agent-team-pipeline
# Agent Team Pipeline
## Overview
Coordinate OpenClaw as the brain dispatching multiple Codex instances in parallel: one for coding, one for testing, one for code review. Each agent works in an isolated git worktree to avoid conflicts.
## When to Use
- Need to implement a feature with separate code/test/review phases
- Want parallel execution of independent tasks
- Building a mini development team workflow
**Not for:**
- Single simple tasks (use single agent)
- Exploratory discussions requiring multi-round dialogue
## Core Pattern
```
User → OpenClaw (brain) → Codex Coder → Codex Tester → Codex Reviewer
→ Codex Tester (parallel)
→ Codex Reviewer (parallel)
```
## Setup
### 1. Create Isolated Worktrees
```bash
cd /Users/liuchang/.openclaw/workspace
git worktree add -b coder /Users/liuchang/agent-coder HEAD
git worktree add -b tester /Users/liuchang/agent-tester HEAD
git worktree add -b reviewer /Users/liuchang/agent-reviewer HEAD
```
### 2. Task Distribution Script
```bash
#!/bin/bash
CODER_DIR="/Users/liuchang/agent-coder"
TESTER_DIR="/Users/liuchang/agent-tester"
REVIEWER_DIR="/Users/liuchang/agent-reviewer"
case "$1" in
coder)
cd "$CODER_DIR" && codex exec "$2"
;;
tester)
cd "$TESTER_DIR" && codex exec "$2"
;;
reviewer)
cd "$REVIEWER_DIR" && codex exec "$2"
;;
esac
```
### 3. Workflow
1. **Coder** receives task, writes code to `agent-coder/`
2. **Tester** receives code, writes tests to `agent-tester/`
3. **Reviewer** reviews code, provides feedback
4. Loop: Coder addresses feedback → Reviewer confirms
## Quick Reference
| Role | Worktree | Command |
|------|----------|---------|
| Coder | `agent-coder` | `codex exec "implement X"` |
| Tester | `agent-tester` | `codex exec "test X"` |
| Reviewer | `agent-reviewer` | `codex exec "review X"` |
## Example
```bash
# Coder: Implement feature
codex exec "创建登录功能，使用 JWT"
# Tester: Write tests
codex exec "为 ../agent-coder/login.py 写测试"
# Reviewer: Review code
codex exec "审查 ../agent-coder/login.py"
```
## Common Mistakes
- **No worktree isolation** → Use git worktree to prevent file conflicts
- **Sequential when parallel** → Coder+Tester+Reviewer can run in parallel
- **Skipping review loop** → Always verify fixes with reviewer before accepting
## Real-World Impact
Successfully implemented hello.py example:
- Coder created initial code
- Tester wrote pytest file
- Reviewer suggested main() + `__main__` protection
- Coder applied fixes
- Reviewer confirmed compliance
标签
skill
ai
