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# Claude Code Multi-Agent Workflow System # 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) [![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) [![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) [![Claude Code](https://img.shields.io/badge/Claude-Code-blue)](https://claude.ai/code)
[![Version](https://img.shields.io/badge/Version-5.6-green)](https://github.com/cexll/myclaude) [![Version](https://img.shields.io/badge/Version-6.x-green)](https://github.com/cexll/myclaude)
> AI-powered development automation with multi-backend execution (Codex/Claude/Gemini) > AI-powered development automation with multi-backend execution (Codex/Claude/Gemini/OpenCode)
## Core Concept: Multi-Backend Architecture ## Quick Start
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 ```bash
git clone https://github.com/cexll/myclaude.git git clone https://github.com/cexll/myclaude.git
@@ -33,199 +17,23 @@ cd myclaude
python3 install.py --install-dir ~/.claude python3 install.py --install-dir ~/.claude
``` ```
## Workflows Overview ## Modules Overview
### 0. OmO Multi-Agent Orchestrator (Recommended for Complex Tasks) | Module | Description | Documentation |
|--------|-------------|---------------|
**Intelligent multi-agent orchestration that routes tasks to specialized agents based on risk signals.** | [do](skills/do/README.md) | **Recommended** - 7-phase feature development with codeagent orchestration | `/do` command |
| [dev](dev-workflow/README.md) | Lightweight dev workflow with Codex integration | `/dev` command |
```bash | [omo](skills/omo/README.md) | Multi-agent orchestration with intelligent routing | `/omo` command |
/omo "analyze and fix this authentication bug" | [bmad](bmad-agile-workflow/README.md) | BMAD agile workflow with 6 specialized agents | `/bmad-pilot` command |
``` | [requirements](requirements-driven-workflow/README.md) | Lightweight requirements-to-code pipeline | `/requirements-pilot` command |
| [essentials](development-essentials/README.md) | Core development commands and utilities | `/code`, `/debug`, etc. |
**Agent Hierarchy:** | [sparv](skills/sparv/README.md) | SPARV workflow (Specify→Plan→Act→Review→Vault) | `/sparv` command |
| Agent | Role | Backend | Model | | course | Course development (combines dev + product-requirements + test-cases) | Composite module |
|-------|------|---------|-------|
| `oracle` | Technical advisor | Claude | claude-opus-4-5 |
| `librarian` | External research | Claude | claude-sonnet-4-5 |
| `explore` | Codebase search | OpenCode | grok-code |
| `develop` | Code implementation | Codex | gpt-5.2 |
| `frontend-ui-ux-engineer` | UI/UX specialist | Gemini | gemini-3-pro |
| `document-writer` | Documentation | Gemini | gemini-3-flash |
**Routing Signals (Not Fixed Pipeline):**
- Code location unclear → `explore`
- External library/API → `librarian`
- Risky/multi-file change → `oracle`
- Implementation needed → `develop` / `frontend-ui-ux-engineer`
**Common Recipes:**
- Explain code: `explore`
- Small fix with known location: `develop` directly
- Bug fix, location unknown: `explore → develop`
- Cross-cutting refactor: `explore → oracle → develop`
- External API integration: `explore + librarian → oracle → develop`
**Best For:** Complex bug investigation, multi-file refactoring, architecture decisions
---
### 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.
---
## Version Requirements
### Codex CLI
**Minimum version:** Check compatibility with your installation
The codeagent-wrapper uses these Codex CLI features:
- `codex e` - Execute commands (shorthand for `codex exec`)
- `--skip-git-repo-check` - Skip git repository validation
- `--json` - JSON stream output format
- `-C <workdir>` - Set working directory
- `resume <session_id>` - Resume previous sessions
**Verify Codex CLI is installed:**
```bash
which codex
codex --version
```
### Claude CLI
**Minimum version:** Check compatibility with your installation
Required features:
- `--output-format stream-json` - Streaming JSON output format
- `--setting-sources` - Control setting sources (prevents infinite recursion)
- `--dangerously-skip-permissions` - Skip permission prompts (use with caution)
- `-p` - Prompt input flag
- `-r <session_id>` - Resume sessions
**Security Note:** The wrapper adds `--dangerously-skip-permissions` for Claude by default. Set `CODEAGENT_SKIP_PERMISSIONS=false` to disable if you need permission prompts.
