# p-harness

**Repository Path**: pankrati/p-harness

## Basic Information

- **Project Name**: p-harness
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: dev
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2026-06-26
- **Last Updated**: 2026-06-26

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# App Genesis Forge · Your AI Coworker Team

> **Code the Origin, Forge the App.**
> 14 AI coworkers · Agile + Scrum + TDD backbone · ship a feature overnight · watch it all in one browser tab.

[![Git Template](https://img.shields.io/badge/Git-Template-2ea44f?logo=Git)](https://Git.com/pcliangx/AppGenesisForge/generate)
[![Release](https://img.shields.io/Git/v/release/pcliangx/AppGenesisForge)](https://Git.com/pcliangx/AppGenesisForge/releases)
[![License: MIT](https://img.shields.io/badge/license-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
[![Claude Code](https://img.shields.io/badge/Claude%20Code-%E2%89%A5%20v2.1.154-orange?logo=anthropic)](https://claude.com/claude-code)
[![Methodology](https://img.shields.io/badge/methodology-Agile%20Scrum%20%2B%20TDD-9b59b6)](#-core-thinking-agile--scrum--tdd)
[![LLM](https://img.shields.io/badge/LLM-DeepSeek%20%7C%20Doubao%20%7C%20Qwen%20%7C%20MiniMax-ff6b6b)](.claude/skills/agf-wiring-multi-llm-sdk/)
[![WeChat](https://img.shields.io/badge/WeChat-MiniProgram-07c160?logo=wechat&logoColor=white)](.claude/standards/miniapp.md)
[![Hooks](https://img.shields.io/badge/hooks-4%20layers-2c3e50?logo=shieldsdotio&logoColor=white)](.claude/standards/security.md)
[![Stars](https://img.shields.io/Git/stars/pcliangx/AppGenesisForge?style=social)](https://Git.com/pcliangx/AppGenesisForge/stargazers)
[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen)](https://Git.com/pcliangx/AppGenesisForge/pulls)

[简体中文](README.md) · **English**

> 📖 **Reading path (Setup → Detail → Wrap)**:
> - **Setup (conclusion first)** ── [💡 Conclusion](#-what-it-is-conclusion-first) → [🧠 Philosophy](#-core-thinking-agile--scrum--tdd)
> - **Detail (3 pillars + onboarding)** ── [🏢 Organization](#-organization--who) → [🔄 Process](#-process--how) → [⚙️ Mechanism](#-mechanism--enforcement) → [⏱ Day 1](#-day-1) → [🛠️ Tools](#-self-service)
> - **Wrap (closing)** ── [🔍 Comparison](#-vs-others) → [✨ Summary](#-summary)

---

## 💡 What It Is (Conclusion First)

**AppGenesisForge** is an **AI team scaffold** on [Claude Code Agent Teams](https://code.claude.com/docs/en/agent-teams) — not a prompt collection, not a roster of agent personalities, but a **virtual AI team with Agile + Scrum + TDD backbone, defined workflow + standards, and acceptance gates**.

### Core conclusion (one sentence)

> **Agile + Scrum + TDD principles are wired into the skill / hook / DoD enforcement path — never relying on agent self-discipline.**

### 6 facts

- **🧠 Methodology backbone is non-negotiable** — Agile + Scrum + TDD ([see §Philosophy](#-core-thinking-agile--scrum--tdd))
- **🏢 Clear organization** — 14 AI coworkers with role contracts ([see §Organization](#-organization--who))
- **🔄 Closed-loop process** — PRD → UAT 6 stage gates, no skipping on failure ([see §Process](#-process--how))
- **🚀 Controllable parallelism** — Multi-instance Worker Pool ([ADR-001](docs/adr/001-multi-instance-worker-pool.md)): ≥2 same-type pending tasks → Dev / Reviewer / QA three-layer auto fan-out; PL fans-in with `agf-matrix.sh`
- **⚙️ Mechanism backstop** — skill enforcement / hook block / DoD checklist, three layers ([see §Mechanism](#-mechanism--enforcement))
- **🇨🇳 China-native ecosystem** — DeepSeek / Doubao / Qwen / MiniMax + WeChat Mini Program ([see §Tools](#-self-service))

