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Not yet. It is indexed on Flowy as a plain plugin. Request auto-invocation on its page and Flowy will route its skills for you as you prompt.

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Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.

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Plugin

appgenesisforge

Code the Origin, Forge the App. 给 Claude Code 装一支有流程治理的 AI 开发团队——不是更聪明的单 agent，更像一条精益产线：19 角色分工协作、层层把关，缺陷流不进下一道工序。 ↑ 一句话提需求 → AI 团队并行交付 → 看板实时点亮，全程一个终端 tab。单个 AI agent 一把梭，长流程会失控——没人审、没人测，说「完成了」其实没跑通。AGF 不赌「更强的模型」，而是把 AI 当一支需要流程约束的团队来管——质量不靠更聪明的工人，靠更好的产线。

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pcliangx@pcliangx

GitHub

Plugin Signal79/100Solid

maintained89

capable82

documented75

adopted56

Install

$ npx -y skills add pcliangx/AppGenesisForge --agent claude-code

Run the curl in your terminal, the rest in Claude Code.

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Python JavaScript React Tailwind shadcn/ui

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HTML Bash Swift Git GitHub Anthropic iOS

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Python

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MIT

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21d ago

Last commit

3mo ago

Created

Repo: pcliangx/AppGenesisForge

In this plugin

19 agents 19 skills 10 commands 3 MCP

See everything inside

What's inside

Skills

/agf-code-mapDeeply Understand (codemap) — 持久化代码图谱 + 变更影响分析 + 理解地图。接手遗留项目 Day-1 / PR 影响分析 / 解释陌生代码 / PRD·ADR 前现状理解时用。编排 tools/codemap/ 的 codemap CLI /agf-deploying-uatUse when deploy-engineer is about to deploy the merged-to-main code to the isolated local UAT stack (after code review + SIT Audit pass and merge, before qa-engineer runs E2E/UAT). Provides the applicability gate, pre-flight checks, isolated compose bring-up (independent project /agf-design-disciplineUse when uiux-designer is about to produce a design spec (spec.md) or static HTML prototype, or frontend-dev is about to build UI from a design. Provides the anti-AI-slop design discipline layer — Brief Inference (Design Read), three aesthetic dials tuned for product UI, AI /agf-releasing-appleUse when apple-release-engineer is about to build the signed distributable (TestFlight build / notarized DMG / internal package) from merged-to-main code (after apple code review + SIT Audit pass and merge, before apple-qa-engineer runs E2E/UAT). Provides the applicability gate,/agf-running-apple-sitUse when apple-dev has finished feature code + Unit tests (Swift Testing) and is about to enter code-review. Provides the Apple SIT scope (xcodebuild test + simulator per declared target), the AC-driven integration walk, APIProtocol-mock discipline, and evidence sink /agf-running-release-retroUse when product-lead is about to run a release retrospective after a successful MAJOR or MINOR release push (PATCH skipped). Provides applicability gate, pre-conditions, 7-step execution sequence, anti-patterns, and the verification gate before commit. Pairs with template