**Verify Claude CLI is installed:**
```bash
which claude
claude --version
```
### Gemini CLI
**Minimum version:** Check compatibility with your installation
Required features:
- `-o stream-json` - JSON stream output format
- `-y` - Auto-approve prompts (non-interactive mode)
- `-r <session_id>` - Resume sessions
- `-p` - Prompt input flag
**Verify Gemini CLI is installed:**
```bash
which gemini
gemini --version
```
---
## Installation ## Installation
### Modular Installation (Recommended)
```bash ```bash
# Install all enabled modules (dev + essentials by default) # Install all enabled modules
python3 install.py --install-dir ~/.claude python3 install.py --install-dir ~/.claude
# Install specific module # Install specific module
@@ -234,173 +42,72 @@ python3 install.py --module dev
# List available modules # List available modules
python3 install.py --list-modules python3 install.py --list-modules
# Force overwrite existing files # Force overwrite
python3 install.py --force python3 install.py --force
``` ```
### Available Modules ### Module Configuration
| Module | Default | Description | Edit `config.json` to enable/disable modules:
|--------|---------|-------------|
| `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/
├── bin/
│ └── codeagent-wrapper # Main executable
├── CLAUDE.md # Core instructions and role definition
├── commands/ # Slash commands (/dev, /code, etc.)
├── agents/ # Agent definitions
├── skills/
│ └── codex/
│ └── SKILL.md # Codex integration skill
├── config.json # Configuration
└── installed_modules.json # Installation status
```
### Customizing Installation Directory
By default, myclaude installs to `~/.claude`. You can customize this using the `INSTALL_DIR` environment variable:
```bash
# Install to custom directory
INSTALL_DIR=/opt/myclaude bash install.sh
# Update your PATH accordingly
export PATH="/opt/myclaude/bin:$PATH"
```
**Directory Structure:**
- `$INSTALL_DIR/bin/` - codeagent-wrapper binary
- `$INSTALL_DIR/skills/` - Skill definitions
- `$INSTALL_DIR/config.json` - Configuration file
- `$INSTALL_DIR/commands/` - Slash command definitions
- `$INSTALL_DIR/agents/` - Agent definitions
**Note:** When using a custom installation directory, ensure that `$INSTALL_DIR/bin` is added to your `PATH` environment variable.
### Configuration
Edit `config.json` to customize:
```json ```json
{ {
"version": "1.0",
"install_dir": "~/.claude",
"modules": { "modules": {
"dev": { "dev": { "enabled": true },
"enabled": true, "bmad": { "enabled": false },
"operations": [ "requirements": { "enabled": false },
{"type": "merge_dir", "source": "dev-workflow"}, "essentials": { "enabled": false },
{"type": "copy_file", "source": "memorys/CLAUDE.md", "target": "CLAUDE.md"}, "omo": { "enabled": false },
{"type": "copy_file", "source": "skills/codex/SKILL.md", "target": "skills/codex/SKILL.md"}, "sparv": { "enabled": false },
{"type": "run_command", "command": "bash install.sh"} "do": { "enabled": false },
] "course": { "enabled": false }
}
} }
} }
``` ```
**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 (use PowerShell method above instead)
REM WARNING: This expands %PATH% which includes system PATH, causing duplication
REM Note: Using reg add instead of setx to avoid 1024-character truncation limit
reg add "HKCU\Environment" /v Path /t REG_EXPAND_SZ /d "%USERPROFILE%\bin;%PATH%" /f
```
---
## Workflow Selection Guide ## Workflow Selection Guide
| Scenario | Recommended Workflow | | Scenario | Recommended |
|----------|---------------------| |----------|-------------|
| New feature with tests | `/dev` | | Feature development (default) | `/do` |
| Quick bug fix | `/debug` or `/code` | | Lightweight feature | `/dev` |
| Large multi-sprint feature | `/bmad-pilot` | | Bug investigation + fix | `/omo` |
| Prototype or POC | `/requirements-pilot` | | Large enterprise project | `/bmad-pilot` |
| Code review | `/review` | | Quick prototype | `/requirements-pilot` |
| Performance issue | `/optimize` | | Simple task | `/code`, `/debug` |
--- ## Core Architecture
| Role | Agent | Responsibility |
|------|-------|----------------|
| **Orchestrator** | Claude Code | Planning, context gathering, verification |
| **Executor** | codeagent-wrapper | Code editing, test execution (Codex/Claude/Gemini/OpenCode) |
## Backend CLI Requirements
| Backend | Required Features |
|---------|-------------------|
| Codex | `codex e`, `--json`, `-C`, `resume` |
| Claude | `--output-format stream-json`, `-r` |
| Gemini | `-o stream-json`, `-y`, `-r` |
## Directory Structure After Installation
```
~/.claude/
├── bin/codeagent-wrapper
├── CLAUDE.md
├── commands/
├── agents/
├── skills/
└── config.json
```
## Documentation
- [Codeagent-Wrapper Guide](docs/CODEAGENT-WRAPPER.md)
- [Hooks Documentation](docs/HOOKS.md)
- [codeagent-wrapper](codeagent-wrapper/README.md)
## Troubleshooting ## Troubleshooting
@@ -408,214 +115,38 @@ reg add "HKCU\Environment" /v Path /t REG_EXPAND_SZ /d "%USERPROFILE%\bin;%PATH%
**Codex wrapper not found:** **Codex wrapper not found:**
```bash ```bash
# Installer auto-adds PATH, check if configured bash install.sh
if [[ ":$PATH:" != *":$HOME/.claude/bin:"* ]]; then
echo "PATH not configured. Reinstalling..."
