技能备份 - 2026-04-15 (40个技能)
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# Product Manager Skills
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**Not a template pack. A PM operator for AI coding tools.**
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Turn Claude Code, Codex, Cursor, or Windsurf into a product manager that can critique PRDs, diagnose SaaS metrics, plan roadmaps, run discovery, and coach career moves.
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[](https://github.com/Digidai/product-manager-skills/releases)
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[](LICENSE)
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[](https://github.com/Digidai/product-manager-skills)
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[](#install-in-60-seconds)
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> Zero scripts. Zero dependencies. Zero network calls. Pure Markdown knowledge you can inspect line by line before you install.
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## Why People Reuse It
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Most AI PM tooling is good at writing polished nonsense. This skill is designed for repeat workflows where rigor matters:
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- Turn vague feature requests into problem framing, measurable outcomes, and a usable PRD.
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- Diagnose SaaS health from raw metrics instead of getting generic advice like "improve retention."
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- Pressure-test prioritization, roadmaps, and strategy with explicit tradeoffs.
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- Coach PM to Director to VP transitions with concrete gaps and action plans.
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## Start With These 3 Workflows
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| Workflow | Prompt | Example |
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|---|---|---|
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| **SaaS health diagnostic** | "Analyze these metrics: MRR $50k, 500 customers, gross margin 80%, monthly churn 8%, CAC $500." | [SaaS diagnostic demo](examples/saas-health-diagnostic.md) |
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| **PRD pushback and review** | "Review this PRD draft like a strong PM peer. Flag bad framing, missing metrics, solution smuggling, and delivery risk." | [PRD review demo](examples/prd-review.md) |
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| **Director readiness coaching** | "I'm a senior PM interviewing for Director roles in 90 days. Diagnose my gaps and coach me." | [Director coaching demo](examples/director-coaching.md) |
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More prompts: [STARTER-PROMPTS.md](STARTER-PROMPTS.md)
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中文说明: [README.zh-CN.md](README.zh-CN.md)
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## Install In 60 Seconds
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### Claude Code / OpenClaw
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```bash
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clawhub install product-manager-skills
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```
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### Codex / Cursor / Windsurf / GitHub-based skill loaders
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```bash
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npx skills add Digidai/product-manager-skills
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```
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Then paste one of these:
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```text
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Help me write a PRD for a notification preferences feature. Make reasonable assumptions and label them.
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Analyze these metrics: MRR $50k, 500 customers, gross margin 80%, monthly churn 8%, CAC $500.
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Review my roadmap and tell me where stakeholder requests are outweighing evidence.
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```
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## What Good Output Looks Like
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### 1. SaaS Diagnostic
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Input:
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```text
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Analyze these metrics: MRR $50k, 500 customers, gross margin 80%, monthly churn 8%, CAC $500.
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```
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Expected behavior:
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```text
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- 8% monthly churn compounds to roughly 63% annual churn. This is a red flag, not a "slightly high" metric.
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- ARPA is about $100/month. With 80% gross margin and 8% monthly churn, better LTV is about $1,000.
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- LTV:CAC is about 2:1. Payback is about 6.25 months.
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- Diagnosis: payback is workable, retention is not. Do not scale acquisition until churn is understood cohort by cohort.
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```
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Full example: [examples/saas-health-diagnostic.md](examples/saas-health-diagnostic.md)
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### 2. PRD Review
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Input:
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```text
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Review this PRD for a notification preferences center. Flag solution smuggling, weak metrics, overscoping, and delivery risk.
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```
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Expected behavior:
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```text
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- Your problem statement is solution-smuggled: "users need a preferences dashboard."
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- Success metrics have no baseline, target, or guardrail.
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- Scope mixes channels, digests, quiet hours, admin rules, and migration. This is multiple releases.
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- Recommend a thinner first slice: email opt-out + account-level preferences + measurable reduction in unsubscribe-driven churn.
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```
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Full example: [examples/prd-review.md](examples/prd-review.md)
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### 3. Career Coaching
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Input:
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```text
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I'm a senior PM managing two PMs, strong on execution, weak on org influence, and interviewing for Director roles in 3 months. Coach me.
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```
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Expected behavior:
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```text
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- Diagnosis: strong team altitude, weak org altitude.
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- Gap: you describe execution wins well but not portfolio tradeoffs or cross-functional influence.
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- Plan: collect 3 stories that show org-level impact, build a weekly visibility loop, and practice decision framing with tradeoffs.
