An AI-native product manager agent. Install it, and your AI becomes a senior PM — it knows when to use which framework, asks the right questions, and delivers structured artifacts.

What It Covers

Domain	Examples
Discovery & Research	Problem framing, customer interviews, JTBD, opportunity mapping, Lean validation, PoL probes
Strategy & Positioning	Positioning statements, PESTEL, TAM/SAM/SOM, prioritization, roadmap planning
Artifacts & Delivery	PRDs, user stories, epics, story mapping, press releases, storyboards, EOL comms
Finance & Metrics	30+ SaaS metrics, business health diagnostics, feature ROI, channel economics, pricing
Career & Leadership	PM→Director transition, VP/CPO readiness, executive onboarding (30-60-90)
AI Product Craft	AI-shaped readiness, context engineering, agent orchestration, AI validation

Install

Claude Code / OpenClaw

# OpenClaw
clawhub install product-manager

# Or manually — copy to your project
cp -r product-manager-skills/ your-project/

Claude Projects

Upload SKILL.md plus the knowledge/ and templates/ folders to your project knowledge.

Any LLM

Point your system prompt at SKILL.md. It will load knowledge modules and templates on demand.

How It Works

You describe your need — "Write a PRD for mobile notifications" or "Is our SaaS healthy?"
The agent routes to the right framework — via the routing table in SKILL.md
It loads domain knowledge on demand — only the relevant module, not everything
It delivers structured output — using templates when appropriate, always with next steps

No browsing, no selecting, no manual loading. Just ask.

Structure

SKILL.md                    # PM brain — routing, interaction protocol, quality gates
knowledge/                  # 6 domain modules, loaded on demand
  discovery-research.md
  strategy-positioning.md
  artifacts-delivery.md
  finance-metrics.md
  career-leadership.md
  ai-product-craft.md
templates/                  # 10 output templates
  prd.md
  user-story.md
  problem-statement.md
  positioning-statement.md
  epic-hypothesis.md
  press-release.md
  discovery-interview-plan.md
  opportunity-solution-tree.md
  roadmap-plan.md
  business-health-scorecard.md

18 files. ~2,200 lines. Everything a PM agent needs, nothing it doesn't.

Try It

"Help me validate a customer problem"
"Write a PRD for [feature]"
"Are our SaaS metrics healthy?"
"I'm interviewing for a Director role next week"
"Break down this epic into stories"
"What prioritization framework should I use?"

License

CC BY-NC-SA 4.0 — Use freely for non-commercial purposes. Attribution required.

Built by Gene Dai. Distilled from real PM practice, not textbooks.