bash install.sh
fi
# Or manually add (idempotent command)
[[ ":$PATH:" != *":$HOME/.claude/bin:"* ]] && echo 'export PATH="$HOME/.claude/bin:$PATH"' >> ~/.zshrc
```
**Permission denied:**
```bash
python3 install.py --install-dir ~/.claude --force
``` ```
**Module not loading:** **Module not loading:**
```bash ```bash
# Check installation status
cat ~/.claude/installed_modules.json cat ~/.claude/installed_modules.json
python3 install.py --module <name> --force
# Reinstall specific module
python3 install.py --module dev --force
``` ```
### Version Compatibility Issues **Backend CLI errors:**
**Backend CLI not found:**
```bash ```bash
# Check if backend CLIs are installed which codex && codex --version
which codex which claude && claude --version
which claude which gemini && gemini --version
which gemini
# Install missing backends
# Codex: Follow installation instructions at https://codex.docs
# Claude: Follow installation instructions at https://claude.ai/docs
# Gemini: Follow installation instructions at https://ai.google.dev/docs
``` ```
**Unsupported CLI flags:** ## FAQ
```bash
# If you see errors like "unknown flag" or "invalid option"
# Check backend CLI version | Issue | Solution |
codex --version |-------|----------|
claude --version | "Unknown event format" | Logging display issue, can be ignored |
gemini --version | Gemini can't read .gitignore files | Remove from .gitignore or use different backend |
| `/dev` slow | Check logs, try faster model, use single repo |
| Codex permission denied | Set `approval_policy = "never"` in ~/.codex/config.yaml |
# For Codex: Ensure it supports `e`, `--skip-git-repo-check`, `--json`, `-C`, and `resume` See [GitHub Issues](https://github.com/cexll/myclaude/issues) for more.
# For Claude: Ensure it supports `--output-format stream-json`, `--setting-sources`, `-r`
# For Gemini: Ensure it supports `-o stream-json`, `-y`, `-r`, `-p`
# Update your backend CLI to the latest version if needed
```
**JSON parsing errors:**
```bash
# If you see "failed to parse JSON output" errors
# Verify the backend outputs stream-json format
codex e --json "test task" # Should output newline-delimited JSON
claude --output-format stream-json -p "test" # Should output stream JSON
# If not, your backend CLI version may be too old or incompatible
```
**Infinite recursion with Claude backend:**
```bash
# The wrapper prevents this with `--setting-sources ""` flag
# If you still see recursion, ensure your Claude CLI supports this flag
claude --help | grep "setting-sources"
# If flag is not supported, upgrade Claude CLI
```
**Session resume failures:**
```bash
# Check if session ID is valid
codex history # List recent sessions
claude history
# Ensure backend CLI supports session resumption
codex resume <session_id> "test" # Should continue from previous session
claude -r <session_id> "test"
# If not supported, use new sessions instead of resume mode
```
---
## FAQ (Frequently Asked Questions)
### Q1: `codeagent-wrapper` execution fails with "Unknown event format"
**Problem:**
```
Unknown event format: {"type":"turn.started"}
Unknown event format: {"type":"assistant", ...}
```
**Solution:**
This is a logging event format display issue and does not affect actual functionality. It will be fixed in the next version. You can ignore these log outputs.
**Related Issue:** [#96](https://github.com/cexll/myclaude/issues/96)
---
### Q2: Gemini cannot read files ignored by `.gitignore`
**Problem:**
When using `codeagent-wrapper --backend gemini`, files in directories like `.claude/` that are ignored by `.gitignore` cannot be read.
**Solution:**
- **Option 1:** Remove `.claude/` from your `.gitignore` file
- **Option 2:** Ensure files that need to be read are not in `.gitignore` list
**Related Issue:** [#75](https://github.com/cexll/myclaude/issues/75)
---
### Q3: `/dev` command parallel execution is very slow
**Problem:**
Using `/dev` command for simple features takes too long (over 30 minutes) with no visibility into task progress.
**Solution:**
1. **Check logs:** Review `C:\Users\User\AppData\Local\Temp\codeagent-wrapper-*.log` to identify bottlenecks
2. **Adjust backend:**
- Try faster models like `gpt-5.1-codex-max`
- Running in WSL may be significantly faster
3. **Workspace:** Use a single repository instead of monorepo with multiple sub-projects
**Related Issue:** [#77](https://github.com/cexll/myclaude/issues/77)
---
### Q4: Codex permission denied with new Go version
**Problem:**
After upgrading to the new Go-based Codex implementation, execution fails with permission denied errors.
