AI product skills pack — 7 skills and 3 agents that enforce quality in AI-assisted product work
Agent Claude Code
Use when defining measurement frameworks for new features. Designs north star, guardrail, and diagnostic metrics with baselines, logging plans, and instrumentation requirements. Writes the measurement plan to product/metrics/ - .md before any build begins.
Agent Claude Code
Use after writing a PRD, feature scope, or product decision to audit it against all builder-product skill gates before any engineering time is committed. Produces a written critique with PASS, CONDITIONAL, or BLOCK verdict at product/reviews/ / -product-critique.md.
Agent Claude Code
Use after user research sessions to produce a synthesis document where every insight maps to a decision. Writes to product/research/ -synthesis- .md. Blocks "users said X" reports with no actionable direction.