if keyword_lower in desc:
+                score += 30
+            for kw in keywords:
+                if keyword_lower in kw:
+                    score += 20
+
+            if score > 0:
+                matches.append((score, code, info))
+
+        matches.sort(key=lambda x: x[0], reverse=True)
+
+        if not matches:
+            return f"{Fore.YELLOW}🔍 未找到与 '{keyword}' 相关的插件{Style.RESET_ALL}"
+
+        lines = [f"{Fore.CYAN}🔍 搜索 '{keyword}' 的结果:{Style.RESET_ALL}\n"]
+        for _, code, info in matches:
+            name = info.get("name", code)
+            desc = info.get("description", "")
+            lines.append(f"  {Fore.WHITE}{code:<15}{Style.RESET_ALL} {name}")
+            if desc:
+                lines.append(f"  {Style.DIM}{'':15}  {desc[:60]}{Style.RESET_ALL}")
+
+        return "\n".join(lines)
+
+    def _plugin_info(self, code):
+        """查看插件详情"""
+        if not code:
+            return f"{Fore.YELLOW}请提供插件码: /plugin info <插件码>{Style.RESET_ALL}"
+
+        registry = self._fetch_remote_registry()
+        plugins = registry.get("plugins", {})
+
+        if code not in plugins:
+            return f"{Fore.RED}❌ 未找到插件 '{code}'，运行 /plugin list 查看可用插件{Style.RESET_ALL}"
+
+        info = plugins[code]
+        name = info.get("name", code)
+        desc = info.get("description", "")
+        author = info.get("author", "未知")
+        version = info.get("version", "未知")
+        deps = info.get("deps", [])
+        opt_deps = info.get("optional_deps", [])
+        url = info.get("url", "")
+        docs = info.get("docs", "")
+        keywords = info.get("keywords", [])
+
+        lines = [
+            f"{Fore.CYAN}📦 插件详情: {code}{Style.RESET_ALL}\n",
+            f"  名称:     {name}",
+            f"  版本:     {version}",
+            f"  作者:     {author}",
+        ]
+        if desc:
+            lines.append(f"  描述:     {desc}")
+        if keywords:
+            lines.append(f"  关键词:   {', '.join(keywords)}")
+        if deps:
+            lines.append(f"  依赖:     {', '.join(deps)}")
+        if opt_deps:
+            lines.append(f"  可选依赖: {', '.join(opt_deps)}")
+        if url:
+            lines.append(f"  下载地址: {url}")
+        if docs:
+            lines.append(f"  文档:     {docs}")
+
+        lines.append(f"\n  {Fore.GREEN}/plugin install {code}{Style.RESET_ALL}  安装此插件")
+        return "\n".join(lines)
+
+    def _plugin_install(self, code):
+        """安装插件"""
+        if not code:
+            return f"{Fore.YELLOW}请提供插件码或 URL: /plugin install <插件码|URL>{Style.RESET_ALL}"
+
+        plugins_dir = self._get_plugins_dir()
+        os.makedirs(plugins_dir, exist_ok=True)
+
+        # 判断是 URL 还是插件码
+        if code.startswith("http://") or code.startswith("https://"):
+            return self._install_from_url(code)
+
+        # 从注册表查找
+        registry = self._fetch_remote_registry()
+        plugins = registry.get("plugins", {})
+
+        if code not in plugins:
+            return (
+                f"{Fore.RED}❌ 未找到插件 '{code}'\n"
+                f"{Fore.YELLOW}运行 /plugin list 查看可用插件\n"
+                f"或使用 /plugin install <URL> 从 URL 安装{Style.RESET_ALL}"
+            )
+
+        info = plugins[code]
+        name = info.get("name", code)
+        url = info.get("url", "")
+        target_file = info.get("file", f"{code}.py")
+        deps = info.get("deps", [])
+        opt_deps = info.get("optional_deps", [])
+
+        if not url:
+            return f"{Fore.RED}❌ 插件 '{code}' 没有下载地址{Style.RESET_ALL}"
+
+        dest = os.path.join(plugins_dir, target_file)
+
+        # 检查是否已安装
+        if os.path.exists(dest):
+            print(f"{Fore.YELLOW}⚠ 插件 '{name}' 已存在，将覆盖更新{Style.RESET_ALL}")