Show all 19 skills

/agf-running-sit-testsUse when an execution-layer dev (frontend-dev / backend-dev / ai-agent-dev / ml-engineer / miniapp-dev) has finished feature code + Unit tests and is about to enter code-review. Provides the SIT scope, environment, AC-driven integration walk, and evidence sink /agf-skill-stocktakeUse when PL / tech-lead audits the content quality of AGF's own skills (`.claude/skills/agf-*/SKILL.md`). Provides the 5-dimension checklist (Actionability / Scope fit / Uniqueness vs CLAUDE.md+standards / Currency of pointers / Gate-binding validity), 5-verdict rubric /agf-wiring-apple-llmUse when wiring LLM features into the Apple client (macOS / iOS) — streaming chat via the FastAPI multi-LLM gateway, or on-device inference (Apple Foundation Models / Core ML). Provides the route decision (gateway vs on-device), streaming transport pattern, env/config contract,/agf-wiring-multi-llm-sdkUse when wiring up or switching between China-domestic LLM providers (DeepSeek, Doubao/Volc Ark, Qwen/DashScope, MiniMax). Provides OpenAI-compatible adapter pattern, env-var contracts, fallback strategy, cost guardrails, and minimum verifications before declaring integration /agf-writing-adrUse when tech-lead is about to record an architecture decision (new tech stack member, deviation from baseline, deployment / observability / auth scheme choice). Provides ADR structure, version-audit appendix format, and "what NOT to ADR" guidance. Replaces ad-hoc copy from /agf-writing-changeUse when product-lead is about to formalize a feature into a change folder (the OpenSpec-style intake that replaces PRD as of v6.9.0). Provides the four-artifact structure (proposal / delta specs / design / tasks), the Requirement+Scenario delta format /agf-writing-docx-reports用 docx-js 写"阅读友好的中文 docx 报告"（决议书 / 评审报告 / 调研 / 分析 / 投标书等高密度报告型文档）。当用户要求把 markdown 内容转 docx 且抱怨"格式混乱 / 不专业 / 看不下去"时启用——pandoc 默认转换难以满足。提供：路径决策 / 设计 token / 可复用 helper 全套 / 11 个 pitfall / 生成-预览闭环。/agf-writing-github-issueUse whenever a user, product-lead, or qa-engineer wants to create a GitHub issue in the project repo — including phrases like "提一个 issue / 写一个 issue / 报 bug / 把这个开成 issue / gh issue / 上 GitHub / track 一下 / 立个 ticket". Provides the required-field skeleton, locked label set (type /agf-writing-pptx-reports用 python-pptx 写"现代化中文制度 / 党政 / 企业宣贯 PPT"（含决议书提报、评审报告、管理办法、培训宣贯等 23 页量级 deck）。当用户要求程序化生成 PPT 且抱怨"老土 / 字体丑 / 表格乱 / 文字溢出 / 中文字体 fallback / 缺架构图"时启用——`python-pptx` 默认 API 一堆坑必须主动避开。提供：路径决策 / 设计 token / 12 个 helper 全套 / 7 个致丑反模式 / 12 个关键技巧 / LibreOffice 渲染验证闭环 / 跨平台中文字体生效 lxml 写法 //agf-writing-prd[DEPRECATED since v6.9.0 → removed in v7.0.0; use agf-writing-change instead] Legacy PRD intake. Use when product-lead is about to draft a PRD for a new feature. Provides the 10-section PRD structure, AC quality bar, must-have fields, and the verification gate before sign-off./agf-writing-qa-reportUse when qa-engineer (or miniapp-qa-engineer) is about to publish an E2E or UAT report. Provides the report skeleton, evidence-quality bar, verdict criteria, and hand-off rules. SIT is now dev-owned and lives in progress/<role>.md (see agf-running-sit-tests skill) — this skill /docxUse this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page /pptxUse this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in an