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```
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Full example: [examples/director-coaching.md](examples/director-coaching.md)
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## What You Get
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| Domain | What It Helps With | Example Frameworks |
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| **Discovery & Research** | Validate problems, prep interviews, map journeys, structure experiments | JTBD, Mom Test, Opportunity Solution Tree, Lean UX Canvas, PoL Probes |
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| **Strategy & Positioning** | Position products, prioritize work, size markets, build roadmaps | Geoffrey Moore, PESTEL, TAM/SAM/SOM, RICE, ICE, Kano |
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| **Artifacts & Delivery** | Write and critique PRDs, user stories, epics, PRFAQs, recommendation docs | Cohn + Gherkin, Story Mapping, Epic Breakdown, PRFAQ |
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| **Finance & Metrics** | Calculate 32 SaaS metrics and diagnose business health | MRR, ARR, NRR, CAC, LTV, Rule of 40, Magic Number |
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| **Career & Leadership** | Coach PM to Director to VP transitions | Altitude-Horizon, Three Ps, 30-60-90 onboarding |
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| **AI Product Craft** | Pressure-test AI-native product decisions | AI-Shaped Readiness, Context Engineering, Agent Orchestration |
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## Why It Performs Better Than Generic Prompting
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| Generic prompting | This skill |
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|---|---|
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| Writes plausible PM text | Applies PM frameworks and quality gates |
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| Accepts bad framing | Pushes back on Solution Smuggling, Metrics Theater, Feature Factory, and more |
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| Gives generic churn advice | Calculates churn, LTV, payback, and names the real bottleneck |
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| Asks you to repeat PM context every session | Carries a reusable PM workflow and routing system |
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| Optimizes for politeness | Optimizes for decisions, tradeoffs, and next steps |
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## Who It Is For
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- Technical PMs, founders, and product leads who already work inside AI coding tools.
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- Teams that want a reusable PM brain without sending product context to another SaaS.
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- People who value pushback, assumptions, and explicit tradeoffs over nice-sounding output.
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## Who It Is Not For
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- Teams looking for a collaborative web app with approvals, comments, and sharing workflows.
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- Users who only want passive template filling and never want the AI to challenge the framing.
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- Non-technical buyers who prefer turnkey SaaS onboarding over local or repo-based installation.
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## Interaction Style
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This skill is optimized for a fast first useful draft:
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- If the request is clear enough, it answers immediately and labels assumptions inline.
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- If context is partial, it gives the best draft first and only asks the minimum follow-up questions needed.
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- If the task is genuinely exploratory, it can switch into guided mode one question at a time.
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- Every answer is expected to end with decisions made, assumptions to validate, and a recommended next step.
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## Built For Repeat Usage
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Most PM work is recurring. This skill is strongest when you reuse it weekly:
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- Monday: review roadmap changes and prioritization requests.
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- Mid-week: critique PRDs, epics, and user stories before sharing with engineering.
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- Friday: run a SaaS health diagnostic or feature ROI check.
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- Career season: rehearse interview stories, operating altitude, and leadership gaps.
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## Install Options
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| Environment | Install |
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| Claude Code / OpenClaw | `clawhub install product-manager-skills` |
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| Codex / Cursor / Windsurf | `npx skills add Digidai/product-manager-skills` |
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| Claude Projects | Upload `SKILL.md`, `knowledge/`, and `templates/` |
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| Any LLM with local file loading | Point the system prompt at `SKILL.md` and keep sibling folders intact |
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## Structure
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```text
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SKILL.md
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knowledge/
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templates/
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examples/
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STARTER-PROMPTS.md
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README.zh-CN.md
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```
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Core repo size: about 25 Markdown files, ~2,200 lines, ~130 KB of PM knowledge and templates.
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## Trust And Security
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This project is instruction-only:
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- No executable scripts
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- No external network calls
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- No environment variables or credentials required
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- No privilege escalation
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- Every shipped file is human-readable Markdown
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## Feedback And Contribution
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- Open an issue if a framework is missing or a workflow feels weak.
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- Open a discussion if you want a new domain or stronger examples.
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- See [CONTRIBUTING.md](CONTRIBUTING.md) for the fastest way to give useful workflow feedback.
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- If the skill helped you, star the repo or share an output generated from the templates.
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## License
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[CC BY-NC-SA 4.0](LICENSE)
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Built by [Gene Dai](https://genedai.me/). Distilled from real product work, not textbook summaries.
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