**Solution:**
Add the following configuration to `~/.codex/config.yaml` (Windows: `c:\user\.codex\config.toml`):
```yaml
model = "gpt-5.1-codex-max"
model_reasoning_effort = "high"
model_reasoning_summary = "detailed"
approval_policy = "never"
sandbox_mode = "workspace-write"
disable_response_storage = true
network_access = true
```
**Key settings:**
- `approval_policy = "never"` - Remove approval restrictions
- `sandbox_mode = "workspace-write"` - Allow workspace write access
- `network_access = true` - Enable network access
**Related Issue:** [#31](https://github.com/cexll/myclaude/issues/31)
---
### Q5: How to disable default bypass/skip-permissions mode
**Background:**
By default, codeagent-wrapper enables bypass mode for both Codex and Claude backends:
- `CODEX_BYPASS_SANDBOX=true` - Bypasses Codex sandbox restrictions
- `CODEAGENT_SKIP_PERMISSIONS=true` - Skips Claude permission prompts
**To disable (if you need sandbox/permission protection):**
```bash
export CODEX_BYPASS_SANDBOX=false
export CODEAGENT_SKIP_PERMISSIONS=false
```
Or add to your shell profile (`~/.zshrc` or `~/.bashrc`):
```bash
echo 'export CODEX_BYPASS_SANDBOX=false' >> ~/.zshrc
echo 'export CODEAGENT_SKIP_PERMISSIONS=false' >> ~/.zshrc
```
**Note:** Disabling bypass mode will require manual approval for certain operations.
---
**Still having issues?** Visit [GitHub Issues](https://github.com/cexll/myclaude/issues) to search or report new issues.
---
## Documentation
- **[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 ## License
AGPL-3.0 License - see [LICENSE](LICENSE) AGPL-3.0 - see [LICENSE](LICENSE)
## Support ## Support
- **Issues**: [GitHub Issues](https://github.com/cexll/myclaude/issues) - [GitHub Issues](https://github.com/cexll/myclaude/issues)
- **Documentation**: [docs/](docs/) - [Documentation](docs/)
---
**Claude Code + Codex = Better Development** - Orchestration meets execution.

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@@ -2,25 +2,11 @@
[![License: AGPL-3.0](https://img.shields.io/badge/License-AGPL_v3-blue.svg)](https://www.gnu.org/licenses/agpl-3.0) [![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) [![Claude Code](https://img.shields.io/badge/Claude-Code-blue)](https://claude.ai/code)
[![Version](https://img.shields.io/badge/Version-5.6-green)](https://github.com/cexll/myclaude) [![Version](https://img.shields.io/badge/Version-6.x-green)](https://github.com/cexll/myclaude)
> AI 驱动的开发自动化 - 多后端执行架构 (Codex/Claude/Gemini) > AI 驱动的开发自动化 - 多后端执行架构 (Codex/Claude/Gemini/OpenCode)
## 核心概念：多后端架构 ## 快速开始
本系统采用**双智能体架构**与可插拔 AI 后端：
| 角色 | 智能体 | 职责 |
|------|-------|------|
| **编排者** | Claude Code | 规划、上下文收集、验证、用户交互 |
| **执行者** | codeagent-wrapper | 代码编辑、测试执行（Codex/Claude/Gemini 后端）|
**为什么分离？**
- Claude Code 擅长理解上下文和编排复杂工作流
- 专业后端（Codex 擅长代码、Claude 擅长推理、Gemini 擅长原型）专注执行
- 通过 `--backend codex|claude|gemini` 匹配模型与任务
## 快速开始（windows上请在Powershell中执行）
```bash ```bash
git clone https://github.com/cexll/myclaude.git git clone https://github.com/cexll/myclaude.git
@@ -28,72 +14,125 @@ cd myclaude
