skills

Builds an API Goal Canvas from rough API, product, or workflow descriptions. Use when designing or reviewing APIs, restructuring requirements around actors, tasks, inputs, outputs, and goals, or detecting missing links, orphan records, and over-segmented request flows.

Git notes agent memory: canonical ref refs/notes/agent-memory for handoff; optional per-agent refs refs/notes/am-agents/<id> with aggregate for overlap signals.

A scientific thinking framework that treats every piece of information (user requests, agent responses, feedback, experiment interpretations) as a hypothesis to be verified through falsification-first experimentation. Use when asked to investigate, verify, debug, validate, test claims, test assumptions, analyze root causes, or when the task involves uncertainty, competing explanations, or non-obvious causality.