### Boundary

✅ **Built for**: Vue + Spring Boot + MySQL · AI Agent / RAG / multimodal · WeChat Mini Programs (native + Taro fallback) · full PRD → UAT loop

❌ **Not built for**: native iOS / Android · desktop GUI · large-model training

> 📝 **Default backend is Python (Spring Boot + RuoYi-Vue-Plus + MyBatis-Plus)**, frontend Vue 3 + Vite, **extensible to Java / Go / Rust** and other backend stacks — OpenAI-compatible LLM wiring / Agile + Scrum + TDD principles / 4-layer hook defense / 14-coworker role contracts are all language-agnostic. To swap stacks, `tech-lead` rewrites [`ADR-000`](.claude/skills/agf-writing-adr/SKILL.md) + the Python examples in [`backend-dev`](.claude/agents/backend-dev.md) / [`testing.md`](.claude/standards/testing.md) / `agf-wiring-multi-llm-sdk`.

---

## 🧠 Core Thinking: Agile + Scrum + TDD

AI agents have two natural weaknesses: **lost context + over-confidence**. Scrum stage gates + Agile iterative feedback + TDD red-green-refactor are the mature disciplines against both, and this project **lands them across three layers — Organization + Process + Mechanism**. This section covers WHAT/WHY; the next three cover HOW.

Full decision log: [`product-workflow.md §4.4`](./docs/product-workflow.md#44-agile--scrum-心法采用清单--词汇替代) + [`team-capability-map.md §1.6`](./docs/team-capability-map.md#16-scrum-词汇--本项目载体feature-流变体).

Three-layer landing at a glance: **TDD / AC / DoD / DoR / User Story** (⚙️ Mechanism) · **PO+SM = product-lead, 14 cross-functional roles** (🏢 Organization) · **Sprint = feature stream / async standup = progress + SendMessage / Retro = `/agf-release-retro`** (🔄 Process). Full principles checklist + Scrum vocabulary substitution map: see the §4.4 / §1.6 links above.

---

## 🏢 Organization / WHO

> Scrum 3-role mapping + 14 AI coworkers. **Self-managed, cross-functional** — devs self-run Unit + SIT, Reviewers don't touch source, QA doesn't sign business off.

### Scrum 3-role mapping

| Scrum role | Project carrier | Notes |
|---|---|---|
| **Product Owner** | [`product-lead`](.claude/agents/product-lead.md) | PRD / priority P0/P1 / UAT business signoff |
| **Scrum Master** | `product-lead` (PO+SM merged) | Workflow orchestration / skill enforcement / retro chairing. Agent has no human conflict of interest; merging is reasonable. |
| **Development Team** | 12 execution / review / QA / post-launch roles (see below) | Self-managed; devs self-run Unit + SIT; ≥2 same-type pending tasks auto fan-out into a Pool ([ADR-001](docs/adr/001-multi-instance-worker-pool.md)) |
| **Technical Advisor** (not a Scrum role) | [`tech-lead`](.claude/agents/tech-lead.md) | Only intervenes for missing baseline / new tech selection / architecture risk escalation |

