by pcliangx
Production-ready AI Agent Team template for Claude Code — 14 specialists, Agile+Scrum+TDD enforced via skill/hook/DoD 3-layer (not wiki), PRD→UAT 6 stage gates, 4-layer hook defense, multi-LLM (DeepSeek/Doubao/Qwen/MiniMax), WeChat Mini Program, trilingual README (中文/EN/日本語). Ship a feature overnight.
# Add to your Claude Code skills
git clone https://github.com/pcliangx/AppGenesisForgeGuides for using ai agents skills like AppGenesisForge.
Last scanned: 6/20/2026
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"status": "PASSED",
"scannedAt": "2026-06-20T07:50:16.463Z",
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}AppGenesisForge is an open-source ai agents skill for AI coding assistants such as Claude Code, Codex CLI, and ChatGPT, built by pcliangx. Production-ready AI Agent Team template for Claude Code — 14 specialists, Agile+Scrum+TDD enforced via skill/hook/DoD 3-layer (not wiki), PRD→UAT 6 stage gates, 4-layer hook defense, multi-LLM (DeepSeek/Doubao/Qwen/MiniMax), WeChat Mini Program, trilingual README (中文/EN/日本語). Ship a feature overnight. It has 239 GitHub stars.
Yes. AppGenesisForge passed SkillsLLM's automated security scan — a dependency vulnerability audit plus prompt-injection heuristics — with no high-severity issues. You can read the full report in the Security Report section on this page.
Clone the repository with "git clone https://github.com/pcliangx/AppGenesisForge" and add it to your Claude Code skills directory (see the Installation section above).
AppGenesisForge is primarily written in Python. It is open-source under pcliangx on GitHub, so you can review or fork the full source.
Yes. SkillsLLM lists many other AI Agents skills you can browse and compare side by side. Open the AI Agents category from the badge at the top of this page, or use the Related Skills and comparison links further down to weigh AppGenesisForge against similar tools.
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Code the Origin, Forge the App. 给 Claude Code 装上一支 19 人 AI 开发团队——Web / 小程序 / Apple 原生三轨,Agile + Scrum + TDD 跑完整条交付链,一个终端 tab 看完全程。
简体中文 · English
AppGenesisForge(AGF) 是基于 Claude Code Agent Teams 的 AI 团队脚手架:装进你的项目后,product-lead 带着 18 个 AI 同事按「PRD → 实现 → 审查 → 部署 → 测试 → 签字」的阶段门交付 feature——流程不靠 agent 自觉,靠 skill 强制 + hook 阻断 + DoD 清单 三层机制兜底。
前置:Claude Code ≥ v2.1.154 · git · macOS / Linux
git clone https://github.com/pcliangx/AppGenesisForge.git
cd AppGenesisForge
bash setup/agf-install.sh

交互式 TUI 一条龙:选版本 → 选目标目录(新项目 / 已有仓库都行,不存在自动 mkdir + git init)→ 选角色裁剪 → 确认安装 → 完成页一键进入 /agf-init,由 Claude 自动完成初始化(体检 / 合并 CLAUDE.md / 按你项目真实技术栈写 ADR-000 / 清理残留)。装完即可:
/agf-team-start <你的第一个 feature>
升级:在已装 AGF 的项目上重跑 bash setup/agf-install.sh 即进入升级模式(显示 旧版 → 新版,可选刷新 docs,旧文件自动备份)。安装器永不覆盖你已有的 CLAUDE.md / ADR-000 / settings.json。
