This is an interactive decision framework that walks you through picking the right validation method for a product hypothesis. Instead of defaulting to whatever prototype you're comfortable building, it asks about your specific risk, timeline, and resources, then recommends one of five "Proof of Life" probe types: feasibility checks for technical unknowns, task-focused tests for UI friction, narrative prototypes for stakeholder alignment, synthetic simulations for edge cases, or vibe-coded probes for workflow validation. The core insight is sound: match your validation method to your learning goal, not your tooling comfort. Use this when you know what risk you need to eliminate but aren't sure whether to write code, make a video, or run a simulation.
npx -y skills add deanpeters/product-manager-skills --skill pol-probe-advisor --agent claude-codeInstalls into .claude/skills of the current project.
Select a file.
juliusbrussee/caveman
mattpocock/skills
shadcn/improve
obra/superpowers
forrestchang/andrej-karpathy-skills
vercel-labs/skills