sevenlayer

Use when drafting a mathematical concept explanation for the "Proving Nothing" book — produces book-ready, dependency-aware, multimodal (Sage + manim), fact-checked material executing the Sanderson + Tao teaching method via a six-stage pipeline. Triggers include "explain <concept>", "draft the math for <concept>", "build the explanation for <concept>". Not for systems/applications prose, source ingestion, or interactive tutoring.

any input (code, docs, papers, images) → knowledge graph → clustered communities → HTML + JSON + audit report

Builds and maintains a persistent, interlinked Obsidian-compatible markdown knowledge wiki in a git repo via three operations — ingest a source into linked pages, answer a question from the accumulated wiki with citations, and lint the wiki for orphans, broken links, and contradictions. Use when the user asks to ingest or add a source into their wiki or knowledge base, init or grow such a wiki, ask what their wiki says about a topic, or lint and health-check it. Do not use for ad-hoc note-taking, code comments, or querying third-party or external wikis.