python3 install.py --install-dir ~/.claude python3 install.py --install-dir ~/.claude
``` ```
## 工作流概览 ## 模块概览
### 0. OmO 多智能体编排器（复杂任务推荐） | 模块 | 描述 | 文档 |
|------|------|------|
| [do](skills/do/README.md) | **推荐** - 7 阶段功能开发 + codeagent 编排 | `/do` 命令 |
| [dev](dev-workflow/README.md) | 轻量级开发工作流 + Codex 集成 | `/dev` 命令 |
| [omo](skills/omo/README.md) | 多智能体编排 + 智能路由 | `/omo` 命令 |
| [bmad](bmad-agile-workflow/README.md) | BMAD 敏捷工作流 + 6 个专业智能体 | `/bmad-pilot` 命令 |
| [requirements](requirements-driven-workflow/README.md) | 轻量级需求到代码流水线 | `/requirements-pilot` 命令 |
| [essentials](development-essentials/README.md) | 核心开发命令和工具 | `/code`, `/debug` 等 |
| [sparv](skills/sparv/README.md) | SPARV 工作流 (Specify→Plan→Act→Review→Vault) | `/sparv` 命令 |
| course | 课程开发（组合 dev + product-requirements + test-cases） | 组合模块 |
**基于风险信号智能路由任务到专业智能体的多智能体编排系统。** ## 核心架构
| 角色 | 智能体 | 职责 |
|------|-------|------|
| **编排者** | Claude Code | 规划、上下文收集、验证 |
| **执行者** | codeagent-wrapper | 代码编辑、测试执行（Codex/Claude/Gemini/OpenCode 后端）|
## 工作流详解
### do 工作流（推荐）
7 阶段功能开发，通过 codeagent-wrapper 编排多个智能体。**大多数功能开发任务的首选工作流。**
```bash ```bash
/omo "分析并修复这个认证 bug" /do "添加用户登录功能"
``` ```
**智能体层级：** **7 阶段：**
| 智能体 | 角色 | 后端 | 模型 | | 阶段 | 名称 | 目标 |
|-------|------|------|------| |------|------|------|
| `oracle` | 技术顾问 | Claude | claude-opus-4-5 | | 1 | Discovery | 理解需求 |
| `librarian` | 外部研究 | Claude | claude-sonnet-4-5 | | 2 | Exploration | 映射代码库模式 |
| `explore` | 代码库搜索 | OpenCode | grok-code | | 3 | Clarification | 解决歧义（**强制**）|
| `develop` | 代码实现 | Codex | gpt-5.2 | | 4 | Architecture | 设计实现方案 |
| `frontend-ui-ux-engineer` | UI/UX 专家 | Gemini | gemini-3-pro | | 5 | Implementation | 构建功能（**需审批**）|
| `document-writer` | 文档撰写 | Gemini | gemini-3-flash | | 6 | Review | 捕获缺陷 |
| 7 | Summary | 记录结果 |
**路由信号（非固定流水线）：** **智能体：**
- 代码位置不明确 → `explore` - `code-explorer` - 代码追踪、架构映射
- 外部库/API → `librarian` - `code-architect` - 设计方案、文件规划
- 高风险/多文件变更 → `oracle` - `code-reviewer` - 代码审查、简化建议
- 需要实现 → `develop` / `frontend-ui-ux-engineer` - `develop` - 实现代码、运行测试
**常用配方：**
- 解释代码：`explore`
- 位置已知的小修复：直接 `develop`
- Bug 修复，位置未知：`explore → develop`
- 跨模块重构：`explore → oracle → develop`
- 外部 API 集成：`explore + librarian → oracle → develop`
**适用场景：** 复杂 bug 调查、多文件重构、架构决策
--- ---
### 1. Dev 工作流（推荐） ### Dev 工作流
**大多数开发任务的首选工作流。** 轻量级开发工作流，适合简单功能开发。
```bash ```bash
/dev "实现 JWT 用户认证" /dev "实现 JWT 用户认证"
``` ```
**6 步流程：** **6 步流程：**
1. **需求澄清** - 交互式问答明确范围 1. 需求澄清 - 交互式问答
2. **Codex 深度分析** - 代码库探索和架构决策 2. Codex 深度分析 - 代码库探索
3. **开发计划生成** - 结构化任务分解和测试要求 3. 开发计划生成 - 结构化任务分解
4. **并行执行** - Codex 并发执行任务 4. 并行执行 - Codex 并发执行
5. **覆盖率验证** - 强制 ≥90% 测试覆盖率 5. 覆盖率验证 - 强制 ≥90%
6. **完成总结** - 文件变更和覆盖率报告 6. 完成总结 - 报告生成
**核心特性：**
- Claude Code 编排，Codex 执行所有代码变更
- 自动任务并行化提升速度
- 强制 90% 测试覆盖率门禁
- 失败自动回滚
**适用场景：** 功能开发、重构、带测试的 bug 修复
--- ---
### 2. BMAD 敏捷工作流 ### OmO 多智能体编排器
**包含 6 个专业智能体的完整企业敏捷方法论。** 基于风险信号智能路由任务到专业智能体。
```bash
/omo "分析并修复这个认证 bug"
```
**智能体层级：**
| 智能体 | 角色 | 后端 |
|-------|------|------|
| `oracle` | 技术顾问 | Claude |
| `librarian` | 外部研究 | Claude |
| `explore` | 代码库搜索 | OpenCode |
| `develop` | 代码实现 | Codex |
