PM Skills — One-Page Cheatsheet
207 open-source AI skills + a memory + an action layer, for every profession. Each is a
SKILL.md that teaches an AI the structure a senior pro actually uses — so the first draft is shippable, not filler. PM = Professional, not just Product Management.
207 skills
21 professions
196 eval-scored · avg 4.8/5
Claude · ChatGPT · Gemini · Cursor · Codex · Hermes
MIT
⭐ github.com/mohitagw15856/pm-claude-skills
Try free, no install →
the Playground
the Playground
⚡ Install — pick one
| Claude Code (skills+agents+commands) | npx pm-claude-skills add --agent claude |
| Any agent (Cursor/Codex/60+) | npx skills add mohitagw15856/pm-claude-skills |
| MCP, on demand | claude mcp add pm-skills -- npx -y pm-claude-skills-mcp |
| Hosted MCP / connector URL | pm-skills-mcp.pm-claude-skills.workers.dev |
| Python (LangChain/CrewAI) | pip install pm-skills |
| Browser, your own key | open the Playground (no install) |
🧩 Compose
- Recipes (chain skills):
/ship-a-feature/close-the-quarter/launch-a-product/rescue-an-account/run-discovery/repurpose - Subagents (5): pm-partner · sprint-master · cs-guardian · launch-captain
- Commands (16):
/prd/rice/sprint-plan/retro/exec-summary/brain… - Personas (5): Startup CTO · Growth Marketer · Solo Founder · Product Leader
- Visual: Workflow Canvas (drag→chain) · Auto-Agent (goal→planned chain)
🗂️ 207 skills across 21 professions
| Profession | # | Try first |
|---|---|---|
| 🛠️ Product Mgmt | 37 | /prd /rice |
| 👩💻 Engineering | 43 | incident-postmortem |
| 📣 Marketing & GTM | 8 | go-to-market |
| 📊 Data & Analytics | 12 | metric-tree-builder |
| 🤝 Customer Success | 6 | cs-health-scorecard |
| ⚙️ Operations | 10 | sop-writer |
| 🖼️ Figma | 10 | figma-design-review |
| 🌐 Cross-profession | 10 | meeting-notes · professional-brain |
| ⚖️ Legal · 💰 Finance | 7·5 | contract-review · investor-pitch-deck |
| 🚀 Founders · 🎓 Educators | 6·6 | startup-idea-validator · lesson-plan |
| 🎬 Creators · ✍️ Writers | 6·6 | hook-writer · aeo-optimizer |
| 👥 HR · 🤝 Sales | 5·6 | job-description-writer · sales-battlecard |
| 🧑💼 People · 🎨 Design | 5·4 | executive-update · design-critique |
| 📱 Social · 🏢 Strategy · 🏥 Research | 5·3·4 | social-media-strategy · literature-review |
🟢 50 Production-Ready🔵 145 Stable🟡 12 Experimental
🧠 The Professional Brain — memory + actions
A local, plain-markdown memory skills read before answering and write to after. No vector DB — grep-able, auditable, Obsidian-compatible.
brain/ context.md · knowledge/ · decisions/
hypotheses/ · stakeholders/ · entities/ · source/
- Provenance tags:
[data][interview][external][verbal][hunch]— a hunch never poses as data. - Ops: init · ingest · recall · record · review (
/brain) - Recall:
brain_query.py— deterministic, provenance-ranked - Write-back:
brain_write.py— append-only, dry-run, approval-gated - Actions (
action-runner): recommendations → real tickets/messages, risk-rated 🟢🟡🔴, approved per action. Nothing acts silently.
recall → run a skill → produce → propose actions → approve → execute → record back → weekly review
🌍 Run anywhere — REST API & integrations
Read-only, no auth, CORS-open —
pm-skills-mcp.pm-claude-skills.workers.devGET /v1/skills | all skills (?bundle ?q ?limit) |
GET /v1/skills/{name} | one skill (?format=md) |
GET /v1/search?q= | keyword search |
GET /v1/workflows | recipe chains |
- n8n — MCP Client / HTTP node into your AI node
- Obsidian — every skill as a vault note / AI-plugin prompt
- Lovable — skill-powered apps; a knowledge snippet for its generator
- Exports (10): ChatGPT · Gemini · Cursor · Windsurf · Aider · Cline · Continue · Zed · Roo · Obsidian
- 🌐 10 languages: run any skill in Spanish · Mandarin · Hindi · Arabic (RTL) · Portuguese · French · German · Japanese · Russian · Indonesian — pick one in the playground.
✅ Quality & 🛠️ tooling
- Eval-scored, not just counted — LLM judge on structure/completeness/usefulness/grounding → 196 scored, 4.8/5
- Self-improving —
/improvekeeps a rewrite only if the score rises - PR gates — SkillCheck (structure) + Security Auditor (injection/exfiltration)
- Explore/try: Skill Galaxy (map) · Ask (dev Q&A) · Grade your draft · Compare mode · Skill Studio (make→PR)
- In CI: a GitHub Action runs a skill on a PR; Skill Bot runs
/skillfrom a comment