Agents

ai-agent-devLLM 集成、Prompt 工程和 AI Agent 开发。例如：实现 RAG 管道、设计 system prompt、集成工具调用、添加 guardrails。**主动调用 when** 任务涉及 LLM API、prompt 设计、guardrail 或多 LLM 切换。（关键词：DeepSeek、Doubao、Qwen、MiniMax、RAG、prompt 注入、tool calling、function calling）apple-code-reviewermacOS / iOS Swift 代码审查、并发与内存专项、签名配置与上架合规评估。例如：审查 Swift 6 并发边界、识别 retain cycle、核对 HIG 与隐私清单、audit SIT 证据。**主动调用 when** apple/ 代码完成自验需 review，或提审前需合规检查。（关键词：Sendable、MainActor、retain cycle、weak self、entitlements、PrivacyInfo、HIG、@available、pbxproj）apple-devmacOS / iOS 原生开发，Swift / SwiftUI（必要时 AppKit/UIKit 局部下沉），平台 target 由 task 声明。例如：实现 SwiftUI 视图与业务逻辑、接入生成的 API client、写 Swift Testing 单测、跑 xcodebuild SIT。**主动调用 when** 任务涉及 macOS/iOS 原生页面、SwiftUI 组件、Swift 并发或 Xcode apple-qa-engineermacOS / iOS 测试执行（模拟器 + 真机 + 签名分发包），E2E/UAT 验证与提审前置检查。例如：对 TestFlight build 跑 XCUITest E2E、对公证 DMG 组织 UAT、检查隐私清单合规。**主动调用 when** apple feature 发布构建通过后需 E2E/UAT 验证或提审前合规检查。（关键词：XCUITest、模拟器、TestFlight、DMG、xcresult、隐私清单、提审检查、真机）apple-release-engineerApple 发布工程师 —— 签名 / Provisioning（fastlane match）、公证、打包、TestFlight / App Store 上传、冒烟自检。例如：merge 后构建签名分发包、跑 notarytool 公证、上传 TestFlight、产出发布报告交接 QA。**主动调用 when** apple feature code review（含 SIT Audit）通过 + 合并到 main 后需构建分发包供 E2E/UAT。（关键词：fastlane、match、notarytool、TestFlight、App backend-dev后端 API 开发、数据库和服务器逻辑。例如：实现 REST API、编写数据库迁移、构建认证中间件、搭建服务端框架。**主动调用 when** 任务涉及 REST API、SQL 迁移、JWT/OAuth 认证或后端服务搭建。（关键词：FastAPI、SQLAlchemy、Alembic、JWT、bcrypt、限流、Pydantic、PostgreSQL）

Show all 19 agents

Commands

/agf-apple-release触发 product-lead 派 apple-release-engineer 把合并后的 main 代码构建成签名分发包（TestFlight / 公证 DMG / 内部包）并冒烟自检；通过后交接 apple-qa-engineer 跑 E2E/UAT /agf-board生成/实时刷新 AGF 开发看板（task 卡片三列 kanban + 成员栏 + 工序 chips 的自包含 HTML，浏览器 open 即用）。数据全来自现成落盘态（~/.claude/tasks + ~/.claude/teams config + docs 报告 frontmatter），零新状态。/agf-code-mapDeeply Understand (codemap) 入口 — 代码图谱 / 变更影响分析 / 理解地图（ADR-021，替换 agf-understand）。在 tools/codemap/ 跑 codemap CLI /agf-deploy-uat触发 product-lead 派 deploy-engineer 把合并后的 main 代码部署到隔离 UAT 栈并冒烟自检；冒烟通过后交接 qa-engineer 跑 E2E/UAT /agf-handoff把某个变更（change）的执行层（写代码 + 自测）手动交接给 Codex / opencode 等外部工具：建隔离 worktree + 生成 stamped AGENTS.md + 出门/回门简报。治理（规格/审查/部署/签字）仍全留 Claude Code。/agf-init安装 AGF 后由 Claude Code 接管项目初始化（替代手敲 setup/init-team.sh + 手工合并 CLAUDE.md / 重写 ADR-000 / 建 gh label / preset 裁剪）。在刚用 setup/install-to-existing.sh 装好 AGF 的目标项目里运行。

Show all 10 commands

/agf-release-retro触发 product-lead 在 MAJOR / MINOR release 推完后做复盘；PATCH 自动 abort。沿用 skill agf-running-release-retro。/agf-team-start启动 Agent Team 完成多角色产品/功能交付 /agf-team-stopUAT 签字后关闭执行层 teammate（dev / reviewer / qa）；PL 与单实例长期角色保留以接续后续需求 /agf-uat触发 product-lead + qa-engineer 联跑 UAT（用户验收测试）；UAT 是业务签字阶段，不是技术测试

MCP

chrome-devtoolsnpx context7npx xcodebuildnpx

README

Read on GitHub

App Genesis Forge

Code the Origin, Forge the App. 给 Claude Code 装一支有流程治理的 AI 开发团队——不是更聪明的单 agent，更像一条精益产线：19 角色分工协作、层层把关，缺陷流不进下一道工序。

简体中文 · English

AGF 实时开发看板

↑ 一句话提需求 → AI 团队并行交付 → 看板实时点亮，全程一个终端 tab。

单个 AI agent 一把梭，长流程会失控——没人审、没人测，说「完成了」其实没跑通。AGF 不赌「更强的模型」，而是把 AI 当一支需要流程约束的团队来管——质量不靠更聪明的工人，靠更好的产线。