| `frontend-ui-ux-engineer` | UI/UX 专家 | Gemini |
| `document-writer` | 文档撰写 | Gemini |
**常用配方：**
- 解释代码：`explore`
- 位置已知的小修复：直接 `develop`
- Bug 修复（位置未知）：`explore → develop`
- 跨模块重构：`explore → oracle → develop`
---
### SPARV 工作流
极简 5 阶段工作流：Specify → Plan → Act → Review → Vault。
```bash
/sparv "实现订单导出功能"
```
**核心规则：**
- **10 分规格门**：得分 0-10，必须 >=9 才能进入 Plan
- **2 动作保存**：每 2 次工具调用写入 journal.md
- **3 失败协议**：连续 3 次失败后停止并上报
- **EHRB**：高风险操作需明确确认
**评分维度（各 0-2 分）：**
1. Value - 为什么做，可验证的收益
2. Scope - MVP + 不在范围内的内容
3. Acceptance - 可测试的验收标准
4. Boundaries - 错误/性能/兼容/安全边界
5. Risk - EHRB/依赖/未知 + 处理方式
---
### BMAD 敏捷工作流
完整企业敏捷方法论 + 6 个专业智能体。
```bash ```bash
/bmad-pilot "构建电商结账系统" /bmad-pilot "构建电商结账系统"
@@ -104,43 +143,36 @@ python3 install.py --install-dir ~/.claude
|-------|------| |-------|------|
| Product Owner | 需求与用户故事 | | Product Owner | 需求与用户故事 |
| Architect | 系统设计与技术决策 | | Architect | 系统设计与技术决策 |
| Tech Lead | Sprint 规划与任务分解 | | Scrum Master | Sprint 规划与任务分解 |
| Developer | 实现 | | Developer | 实现 |
| Code Reviewer | 质量保证 | | Code Reviewer | 质量保证 |
| QA Engineer | 测试与验证 | | QA Engineer | 测试与验证 |
**流程：** **审批门：**
``` - PRD 完成后（90+ 分）需用户审批
需求 → 架构 → Sprint计划 → 开发 → 审查 → QA - 架构完成后（90+ 分）需用户审批
↓ ↓ ↓ ↓ ↓ ↓
PRD.md DESIGN.md SPRINT.md Code REVIEW.md TEST.md
```
**适用场景：** 大型功能、团队协作、企业项目
--- ---
### 3. 需求驱动工作流 ### 需求驱动工作流
**轻量级需求到代码流水线。** 轻量级需求到代码流水线。
```bash ```bash
/requirements-pilot "实现 API 限流" /requirements-pilot "实现 API 限流"
``` ```
**流程：** **100 分质量评分：**
1. 带质量评分的需求生成 - 功能清晰度：30 分
2. 实现规划 - 技术具体性：25 分
3. 代码生成 - 实现完整性：25 分
4. 审查和测试 - 业务上下文：20 分
**适用场景：** 快速原型、明确定义的功能
--- ---
### 4. 开发基础命令 ### 开发基础命令
**日常编码任务的直接命令。** 日常编码任务的直接命令。
| 命令 | 用途 | | 命令 | 用途 |
|------|------| |------|------|
@@ -152,16 +184,12 @@ PRD.md DESIGN.md SPRINT.md Code REVIEW.md TEST.md
| `/refactor` | 代码重构 | | `/refactor` | 代码重构 |
| `/docs` | 编写文档 | | `/docs` | 编写文档 |
**适用场景：** 快速任务，无需工作流开销
--- ---
## 安装 ## 安装
### 模块化安装（推荐）
```bash ```bash
# 安装所有启用的模块（默认：dev + essentials） # 安装所有启用的模块
python3 install.py --install-dir ~/.claude python3 install.py --install-dir ~/.claude
# 安装特定模块 # 安装特定模块
@@ -170,314 +198,77 @@ python3 install.py --module dev
# 列出可用模块 # 列出可用模块
python3 install.py --list-modules python3 install.py --list-modules
# 强制覆盖现有文件 # 强制覆盖
python3 install.py --force python3 install.py --force
``` ```
### 可用模块 ### 模块配置
| 模块 | 默认 | 描述 | 编辑 `config.json` 启用/禁用模块：
|------|------|------|
| `dev` | ✓ 启用 | Dev 工作流 + Codex 集成 |
| `essentials` | ✓ 启用 | 核心开发命令 |
| `bmad` | 禁用 | 完整 BMAD 敏捷工作流 |
| `requirements` | 禁用 | 需求驱动工作流 |
### 安装内容
```
~/.claude/
├── bin/
│ └── codeagent-wrapper # 主可执行文件
├── CLAUDE.md # 核心指令和角色定义
├── commands/ # 斜杠命令 (/dev, /code 等)
├── agents/ # 智能体定义
├── skills/
│ └── codex/
│ └── SKILL.md # Codex 集成技能
├── config.json # 配置文件
└── installed_modules.json # 安装状态
```
### 自定义安装目录
默认情况下，myclaude 安装到 `~/.claude`。您可以使用 `INSTALL_DIR` 环境变量自定义安装目录：
```bash
# 安装到自定义目录
INSTALL_DIR=/opt/myclaude bash install.sh
# 相应更新您的 PATH
export PATH="/opt/myclaude/bin:$PATH"
```
**目录结构：**
- `$INSTALL_DIR/bin/` - codeagent-wrapper 可执行文件
- `$INSTALL_DIR/skills/` - 技能定义
