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@@ -1,29 +1,74 @@
<div align="center">
# Claude Code Workflow (CCW)
<!-- Animated Header -->
<img src="https://capsule-render.vercel.app/api?type=waving&color=gradient&customColorList=6,11,20&height=180&section=header&text=Claude%20Code%20Workflow&fontSize=42&fontColor=fff&animation=twinkling&fontAlignY=32&desc=Multi-Agent%20AI%20Development%20Framework&descAlignY=52&descSize=18"/>
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<!-- Badges -->
<p>
<a href="https://github.com/catlog22/Claude-Code-Workflow/releases"><img src="https://img.shields.io/badge/version-v6.3.33-blue?style=for-the-badge&logo=semanticrelease" alt="Version"/></a>
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<a href="LICENSE"><img src="https://img.shields.io/badge/license-MIT-green?style=for-the-badge&logo=opensourceinitiative&logoColor=white" alt="License"/></a>
</p>
<p>
<a href="https://github.com/catlog22/Claude-Code-Workflow/stargazers"><img src="https://img.shields.io/github/stars/catlog22/Claude-Code-Workflow?style=for-the-badge&logo=github&color=yellow" alt="Stars"/></a>
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<a href="https://github.com/catlog22/Claude-Code-Workflow/issues"><img src="https://img.shields.io/github/issues/catlog22/Claude-Code-Workflow?style=for-the-badge&logo=github&color=red" alt="Issues"/></a>
</p>
**[English](README.md) | [中文](README_CN.md)**
<br/>
<!-- Typing Animation -->
<a href="https://git.io/typing-svg"><img src="https://readme-typing-svg.demolab.com?font=Fira+Code&weight=600&size=22&pause=1000&color=6366F1&center=true&vCenter=true&random=false&width=600&lines=JSON-Driven+Multi-Agent+Framework;4-Level+Workflow+System;Semantic+CLI+Orchestration;Gemini+%7C+Codex+%7C+Qwen+%7C+Claude" alt="Typing SVG" /></a>
</div>
<br/>
<!-- Quick Links -->
<div align="center">
<a href="#-quick-start"><img src="https://img.shields.io/badge/🚀_Quick_Start-4285F4?style=flat-square" alt="Quick Start"/></a>
<a href="WORKFLOW_GUIDE.md"><img src="https://img.shields.io/badge/📖_Workflow_Guide-34A853?style=flat-square" alt="Guide"/></a>
<a href="#-cli-tool-installation"><img src="https://img.shields.io/badge/🛠_CLI_Tools-EA4335?style=flat-square" alt="CLI Tools"/></a>
<a href="#-architecture"><img src="https://img.shields.io/badge/🏗_Architecture-FBBC05?style=flat-square" alt="Architecture"/></a>
</div>
<br/>
---
**CCW** is a JSON-driven multi-agent development framework with intelligent CLI orchestration. It provides **4-level workflow system** from rapid execution to full brainstorming, transforming AI development into powerful orchestration.
## ✨ Key Features
| Feature | Description |
|---------|-------------|
| 🎯 **4-Level Workflows** | From `lite-lite-lite` (instant) to `brainstorm` (multi-role analysis) |
| 🔄 **Multi-CLI Orchestration** | Gemini, Qwen, Codex, Claude - auto-select or manual |
| ⚡ **Dependency-Aware Parallelism** | Agent parallel execution without worktree complexity |
| 🔧 **Issue Workflow** | Post-development maintenance with optional worktree isolation |
| 📦 **JSON-First State** | `.task/IMPL-*.json` as single source of truth |
| 🖥️ **Dashboard** | Visual session management, CodexLens search, graph explorer |
<table>
<tr>
<td width="50%">
### 🎯 4-Level Workflows
From `lite-lite-lite` (instant) to `brainstorm` (multi-role analysis)
### 🔄 Multi-CLI Orchestration
Gemini, Qwen, Codex, Claude - auto-select or manual
### ⚡ Dependency-Aware Parallelism
Agent parallel execution without worktree complexity
</td>
<td width="50%">
### 🔧 Issue Workflow
Post-development maintenance with optional worktree isolation
### 📦 JSON-First State
`.task/IMPL-*.json` as single source of truth
### 🖥️ Dashboard
Visual session management, CodexLens search, graph explorer
</td>
</tr>
</table>
> 📖 **New?** See [Workflow Guide](WORKFLOW_GUIDE.md) for the complete 4-level workflow system.