AppGenesisForge（AGF） 是基于 Claude Code Agent Teams 的 AI 团队脚手架：装进你的项目，product-lead 带 18 个 AI 同事按「需求 → 实现 → 审查 → 部署 → 测试 → 签字」一道道工序交付——流程不靠 agent 自觉，靠三层机制兜底：skill 强制 + hook 硬阻断 + DoD 清单。落到实处就是：失败不跳级、说「完成」必须附证据、reviewer 不改自己审的码、QA 不签自己的业务字。

✅ 适合：Web 全栈（默认 React + FastAPI + Postgres，可换栈）· AI Agent / RAG / 多模态 · 微信小程序 · Apple 原生（macOS 桌面 / iOS）
❌ 不适合：Android 原生 · Windows / Linux 桌面 · 大模型训练

⚡ 5 分钟跑通第一个 feature

目标：5 分钟从零到看见一支 AI 团队在你项目里真的协作起来——不是读文档，是跑起来。（feature 越小越快；完整交付含 review / UAT 的时间随 feature 大小，但"看到团队动起来"5 分钟够。）

前置：Claude Code ≥ v2.1.154 · git · macOS / Linux ·（分屏显示可选：teammateMode 默认 "auto"——iTerm2 / tmux 会话自动分屏，其余终端 in-process，不影响功能）

① 装（~2 分钟）

git clone https://github.com/pcliangx/AppGenesisForge.git
cd AppGenesisForge
bash setup/agf-install.sh   # 交互式 TUI（在 AGF 仓库根运行）：选目标目录 / 版本 / preset，摘要确认后一键装完

TUI 六步（预检 → 版本选择 → 目标目录 → preset → 摘要确认 → 执行 + Day-1 体检）编排底层非交互脚本，摘要确认前零写盘、自动备份你已有的 .claude/ 与 CLAUDE.md（永不覆盖）。preset（web-only/minimal/miniapp-only/full，推荐默认 web-only）就地选好，无需再单独跑 customize.sh；装完直接回车可拉起下一步 /agf-init。无 TTY（CI / 管道）自动降级为打印等价非交互命令，见下方折叠块。

② 初始化 + 复核技术栈（~1 分钟，在目标项目里）

/agf-init

Claude 接管：体检 + 合并 CLAUDE.md + 据你项目真实技术栈写 ADR-000 + 建 label。

⚠️ 唯一必做的人工关：打开 docs/adr/000-system-architecture.md 核对语言 / 框架 / DB 是不是你项目真的——这是防 AI 编技术栈的最后一道关。

③ 派第一个 feature（团队启动）

/agf-team-start 加一个健康检查接口 GET /health 返回 {"status":"ok"}

（示例，按你的栈换。）product-lead 起变更文件夹 → 派 backend-dev 实现 → reviewer 审 → …… 分屏里多个 AI 同事并行干活。

④ 开实时看板盯进度（另开一个 tab）

/agf-board --watch

然后 open progress/board.html——task 卡片三列流转、工序一道道点亮，≈3 秒刷新，实时看团队推进（首屏那张图就是它）。

⑤ 验收签字

走完 SIT → code review → UAT，product-lead 来找你签字。签了就交付——你的第一个 feature 由一支有流程治理的 AI 团队跑完。

非交互 / CI 等价：agf-install.sh 是交互壳，底层是这三个非交互脚本，CI / 无 TTY 环境可直接调用（TUI 遇非 TTY 也会自动降级打印这条等价命令）：

bash setup/install-to-existing.sh ~/path/to/your-repo            # 目标须是 git 仓；新项目先 mkdir + git init
bash setup/customize.sh --preset web-only --yes                  # 角色裁剪：纯 Web 项目去 Apple + 小程序轨（19→12 角色）
bash setup/init-team.sh                                          # Day-1 体检