- `$INSTALL_DIR/config.json` - 配置文件
- `$INSTALL_DIR/commands/` - 斜杠命令定义
- `$INSTALL_DIR/agents/` - 智能体定义
**注意：** 使用自定义安装目录时，请确保将 `$INSTALL_DIR/bin` 添加到您的 `PATH` 环境变量中。
### 配置
编辑 `config.json` 自定义：
```json ```json
{ {
"version": "1.0",
"install_dir": "~/.claude",
"modules": { "modules": {
"dev": { "dev": { "enabled": true },
"enabled": true, "bmad": { "enabled": false },
"operations": [ "requirements": { "enabled": false },
{"type": "merge_dir", "source": "dev-workflow"}, "essentials": { "enabled": false },
{"type": "copy_file", "source": "memorys/CLAUDE.md", "target": "CLAUDE.md"}, "omo": { "enabled": false },
{"type": "copy_file", "source": "skills/codex/SKILL.md", "target": "skills/codex/SKILL.md"}, "sparv": { "enabled": false },
{"type": "run_command", "command": "bash install.sh"} "do": { "enabled": false },
] "course": { "enabled": false }
}
} }
} }
``` ```
**操作类型：**
| 类型 | 描述 |
|------|------|
| `merge_dir` | 合并子目录 (commands/, agents/) 到安装目录 |
| `copy_dir` | 复制整个目录 |
| `copy_file` | 复制单个文件到目标路径 |
| `run_command` | 执行 shell 命令 |
---
## Codex 集成
`codex` 技能使 Claude Code 能够将代码执行委托给 Codex CLI。
### 工作流中的使用
```bash
# 通过技能调用 Codex
codeagent-wrapper - <<'EOF'
在 @src/auth.ts 中实现 JWT 验证
EOF
```
### 并行执行
```bash
codeagent-wrapper --parallel <<'EOF'
---TASK---
id: backend_api
workdir: /project/backend
---CONTENT---
实现 /api/users 的 REST 端点
---TASK---
id: frontend_ui
workdir: /project/frontend
dependencies: backend_api
---CONTENT---
创建消费 API 的 React 组件
EOF
```
### 安装 Codex Wrapper
```bash
# 自动（通过 dev 模块）
python3 install.py --module dev
# 手动
bash install.sh
```
#### Windows 系统
Windows 系统会将 `codeagent-wrapper.exe` 安装到 `%USERPROFILE%\bin`。
```powershell
# PowerShell（推荐）
powershell -ExecutionPolicy Bypass -File install.ps1
# 批处理（cmd）
install.bat
```
**添加到 PATH**（如果安装程序未自动检测）：
```powershell
# PowerShell - 永久添加（当前用户）
[Environment]::SetEnvironmentVariable('PATH', "$HOME\bin;" + [Environment]::GetEnvironmentVariable('PATH','User'), 'User')
# PowerShell - 仅当前会话
$Env:PATH = "$HOME\bin;$Env:PATH"
```
```batch
REM cmd.exe - 永久添加（当前用户）（建议使用上面的 PowerShell 方法）
REM 警告：此命令会展开 %PATH% 包含系统 PATH，导致重复
REM 注意：使用 reg add 而非 setx 以避免 1024 字符截断限制
reg add "HKCU\Environment" /v Path /t REG_EXPAND_SZ /d "%USERPROFILE%\bin;%PATH%" /f
```
---
## 工作流选择指南 ## 工作流选择指南
| 场景 | 推荐工作流 | | 场景 | 推荐 |
|------|----------| |------|------|
| 带测试的新功能 | `/dev` | | 功能开发（默认） | `/do` |
| 快速 bug 修复 | `/debug` 或 `/code` | | 轻量级功能 | `/dev` |
| 大型多 Sprint 功能 | `/bmad-pilot` | | Bug 调查 + 修复 | `/omo` |
| 原型或 POC | `/requirements-pilot` | | 大型企业项目 | `/bmad-pilot` |
| 代码审查 | `/review` | | 快速原型 | `/requirements-pilot` |
| 性能问题 | `/optimize` | | 简单任务 | `/code`, `/debug` |
--- ## 后端 CLI 要求
| 后端 | 必需功能 |
|------|----------|
| Codex | `codex e`, `--json`, `-C`, `resume` |
| Claude | `--output-format stream-json`, `-r` |
| Gemini | `-o stream-json`, `-y`, `-r` |
## 故障排查 ## 故障排查
### 常见问题
**Codex wrapper 未找到：** **Codex wrapper 未找到：**
```bash ```bash
# 安装程序会自动添加 PATH，检查是否已添加 bash install.sh
if [[ ":$PATH:" != *":$HOME/.claude/bin:"* ]]; then
echo "PATH not configured. Reinstalling..."
