sky791016/lean-ai-dev-team
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8-agent Claude Code skill powered by Lean AI Methodology (精益AI方法论) · Kai Shi
개요
Copy lean-ai-prd-team/SKILL.md into your system prompt / instruction file. Copyright © 2026 · [email protected] · Founder of Lean AI Method Apache 2.0 with Non-Commercial Restriction. Free for personal, educational, non-commercial use. Commercial use → [email protected] — 在标准版基础上增加： - — OWASP Top 10 安全扫描 + 架构健康评分 /100 - — 完整 IFPUG ILF/EIF/EI/EO/EQ，输出 UFP 总量 - — 4 维度效益体系，Realized Value Score /100，对比 PM 原始 ROI 模型 "AI 转型不是采购大模型，而是以业务场景为核心，对流程、数据、组织、技术、运营进行精益化重构。" Copyright © 2026 · [email protected] Apache 2.0 附非商业限制。专业版商业使用请联系 [email protected]
README
원문 README의 일부입니다. 원문 보기.
Standard vs. Pro
lean-ai-prd-team · Standard |
lean-ai-prd-team-pro · Pro |
|
|---|---|---|
| Price | Free | Commercial authorization required |
| Agents | 8 | 10 |
| Scenarios | Greenfield / Refactor / Review | Greenfield / Refactor / Review |
| Business Planner → PM → BA | ✅ | ✅ |
| Technical Architect | ✅ | ✅ |
| Frontend + Backend + Data | ✅ | ✅ |
| Compliance PM (4-loop) | ✅ | ✅ |
| Code Auditor (OWASP + Health Score /100) | ❌ | ✅ |
| BA FP Sizing (IFPUG UFP) | ❌ | ✅ |
| Value Assessor (Realized Value Score /100) | ❌ | ✅ |
English
Install Standard (Free)
git clone https://github.com/sky791016/lean-ai-dev-team ~/.claude/skills/lean-ai-prd-team
Then in Claude Code:
/lean-ai-prd-team [全新项目] your task
/lean-ai-prd-team [重构优化] your task
/lean-ai-prd-team [项目评审] your task
Other IDEs: Copy lean-ai-prd-team/SKILL.md into your system prompt / instruction file.
Install Pro (Commercial)
git clone https://github.com/sky791016/lean-ai-dev-team /tmp/lean-ai
cp -R /tmp/lean-ai/lean-ai-prd-team-pro ~/.claude/skills/
Then:
/lean-ai-prd-team-pro [全新项目] your task
/lean-ai-prd-team-pro [重构优化] your task
/lean-ai-prd-team-pro [项目评审] your task
Commercial use requires written authorization — contact: [email protected]
The 8-Agent Team (Standard)
Phase 1 Business Planner L1-L5 scenario · Business case · 3-phase roadmap
Phase 2 Product Manager ROI model · Scenario card · KPI dashboard
Phase 3 Business Analyst Epics · User stories · Acceptance criteria · Human-AI design
Phase 4 Technical Architect ADRs · API contracts · Clean Core design
Phase 5 Frontend ─┐
(parallel) Backend ─┤ Implement against architect's contracts
Data ─┘
Phase 6 Compliance PM 4-loop check · Conflict report · DoD sign-off
The 10-Agent Team (Pro)
Phase 0 Code Auditor ★ OWASP Top 10 · N+1 detection · Health Score /100
Phase 1 Business Planner
Phase 2 Product Manager
Phase 3 Business Analyst ★ + IFPUG FP table (UFP total)
Phase 4 Technical Architect
Phase 5 Frontend ─┐
(parallel) Backend ─┤
Data ─┤
Value ★ ─┘ Assessor: 4-dimension benefit · Realized Value Score /100
Phase 6 Compliance PM
추천 도구
다른 키워드를 입력하거나 필터를 제거해 보세요.
설치
npx skillfish add sky791016/lean-ai-dev-team