Claude-Code-Workflow/README.md

Claude Code Workflow (CCW)

English | 中文

---

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

📖 New? See Workflow Guide for the complete 4-level workflow system.

---

🚀 Quick Start

Install CCW

npm install -g claude-code-workflow
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

Workflow Examples

# Level 1: Instant execution
/workflow:lite-lite-lite "Fix typo in README"

# Level 2: Lightweight planning
/workflow:lite-plan "Add JWT authentication"
/workflow:lite-fix "User upload fails with 413 error"

# Level 3: Standard planning with session
/workflow:plan "Implement payment gateway integration"
/workflow:execute

# Level 4: Multi-role brainstorming
/workflow:brainstorm:auto-parallel "Design real-time collaboration system" --count 5
/workflow:plan --session WFS-xxx
/workflow:execute

---

🛠️ CLI Tool Installation

CCW supports multiple CLI tools. Install as needed:

CLI	Description	Official Docs
🔷 Gemini	Google AI analysis	github.com/anthropics/anthropic-quickstarts
🟢 Codex	OpenAI autonomous coding	github.com/openai/codex
🟠 OpenCode	Open-source multi-model	github.com/opencode-ai/opencode
🟣 Qwen	Alibaba Cloud Qwen	github.com/QwenLM/Qwen

---

🎭 Semantic CLI Invocation

Users can semantically specify CLI tools in prompts - the system automatically invokes the corresponding CLI for analysis.

Basic Invocation

User Prompt	System Action
"Use Gemini to analyze the auth module"	Auto-invoke gemini CLI for analysis
"Let Codex review this code"	Auto-invoke codex CLI for review
"Ask Qwen about performance optimization"	Auto-invoke qwen CLI for consultation

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"
⚡ Parallel	"Have Gemini, Codex, and Qwen analyze the architecture in parallel"
🔁 Iterative	"Use Gemini to diagnose, then Codex to fix, iterate until resolved"
🔗 Pipeline	"Gemini designs the solution, Codex implements, Claude reviews"

Examples

# Single CLI invocation
User: "Use Gemini to analyze the database query performance"
→ System auto-calls: gemini CLI with analysis task

# Collaborative analysis
User: "Use Gemini and Codex to collaboratively review the authentication flow"
→ System auto-calls: gemini + codex CLIs, synthesizes results

# Parallel multi-perspective
User: "Have all available CLIs analyze this architecture design in parallel"
→ System auto-calls: gemini, codex, qwen in parallel → merged report

# Sequential pipeline
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.

Custom CLI Registration

Register any API as a custom CLI via Dashboard interface:

ccw view  # Open Dashboard → Status → API Settings → Add Custom CLI

Field	Example
Name	deepseek
Endpoint	https://api.deepseek.com/v1/chat
API Key	your-api-key

After registration, use it semantically like built-in CLIs:

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.

---

🔍 ACE Tool Configuration

ACE (Augment Context Engine) provides powerful semantic code search.

Method	Link
📘 Official	Augment MCP Documentation
🔧 Proxy Version	ace-tool (GitHub)

---

📚 CodexLens Local Search

⚠️ In Development: CodexLens is under iterative optimization. Some features may be unstable.

CodexLens provides local code indexing and search without external APIs:

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

# Enter codex-lens directory
cd codex-lens

# Install dependencies
pip install -e .

# Initialize index
codexlens index /path/to/project

Dashboard Integration

Open Dashboard via ccw view, manage indexes and execute searches in CodexLens Manager.

---

💻 CCW CLI Commands

ccw install           # Install workflow files
ccw view              # Open dashboard
ccw cli -p "..."      # Execute CLI tools (Gemini/Qwen/Codex)
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

---

📖 Documentation

Document	Description
📘 Workflow Guide	4-level workflow system (recommended)
🚀 Getting Started	5-minute quick start
🖥️ Dashboard Guide	Dashboard user guide
❓ FAQ	Common questions
📝 Changelog	Version history

---

🏗️ Architecture

┌─────────────────────────────────────────────────────────────────┐
│                     Main Workflow (4 Levels)                    │
│  ⚡ Level 1: lite-lite-lite (instant, no artifacts)             │
│  📝 Level 2: lite-plan / lite-fix / multi-cli-plan (→ execute)  │
│  📊 Level 3: plan / tdd-plan / test-fix-gen (session persist)   │
│  🧠 Level 4: brainstorm:auto-parallel → plan → execute          │
└─────────────────────────────────────────────────────────────────┘
                              ↓
┌─────────────────────────────────────────────────────────────────┐
│                   Issue Workflow (Supplement)                   │
│  🔍 discover → 📋 plan → 📦 queue → ▶️ execute (worktree)        │
└─────────────────────────────────────────────────────────────────┘

Core Principles:

• ⚡ Dependency Analysis solves parallelism - no worktree needed for main workflow
• 🔧 Issue Workflow supplements main workflow for post-development maintenance
• 🎯 Select workflow level based on complexity - avoid over-engineering

---

🤝 Contributing

• Repository: GitHub
• Issues: Report bugs or request features
• Contributing: See CONTRIBUTING.md

📄 License

MIT License - see LICENSE