pm-frameworks

What problem does it solve?

The PM Frameworks skill provides structured, expert frameworks to reduce uncertainty and bias in product decisions across discovery, growth, planning, measurement, and AI-era tradeoffs. It helps teams move from opinion to evidence, prioritize the highest-leverage work, and design actionable experiments that validate assumptions.

Core Features & Use Cases

• Discovery & Risk Assessment: Apply Four Risks and Continuous Discovery to identify value, usability, feasibility, and business viability risks and design rapid tests.
• Growth & Strategy: Map growth loops, evaluate four fits, and design product-led acquisition and expansion plans.
• Planning & Prioritization: Use Now-Next-Later and LNO prioritization to scope work, sequence efforts, and limit uncertainty.
• Measurement & AI Practices: Run PMF surveys, define success criteria, select fine-tuning vs RAG, and model AI unit economics.
• Use Case Example: Turn a feature idea into a prioritized test plan that includes risk assessment, a one-week prototype, and measurable success criteria.

Quick Start

Ask the pm-frameworks skill to assess a feature idea, list the top 3 risks, recommend the smallest experiment to validate it this week, and suggest the success metric to track.