Graphify Integration

A knowledge graph turns "what will break if I change this file" from a guess into a query. Cavekit uses it only when it is available — nothing in the pipeline depends on it.

Installation (optional)

pip install graphifyy
graphify build .          # writes graphify-out/graph.json

If the file is missing, this skill returns no-ops and every caller falls back to grep + ripgrep search.

Graph shape

NetworkX node-link JSON. Nodes are symbols (functions, classes, modules).