+
+        print(f"{Fore.CYAN}📥 正在安装: {name}{Style.RESET_ALL}")
+        print(f"{Style.DIM}   下载: {url}{Style.RESET_ALL}")
+
+        ok, msg = self._download_file(url, dest)
+        if not ok:
+            return f"{Fore.RED}❌ 下载失败: {msg}{Style.RESET_ALL}"
+
+        print(f"{Fore.GREEN}   ✓ 文件已保存到: {dest}{Style.RESET_ALL}")
+
+        # 下载文档
+        docs_url = info.get("docs", "")
+        if docs_url:
+            docs_dest = os.path.join(plugins_dir, target_file.replace('.py', '_README.md'))
+            ok_docs, _ = self._download_file(docs_url, docs_dest)
+            if ok_docs:
+                print(f"{Fore.GREEN}   ✓ 文档已保存到: {docs_dest}{Style.RESET_ALL}")
+
+        # 启用插件
+        plugin_module_name = target_file[:-3] if target_file.endswith('.py') else target_file
+        self._enable_plugin_in_config(plugin_module_name)
+        print(f"{Fore.GREEN}   ✓ 已在配置中启用: ENABLE_{plugin_module_name.upper()} = True{Style.RESET_ALL}")
+
+        # 提示依赖
+        self._install_deps(deps, optional=False)
+        self._install_deps(opt_deps, optional=True)
+
+        # 尝试动态加载
+        print(f"{Fore.CYAN}   🔄 尝试动态加载插件...{Style.RESET_ALL}")
+        try:
+            spec = importlib.util.spec_from_file_location(plugin_module_name, dest)
+            module = importlib.util.module_from_spec(spec)
+            spec.loader.exec_module(module)
+            plugin_class = getattr(module, 'Liugin', None) or getattr(module, 'Plugin', None)
+            if plugin_class:
+                instance = plugin_class()
+                tool_info = instance.get_tool_info()
+                tool_info['handler'] = instance.handle
+                if hasattr(instance, 'set_cli'):
+                    instance.set_cli(self)
+                self.liugin_manager.tools.append(tool_info)
+                print(f"{Fore.GREEN}   ✓ 插件已加载: {tool_info.get('name', plugin_module_name)}{Style.RESET_ALL}")
+            else:
+                print(f"{Fore.YELLOW}   ⚠ 未找到 Liugin/Plugin 类，重启后自动加载{Style.RESET_ALL}")
+        except Exception as e:
+            print(f"{Fore.YELLOW}   ⚠ 动态加载失败: {e}，重启后自动加载{Style.RESET_ALL}")
+
+        return f"\n{Fore.GREEN}🎉 插件 '{name}' 安装完成!{Style.RESET_ALL}"
+
+    def _install_from_url(self, url):
+        """从 URL 直接安装"""
+        plugins_dir = self._get_plugins_dir()
+        os.makedirs(plugins_dir, exist_ok=True)
+
+        # 从 URL 提取文件名
+        filename = url.split('/')[-1].split('?')[0]
+        if not filename.endswith('.py'):
+            return f"{Fore.RED}❌ URL 必须指向 .py 文件{Style.RESET_ALL}"
+
+        dest = os.path.join(plugins_dir, filename)
+
+        print(f"{Fore.CYAN}📥 正在从 URL 安装: {url}{Style.RESET_ALL}")
+
+        ok, msg = self._download_file(url, dest)
+        if not ok:
+            return f"{Fore.RED}❌ 下载失败: {msg}{Style.RESET_ALL}"
+
+        plugin_name = filename[:-3]
+        self._enable_plugin_in_config(plugin_name)
+        print(f"{Fore.GREEN}   ✓ 已保存到: {dest}{Style.RESET_ALL}")
+        print(f"{Fore.GREEN}   ✓ 已启用: ENABLE_{plugin_name.upper()}{Style.RESET_ALL}")
+
+        # 尝试动态加载
+        try:
+            spec = importlib.util.spec_from_file_location(plugin_name, dest)
+            module = importlib.util.module_from_spec(spec)
+            spec.loader.exec_module(module)
+            plugin_class = getattr(module, 'Liugin', None) or getattr(module, 'Plugin', None)
+            if plugin_class:
+                instance = plugin_class()
+                tool_info = instance.get_tool_info()
+                tool_info['handler'] = instance.handle
+                if hasattr(instance, 'set_cli'):
+                    instance.set_cli(self)