bash install.sh
fi
# 或手动添加（幂等性命令）
[[ ":$PATH:" != *":$HOME/.claude/bin:"* ]] && echo 'export PATH="$HOME/.claude/bin:$PATH"' >> ~/.zshrc
```
**权限被拒绝：**
```bash
python3 install.py --install-dir ~/.claude --force
``` ```
**模块未加载：** **模块未加载：**
```bash ```bash
# 检查安装状态
cat ~/.claude/installed_modules.json cat ~/.claude/installed_modules.json
python3 install.py --module <name> --force
# 重新安装特定模块
python3 install.py --module dev --force
``` ```
--- ## FAQ
## 常见问题 (FAQ) | 问题 | 解决方案 |
|------|----------|
| "Unknown event format" | 日志显示问题，可忽略 |
| Gemini 无法读取 .gitignore 文件 | 从 .gitignore 移除或使用其他后端 |
| `/dev` 执行慢 | 检查日志，尝试更快模型，使用单一仓库 |
| Codex 权限拒绝 | 在 ~/.codex/config.yaml 设置 `approval_policy = "never"` |
### Q1: `codeagent-wrapper` 执行时报错 "Unknown event format" 更多问题请访问 [GitHub Issues](https://github.com/cexll/myclaude/issues)。
**问题描述：**
执行 `codeagent-wrapper` 时出现错误：
```
Unknown event format: {"type":"turn.started"}
Unknown event format: {"type":"assistant", ...}
```
**解决方案：**
这是日志事件流的显示问题，不影响实际功能执行。预计在下个版本中修复。如需排查其他问题，可忽略此日志输出。
**相关 Issue：** [#96](https://github.com/cexll/myclaude/issues/96)
---
### Q2: Gemini 无法读取 `.gitignore` 忽略的文件
**问题描述：**
使用 `codeagent-wrapper --backend gemini` 时，无法读取 `.claude/` 等被 `.gitignore` 忽略的目录中的文件。
**解决方案：**
- **方案一：** 在项目根目录的 `.gitignore` 中取消对 `.claude/` 的忽略
- **方案二：** 确保需要读取的文件不在 `.gitignore` 忽略列表中
**相关 Issue：** [#75](https://github.com/cexll/myclaude/issues/75)
---
### Q3: `/dev` 命令并行执行特别慢
**问题描述：**
使用 `/dev` 命令开发简单功能耗时过长（超过30分钟），无法了解任务执行状态。
**解决方案：**
1. **检查日志：** 查看 `C:\Users\User\AppData\Local\Temp\codeagent-wrapper-*.log` 分析瓶颈
2. **调整后端：**
- 尝试使用 `gpt-5.1-codex-max` 等更快的模型
- 在 WSL 环境下运行速度可能更快
3. **工作区选择：** 使用独立的代码仓库而非包含多个子项目的 monorepo
**相关 Issue：** [#77](https://github.com/cexll/myclaude/issues/77)
---
### Q4: 新版 Go 实现的 Codex 权限不足
**问题描述：**
升级到新版 Go 实现的 Codex 后，出现权限不足的错误。
**解决方案：**
在 `~/.codex/config.yaml` 中添加以下配置（Windows: `c:\user\.codex\config.toml`）：
```yaml
model = "gpt-5.1-codex-max"
model_reasoning_effort = "high"
model_reasoning_summary = "detailed"
approval_policy = "never"
sandbox_mode = "workspace-write"
disable_response_storage = true
network_access = true
```
**关键配置说明：**
- `approval_policy = "never"` - 移除审批限制
- `sandbox_mode = "workspace-write"` - 允许工作区写入权限
- `network_access = true` - 启用网络访问
**相关 Issue：** [#31](https://github.com/cexll/myclaude/issues/31)
---
### Q5: 执行时遇到权限拒绝或沙箱限制
**问题描述：**
运行 codeagent-wrapper 时出现权限错误或沙箱限制。
**解决方案：**
设置以下环境变量：
```bash
export CODEX_BYPASS_SANDBOX=true
export CODEAGENT_SKIP_PERMISSIONS=true
```
或添加到 shell 配置文件（`~/.zshrc` 或 `~/.bashrc`）：
```bash
echo 'export CODEX_BYPASS_SANDBOX=true' >> ~/.zshrc
echo 'export CODEAGENT_SKIP_PERMISSIONS=true' >> ~/.zshrc
```
**注意：** 这些设置会绕过安全限制，请仅在可信环境中使用。
---
**仍有疑问？** 请访问 [GitHub Issues](https://github.com/cexll/myclaude/issues) 搜索或提交新问题。
---
## 许可证 ## 许可证
AGPL-3.0 License - 查看 [LICENSE](LICENSE) AGPL-3.0 - 查看 [LICENSE](LICENSE)
## 支持 ## 支持
- **问题反馈**: [GitHub Issues](https://github.com/cexll/myclaude/issues) - [GitHub Issues](https://github.com/cexll/myclaude/issues)
- **文档**: [docs/](docs/) - [文档](docs/)
---
**Claude Code + Codex = 更好的开发** - 编排遇见执行。