### The 14 AI coworkers

| # | Coworker | Personality + responsibility |
|---|---|---|
| 🟠 001 | [`product-lead`](.claude/agents/product-lead.md) | **PO + SM** — never codes, only signs. PRD / task assignment / UAT signoff / retro chair |
| 🔵 002 | [`tech-lead`](.claude/agents/tech-lead.md) | Battle-scarred veteran — no alternatives = no decision. Only enters for missing baseline / new tech selection / architecture risk |
| 🟢 003 | [`frontend-dev`](.claude/agents/frontend-dev.md) | Components are contracts — Vue+Vite + Unit + SIT self-run |
| 🟢 004 | [`backend-dev`](.claude/agents/backend-dev.md) | Schema migration PTSD — Spring Boot / MyBatis-Plus + Unit + SIT self-run |
| 🟢 005 | [`ai-agent-dev`](.claude/agents/ai-agent-dev.md) | Prompts are code — LLM / RAG / Agent + Unit + SIT self-run |
| 🟢 006 | [`ml-engineer`](.claude/agents/ml-engineer.md) | Quality-latency-cost triangle — multimodal inference + Unit + SIT self-run |
| 🟢 007 | [`uiux-designer`](.claude/agents/uiux-designer.md) | spec.md + index.html dual delivery + AC coverage table |
| 🟢 008 | [`miniapp-dev`](.claude/agents/miniapp-dev.md) | Native-first, Taro fallback — setData 256KB is the hard wall |
| 🟡 009 | [`code-reviewer`](.claude/agents/code-reviewer.md) | Writes only to docs/reviews/ — code review + SIT Audit (4 checks + 3-tier verdict) |
| 🟡 010 | [`miniapp-code-reviewer`](.claude/agents/miniapp-code-reviewer.md) | Zero tolerance for review red lines — wx.* + bundle size + privacy + SIT Audit |
| 🔴 011 | [`qa-engineer`](.claude/agents/qa-engineer.md) | Default verdict ❌ — no curl/screenshot/DB diff = no Pass. E2E + UAT |
| 🔴 012 | [`miniapp-qa-engineer`](.claude/agents/miniapp-qa-engineer.md) | E2E without real-device QR scan = no signoff |
| 🟪 013 | [`content-writer`](.claude/agents/content-writer.md) | Numbers over adjectives, hook in first sentence — release notes / blog |
| 🟪 014 | [`growth-analyst`](.claude/agents/growth-analyst.md) | Metrics before instinct — North Star / OMTM / A/B experiments |

Capability baseline (model / tools / preloaded skills): [`team-roles.md`](.claude/standards/team-roles.md); end-to-end message flow: [`team-capability-map.md §2`](./docs/team-capability-map.md).

---

## 🔄 Process / HOW

> Full chain for a feature from requirement to delivery. **6 stage gates progress in order; no skipping on failure.**

### End-to-end overview

```mermaid
flowchart LR
    U([👤 User]) --> S1["S1 Discovery<br/>brainstorming → PRD"]
    S1 --> S2["S2 Dispatch<br/>6-section schema + AC quote"]
    S2 --> POOL{"≥2 same-type<br/>pending tasks?"}
    POOL -->|yes| FANOUT["⚙️ Pool fan-out<br/>spawn type-1 / type-2 / ...<br/>ADR-001"]
    POOL -->|no| S3
    FANOUT --> S3["S3 TDD Implementation<br/>red→green→refactor<br/>+ Unit + SIT self-run"]
    S3 --> FANIN["agf-matrix.sh<br/>PL fan-in aggregation<br/>(pool mode only)"]
    FANIN --> S4["S4 Code Review<br/>+ SIT Audit<br/>3-tier verdict"]
    S4 --> S5["S5 E2E<br/>chrome-devtools-mcp<br/>3-tier verdict"]
    S5 --> S6["S6 UAT<br/>P0 case pass^2<br/>PL business signoff"]
    S6 --> D([🎁 Delivery])
    S6 -.->|optional| POST["Post-Launch<br/>content + growth"]

    S4 -.block / Redo SIT.-> S3
    S5 -.Block.-> S3
    S6 -.request changes.-> S3

    style U fill:#3b82f6,color:#fff
    style S6 fill:#f97316,color:#fff
    style D fill:#22c55e,color:#fff
    style FANOUT fill:#7c3aed,color:#fff
    style FANIN fill:#7c3aed,color:#fff
```

Full diagram (with subgraphs + mini-program variant + post-launch chain + stage × Hook + stage × Skill + full Pool quick-reference): [`team-capability-map.md §1.1-§1.7`](./docs/team-capability-map.md).