+                self.liugin_manager.tools.append(tool_info)
+                print(f"{Fore.GREEN}   ✓ 插件已加载: {tool_info.get('name', plugin_name)}{Style.RESET_ALL}")
+        except Exception as e:
+            print(f"{Fore.YELLOW}   ⚠ 动态加载失败: {e}，重启后自动加载{Style.RESET_ALL}")
+
+        return f"\n{Fore.GREEN}🎉 插件安装完成!{Style.RESET_ALL}"
+
+    def _plugin_remove(self, name):
+        """卸载插件"""
+        if not name:
+            return f"{Fore.YELLOW}请提供插件名: /plugin remove <插件名>{Style.RESET_ALL}"
+
+        plugins_dir = self._get_plugins_dir()
+
+        # 查找插件文件
+        target = None
+        for f in os.listdir(plugins_dir):
+            if f.endswith('.py') and f != '__init__.py':
+                module_name = f[:-3]
+                if module_name == name or f == name:
+                    target = os.path.join(plugins_dir, f)
+                    break
+
+        if not target:
+            return f"{Fore.RED}❌ 未找到已安装的插件 '{name}'{Style.RESET_ALL}"
+
+        module_name = os.path.basename(target)[:-3]
+
+        # 删除文件
+        try:
+            os.remove(target)
+            print(f"{Fore.GREEN}   ✓ 已删除: {target}{Style.RESET_ALL}")
+        except Exception as e:
+            return f"{Fore.RED}❌ 删除失败: {e}{Style.RESET_ALL}"
+
+        # 删除关联文档
+        docs_file = target.replace('.py', '_README.md')
+        if os.path.exists(docs_file):
+            os.remove(docs_file)
+
+        # 禁用插件
+        self._disable_plugin_in_config(module_name)
+        print(f"{Fore.GREEN}   ✓ 已禁用: ENABLE_{module_name.upper()} = False{Style.RESET_ALL}")
+
+        # 从内存中移除
+        self.liugin_manager.tools = [
+            t for t in self.liugin_manager.tools
+            if t.get('name') != module_name
+        ]
+
+        return f"\n{Fore.GREEN}🗑️ 插件 '{name}' 已卸载{Style.RESET_ALL}"
+
+    def _plugin_update(self, code):
+        """更新插件（重新下载）"""
+        if not code:
+            return f"{Fore.YELLOW}请提供插件码: /plugin update <插件码>{Style.RESET_ALL}"
+
+        registry = self._load_registry()
+        plugins = registry.get("plugins", {})
+
+        if code not in plugins:
+            return f"{Fore.RED}❌ 注册表中未找到 '{code}'，无法更新{Style.RESET_ALL}"
+
+        # 检查是否已安装
+        info = plugins[code]
+        target_file = info.get("file", f"{code}.py")
+        dest = os.path.join(self._get_plugins_dir(), target_file)
+
+        if not os.path.exists(dest):
+            return f"{Fore.YELLOW}⚠ 插件 '{code}' 未安装，使用 /plugin install {code} 安装{Style.RESET_ALL}"
+
+        print(f"{Fore.CYAN}🔄 更新插件: {code}{Style.RESET_ALL}")
+        return self._plugin_install(code)
+
+    def _plugin_add_source(self, url):
+        """添加远程插件源"""
+        if not url:
+            return f"{Fore.YELLOW}请提供注册表 URL: /plugin add-source <URL>{Style.RESET_ALL}"
+
+        print(f"{Fore.CYAN}📡 正在同步插件源: {url}{Style.RESET_ALL}")
+
+        try:
+            req = Request(url, headers={"User-Agent": "xiaoli-cli/1.0"})
+            resp = urlopen(req, timeout=15)
+            remote = json.loads(resp.read().decode('utf-8'))
+        except Exception as e:
+            return f"{Fore.RED}❌ 拉取失败: {e}{Style.RESET_ALL}"
+
+        registry = self._load_registry()
+        remote_plugins = remote.get("plugins", {})
+        added = 0
+        updated = 0
+
+        for code, info in remote_plugins.items():
+            if code in registry.get("plugins", {}):
+                registry["plugins"][code] = info
+                updated += 1
+            else:
+                registry.setdefault("plugins", {})[code] = info
+                added += 1
+
+        self._save_registry(registry)
+
+        return (
+            f"{Fore.GREEN}✓ 插件源同步完成: 新增 {added} 个，更新 {updated} 个{Style.RESET_ALL}"
+        )

