https://github.com/joinwell52-AI/joinwell52

Build a 4-role AI team in Cursor IDE. PM+DEV+OPS+QA collaborate autonomously. 87 person-days in 17 days. Now a real product: CodeFlow
https://github.com/joinwell52-AI/joinwell52

ai-agent ai-collaboration ai-development ai-team automation cursor cursor-ide developer-tools multi-agent productivity

Last synced: 2 months ago
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Build a 4-role AI team in Cursor IDE. PM+DEV+OPS+QA collaborate autonomously. 87 person-days in 17 days. Now a real product: CodeFlow

Host: GitHub
URL: https://github.com/joinwell52-AI/joinwell52
Owner: joinwell52-AI
License: other
Created: 2026-03-29T15:37:28.000Z (3 months ago)
Default Branch: main
Last Pushed: 2026-04-14T02:12:31.000Z (3 months ago)
Last Synced: 2026-04-19T08:36:00.515Z (3 months ago)
Topics: ai-agent, ai-collaboration, ai-development, ai-team, automation, cursor, cursor-ide, developer-tools, multi-agent, productivity
Language: HTML
Homepage: https://joinwell52-ai.github.io/joinwell52/
Size: 688 KB
Stars: 2
Watchers: 0
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

awesome-ai-agents-2026 - Cursor AI Automated Team - role AI team (PM+DEV+OPS+QA) in Cursor IDE. File-based task routing, auto patrol bot. 87 person-days in 17 days. | Free / OSS | (🤖 Multi-Agent Platforms / Self-Hosted Agents and UIs)

README

> **🚀 This methodology is now a real product!** [**CodeFlow Product Page**](https://joinwell52-ai.github.io/codeflow-pwa/promotion/) · [GitHub](https://github.com/joinwell52-AI/codeflow-pwa) · [Try PWA](https://joinwell52-ai.github.io/codeflow-pwa/)
>
> **🚀 这套方法论已经做成了产品！** [**码流产品主页**](https://joinwell52-ai.github.io/codeflow-pwa/promotion/) · [GitHub](https://github.com/joinwell52-AI/codeflow-pwa) · [手机端 PWA](https://joinwell52-ai.github.io/codeflow-pwa/)

# How to Build an Automated AI Development Team in Cursor
# 如何在 Cursor 中搭建 AI 自动化开发团队

> Just tell the PM what you need, go grab a coffee, and come back to review the results.
>
> 你只需要跟 PM 说清楚要做什么，然后去喝杯咖啡，回来验收成果。

**[📖 English](cursorAI-automated-team-EN.md)** | **[📖 中文版](cursorAI-automated-team-CN.md)**

---

Build a 4-role AI team (PM + DEV + OPS + QA) in Cursor IDE. The AIs collaborate autonomously — developing, deploying, and testing on their own. You only talk to the PM.

在 Cursor IDE 中搭建 PM + DEV + OPS + QA 四角色 AI 团队，AI 之间自主协同——自动开发、自动部署、自动测试，人类只需和 PM 沟通任务。

**Battle-tested: 87 person-days of work in 17 days, 91 production deployments, zero incidents.**

**实战验证：17 天完成 87 人天工作量，线上发版 91 次，零事故。**

---

## What's Inside

| | Content |
|--|--------|
| **Ch.1** | Why split into roles — limits of single-agent AI |
| **Ch.2** | Step-by-step setup: directory structure → role definitions → patrol rules → 4 chat tabs |
| **Ch.3** | Core innovation: Filename as Protocol — zero databases, zero message queues, 7 fields in one filename |
| **Ch.4** | Task flow: 7-step closed loop from assignment → dev → deploy → test → archive |
| **Ch.5** | Work standards: each role's "rules of engagement" + mandatory documentation |
| **Ch.6** | Auto patrol bot: screen image recognition + event-driven, with full Python source (280 lines) |
| **Ch.7** | Real-world results: production data + 9 running screenshots |

---

## Core Innovation: Filename as Protocol

No database, no message queue, no API — **one filename carries all routing information**:

```
TASK-20260329-006-PM01-to-DEV01.md
│ │ │ │ │ │ │
│ │ │ │ │ │ └── Format: Markdown
│ │ │ │ │ └────── Recipient: DEV-01
│ │ │ │ └────────── Direction: PM → DEV
│ │ │ └──────────────── Sender: PM-01
│ │ └──────────────────── Sequence: 6th task of the day
│ └───────────────────────────── Date: 2026-03-29
└────────────────────────────────── Type: Task ticket
```

7 fields, 0 database tables, 0 lines of config code.