@@ -40,15 +85,16 @@ ccw install -m Global
### Choose Your Workflow Level
| Level | Command | Use Case |
|-------|---------|----------|
| ⚡ **1** | `/workflow:lite-lite-lite` | Quick fixes, config changes |
| 📝 **2** | `/workflow:lite-plan` | Clear single-module features |
| 🔧 **2** | `/workflow:lite-fix` | Bug diagnosis and fix |
| 🔍 **2** | `/workflow:multi-cli-plan` | Multi-perspective analysis |
| 📊 **3** | `/workflow:plan` | Multi-module development |
| 🧪 **3** | `/workflow:tdd-plan` | Test-driven development |
| 🧠 **4** | `/workflow:brainstorm:auto-parallel` | New features, architecture design |
<table>
<tr><th>Level</th><th>Command</th><th>Use Case</th></tr>
<tr><td>⚡ <b>1</b></td><td><code>/workflow:lite-lite-lite</code></td><td>Quick fixes, config changes</td></tr>
<tr><td>📝 <b>2</b></td><td><code>/workflow:lite-plan</code></td><td>Clear single-module features</td></tr>
<tr><td>🔧 <b>2</b></td><td><code>/workflow:lite-fix</code></td><td>Bug diagnosis and fix</td></tr>
<tr><td>🔍 <b>2</b></td><td><code>/workflow:multi-cli-plan</code></td><td>Multi-perspective analysis</td></tr>
<tr><td>📊 <b>3</b></td><td><code>/workflow:plan</code></td><td>Multi-module development</td></tr>
<tr><td>🧪 <b>3</b></td><td><code>/workflow:tdd-plan</code></td><td>Test-driven development</td></tr>
<tr><td>🧠 <b>4</b></td><td><code>/workflow:brainstorm:auto-parallel</code></td><td>New features, architecture design</td></tr>
</table>
### Workflow Examples
@@ -74,20 +120,26 @@ ccw install -m Global
## 🛠️ CLI Tool Installation
CCW supports multiple CLI tools. Install as needed:
| CLI | Description | Official Docs |
|-----|-------------|---------------|
| 🔷 **Gemini** | Google AI analysis | [google-gemini/gemini-cli](https://github.com/google-gemini/gemini-cli) |
| 🟢 **Codex** | OpenAI autonomous coding | [openai/codex](https://github.com/openai/codex) |
| 🟠 **OpenCode** | Open-source multi-model | [opencode-ai/opencode](https://github.com/opencode-ai/opencode) |
| 🟣 **Qwen** | Alibaba Qwen-Code | [QwenLM/Qwen](https://github.com/QwenLM) |
<table>
<tr><th>CLI</th><th>Description</th><th>Official Docs</th></tr>
<tr><td>🔷 <b>Gemini</b></td><td>Google AI analysis</td><td><a href="https://github.com/google-gemini/gemini-cli">google-gemini/gemini-cli</a></td></tr>
<tr><td>🟢 <b>Codex</b></td><td>OpenAI autonomous coding</td><td><a href="https://github.com/openai/codex">openai/codex</a></td></tr>
<tr><td>🟠 <b>OpenCode</b></td><td>Open-source multi-model</td><td><a href="https://github.com/opencode-ai/opencode">opencode-ai/opencode</a></td></tr>
<tr><td>🟣 <b>Qwen</b></td><td>Alibaba Qwen-Code</td><td><a href="https://github.com/QwenLM">QwenLM/Qwen</a></td></tr>
</table>
---
## 🎭 Semantic CLI Invocation
Users can **semantically specify CLI tools** in prompts - the system automatically invokes the corresponding CLI for analysis.