xcli_core/tui.py

@@ -62,8 +62,7 @@ if TEXTUAL_AVAILABLE:
         scrollbar-color: {_Theme.BORDER};
         scrollbar-color-hover: {_Theme.TEXT_MUTED};
         padding: 0 1;
-        /* 平滑滚动 */
+
-        scroll-behavior: smooth;
     }}
 
     /* ── 输入区域 ── */
@@ -144,10 +143,11 @@ if TEXTUAL_AVAILABLE:
     }}
 
     #sidebar.hidden {{
-        display: none;
         width: 0;
         min-width: 0;
         opacity: 0;
+        border: none;
+        overflow: hidden;
     }}
 
     .sidebar-header {{
@@ -297,28 +297,6 @@ if TEXTUAL_AVAILABLE:
         background: {_Theme.BG};
     }}
 
-    /* ── 闪光动画 keyframes ── */
-    @keyframes pulse-glow {{
-        0% {{ color: {_Theme.THINKING}; }}
-        50% {{ color: {_Theme.ACCENT}; }}
-        100% {{ color: {_Theme.THINKING}; }}
-    }}
-
-    @keyframes fade-in {{
-        from {{ opacity: 0; }}
-        to {{ opacity: 1; }}
-    }}
-
-    @keyframes slide-in-right {{
-        from {{ offset-x: 100%; }}
-        to {{ offset-x: 0; }}
-    }}
-
-    @keyframes bounce-in {{
-        0% {{ opacity: 0; offset-y: 5%; }}
-        60% {{ opacity: 1; offset-y: -1%; }}
-        100% {{ opacity: 1; offset-y: 0; }}
-    }}
     """
 
     class _TUIBridge:
@@ -502,7 +480,7 @@ if TEXTUAL_AVAILABLE:
                 "",
                 "  ╔══════════════════════════════════════════════╗",
                 "  ║                                              ║",
-                "  ║    小狸 Pro-CLI v5.1                        ║",
+                "  ║    小狸 Pro-CLI v5.2                        ║",
                 "  ║    智能编程助手 · 动画增强版                  ║",
                 "  ║                                              ║",
                 "  ╚══════════════════════════════════════════════╝",
@@ -531,12 +509,12 @@ if TEXTUAL_AVAILABLE:
 
                 widget = Static(line, classes=cls)
                 scroll.mount(widget)
-                # 延迟显示每一行
+                # 延迟显示每一行（避免 delay=0 导致 Textual 除零错误）
-                delay = i * 0.1
+                delay = max(0.01, i * 0.1)
                 self.set_timer(delay, lambda w=widget: w.add_class("visible"))
 
             # 最后滚动到底部
-            self.set_timer(len(welcome_lines) * 0.1 + 0.1,
+            self.set_timer(max(0.01, len(welcome_lines) * 0.1 + 0.1),
                           lambda: scroll.scroll_end(animate=True, duration=0.3))
 
         def _render_welcome(self):
@@ -546,7 +524,7 @@ if TEXTUAL_AVAILABLE:
                 ("", "msg-dim"),
                 ("  ╔══════════════════════════════════════════════╗", "msg-welcome"),
                 ("  ║                                              ║", "msg-welcome"),
-                ("  ║    小狸 Pro-CLI v5.1                        ║", "msg-welcome"),
+                ("  ║    小狸 Pro-CLI v5.2                        ║", "msg-welcome"),
                 ("  ║    智能编程助手 · 动画增强版                  ║", "msg-welcome"),
                 ("  ║                                              ║", "msg-welcome"),
                 ("  ╚══════════════════════════════════════════════╝", "msg-welcome"),
@@ -584,6 +562,10 @@ if TEXTUAL_AVAILABLE:
             status_container.mount(Static(f"  工具: {len(self.bridge.tools())} 个", classes="tool-item"))
             status_container.mount(Static(f"  引擎: {len(self.bridge.engines())} 个", classes="tool-item"))
 