### One feature = one Sprint

| Sprint stage | Who + what | Artifact |
|---|---|---|
| **Planning** | #001 `brainstorming` clarifies → PRD → `writing-plans` plan | `docs/prd/<feature>-<date>.md` (10 sections / AC P0/P1) |
| **Design** | #007 spec.md + standalone HTML prototype + **AC coverage table** | `docs/design/<feature>/{spec.md,index.html}` |
| **TDD Implementation** | #003 + #004 parallel (separate worktrees) → red → green → refactor; **≥2 same-type pending tasks → auto fan-out into a Pool (instances named `<type>-N`)** | code + `tests/sit/` |
| **Async Standup** | After each Task → append `progress/<role>{-N}.md` (5 sections: state / Skills / SIT evidence [with AC `[x]/[ ]` inline] / quality gate / next step); in Pool mode PL fans-in with `agf-matrix.sh --type=progress` | `progress/*.md` |
| **Code Review + SIT Audit** | #009 dual verdict (code `approve` / `approve with changes` / `block` + SIT Audit `Pass` / `Pass with concerns` / `Redo SIT`); Pool mode `-r<N>` | `docs/reviews/<feature>(-r<N>)-<date>.md` |
| **Sprint Review (E2E + UAT)** | #011 runs E2E (verdict `Promote` / `Conditional promote` / `Block`) → UAT (**P0 case pass^2 / passes 2 times in a row** before business signoff `approve` / `request changes`); Pool mode `-e2e-q<N>` / `-uat-q<N>` | `docs/qa/<feature>-{e2e,uat}(-q<N>)-<date>.md` |
| **Signoff + archive** | #001 business signoff → `archive-progress.sh` archives progress | `docs/qa/<feature>-process-log.md` |
| **Retrospective** (MAJOR/MINOR) | #001 `/agf-release-retro vX.Y.Z` (7 steps + §5 Owner+Due mandatory) | `docs/reviews/retro-vX.Y.Z-<date>.md` |

### PRD → Task decomposition rules

See [`product-workflow.md §3.3`](./docs/product-workflow.md#33-拆分规则硬性条款):

- 1 User Story = 1~N Tasks, **split by role boundary** (FE/BE/AI/ML), not by AC; each Task has ≥1 AC, quoted verbatim in SendMessage
- Task granularity = closed-loop within one session (implement + Unit + AC self-check)
- AC is a leaf, not splittable — if too large, split its "observable outcome"

### Failure loop (any stage fail → no skipping, return to S3)

> **4 verdict vocabularies** (code review / SIT Audit / QA report-level / UAT business signoff; team convention, no improvisation) — see [`workflow.md §Verdict 词表`](.claude/standards/workflow.md).

| Stage gate | Failure verdict | Failure action | Returns to |
|---|---|---|---|
| **Code Review** | `block` | PL re-dispatches execution layer to fix | S3 |
| **SIT Audit** | `Redo SIT` | PL combines re-dispatch (with code fix) | S3 (does not progress to E2E) |
| **E2E** | `Block` / `Conditional promote` | qa reports → PL re-dispatches | S3 (does not progress to UAT) |
| **UAT business signoff** | `request changes` | PL re-dispatches | S3 |
| **P0 case pass^2** | fails to pass twice in a row | qa withholds signoff, returns to S3 ([`agf-writing-qa-report`](.claude/skills/agf-writing-qa-report/) enforced) | S3 |
| **Pool single-instance fail** | a single `-N` instance is blocked | PL respawns that instance (other instances keep running) | local rollback of that `-N` |
| **Pool ≥50% fail** | widespread failure | PL aborts the whole batch + PRD review | S1 |

**code-reviewer / qa-engineer never touch source directly.**

---

## ⚙️ Mechanism / ENFORCEMENT

> Agile + Scrum + TDD principles are **wired into skill / hook / DoD three-layer enforcement** — never relying on agent self-discipline.

### TDD enforcement chain

```mermaid
flowchart LR
    PL([🟠 PL dispatches<br/>new feature / bugfix]) --> HOOK["validate-task-schema<br/>6 sections complete"]
    HOOK --> SKILL["invoke skill<br/>test-driven-development"]
    SKILL --> RED["🔴 red<br/>write failing test<br/>commit: test:"]
    RED --> GREEN["🟢 green<br/>minimal impl turns test green<br/>commit: feat: / fix:"]
    GREEN --> REFACTOR["🔵 refactor<br/>tidy code, keep green<br/>commit: refactor:"]
    REFACTOR --> PR["PR commit history<br/>first test before first impl"]
    PR --> CR["code-reviewer<br/>order check"]
    CR --> PASS([✅ Proceed to<br/>code review + SIT Audit])

    REFACTOR -.iterate.-> RED
    CR -.violation = block.-> RED

    style PL fill:#f97316,color:#fff
    style PASS fill:#22c55e,color:#fff
```

**Skip condition**: pure refactor / docs / config tasks can skip TDD order ([`ac-lifecycle.md` DoD line 81–85](.claude/standards/ac-lifecycle.md)).