<div align="center">
<img src="https://img.shields.io/badge/Just_Describe-What_You_Want-6366F1?style=for-the-badge"/>
<img src="https://img.shields.io/badge/CCW_Handles-The_Rest-10B981?style=for-the-badge"/>
</div>
<br/>
Users can **semantically specify CLI tools** in prompts - the system automatically invokes the corresponding CLI.
### Basic Invocation
@@ -99,8 +151,6 @@ Users can **semantically specify CLI tools** in prompts - the system automatical
### Multi-CLI Orchestration
Users can semantically orchestrate multiple CLIs in a single prompt:
| Pattern | User Prompt Example |
|---------|---------------------|
| 🔄 **Collaborative** | "Use Gemini and Codex to collaboratively analyze security vulnerabilities" |
@@ -108,7 +158,8 @@ Users can semantically orchestrate multiple CLIs in a single prompt:
| 🔁 **Iterative** | "Use Gemini to diagnose, then Codex to fix, iterate until resolved" |
| 🔗 **Pipeline** | "Gemini designs the solution, Codex implements, Claude reviews" |
### Examples
<details>
<summary><b>📝 More Examples</b></summary>
```text
# Single CLI invocation
@@ -128,7 +179,7 @@ User: "Use Gemini to plan the refactoring, then Codex to implement it"
→ System auto-calls: gemini (plan) → codex (implement) sequentially
```
> 💡 **Key**: Just describe which CLI to use and what to do - CCW handles the invocation automatically.
</details>
### Custom CLI Registration
@@ -144,16 +195,6 @@ ccw view # Open Dashboard → Status → API Settings → Add Custom CLI
| **Endpoint** | `https://api.deepseek.com/v1/chat` |
| **API Key** | `your-api-key` |
After registration, use it semantically like built-in CLIs:
```text
User: "Use DeepSeek to analyze this algorithm complexity"
→ System auto-calls: deepseek CLI (your custom endpoint)
User: "Let DeepSeek and Gemini compare their analysis results"
→ System auto-calls: deepseek + gemini in parallel
```
> ⚙️ Register once, invoke semantically forever - no code changes needed.
---
@@ -173,15 +214,15 @@ ACE (Augment Context Engine) provides powerful semantic code search.
> ⚠️ **In Development**: CodexLens is under iterative optimization. Some features may be unstable.
CodexLens provides local code indexing and search without external APIs:
<table>
<tr><th>Search Mode</th><th>Description</th></tr>
<tr><td>🔤 <b>FTS</b></td><td>Full-text search, based on SQLite FTS5</td></tr>
<tr><td>🧠 <b>Semantic</b></td><td>Semantic search, using local embedding models</td></tr>
<tr><td>🔀 <b>Hybrid</b></td><td>Hybrid search, combining FTS + Semantic + Reranking</td></tr>
</table>
| Search Mode | Description |
|-------------|-------------|
| 🔤 **FTS** | Full-text search, based on SQLite FTS5 |
| 🧠 **Semantic** | Semantic search, using local embedding models |
| 🔀 **Hybrid** | Hybrid search, combining FTS + Semantic + Reranking |
### Installation
<details>
<summary><b>📦 Installation</b></summary>
```bash
# Enter codex-lens directory
@@ -194,10 +235,10 @@ pip install -e .
codexlens index /path/to/project
```
### Dashboard Integration
Open Dashboard via `ccw view`, manage indexes and execute searches in **CodexLens Manager**.
