Store, retrieve, and query knowledge, memory, and relationships in an Omnigraph graph, and operate a local or remote Omnigraph deployment. Use when the user wants to capture or recall facts, notes, or entities, build or query a knowledge graph or agent memory, or run Omnigraph — and whenever you see Omnigraph CLI commands (omnigraph init/query/mutate/load/schema/lint/embed/branch/commit/login/profile/cluster), .pg schema or .gq query files, s3:// graph URIs, bearer-authed graph endpoints, 504 errors, or a cluster.yaml / omnigraph.yaml / ~/.omnigraph/config.yaml. Covers cluster-mode deployments (cluster.yaml plan/apply, omnigraph-server --cluster), the two config surfaces (cluster.yaml + ~/.omnigraph/config.yaml), schema evolution, query linting, data writes (mutate; load needs --mode/--from), branches, embeddings, Cedar policy, and remote ops. Especially important before schema apply (plan first), any load (--mode required), any .gq/.pg edit (lint after), or any remote write (verify via commit list).
2026-07-06