AI Skills

Build a pass/fail eval rubric and test set from real failure traces

Map AI bets, human-AI boundaries, and flywheels for product strategy decisions

Plan discovery interviews that collect stories, not opinions

Write survey questions that force prioritization and give actionable signal

Design growth loops, activation flows, and PLG retention strategies

Measure PMF with Sean Ellis, retention curves, and reference customers

Design APIs, plan SDK strategy, and build developer marketplaces

Sort the backlog by conviction and impact, defend the cut list with frameworks

Build metric frameworks, cohort analyses, and experimentation plans

Run user research, JTBD interviews, and opportunity sizing from a prompt.

Plan launches, coordinate cross-functional teams, and run post-launch retros.

Shape product vision, strategy, roadmaps, and growth plans from context.

Prioritize roadmaps, run sprint planning, and align stakeholders

Draft PRDs, user stories, acceptance criteria, and technical specs from a brief.

Assess product-market fit, size markets, and frame competitive positioning

Cut scope to fit a fixed time appetite using Shape Up, MVP, and Wizard of Oz

Draft a problem-led PRD with context, success metrics, and scope in minutes

Write Shape Up breadboards, shaping docs, and fat-marker sketches