juhas96

Behavioral guardrails for implementation, review, and refactor work. Use when writing or changing code to surface assumptions, prefer the simplest solution, keep diffs surgical, and define concrete verification before claiming success.

Repository understanding and hierarchical codemap generation. Use when mapping an unfamiliar codebase, creating repository documentation, or refreshing codemap.md files after structural changes.

Build, update, query, and navigate graphify knowledge graphs in pi. Use for codebase/corpus architecture questions, /graphify requests, GRAPH_REPORT.md, graph.json, wiki navigation, graph freshness, clone/merge-graphs, MCP graph access, or turning code/docs/papers/images/audio/video into a persistent graph.