shmindmaster/ah-product
Audit product experiences, turn findings into designs, build and verify scoped changes, and prepare reliable demos.
Produces a prioritised, evidence-labelled assessment of an existing app. Use when asked what works, what is broken, what to fix first, or for a UX, usability or product review of surfaces and journeys. Not for checking a finished change; use verify.
Produces a tested implementation of a scoped product or UI change in the repository's own idiom. Use when asked to implement, fix or add a specified UI, frontend or workflow change. Not for deciding what to build; use design. Not for the final verdict; use verify.
Produces a validated demo-readiness handoff for a real workflow. Use when a product must be ready for a demo, screencast, sales walkthrough or launch before anyone records it. Not for producing the video; use media-studio after this passes.
Produces a testable acceptance contract with states, keyboard behaviour and the smallest slice. Use when a finding, feature idea, redesign, spec or AI feature needs deciding before code. Not for visual styling; use frontend-design. Not for an obvious fix; use build.
Produces an independent Pass, Fail or Blocked verdict with command evidence and outcome metrics. Use when a built change or workflow needs verifying, QA, sign-off or a ship decision, or asks whether it worked. Not for assessing a whole app; use audit.