</details>
---
## 💻 CCW CLI Commands
@@ -211,12 +252,13 @@ ccw upgrade -a # Upgrade all installations
### Dashboard Features
| Feature | Description |
|---------|-------------|
| 📊 **Session Overview** | Track workflow sessions and progress |
| 🔍 **CodexLens** | FTS + Semantic + Hybrid code search |
| 🕸️ **Graph Explorer** | Interactive code relationship visualization |
| 📜 **CLI Manager** | Execution history with session resume |
<table>
<tr><th>Feature</th><th>Description</th></tr>
<tr><td>📊 <b>Session Overview</b></td><td>Track workflow sessions and progress</td></tr>
<tr><td>🔍 <b>CodexLens</b></td><td>FTS + Semantic + Hybrid code search</td></tr>
<tr><td>🕸️ <b>Graph Explorer</b></td><td>Interactive code relationship visualization</td></tr>
<tr><td>📜 <b>CLI Manager</b></td><td>Execution history with session resume</td></tr>
</table>
---
@@ -258,10 +300,23 @@ ccw upgrade -a # Upgrade all installations
## 🤝 Contributing
- **Repository**: [GitHub](https://github.com/catlog22/Claude-Code-Workflow)
- **Issues**: [Report bugs or request features](https://github.com/catlog22/Claude-Code-Workflow/issues)
- **Contributing**: See [CONTRIBUTING.md](CONTRIBUTING.md)
<div align="center">
<a href="https://github.com/catlog22/Claude-Code-Workflow"><img src="https://img.shields.io/badge/GitHub-Repository-181717?style=for-the-badge&logo=github" alt="GitHub"/></a>
<a href="https://github.com/catlog22/Claude-Code-Workflow/issues"><img src="https://img.shields.io/badge/Issues-Report_Bug-FF6B6B?style=for-the-badge&logo=github" alt="Issues"/></a>
<a href="CONTRIBUTING.md"><img src="https://img.shields.io/badge/Contributing-Guide-4CAF50?style=for-the-badge&logo=github" alt="Contributing"/></a>
</div>
---
## 📄 License
<div align="center">
MIT License - see [LICENSE](LICENSE)
<br/>
<!-- Footer -->
<img src="https://capsule-render.vercel.app/api?type=waving&color=gradient&customColorList=6,11,20&height=100&section=footer"/>
</div>

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<div align="center">
# Claude Code Workflow (CCW)
<!-- Animated Header -->
<img src="https://capsule-render.vercel.app/api?type=waving&color=gradient&customColorList=6,11,20&height=180&section=header&text=Claude%20Code%20Workflow&fontSize=42&fontColor=fff&animation=twinkling&fontAlignY=32&desc=多智能体%20AI%20开发框架&descAlignY=52&descSize=18"/>
[![Version](https://img.shields.io/badge/version-v6.3.33-blue.svg)](https://github.com/catlog22/Claude-Code-Workflow/releases)
