grusin-db

Generate a complete, self-contained Agent Skills family for any code framework or library, so that a coding agent which only has the installed package (no source) can use the framework at full capacity. Use when asked to create skills for a framework, document a library for AI agents, build a skill pack / skill family, reverse-engineer a codebase into Agent Skills, turn a framework into something a notebook or IDE assistant can drive from just the installed wheel/jar, or author an entry-router skill plus granular capability skills. Walks an agent that HAS the source through four phases -- analyze, map to a universal capability taxonomy, generate, validate -- and emits an entry router, an always-injected workspace-instructions file, and one capability skill per domain.