+            # 工具数
+            if hasattr(self.cli, 'liugin_manager'):
+                status_container.mount(Static(f"  工具: {len(self.cli.liugin_manager.tools)} 个", classes="tool-item"))
+
         def _update_status(self, text: str):
             bar = self.query_one("#status-bar")
             engine = self.bridge.current_engine()
@@ -737,11 +719,12 @@ if TEXTUAL_AVAILABLE:
                 'cls': lambda: self.action_clear(),
                 'model': lambda: self._switch_model(args),
                 'engine': lambda: self._switch_model(args),
-                'about': lambda: self._system(" 小狸 Pro-CLI v5.1 - 智能编程助手"),
+                'about': lambda: self._system(" 小狸 Pro-CLI v5.2 - 智能编程助手"),
                 'status': lambda: self._show_status(),
                 'tools': lambda: self._show_tools(),
                 'engines': lambda: self._show_engines(),
                 'tui': lambda: self._system("已在 TUI 模式中"),
+                'manual': lambda: self._handle_manual(args),
             }
 
             handler = cmds.get(name)
@@ -776,6 +759,24 @@ if TEXTUAL_AVAILABLE:
   Enter      换行        Tab        缩进"""
             self._system(help_text)
 
+        def _handle_manual(self, args):
+            """处理 /manual 命令"""
+            if 'manual' not in self.cli.engines:
+                self._error("manual 引擎未加载")
+                return
+            if not args:
+                # 切换到 manual 引擎
+                if self.bridge.switch_engine('manual'):
+                    self._system("已切换到 manual 引擎")
+                    self._update_sidebar()
+                else:
+                    self._error("切换失败")
+            else:
+                # 执行 manual 引擎子命令
+                result = self.cli.engines['manual'].handle_command(args)
+                if result:
+                    self._system(result)
+
         def _switch_cli(self):
             self._system("切换到命令行模式...")
             self.cli.tui_output_callback = None
@@ -810,11 +811,15 @@ if TEXTUAL_AVAILABLE:
             self._system('\n'.join(lines))
 
         def _show_status(self):
-            self._system(f"""  系统状态:
+            status_lines = [
-  引擎: {self.bridge.current_engine()}
+                f"  系统状态:",
-  引擎数: {len(self.bridge.engines())}
+                f"  引擎: {self.bridge.current_engine()}",
-  工具数: {len(self.bridge.tools())}
+                f"  引擎数: {len(self.bridge.engines())}",
-  对话数: {len(self.bridge.history())}""")
+                f"  工具数: {len(self.bridge.tools())}",
+                f"  对话数: {len(self.bridge.history())}",
+            ]
+
+            self._system('\n'.join(status_lines))
 
         # ── AI 生成 ──
 
@@ -849,11 +854,11 @@ if TEXTUAL_AVAILABLE:
                 self.call_after_refresh(self._update_sidebar)
 
         def _write_raw(self, msg):
-            if '' in msg or 'OK 工具' in msg:
+            if '✅' in msg or 'OK 工具' in msg:
                 self._add(f"  {msg}", "msg-tool-ok")
-            elif '' in msg or 'X 工具' in msg or '错误' in msg:
+            elif '❌' in msg or 'X 工具' in msg or '错误' in msg:
                 self._add(f"  {msg}", "msg-tool-err")
-            elif '' in msg:
+            elif '🤖' in msg:
                 self._add(f"  {msg}", "msg-ai")
             elif '工具' in msg and ('调用' in msg or '执行' in msg):
                 self._add(f"  {msg}", "msg-tool-ok")
@@ -874,12 +879,13 @@ if TEXTUAL_AVAILABLE:
 
         def action_toggle_sidebar(self):
             sidebar = self.query_one("#sidebar")
-            sidebar.visible = not sidebar.visible
+            # 通过 CSS 类控制侧栏显隐
-            # 动画：侧栏切换时平滑过渡
+            if sidebar.has_class("hidden"):
-            if sidebar.visible:
                 sidebar.remove_class("hidden")
+                self.sidebar_visible = True
             else:
                 sidebar.add_class("hidden")
+                self.sidebar_visible = False
 
         def action_cancel(self):
             if self.is_generating: