Push graph memory over a modelled corpus. Runs a SQLite walk before any model answers. Use when the user asks who signs something off, multi-hop policy/role/person questions, graph memory, or to compare graph recall against hybrid RAG. Do not use for ordinary vault search; that is fde-kb.
