pm-frameworks
PM Frameworks Skill
Expert knowledge of proven product management frameworks for discovery, growth, measurement, planning, and AI-era practices.
When to Invoke
Auto-invoke this skill when users discuss:
- Discovery: Feature validation, user research, testing assumptions, "should we build this?", risk assessment
- Growth: Acquisition, retention, virality, growth loops, product-led growth, network effects
- Planning: Roadmaps, prioritization, now-next-later, LNO framework, scoping projects
- Measurement: PMF surveys, metrics, success criteria, measuring product-market fit
- AI Products: Evals, fine-tuning vs RAG, prompt engineering, AI unit economics, production AI systems
- Strategy: Four fits, market-product fit, competitive positioning, business model
- Execution: PRDs, specs, issues vs stories, prototype-first development
Core Frameworks
Discovery Frameworks
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