[![npm](https://img.shields.io/npm/v/claude-code-workflow.svg)](https://www.npmjs.com/package/claude-code-workflow)
[![License](https://img.shields.io/badge/license-MIT-green.svg)](LICENSE)
<!-- Badges -->
<p>
<a href="https://github.com/catlog22/Claude-Code-Workflow/releases"><img src="https://img.shields.io/badge/version-v6.3.33-blue?style=for-the-badge&logo=semanticrelease" alt="Version"/></a>
<a href="https://www.npmjs.com/package/claude-code-workflow"><img src="https://img.shields.io/npm/v/claude-code-workflow?style=for-the-badge&logo=npm&logoColor=white&color=cb3837" alt="npm"/></a>
<a href="LICENSE"><img src="https://img.shields.io/badge/license-MIT-green?style=for-the-badge&logo=opensourceinitiative&logoColor=white" alt="License"/></a>
</p>
<p>
<a href="https://github.com/catlog22/Claude-Code-Workflow/stargazers"><img src="https://img.shields.io/github/stars/catlog22/Claude-Code-Workflow?style=for-the-badge&logo=github&color=yellow" alt="Stars"/></a>
<a href="https://github.com/catlog22/Claude-Code-Workflow/network/members"><img src="https://img.shields.io/github/forks/catlog22/Claude-Code-Workflow?style=for-the-badge&logo=github&color=lightgray" alt="Forks"/></a>
<a href="https://github.com/catlog22/Claude-Code-Workflow/issues"><img src="https://img.shields.io/github/issues/catlog22/Claude-Code-Workflow?style=for-the-badge&logo=github&color=red" alt="Issues"/></a>
</p>
**[English](README.md) | [中文](README_CN.md)**
<br/>
<!-- Typing Animation -->
<a href="https://git.io/typing-svg"><img src="https://readme-typing-svg.demolab.com?font=Fira+Code&weight=600&size=22&pause=1000&color=6366F1&center=true&vCenter=true&random=false&width=600&lines=JSON+驱动的多智能体框架;4+级工作流系统;语义化+CLI+编排;Gemini+%7C+Codex+%7C+Qwen+%7C+Claude" alt="Typing SVG" /></a>
</div>
<br/>
<!-- Quick Links -->
<div align="center">
<a href="#-快速开始"><img src="https://img.shields.io/badge/🚀_快速开始-4285F4?style=flat-square" alt="Quick Start"/></a>
<a href="WORKFLOW_GUIDE_CN.md"><img src="https://img.shields.io/badge/📖_工作流指南-34A853?style=flat-square" alt="Guide"/></a>
<a href="#-cli-工具安装"><img src="https://img.shields.io/badge/🛠_CLI_工具-EA4335?style=flat-square" alt="CLI Tools"/></a>
<a href="#-架构概览"><img src="https://img.shields.io/badge/🏗_架构-FBBC05?style=flat-square" alt="Architecture"/></a>
</div>
<br/>
---
**CCW** 是一个 JSON 驱动的多智能体开发框架,具有智能 CLI 编排能力。提供 **4 级工作流系统**,从急速执行到完整头脑风暴,将 AI 开发转变为强大的编排系统。
## ✨ 核心特性
## 核心特性
<table>