可选 flag：--with-office-skills（装 docx/pptx 报告技能组）。

升级：已装 AGF 的项目重跑 bash setup/install-to-existing.sh ~/path/to/your-repo --refresh-docs（旧版 → 新版，旧文件自动备份；永不覆盖你的 CLAUDE.md / ADR-000 / settings.json）。
卡分屏：模板默认 teammateMode: "auto"——iTerm2 / tmux 会话自动分屏、其余终端静默 in-process，不影响功能，无需配置。想强制 iTerm2 分屏 fail-loud 才在用户级 ~/.claude/settings.json 设 "iterm2"（需 pip install it2 + iTerm2 Python API，缺 it2 会显式报错）。

完整 Day-1 复核清单 + 前置知识 + 常见踩坑 → docs/FIRST_RUN.md。

✨ 它给你什么

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 道工序、道道把关	变更文件夹（OpenSpec 风格需求入口，取代 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）。按规模分 full / fast lane——小改（Small+PATCH+非高风险）走轻量尾部（仍部署+冒烟+P0），高风险一律全门
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 用例文档（每条 AC ≥1 用例、6 字段）dev 期并行起草、审批移出关键路径，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` / `curl\|sh`…）· 11 厂商密钥扫描 · prompt-injection 告警 · commit 前 diff 再扫
治理自审（诚实层）	模板机器校验「文档声称 ↔ 现实」——注册的 hook 必有脚本、CLAUDE.md 点名的脚本必存在、`permissions.deny` 被悄悄改小即硬阻断；配 `known-limitations.md`（各 gate 真实强度 + 证据三态诚实 SSOT）。对标 claude-code-harness，杜绝「文档写了、实际没接」（ADR-023）
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-code-map`（codemap 代码理解引擎 + `orphans` 报「写了没接线」的模块，ADR-021 / 024）
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 ✓，工序 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
反 AI 味审美	设计纪律层（ADR-013）：uiux-designer 产出前给 Design Read + 三刻度，守 AI Tells 黑名单（紫渐变 / 三等分卡 / emoji icon / 假数据 / Inter 默认 / 纯黑白）；产品 UI motion 守红线（禁 scroll-hijack / GSAP）；`agf-design-precheck.sh` 机筛 + reviewer 人审

🖥️ 交互式安装器（TUI）

bash setup/agf-install.sh 是装 AGF 的交互入口：ANSI 封面 + 方向键选「版本 / 目标目录 / preset」，摘要确认前零写盘、q/Esc 随时零副作用退出，装完自动接管 /agf-init。它是薄 wrapper——只编排底层非交互脚本（install-to-existing.sh → customize.sh → init-team.sh），CI / 无 TTY 下自动降级为打印等价命令 + exit 2；test-install.sh 两条护栏（TUI preset 列表 ↔ customize.sh 一致 + 非 TTY 降级）机械锁死「壳」与「核」不漂移（ADR-027）。

🔄 怎么工作

需求进、签字出，一条产线走到底；虚线是打回——缺陷退回实现工序重做，不往下流。

flowchart LR
    U([👤 需求]) --> S1["变更文件夹<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）：

🟠 编排：product-lead（PO+SM，唯一签字人）· 🔵 顾问：tech-lead（选型 / ADR / 架构风险才介入）
🟢 执行：frontend-dev backend-dev ai-agent-dev ml-engineer uiux-designer miniapp-dev · 🍎 apple-dev（Swift / SwiftUI，macOS+iOS）
🟡 评审：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）
🔴 测试：qa-engineer miniapp-qa-engineer apple-qa-engineer（E2E / UAT 执行，无证据不给 Pass）
🩶 部署/发布：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

📚 想深入

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`
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`

