AI产品经理的 Claude Code Skills 工具箱:方案审查、竞品分析、用户体验检查等
SaferSkills independently audited ai-product-skills (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
适用于产品/AI产品同学的工作流 | Workflow skills for AI product managers
ai-product-skills/
├── product-methodology/ # 产品方法论 + 方案审查
│ ├── PRINCIPLES.md # 产品原则(通用)
│ ├── SOP.md # 产品方案 SOP(通用)
│ ├── REVIEW.md # UI/体验 Review 清单(通用)
│ └── review-plan-SKILL.md # 海外版方案审查 skill
└── intern-experience/ # 实习经历沉淀(产品经理实习生专用)
├── cv-skill.md # 工作记录 → 简历项目经历
└── intern-introduction.md # 面试口头介绍 + 模拟考核本仓库包含六个 skill,分为三类:
| 类别 | Skills | 适用范围 |
|---|---|---|
| 产品方法论 | PRINCIPLES / SOP / REVIEW | 通用,适用于任何产品 |
| 方案审查 | /review-plan | 专门针对海外版产品方案 |
| 实习经历沉淀 | cv-skill / intern-introduction | 产品经理实习生,简历 + 面试准备 |
#### 产品方法论(product-methodology/) — 通用
一套完整的产品方法论体系,三个文档各司其职、互相引用,适用于任何产品方向:
| 文件 | 用途 | 说明 |
|---|---|---|
PRINCIPLES.md | 产品原则 | 从用户四个本质(懒、急、挑、晒)推导出 8 条原则 + 元原则"非必要勿增实体" |
SOP.md | 产品方案 SOP | 从想法到可执行方案的四步流程:压想法 → Demo/PRD → 瘦身 → 边界梳理 |
REVIEW.md | UI/体验 Review 清单 | 五层 checklist(心智层、感知层、交互层、流程层、容错层),做 demo 前当生成约束,做完后当验收 gate |
使用方式:
PRINCIPLES.md,用原则校准方向SOP.md 四步流程推进REVIEW.md 喂给 Claude Code 当生成约束REVIEW.md 逐层自检验收#### 实习经历沉淀(intern-experience/) — 产品经理实习生专用
包含两个互相配合的 skill:
cv-skill.md — 工作记录 → 简历项目经历
将实习期间散落各处的工作记录(飞书待办、方案文档、会议纪要、OKR 等),整理为可直接粘进简历的 bullet points。
intern-introduction.md — 面试口头介绍 + 模拟考核
基于 cv-skill 输出的项目经历,生成面试时的口头介绍话术和高频考核问答。
使用场景:
#### /review-plan — 海外版专用
一个专门针对海外版产品方案的 Claude Code skill。从创新性、海外市场适配性、方案完整性三个维度逐项检查,给出具体问题和可操作的改进建议。
适合谁用:
使用流程:
/review-plan,提供文件路径6 大检查类别:
| # | 类别 | 关注点 |
|---|---|---|
| 1 | 需求层 | 出发点对不对?优先级、时间线、上下文是否清晰 |
| 2 | 创新性 | 差异化够不够?是真实用户需求还是单纯跟随竞品? |
| 3 | 海外适配性 | 本地化、文化敏感性、合规(GDPR 等) |
| 4 | 方案细节 | 文案质量、交互完整性、多端一致性 |
| 5 | 角色切换 + "所以呢"测试 | 用户/研发/运营视角,关键决策是否站得住脚 |
| 6 | 上线预判 | 用户路径验证、老用户兼容、效果指标 |
将对应 skill 文件夹复制到 Claude Code 的 skills 目录:
# 个人使用(所有项目通用)
cp -r product-methodology ~/.claude/skills/
cp -r intern-experience ~/.claude/skills/
# 仅限当前项目
cp -r product-methodology .claude/skills/
cp -r intern-experience .claude/skills/product-methodology/review-plan-SKILL.md 中有一个"产品背景信息"区域,预留了占位符。填入你自己的产品背景信息,可以获得更有针对性的审查:
ai-product-skills/
├── product-methodology/ # Product methodology + plan review
│ ├── PRINCIPLES.md # Product principles (universal)
│ ├── SOP.md # Product plan SOP (universal)
│ ├── REVIEW.md # UI/UX review checklist (universal)
│ └── review-plan-SKILL.md # Overseas plan review skill
└── intern-experience/ # Intern experience (for PM interns)
├── cv-skill.md # Work records → resume bullet points
└── intern-introduction.md # Interview oral intro + mock Q&AThis repo contains six skills in three categories:
| Category | Skills | Scope |
|---|---|---|
| Product Methodology | PRINCIPLES / SOP / REVIEW | Universal, applicable to any product |
| Plan Review | /review-plan | Specifically for overseas product plans |
| Intern Experience | cv-skill / intern-introduction | For PM interns, resume + interview prep |
#### Product Methodology (product-methodology/) — Universal
A complete product methodology system — three docs, each with a clear role, cross-referencing each other. Applicable to any product direction:
| File | Purpose | Description |
|---|---|---|
PRINCIPLES.md | Product principles | 8 principles derived from four user truths (lazy, impatient, picky, sharing) + meta-principle "don't add what you don't need" |
SOP.md | Product plan SOP | Four-step process from idea to execution: compress idea → demo/PRD → trim → boundary check |
REVIEW.md | UI/UX review checklist | Five-layer checklist (mental model, perception, interaction, flow, error recovery) — use as generation constraints before building, validation gate after |
How to use:
PRINCIPLES.md to calibrate directionSOP.mdREVIEW.md to Claude Code as generation constraintsREVIEW.md layer by layer#### Intern Experience (intern-experience/) — For PM Interns
Two complementary skills:
cv-skill.md — Work Records → Resume Bullet Points
Converts scattered internship work records (task lists, docs, meeting notes, OKRs) into resume-ready bullet points.
intern-introduction.md — Interview Oral Intro + Mock Q&A
Generates interview oral presentation scripts and mock Q&A based on cv-skill output.
Use cases:
#### /review-plan — Overseas-specific
A Claude Code skill specifically designed for reviewing overseas product plans. It checks your plan from three dimensions: innovation, overseas market fit, and completeness, then provides specific issues and actionable suggestions.
Who is this for:
How it works:
/review-plan in Claude Code and provide the file path6 review categories:
| # | Category | Focus |
|---|---|---|
| 1 | Requirements | Is the starting point right? Priority, timeline, context clarity |
| 2 | Innovation | Is it differentiated enough? Real user need or just following competitors? |
| 3 | Overseas fit | Localization, cultural sensitivity, compliance (GDPR etc.) |
| 4 | Plan details | Copy quality, interaction completeness, multi-platform consistency |
| 5 | Role switch + "So what" test | User / dev / ops perspectives, decision justification |
| 6 | Launch readiness | User path validation, backward compatibility, success metrics |
Copy the skill folder to your Claude Code skills directory:
# Personal use (all projects)
cp -r product-methodology ~/.claude/skills/
cp -r intern-experience ~/.claude/skills/
# Project-specific only
cp -r product-methodology .claude/skills/
cp -r intern-experience .claude/skills/The product-methodology/review-plan-SKILL.md file contains a "Product background" section with placeholders. Fill in your own product context for more targeted reviews:
MIT
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.