### 4-layer Hook defense (red lines + reminders)

| Layer | Trigger | Action |
|---|---|---|
| 🚫 | Dangerous commands: `rm -rf` / `DROP TABLE` / `git push --force` / `git reset --hard` | Hard block |
| 🚫 | Secret leaks: 10 vendor tokens + PEM/SSH/PuTTY/BIP39 mnemonics | Hard block |
| 🚫 | Prompt-injection in external content | Soft warning |
| 🚫 | commit-time staged-diff secret scan | Hard block (Edit/Write bypass backstop) |
| 💡 | Teammate wants idle but task list has pending | Reminder to stay and finish |
| 💡 | Execution layer exits without writing `progress/<role>.md` | Block (**Daily Standup backstop**) |
| 💡 | `TaskCreate` 6-section schema incomplete | Block (**AC quote enforcement**) |
| 💡 | Pre-work skill check | Reminder (if not invoked) |

### Stage × Hook × Skill triggers (merged view)

| Stage | Hook (🛑 hard block / ⚠️ soft warning) | Skill (mandatory / recommended) |
|---|---|---|
| **prompt submit** | 🛑 `scan-secrets` (10 vendor secrets + PEM/SSH/PuTTY/BIP39) | — |
| **S1 discovery + PRD** | — | `brainstorming` (mandatory if vague/multi-option)<br/>`agf-writing-prd` |
| **S2 dispatch** | 🛑 `validate-task-schema` (6 sections + AC quote) | `writing-plans` (≥3 AC / cross-role)<br/>`using-git-worktrees` (≥2 dev parallel mandatory)<br/>**Pool fan-out** (≥2 same-type pending tasks / [ADR-001](docs/adr/001-multi-instance-worker-pool.md)) |
| **S3 implementation tool use** | 🛑 `block-dangerous-bash`<br/>　Bash: `rm -rf` / `DROP TABLE` / `push --force` / `reset --hard`<br/>⚠️ `sanitize-tool-output`<br/>　WebFetch/WebSearch/Read/Bash/mcp__* output prompt-injection warning | `test-driven-development` mandatory (new feature/bugfix)<br/>`agf-running-sit-tests` (after Unit)<br/>`systematic-debugging` (on bug)<br/>`verification-before-completion` (before report) |
| **S3 exit/idle** | 🛑 `check-progress-file` (no progress entry → block)<br/>🛑 `teammate-keepalive` (idle while pending → block) | — |
| **git commit** | 🛑 `scan-commit` (staged diff same secret regex) | — |
| **S4 review** | — | `requesting-code-review` (before trigger)<br/>`receiving-code-review` (when bounced back) |
| **S5/S6 testing** | — | `agf-writing-qa-report` (E2E/UAT report) |
| **post-release**<br/>(MAJOR/MINOR) | — | `agf-running-release-retro` (PATCH auto-aborts) |

### Release discipline + No Equivalent Bypass

**Release discipline**: MAJOR/MINOR must be tagged in the same session + tag annotation lists tagged-along commits + **must** run `/agf-release-retro`. See [`versioning.md`](.claude/standards/versioning.md).

**Hard block hit** → **No Equivalent Bypass** (must not find equivalent workaround; must SendMessage PL and wait for authorization). See [`security.md`](.claude/standards/security.md).

### 📖 Glossary

**Collaboration actions** (frequent at runtime): dispatch · fan-out/fan-in · pass^2 · escalate · halt/STOP ⛔ · verify-before-assert · push back · ghost mailbox · spec drift · sweep · mock-first — definitions in [`product-workflow.md §4.5`](./docs/product-workflow.md#45-协作动作collaboration-actions).

**Status indicators** (no improvisation): ✅ done · ⚠️ warning · ❌ failed · 🔄 in progress · ⏸ paused · 💤 idle · ⛔ STOP — see [`product-workflow.md §4.7`](./docs/product-workflow.md#47-状态指示符).