---

## How It Works

```
You: "Do a round of security hardening."
PM-01: "Got it. Breaking it down now."

— Go do something else —

PM-01 breaks down tasks → writes tickets to tasks/
DEV-01 auto picks up → codes, self-tests, submits report
PM-01 auto reviews → creates deploy task
OPS-01 auto deploys → health check, writes report
PM-01 auto assigns → creates test task
QA-01 auto tests → security + stress tests, writes report
PM-01 auto archives → all done

You come back: "Done?"
PM-01: "All complete. Here's the report."
```

---

## Screenshots

**PM-01 reviewing code changes item by item**

![PM-01 Review](images/pm-01-01.png)

**DEV-01 auto-creates Todo list and codes**

![DEV-01 Working](images/dev-01-00.png)

**Patrol bot auto-monitoring + event-driven notifications**

![Patrol](images/巡检1.png)

**tasks/ directory — filenames in action**

![Tasks](images/任务单.png)

---

## Repository Structure

```
├── cursorAI-automated-team-EN.md # Full tutorial — English (960+ lines)
├── cursorAI-automated-team-CN.md # Full tutorial — Chinese (1000+ lines)
├── auto_patrol.py # Patrol bot source code (280 lines)
├── README.md # This file
├── roles/ # 📋 Role definition files (ready to use)
│ ├── PM-01.md # PM 项目经理 + 架构师（中文）
│ ├── PM-01-EN.md # PM: Project Manager + Architect (English)
│ ├── PM-01-Work-Standards-CN.md # PM 工作规范（中文）
│ ├── PM-01-Work-Standards.md # PM Work Standards (English)
│ ├── DEV-01.md # DEV 全栈开发工程师（中文）
│ ├── DEV-01-EN.md # DEV: Full-stack Developer (English)
│ ├── OPS-01.md # OPS 运维部署工程师（中文）
│ ├── OPS-01-EN.md # OPS: Operations Engineer (English)
│ ├── QA-01.md # QA 质量测试工程师（中文）
│ └── QA-01-EN.md # QA: Quality Assurance Engineer (English)
└── images/ # Screenshots
```

---

## Use Cases

- Using Cursor for development and want more AI automation
- Managing multiple AI Agents that need to collaborate autonomously
- Need complete task tracking and audit trails
- Solo developers / small teams using AI to replace repetitive work

## Tech Stack

- **IDE**: Cursor (Agent mode)
- **Patrol bot**: Python 3.10 + pyautogui + pyperclip
- **Communication**: File system + Markdown (zero external dependencies)
- **AI models**: Claude / GPT (choose per role)

---

## Patrol Bot Source Code

Full UI automation patrol bot included: [`auto_patrol.py`](auto_patrol.py) — 280 lines, ready to run.

---

## Copyright & License

### Terms of Use

1. **Non-commercial use**: You may copy, distribute, and modify this content for non-commercial purposes (personal learning, teaching, public sharing), provided that:
- Original author attribution and source links are retained;
- Content is not distorted, tampered with, or used for illegal purposes.
2. **Commercial use**: **Strictly prohibited**, including but not limited to:
- Using content in paid courses, paid documents, commercial websites/accounts;
- Integrating content into commercial products, services, or marketing materials;
- Directly or indirectly obtaining commercial benefit from this content.
3. Violation of these terms without written authorization from the author may result in legal action.

---

**Author**: [joinwell52-AI](https://github.com/joinwell52-AI)

*From real production project experience. 2026-03-29*

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README