📜 License

MIT — 自由商用。结构灵感参考 The Agency。

19 个 AI 同事 · 7 道工序 · 缺陷流不进下一道工序

⭐ Star · 🐛 Issue · 📒 CHANGELOG · 🇬🇧 English

File tree

422

pcliangx/AppGenesisForgeView on GitHub

.claude/
  .agf-min-cc
  agents/
    ai-agent-dev.md
    apple-code-reviewer.md
    apple-dev.md
    apple-qa-engineer.md
    apple-release-engineer.md
    backend-dev.md
    code-reviewer.md
    content-writer.md
    deploy-engineer.md
    frontend-dev.md
    growth-analyst.md
    miniapp-code-reviewer.md
    miniapp-dev.md
    miniapp-qa-engineer.md
    ml-engineer.md
    product-lead.md
    qa-engineer.md
    roles.yaml
    tech-lead.md
    uiux-designer.md
  commands/
    agf-apple-release.md
    agf-board.md
    agf-code-map.md
    agf-deploy-uat.md
    agf-handoff.md
    agf-init.md
    agf-release-retro.md
    agf-team-start.md
    agf-team-stop.md
    agf-uat.md
  hooks/
    agf-hook-flags.lib.sh
    agf-hook-guard.sh
    agf-task-hook.lib.sh
    block-config-edit.sh
    block-dangerous-bash.sh
    check-progress-file.sh
    enforce-write-scope.sh
    gate-deploy-release-auth.sh
    gate-redo-fuse.sh
    sanitize-tool-output.sh
    scan-commit.sh
    scan-secrets.sh
    session-start-context.sh
    teammate-keepalive.sh
    tests/
      ci/
        test-no-hardcoded-paths.sh
      test-agf-bloat-trend-precheck.sh
      test-agf-claims-audit.sh
      test-agf-hook-profile.sh
      test-agf-next-instance.sh
      test-agf-release-cut-precheck.sh
      test-agf-spec-archive.sh
      test-agf-spec-validate.sh
      test-agf-teammate-mode-probe.sh
      test-agf-verdict.sh
      test-block-config-edit.sh
      test-block-dangerous-bash.sh
      test-check-progress-advisory.sh
      test-enforce-write-scope.sh
      test-gate-deploy-release-auth.sh
      test-gate-redo-fuse.sh
      test-gen-roles.sh
      test-scan-secrets.sh
      test-secret-pattern-parity.sh
      test-sit-precheck.sh
      test-validate-task-schema.sh
      test-validate-verdict.sh
    validate-task-schema.sh
    validate-verdict.sh
  rules/
    repo-layout.md
    team-mode.md
    verified-facts.md
  scripts/
    agf-advisory.sh
    agf-bloat-trend-precheck.sh
    agf-board.sh
    agf-check-ownership.sh
    agf-claims-audit.sh
    agf-deadcode-precheck.sh
    agf-deny-baseline.sh
    agf-design-precheck.sh
    agf-handoff.sh
    agf-matrix.sh
    agf-next-instance.sh
    agf-release-cut-precheck.sh
    agf-reuse-precheck.sh
    agf-sit-precheck.sh
    agf-spec-archive.py
    agf-spec-archive.sh
    agf-spec-validate.sh
    agf-teammate-mode-probe.sh
    agf-tui.sh
    agf-verdict.py
    agf-worktree-gc.sh
    archive-progress.sh
    check-repo-layout.sh
    check-superpowers-mapping.sh
    gen-roles.py
    lint-all.sh
    run-all-tests.sh
    test-install.sh
  security/
    deny-baseline.json
  settings.json
  skills/
    agf-code-map/
      SKILL.md
    agf-deploying-uat/
      SKILL.md
    agf-design-discipline/
      SKILL.md
    agf-releasing-apple/
      SKILL.md
    agf-running-apple-sit/
      SKILL.md
    agf-running-release-retro/
      SKILL.md
    agf-running-sit-tests/
      SKILL.md
    agf-skill-stocktake/
      SKILL.md
    agf-wiring-apple-llm/
      SKILL.md
    agf-wiring-multi-llm-sdk/
      SKILL.md
    agf-writing-adr/
      SKILL.md
    agf-writing-change/
      SKILL.md
    agf-writing-docx-reports/
      references/
        design-tokens-and-helpers.md
      SKILL.md
      template.js
    agf-writing-github-issue/
      references/
        templates-and-examples.md
      SKILL.md
    agf-writing-pptx-reports/
      diagram-generation-guide.md
      references/
        design-tokens-and-techniques.md
        rendering-and-embedding.md
        template-based-generation.md
      SKILL.md
      template-team-guide.md
      template.py
    agf-writing-prd/
      SKILL.md
    agf-writing-qa-report/
      SKILL.md
    docx/
      LICENSE.txt
      scripts/
        __init__.py
        accept_changes.py
        comment.py
        office/
          helpers/
            __init__.py
            merge_runs.py
            simplify_redlines.py
          pack.py
          schemas/
            ecma/
              fouth-edition/
                opc-contentTypes.xsd
                opc-coreProperties.xsd
                opc-digSig.xsd
                opc-relationships.xsd
            ISO-IEC29500-4_2016/
              dml-chart.xsd
              dml-chartDrawing.xsd
              dml-diagram.xsd
              dml-lockedCanvas.xsd
              dml-main.xsd
              dml-picture.xsd
              dml-spreadsheetDrawing.xsd
              dml-wordprocessingDrawing.xsd
              pml.xsd
              shared-additionalCharacteristics.xsd
              shared-bibliography.xsd
              shared-commonSimpleTypes.xsd
              shared-customXmlDataProperties.xsd
              shared-customXmlSchemaProperties.xsd
              shared-documentPropertiesCustom.xsd
              shared-documentPropertiesExtended.xsd
              shared-documentPropertiesVariantTypes.xsd
              shared-math.xsd
              shared-relationshipReference.xsd
              sml.xsd
              vml-main.xsd
              vml-officeDrawing.xsd