<tr>
<td width="50%">
| 特性 | 说明 |
|------|------|
| **4 级工作流** | 从 `lite-lite-lite`(即时执行)到 `brainstorm`(多角色分析) |
| **多 CLI 编排** | Gemini、Qwen、Codex、Claude - 自动选择或手动指定 |
| **依赖感知并行** | Agent 并行执行,无需 worktree 复杂性 |
| **Issue 工作流** | 开发后维护,可选 worktree 隔离 |
| **JSON 优先状态** | `.task/IMPL-*.json` 作为唯一事实来源 |
| **Dashboard** | 可视化会话管理、CodexLens 搜索、图浏览器 |
### 🎯 4 级工作流
`lite-lite-lite`(即时执行)到 `brainstorm`(多角色分析)
### 🔄 多 CLI 编排
Gemini、Qwen、Codex、Claude - 自动选择或手动指定
### ⚡ 依赖感知并行
Agent 并行执行,无需 worktree 复杂性
</td>
<td width="50%">
### 🔧 Issue 工作流
开发后维护,可选 worktree 隔离
### 📦 JSON 优先状态
`.task/IMPL-*.json` 作为唯一事实来源
### 🖥️ Dashboard
可视化会话管理、CodexLens 搜索、图浏览器
</td>
</tr>
</table>
> 📖 **新用户?** 查看 [工作流指南](WORKFLOW_GUIDE_CN.md) 了解完整的 4 级工作流系统。
---
## 快速开始
## 🚀 快速开始
### 安装 CCW
@@ -40,15 +85,16 @@ ccw install -m Global
### 选择工作流级别
| 级别 | 命令 | 使用场景 |
|------|------|----------|
| **1** | `/workflow:lite-lite-lite` | 快速修复、配置调整 |
| **2** | `/workflow:lite-plan` | 明确的单模块功能 |
| **2** | `/workflow:lite-fix` | Bug 诊断修复 |
| **2** | `/workflow:multi-cli-plan` | 多视角分析 |
| **3** | `/workflow:plan` | 多模块开发 |
| **3** | `/workflow:tdd-plan` | 测试驱动开发 |
| **4** | `/workflow:brainstorm:auto-parallel` | 新功能、架构设计 |
<table>
<tr><th>级别</th><th>命令</th><th>使用场景</th></tr>
<tr><td>⚡ <b>1</b></td><td><code>/workflow:lite-lite-lite</code></td><td>快速修复、配置调整</td></tr>
<tr><td>📝 <b>2</b></td><td><code>/workflow:lite-plan</code></td><td>明确的单模块功能</td></tr>
<tr><td>🔧 <b>2</b></td><td><code>/workflow:lite-fix</code></td><td>Bug 诊断修复</td></tr>
<tr><td>🔍 <b>2</b></td><td><code>/workflow:multi-cli-plan</code></td><td>多视角分析</td></tr>
<tr><td>📊 <b>3</b></td><td><code>/workflow:plan</code></td><td>多模块开发</td></tr>
<tr><td>🧪 <b>3</b></td><td><code>/workflow:tdd-plan</code></td><td>测试驱动开发</td></tr>
<tr><td>🧠 <b>4</b></td><td><code>/workflow:brainstorm:auto-parallel</code></td><td>新功能、架构设计</td></tr>
</table>
### 工作流示例
@@ -74,20 +120,26 @@ ccw install -m Global
## 🛠️ CLI 工具安装
CCW 支持多种 CLI 工具,按需安装:
| CLI | 说明 | 官方文档 |
|-----|------|----------|
| 🔷 **Gemini** | Google AI 分析 | [google-gemini/gemini-cli](https://github.com/google-gemini/gemini-cli) |
| 🟢 **Codex** | OpenAI 自主编码 | [openai/codex](https://github.com/openai/codex) |
| 🟠 **OpenCode** | 开源多模型 | [opencode-ai/opencode](https://github.com/opencode-ai/opencode) |
| 🟣 **Qwen** | 阿里云 Qwen-Code | [QwenLM/Qwen](https://github.com/QwenLM) |
<table>
<tr><th>CLI</th><th>说明</th><th>官方文档</th></tr>