---

## ⏱ Day 1

**Prerequisite**: Claude Code ≥ v2.1.154 + Agent Teams enabled (`init-team.sh` validates).

```bash
# Scaffold a new project
gh repo create my-app --template pcliangx/AppGenesisForge --private
cd my-app && bash init-team.sh

# Embed into existing repo (one-shot migration; never overwrites your CLAUDE.md / ADR-000 / settings.json)
bash install-to-existing.sh ~/path/to/your-existing-repo

# Try it
/agf-team-start <your first feature>
```

Full Day-1 checklist + prerequisites + pitfalls: [`docs/FIRST_RUN.md`](./docs/FIRST_RUN.md). ⚠️ Don't copy this repo's `CLAUDE.md` — the scaffold ships `CLAUDE.example.md`.

---

## 🛠️ Self-Service

### Slash Commands (5, Scrum ceremony entries)

| Command | Scrum ceremony |
|---|---|
| [`/agf-team-start`](.claude/commands/agf-team-start.md) | Sprint kickoff |
| [`/agf-uat`](.claude/commands/agf-uat.md) | Sprint Review (business signoff) |
| [`/agf-team-stop`](.claude/commands/agf-team-stop.md) | Sprint wrap-up (close execution-layer teammates after UAT) |
| [`/agf-release-retro`](.claude/commands/agf-release-retro.md) | Sprint Retrospective (PATCH auto-aborts) |
| [`/agf-tasks`](.claude/commands/agf-tasks.md) | Sprint Backlog view |

### Skills (9 project-level + 2 third-party docx/pptx + superpowers suite)

| Skill | Who / when |
|---|---|
| [`agf-writing-prd`](.claude/skills/agf-writing-prd/) | #001 writing PRD (10 sections + 5 AC rules + completion checklist) |
| [`agf-writing-adr`](.claude/skills/agf-writing-adr/) | #002 recording architecture decisions (alternatives mandatory + version verification) |
| [`agf-wiring-multi-llm-sdk`](.claude/skills/agf-wiring-multi-llm-sdk/) | #005 integrating DeepSeek/Doubao/Qwen/MiniMax |
| [`agf-running-sit-tests`](.claude/skills/agf-running-sit-tests/) | Execution-layer devs self-running SIT |
| [`agf-writing-qa-report`](.claude/skills/agf-writing-qa-report/) | #011 writing E2E/UAT reports |
| [`agf-running-release-retro`](.claude/skills/agf-running-release-retro/) | #001 running MAJOR/MINOR retros |
| [`agf-writing-docx-reports`](.claude/skills/agf-writing-docx-reports/) | Programmatic Chinese .docx reports (resolutions / reviews / RFPs) |
| [`agf-writing-pptx-reports`](.claude/skills/agf-writing-pptx-reports/) | Programmatic Chinese .pptx decks (policy / public-sector / training) |
| [`agf-writing-Git-issue`](.claude/skills/agf-writing-Git-issue/) | File issues in the repo (QA auto-path + locked labels) |

**Superpowers suite** (everyone can invoke): `brainstorming` / `writing-plans` / `test-driven-development` / `systematic-debugging` / `verification-before-completion` / `requesting-code-review` / `receiving-code-review` / `using-git-worktrees` — enforcement points see [`superpowers.md`](.claude/standards/superpowers.md).

### Scripts (4 PL/maintainer tools)

| Script | Who / when |
|---|---|
| [`agf-tasks.sh`](.claude/scripts/agf-tasks.sh) | PL views the task-list table (invoked internally by slash `/agf-tasks`) |
| [`agf-matrix.sh`](.claude/scripts/agf-matrix.sh) | PL Pool fan-in aggregation: `--type=progress\|review\|qa` three modes, merging N `<role>-N.md` / `-r<N>` / `-q<N>` reports into one table |
| [`archive-progress.sh`](.claude/scripts/archive-progress.sh) | PL archives `progress/<role>{-N}.md` → `docs/qa/<feature>-process-log.md` after UAT signoff (supports pool multi-instance merge) |
| [`lint-all.sh`](.claude/scripts/lint-all.sh) | Repo-wide bash/JSON/YAML lint entry; chained by the pre-commit hook |