              vml-presentationDrawing.xsd
              vml-spreadsheetDrawing.xsd
              vml-wordprocessingDrawing.xsd
              wml.xsd
              xml.xsd
            mce/
              mc.xsd
            microsoft/
              wml-2010.xsd
              wml-2012.xsd
              wml-2018.xsd
              wml-cex-2018.xsd
              wml-cid-2016.xsd
              wml-sdtdatahash-2020.xsd
              wml-symex-2015.xsd
          soffice.py
          unpack.py
          validate.py
          validators/
            __init__.py
            base.py
            docx.py
            pptx.py
            redlining.py
        templates/
          comments.xml
          commentsExtended.xml
          commentsExtensible.xml
          commentsIds.xml
          people.xml
      SKILL.md
    pptx/
      editing.md
      LICENSE.txt
      pptxgenjs.md
      scripts/
        __init__.py
        add_slide.py
        clean.py
        office/
          helpers/
            __init__.py
            merge_runs.py
            simplify_redlines.py
          pack.py
          schemas/
            ecma/
              fouth-edition/
                opc-contentTypes.xsd
                opc-coreProperties.xsd
                opc-digSig.xsd
                opc-relationships.xsd
            ISO-IEC29500-4_2016/
              dml-chart.xsd
              dml-chartDrawing.xsd
              dml-diagram.xsd
              dml-lockedCanvas.xsd
              dml-main.xsd
              dml-picture.xsd
              dml-spreadsheetDrawing.xsd
              dml-wordprocessingDrawing.xsd
              pml.xsd
              shared-additionalCharacteristics.xsd
              shared-bibliography.xsd
              shared-commonSimpleTypes.xsd
              shared-customXmlDataProperties.xsd
              shared-customXmlSchemaProperties.xsd
              shared-documentPropertiesCustom.xsd
              shared-documentPropertiesExtended.xsd
              shared-documentPropertiesVariantTypes.xsd
              shared-math.xsd
              shared-relationshipReference.xsd
              sml.xsd
              vml-main.xsd
              vml-officeDrawing.xsd
              vml-presentationDrawing.xsd
              vml-spreadsheetDrawing.xsd
              vml-wordprocessingDrawing.xsd
              wml.xsd
              xml.xsd
            mce/
              mc.xsd
            microsoft/
              wml-2010.xsd
              wml-2012.xsd
              wml-2018.xsd
              wml-cex-2018.xsd
              wml-cid-2016.xsd
              wml-sdtdatahash-2020.xsd
              wml-symex-2015.xsd
          soffice.py
          unpack.py
          validate.py
          validators/
            __init__.py
            base.py
            docx.py
            pptx.py
            redlining.py
        thumbnail.py
      SKILL.md
  standards/
    ac-lifecycle.md
    apple-native.md
    coding.md
    communication.md
    cost-budget.md
    deployment.md
    document-rules.md
    miniapp.md
    observability.md
    plans-format.md
    qa-close-verify.md
    review-checklist.md
    security.md
    superpowers.md
    team-roles.md
    testing.md
    versioning.md
    workflow.md
.github/
  workflows/
    claude-code.yml.template
.gitignore
.mcp.json
CHANGELOG-archive.md
CHANGELOG.md
CLAUDE.example.md
CLAUDE.md
docker-compose.yml
docs/
  adr/
    000-system-architecture.md
    001-multi-instance-worker-pool.md
    002-dynamic-workflows-adoption.md
    003-verdict-from-findings.md
    004-teammate-mode-default.md
    005-workflow-stage-embedding.md
    006-frontend-backend-contract-sync.md
    007-apple-native-stack.md
    008-apple-backend-contract-sync.md
    009-apple-release-pipeline.md
    010-structured-verdict-contract.md
    011-delivery-pipeline-efficiency.md
    012-spec-driven-change-folders.md
    013-design-discipline-layer.md
    014-hook-runtime-enhancements.md
    015-agent-prompt-defense.md
    016-skill-stocktake.md
    017-hook-security-extensions.md
    018-enforce-write-scope.md
    019-deploy-release-auth-gate.md
    020-redo-fuse-gate.md
    021-code-understanding-engine.md
    022-agent-teams-upstream-dependency.md
    023-honesty-layer-claims-and-baseline.md
    024-module-reachability-advisory.md
    025-instance-lifecycle-eager-close.md
    026-template-structural-slimming.md
    027-reinstate-tui-install.md
    028-teammate-splitpane-probe.md
    029-codemap-reuse-duplicate-gate.md
    030-ai-bloat-observation-layer.md
    README.md
  assets/
    agf-board.png
  changes/
    _TEMPLATE/
      design.md
      proposal.md
      specs/
        _capability_.md
      tasks.md
    archive/
      .gitkeep
    README.md
  content/
    .gitkeep
  deploy/
    .gitkeep
  design/
    deeply-understand/
      01-goals-scope.md
      02-architecture.md
      03-data-model.md
      04-ast-and-imports.md
      05-impact-and-incremental.md
      06-semantic-search.md
      07-consumption-layer.md
      08-agf-integration.md
      09-roadmap-risks.md
      10-dashboard.md
      11-process-integration.md
      README.md
    DESIGN.md
  FIRST_RUN.md
  known-limitations.md
  prd/
    _TEMPLATE.md
    archive/
... 123 more