<tr><td>🔷 <b>Gemini</b></td><td>Google AI 分析</td><td><a href="https://github.com/google-gemini/gemini-cli">google-gemini/gemini-cli</a></td></tr>
<tr><td>🟢 <b>Codex</b></td><td>OpenAI 自主编码</td><td><a href="https://github.com/openai/codex">openai/codex</a></td></tr>
<tr><td>🟠 <b>OpenCode</b></td><td>开源多模型</td><td><a href="https://github.com/opencode-ai/opencode">opencode-ai/opencode</a></td></tr>
<tr><td>🟣 <b>Qwen</b></td><td>阿里云 Qwen-Code</td><td><a href="https://github.com/QwenLM">QwenLM/Qwen</a></td></tr>
</table>
---
## 🎭 语义化 CLI 调用
用户可以在提示词中 **语义指定 CLI 工具** - 系统自动调用对应的 CLI 进行分析。
<div align="center">
<img src="https://img.shields.io/badge/只需描述-你想要什么-6366F1?style=for-the-badge"/>
<img src="https://img.shields.io/badge/CCW_处理-剩下的一切-10B981?style=for-the-badge"/>
</div>
<br/>
用户可以在提示词中 **语义指定 CLI 工具** - 系统自动调用对应的 CLI。
### 基础调用
@@ -99,8 +151,6 @@ CCW 支持多种 CLI 工具,按需安装:
### 多 CLI 编排
用户可以在单个提示词中语义编排多个 CLI
| 模式 | 用户提示词示例 |
|------|----------------|
| 🔄 **协同分析** | "使用 Gemini 和 Codex 协同分析安全漏洞" |
@@ -108,7 +158,8 @@ CCW 支持多种 CLI 工具,按需安装:
| 🔁 **迭代优化** | "用 Gemini 诊断问题,然后 Codex 修复,迭代直到解决" |
| 🔗 **流水线** | "Gemini 设计方案Codex 实现Claude 审查" |
### 示例
<details>
<summary><b>📝 更多示例</b></summary>
```text
# 单 CLI 调用
@@ -128,7 +179,7 @@ CCW 支持多种 CLI 工具,按需安装:
→ 系统自动调用: gemini规划→ codex实现顺序执行
```
> 💡 **核心**:只需描述使用哪个 CLI 做什么 - CCW 自动处理调用。
</details>
### 自定义 CLI 注册
@@ -144,21 +195,11 @@ ccw view # 打开 Dashboard → Status → API Settings → 添加自定义 CLI
| **端点** | `https://api.deepseek.com/v1/chat` |
| **API Key** | `your-api-key` |
注册后即可像内置 CLI 一样语义调用:
```text
用户: "使用 DeepSeek 分析这个算法复杂度"
→ 系统自动调用: deepseek CLI你的自定义端点
用户: "让 DeepSeek 和 Gemini 对比分析结果"
→ 系统自动调用: deepseek + gemini 并行执行
```
> ⚙️ 注册一次,永久语义调用 - 无需修改代码。
---
## ACE Tool 配置
## 🔍 ACE Tool 配置
ACE (Augment Context Engine) 提供强大的语义代码搜索能力。
@@ -169,19 +210,19 @@ ACE (Augment Context Engine) 提供强大的语义代码搜索能力。
---
## CodexLens 本地搜索
## 📚 CodexLens 本地搜索
> ⚠️ **开发中**: CodexLens 正在迭代优化中,部分功能可能不稳定。
CodexLens 提供本地代码索引和搜索能力,无需外部 API
<table>
<tr><th>搜索模式</th><th>说明</th></tr>
<tr><td>🔤 <b>FTS</b></td><td>全文搜索,基于 SQLite FTS5</td></tr>
<tr><td>🧠 <b>Semantic</b></td><td>语义搜索,基于本地嵌入模型</td></tr>
<tr><td>🔀 <b>Hybrid</b></td><td>混合搜索,结合 FTS + 语义 + 重排序</td></tr>
</table>
| 搜索模式 | 说明 |
|----------|------|
| **FTS** | 全文搜索,基于 SQLite FTS5 |
| **Semantic** | 语义搜索,基于本地嵌入模型 |
| **Hybrid** | 混合搜索,结合 FTS + 语义 + 重排序 |
### 安装
<details>
<summary><b>📦 安装</b></summary>
```bash
# 进入 codex-lens 目录
@@ -194,13 +235,13 @@ pip install -e .
