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

Optimize post-signup onboarding to increase activation and time-to-value

Create onboarding programs, kickoff decks, and activation plans.

Design APIs, plan SDK strategy, and build developer marketplaces

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

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