FAQ

appgenesisforge is a Claude Code plugin with 19 hand-picked skills for development work, indexed on Flowy. Install it with the command on its page. It includes agf-code-map, agf-deploying-uat, agf-design-discipline. Its skills do not fire on their own yet. Request auto-invocation to have Flowy route them as you prompt. Free and open source.

What is appgenesisforge?: Code the Origin, Forge the App. 给 Claude Code 装一支有流程治理的 AI 开发团队——不是更聪明的单 agent，更像一条精益产线：19 角色分工协作、层层把关，缺陷流不进下一道工序。 ↑ 一句话提需求 → AI 团队并行交付 → 看板实时点亮，全程一个终端 tab。单个 AI agent 一把梭，长流程会失控——没人审、没人测，说「完成了」其实没跑通。AGF 不赌「更强的模型」，而是把 AI 当一支需要流程约束的团队来管——质量不靠更聪明的工人，靠更好的产线。
How do I install appgenesisforge?: Run these in Claude Code: npx -y skills add pcliangx/AppGenesisForge --agent claude-code. Then prompt normally.
Does appgenesisforge auto-invoke its skills?: Not yet. It is indexed on Flowy as a plain plugin. Request auto-invocation on its page and Flowy will route its skills for you as you prompt.
Is appgenesisforge free?: Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.