codexlens index /path/to/project
```
### Dashboard 集成
通过 `ccw view` 打开 Dashboard**CodexLens Manager** 中管理索引和执行搜索。
</details>
---
## CCW CLI 命令
## 💻 CCW CLI 命令
```bash
ccw install # 安装工作流文件
@@ -211,55 +252,71 @@ ccw upgrade -a # 升级所有安装
### Dashboard 功能
- **会话概览** - 跟踪工作流会话和进度
- **CodexLens** - FTS + 语义 + 混合代码搜索
- **图浏览器** - 交互式代码关系可视化
- **CLI 管理器** - 执行历史与会话恢复
<table>
<tr><th>功能</th><th>说明</th></tr>
<tr><td>📊 <b>会话概览</b></td><td>跟踪工作流会话和进度</td></tr>
<tr><td>🔍 <b>CodexLens</b></td><td>FTS + 语义 + 混合代码搜索</td></tr>
<tr><td>🕸️ <b>图浏览器</b></td><td>交互式代码关系可视化</td></tr>
<tr><td>📜 <b>CLI 管理器</b></td><td>执行历史与会话恢复</td></tr>
</table>
---
## 文档
## 📖 文档
| 文档 | 说明 |
|------|------|
| [**工作流指南**](WORKFLOW_GUIDE_CN.md) | 4 级工作流系统(推荐) |
| [**快速开始**](GETTING_STARTED_CN.md) | 5 分钟快速入门 |
| [**Dashboard 指南**](DASHBOARD_GUIDE.md) | Dashboard 用户指南 |
| [**常见问题**](FAQ.md) | 常见问题解答 |
| [**更新日志**](CHANGELOG.md) | 版本历史 |
| 📘 [**工作流指南**](WORKFLOW_GUIDE_CN.md) | 4 级工作流系统(推荐) |
| 🚀 [**快速开始**](GETTING_STARTED_CN.md) | 5 分钟快速入门 |
| 🖥️ [**Dashboard 指南**](DASHBOARD_GUIDE.md) | Dashboard 用户指南 |
| [**常见问题**](FAQ.md) | 常见问题解答 |
| 📝 [**更新日志**](CHANGELOG.md) | 版本历史 |
---
## 架构概览
## 🏗️ 架构概览
```
┌─────────────────────────────────────────────────────────────────┐
│ 主干工作流 (4 级) │
│ Level 1: lite-lite-lite (即时执行,无产物)
│ Level 2: lite-plan / lite-fix / multi-cli-plan (→ lite-execute)│
│ Level 3: plan / tdd-plan / test-fix-gen (Session 持久化)
│ Level 4: brainstorm:auto-parallel → plan → execute
Level 1: lite-lite-lite (即时执行,无产物) │
📝 Level 2: lite-plan / lite-fix / multi-cli-plan (→ execute)
📊 Level 3: plan / tdd-plan / test-fix-gen (Session 持久化) │
🧠 Level 4: brainstorm:auto-parallel → plan → execute │
└─────────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────────┐
│ Issue 工作流 (补充) │
│ discover → plan → queue → execute (worktree 隔离)
🔍 discover → 📋 plan → 📦 queue → ▶️ execute (worktree)
└─────────────────────────────────────────────────────────────────┘
```
**核心原则:**
- **依赖分析** 解决并行问题 - 主干工作流无需 worktree
- **Issue 工作流** 补充主干工作流,用于开发后维护
- 根据复杂度选择工作流级别 - 避免过度工程化
- **依赖分析** 解决并行问题 - 主干工作流无需 worktree
- 🔧 **Issue 工作流** 补充主干工作流,用于开发后维护
- 🎯 根据复杂度选择工作流级别 - 避免过度工程化
---
## 贡献
## 🤝 贡献
- **仓库**: [GitHub](https://github.com/catlog22/Claude-Code-Workflow)
- **问题**: [报告 Bug 或请求功能](https://github.com/catlog22/Claude-Code-Workflow/issues)
- **贡献**: 查看 [CONTRIBUTING.md](CONTRIBUTING.md)
<div align="center">
<a href="https://github.com/catlog22/Claude-Code-Workflow"><img src="https://img.shields.io/badge/GitHub-仓库-181717?style=for-the-badge&logo=github" alt="GitHub"/></a>
<a href="https://github.com/catlog22/Claude-Code-Workflow/issues"><img src="https://img.shields.io/badge/Issues-报告问题-FF6B6B?style=for-the-badge&logo=github" alt="Issues"/></a>
<a href="CONTRIBUTING.md"><img src="https://img.shields.io/badge/贡献-指南-4CAF50?style=for-the-badge&logo=github" alt="Contributing"/></a>
</div>
## 许可证
---
## 📄 许可证
<div align="center">
MIT License - 详见 [LICENSE](LICENSE)
<br/>
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