Graph Learn (/graph-learn)

Use this skill to help the user build a genuine, load-bearing mental model of a complex technical domain, specification, or codebase architecture. Skimming an AI summary of an unfamiliar topic creates an illusion of competence; walking a live prerequisite graph one unlocked layer at a time ensures every foundational invariant clicks before dependent concepts are introduced.

Core Graph Rules & Plain-Language Vocabulary

Keep all user-facing artifacts, Mermaid diagrams, and chat updates in clear, self-explanatory engineering language—never leak academic set-theory or graph jargon (such as "Knowledge Space Theory", "Hasse diagram", "surmise relation", "Outer Fringe", or $F^+(K)$) to the user: