[中文](README_CN.md) [English](README.md) # Claude Code Multi-Agent Workflow System [![Run in Smithery](https://smithery.ai/badge/skills/cexll)](https://smithery.ai/skills?ns=cexll&utm_source=github&utm_medium=badge) [![License: AGPL-3.0](https://img.shields.io/badge/License-AGPL_v3-blue.svg)](https://www.gnu.org/licenses/agpl-3.0) [![Claude Code](https://img.shields.io/badge/Claude-Code-blue)](https://claude.ai/code) [![Version](https://img.shields.io/badge/Version-5.2-green)](https://github.com/cexll/myclaude) > AI-powered development automation with multi-backend execution (Codex/Claude/Gemini) ## Core Concept: Multi-Backend Architecture This system leverages a **dual-agent architecture** with pluggable AI backends: | Role | Agent | Responsibility | |------|-------|----------------| | **Orchestrator** | Claude Code | Planning, context gathering, verification, user interaction | | **Executor** | codeagent-wrapper | Code editing, test execution (Codex/Claude/Gemini backends) | **Why this separation?** - Claude Code excels at understanding context and orchestrating complex workflows - Specialized backends (Codex for code, Claude for reasoning, Gemini for prototyping) excel at focused execution - Backend selection via `--backend codex|claude|gemini` matches the model to the task ## Quick Start(Please execute in Powershell on Windows) ```bash git clone https://github.com/cexll/myclaude.git cd myclaude python3 install.py --install-dir ~/.claude ``` ## Workflows Overview ### 1. Dev Workflow (Recommended) **The primary workflow for most development tasks.** ```bash /dev "implement user authentication with JWT" ``` **6-Step Process:** 1. **Requirements Clarification** - Interactive Q&A to clarify scope 2. **Codex Deep Analysis** - Codebase exploration and architecture decisions 3. **Dev Plan Generation** - Structured task breakdown with test requirements 4. **Parallel Execution** - Codex executes tasks concurrently 5. **Coverage Validation** - Enforce ≥90% test coverage 6. **Completion Summary** - Report with file changes and coverage stats **Key Features:** - Claude Code orchestrates, Codex executes all code changes - Automatic task parallelization for speed - Mandatory 90% test coverage gate - Rollback on failure **Best For:** Feature development, refactoring, bug fixes with tests --- ### 2. BMAD Agile Workflow **Full enterprise agile methodology with 6 specialized agents.** ```bash /bmad-pilot "build e-commerce checkout system" ``` **Agents:** | Agent | Role | |-------|------| | Product Owner | Requirements & user stories | | Architect | System design & tech decisions | | Tech Lead | Sprint planning & task breakdown | | Developer | Implementation | | Code Reviewer | Quality assurance | | QA Engineer | Testing & validation | **Process:** ``` Requirements → Architecture → Sprint Plan → Development → Review → QA ↓ ↓ ↓ ↓ ↓ ↓ PRD.md DESIGN.md SPRINT.md Code REVIEW.md TEST.md ``` **Best For:** Large features, team coordination, enterprise projects --- ### 3. Requirements-Driven Workflow **Lightweight requirements-to-code pipeline.** ```bash /requirements-pilot "implement API rate limiting" ``` **Process:** 1. Requirements generation with quality scoring 2. Implementation planning 3. Code generation 4. Review and testing **Best For:** Quick prototypes, well-defined features --- ### 4. Development Essentials **Direct commands for daily coding tasks.** | Command | Purpose | |---------|---------| | `/code` | Implement a feature | | `/debug` | Debug an issue | | `/test` | Write tests | | `/review` | Code review | | `/optimize` | Performance optimization | | `/refactor` | Code refactoring | | `/docs` | Documentation | **Best For:** Quick tasks, no workflow overhead needed ## Enterprise Workflow Features - **Multi-backend execution:** `codeagent-wrapper --backend codex|claude|gemini` (default `codex`) so you can match the model to the task without changing workflows. - **GitHub workflow commands:** `/gh-create-issue "short need"` creates structured issues; `/gh-issue-implement 123` pulls issue #123, drives development, and prepares the PR. - **Skills + hooks activation:** .claude/hooks run automation (tests, reviews), while `.claude/skills/skill-rules.json` auto-suggests the right skills. Keep hooks enabled in `.claude/settings.json` to activate the enterprise workflow helpers. --- ## Installation ### Modular Installation (Recommended) ```bash # Install all enabled modules (dev + essentials by default) python3 install.py --install-dir ~/.claude # Install specific module python3 install.py --module dev # List available modules python3 install.py --list-modules # Force overwrite existing files python3 install.py --force ``` ### Available Modules | Module | Default | Description | |--------|---------|-------------| | `dev` | ✓ Enabled | Dev workflow + Codex integration | | `essentials` | ✓ Enabled | Core development commands | | `bmad` | Disabled | Full BMAD agile workflow | | `requirements` | Disabled | Requirements-driven workflow | ### What Gets Installed ``` ~/.claude/ ├── CLAUDE.md # Core instructions and role definition ├── commands/ # Slash commands (/dev, /code, etc.) ├── agents/ # Agent definitions ├── skills/ │ └── codex/ │ └── SKILL.md # Codex integration skill └── installed_modules.json # Installation status ``` ### Configuration Edit `config.json` to customize: ```json { "version": "1.0", "install_dir": "~/.claude", "modules": { "dev": { "enabled": true, "operations": [ {"type": "merge_dir", "source": "dev-workflow"}, {"type": "copy_file", "source": "memorys/CLAUDE.md", "target": "CLAUDE.md"}, {"type": "copy_file", "source": "skills/codex/SKILL.md", "target": "skills/codex/SKILL.md"}, {"type": "run_command", "command": "bash install.sh"} ] } } } ``` **Operation Types:** | Type | Description | |------|-------------| | `merge_dir` | Merge subdirs (commands/, agents/) into install dir | | `copy_dir` | Copy entire directory | | `copy_file` | Copy single file to target path | | `run_command` | Execute shell command | --- ## Codex Integration The `codex` skill enables Claude Code to delegate code execution to Codex CLI. ### Usage in Workflows ```bash # Codex is invoked via the skill codeagent-wrapper - <<'EOF' implement @src/auth.ts with JWT validation EOF ``` ### Parallel Execution ```bash codeagent-wrapper --parallel <<'EOF' ---TASK--- id: backend_api workdir: /project/backend ---CONTENT--- implement REST endpoints for /api/users ---TASK--- id: frontend_ui workdir: /project/frontend dependencies: backend_api ---CONTENT--- create React components consuming the API EOF ``` ### Install Codex Wrapper ```bash # Automatic (via dev module) python3 install.py --module dev # Manual bash install.sh ``` #### Windows Windows installs place `codeagent-wrapper.exe` in `%USERPROFILE%\bin`. ```powershell # PowerShell (recommended) powershell -ExecutionPolicy Bypass -File install.ps1 # Batch (cmd) install.bat ``` **Add to PATH** (if installer doesn't detect it): ```powershell # PowerShell - persistent for current user [Environment]::SetEnvironmentVariable('PATH', "$HOME\bin;" + [Environment]::GetEnvironmentVariable('PATH','User'), 'User') # PowerShell - current session only $Env:PATH = "$HOME\bin;$Env:PATH" ``` ```batch REM cmd.exe - persistent for current user setx PATH "%USERPROFILE%\bin;%PATH%" ``` --- ## Workflow Selection Guide | Scenario | Recommended Workflow | |----------|---------------------| | New feature with tests | `/dev` | | Quick bug fix | `/debug` or `/code` | | Large multi-sprint feature | `/bmad-pilot` | | Prototype or POC | `/requirements-pilot` | | Code review | `/review` | | Performance issue | `/optimize` | --- ## Troubleshooting ### Common Issues **Codex wrapper not found:** ```bash # Check PATH echo $PATH | grep -q "$HOME/bin" || echo 'export PATH="$HOME/bin:$PATH"' >> ~/.zshrc # Reinstall bash install.sh ``` **Permission denied:** ```bash python3 install.py --install-dir ~/.claude --force ``` **Module not loading:** ```bash # Check installation status cat ~/.claude/installed_modules.json # Reinstall specific module python3 install.py --module dev --force ``` --- ## Documentation ### Core Guides - **[Codeagent-Wrapper Guide](docs/CODEAGENT-WRAPPER.md)** - Multi-backend execution wrapper - **[Hooks Documentation](docs/HOOKS.md)** - Custom hooks and automation ### Additional Resources - **[Installation Log](install.log)** - Installation history and troubleshooting --- ## License AGPL-3.0 License - see [LICENSE](LICENSE) ## Support - **Issues**: [GitHub Issues](https://github.com/cexll/myclaude/issues) - **Documentation**: [docs/](docs/) --- **Claude Code + Codex = Better Development** - Orchestration meets execution.