---

## 🔍 vs Others

|  | **AppGenesisForge** | Generic prompt lib | Role-persona lib | Single-agent toolchain |
|---|---|---|---|---|
| **Methodology backbone** | ✅ Agile + Scrum + TDD (Organization / Process / Mechanism three layers) | ❌ | ❌ | ❌ |
| **Organization** | ✅ 14 coworkers + Scrum role mapping | ❌ | ⚠️ role list only | ❌ |
| **Process** | ✅ PL + 6 stage gates | ❌ | ⚠️ examples only | ❌ |
| **Mechanism (TDD enforcement)** | ✅ commit order + skill + DoD | ❌ | ❌ | ❌ |
| **Mechanism (Hook defense)** | ✅ 4 layers | ❌ | ❌ | ❌ |
| **Retrospective** | ✅ 7 steps + Owner+Due mandatory | ❌ | ❌ | ❌ || **Downstream migration** | ✅ install-to-existing | ✅ copy-paste | ⚠️ fork | ⚠️ |
| **China LLMs** | ✅ DeepSeek/Doubao/Qwen/MiniMax | ❌ | ❌ | depends |

---

## ✨ Summary

- **What it is**: 14 AI coworkers + Agile + Scrum + TDD workflow + 4-layer hook defense
- **What's unique**: Agile + Scrum + TDD principles **wired into Organization + Process + Mechanism three-layer landing**, never relying on agent self-discipline
- **How to use**: `/agf-team-start <feature>` → 14 coworkers run the Sprint flow → watch in one tab
- **Your benefit**: ship a feature overnight; artifacts are traceable; stage-gate skipping = failure of duty

> **Core trade-off**: *Wire Agile + Scrum + TDD into the enforcement path, not a wiki* — the system's most important design choice. Rules forged from real iteration: early on PL raced to write code, Reviewer out-aggressed Dev, QA delivered no evidence — every hook, standard, and skill comes from a real stumble.

### 🚀 Next Steps

| You want to | How |
|---|---|
| **Try a fresh project** | `gh repo create --template pcliangx/AppGenesisForge` → [⏱ Day 1](#-day-1) |
| **Embed into existing repo** | `bash install-to-existing.sh ~/your-repo` (never overwrites your `CLAUDE.md`/`ADR-000`/`settings.json`) |
| **See a real feature with full artifacts** | `ls docs/training/samples/postcard-feature/` — PRD → ADR → Dispatch → Progress → Review → UAT → Retro → Release notes (illustrative training paths) |
| **Give feedback / open PR** | [🐛 Issue](https://Git.com/pcliangx/AppGenesisForge/issues) · [🍴 PR](https://Git.com/pcliangx/AppGenesisForge/pulls) |
| **See what changed each release** | [📒 CHANGELOG](CHANGELOG.md) |

### 📂 What's Included

```text
.claude/                agents · standards · skills · hooks · commands · scripts · rules
docs/                   product-workflow / team-capability-map / PRD·QA·ADR·Review·Retro templates
docs/training/samples/ · evals/      end-to-end worked example (postcard-feature) + per-role baseline JSONL
progress/               execution-layer Self-Reporting drafts (Async Daily Standup)init-team.sh            Day-1 health check (10 checks + auto pre-commit install)
install-to-existing.sh  one-shot migration into existing repo
CLAUDE.example.md       project-level CLAUDE.md template (don't confuse with this repo's CLAUDE.md)
```

### 🗺️ Roadmap

**Done**: see [CHANGELOG](CHANGELOG.md) for per-version details.

**Up next**:

- [ ] More skills: test cases / commit messages / release notes
- [ ] More eval baselines: remaining role JSONL coverage
- [ ] CI/CD: wire `init-team.sh` into Git Actions
- [ ] feature cycle time trend visualization (enabled after ≥3 retros)

---

## 📜 License & Acknowledgments

MIT — free for commercial use. Structural inspiration from [The Agency](https://Git.com/msitarzewski/agency-agents).

---

<div align="center">

**14 AI coworkers · Agile + Scrum + TDD (Organization / Process / Mechanism three-layer landing) · ship a feature overnight**

[⭐ Star](https://Git.com/pcliangx/AppGenesisForge) · [🍴 Fork](https://Git.com/pcliangx/AppGenesisForge/fork) · [🐛 Issue](https://Git.com/pcliangx/AppGenesisForge/issues) · [📒 CHANGELOG](CHANGELOG.md) · [🇨🇳 简体中文](README.md)

</div>