# 在 AGF 仓库根(全新项目先 mkdir -p <dir> && git -C <dir> init)
bash setup/install-to-existing.sh ~/path/to/your-repo # 升级刷新 docs 加 --refresh-docs
cd ~/path/to/your-repo
bash setup/customize.sh --preset minimal --yes # 可选:去小程序角色(miniapp-only 反之)
bash setup/init-team.sh # Day-1 体检
装完先读
docs/FIRST_RUN.md——Day-1 复核清单 + 前置知识 + 常见踩坑。
| 能力 | 一句话 |
|---|---|
| 19 个 AI 同事 | PO+SM(product-lead)统一编排;开发 / 评审 / QA / 部署职责互锁——Reviewer 不改源码、QA 不签业务字、dev 自跑 Unit + SIT |
| 7 道阶段门 | PRD → 派单 → TDD 实现+SIT → Code Review(含 SIT Audit)→ UAT 部署 → E2E → UAT 签字;失败不跳级,一律回实现层重做(Apple 轨用「签名分发包发布门」替代 UAT 部署门) |
| TDD 强制 | red → green → refactor 写进 DoD,commit 历史可查(test 先于 impl);跳过会被 review 打回 |
| UAT 用例先行 | UAT 执行前先产用例文档(每条 AC ≥1 用例、6 字段),用户审核确认后才开测;P0 用例连续 2 次通过才放行 |
| 4 层安全 hook | 危险命令硬阻断(rm -rf / DROP TABLE…)· 10 厂商密钥扫描 · prompt-injection 告警 · commit 前 diff 再扫 |
| 并行可控 | 同类任务 ≥2 自动 fan-out 多实例(dev / reviewer / qa 池),agf-matrix.sh 一张表 fan-in;另有 /agf-understand、/agf-review-sweep 两个多 agent Workflow |
| 实时看板 | /agf-board --watch 生成自包含 HTML 看板——每个 task 一张卡片,完成自动标 ✓,阶段门 chips 同步点亮;零 server 零依赖,浏览器开着即可盯进度 |
| 前后端契约同步 | 后端 OpenAPI 为单一契约源,前端 orval 生成类型 / hooks / mock——"按钮点了没反应、字段对不上"在编译期就炸 |
| 国产生态 | DeepSeek / Doubao / Qwen / MiniMax 多 LLM 切换 skill · 微信小程序专属三角色(原生优先,Taro 兜底) |
| Apple 原生轨 | macOS / iOS 用 Swift 6 + SwiftUI;apple-* 四角色镜像小程序三件套 + 独立签名身份;swift-openapi-generator 契约同步 · fastlane + notarytool 四渠道发布 |
flowchart LR
U([👤 需求]) --> S1["PRD<br/>brainstorming 澄清"]
S1 --> S2["派单<br/>AC 摘录 + worktree 隔离"]
S2 --> S3["TDD 实现<br/>Unit + SIT 自跑"]
S3 --> S4["Code Review<br/>+ SIT 证据审计"]
S4 --> S5["UAT 部署<br/>隔离栈 + 冒烟"]
S5 --> S6["E2E<br/>真浏览器控件遍历"]
S6 --> S7["UAT<br/>用例文档经你审核"]
S7 --> D([🎁 签字交付])
S4 -.打回.-> S3
S6 -.打回.-> S3
S7 -.打回.-> S3
style U fill:#3b82f6,color:#fff
style S7 fill:#f97316,color:#fff
style D fill:#22c55e,color:#fff
团队跑起来后,一行命令开实时看板——task 卡片三列流转,teammate 每次更新 ≈3 秒上板:
/agf-board --watch # 然后 open progress/board.html

19 个同事(完整职责 / 模型 / 工具见 team-roles.md):
product-lead(PO+SM,唯一签字人)· 🔵 顾问:tech-lead(选型 / ADR / 架构风险才介入)frontend-dev backend-dev ai-agent-dev ml-engineer uiux-designer miniapp-dev · 🍎 apple-dev(Swift / SwiftUI,macOS+iOS)code-reviewer miniapp-code-reviewer apple-code-reviewer(review-only,verdict 必从 frontmatter 原子事实推导【code / SIT / QA】+ hook 守门,ADR-010)qa-engineer miniapp-qa-engineer apple-qa-engineer(E2E / UAT 执行,无证据不给 Pass)deploy-engineer(隔离 UAT 栈)· apple-release-engineer(签名公证 + 四渠道分发包)· 🟪 上线后:content-writer growth-analyst| 你想 | 看这里 |
|---|---|
| Day-1 上手 + 踩坑速查 | docs/FIRST_RUN.md |
| 端到端全景图(角色 × 阶段 × hook × skill) | docs/team-capability-map.md |
| 交付工作流 + 全部术语 | docs/product-workflow.md |
| 一个真实 feature 的全套产物(PRD → Retro) | docs/training/samples/postcard-feature/ |
| 团队规范(工作流 / 测试 / 安全 / 版本…) | .claude/standards/ |
| 架构决策记录(Pool / Workflow / 契约同步…) | docs/adr/ |
| 每个版本改了什么 | CHANGELOG.md |
MIT — 自由商用。结构灵感参考 The Agency。
19 个 AI 同事 · 7 道阶段门 · 机制兜底而非 agent 自觉
⭐ Star · 🐛 Issue · 📒 CHANGELOG · 🇬🇧 English