kg_meta_model
ChatGPTRead the stored meta-model of a container, project or person: methodology patterns, resiliency metrics, or process flows depending on lens. Models are computed ahead of time (nightly on the hosted service), not on request; a scope with no stored model yet returns status "not_computed" and "computed_at" says how fresh a model is.
kg_node_create
ChatGPTCreate a knowledge node (observation, decision, problem, approach, ...). Requires an active session. New nodes start fully active. Generates an embedding for semantic search and can link to existing nodes via relates_to.
kg_node_update
ChatGPTUpdate the status or content of an existing knowledge node and reactivate it. Changing content overwrites the previous content and regenerates the embedding; if that fails the update is rejected and the node is unchanged. Requires an active session.
kg_query
ChatGPTSearch knowledge by semantic similarity, type, status, or recency. Returns nodes ranked by relevance. Use spread=true to find related nodes via spreading activation.
kg_query
ChatGPTSearch knowledge by semantic similarity, type, status, or recency. Returns nodes ranked by relevance. Use spread=true to find related nodes via spreading activation. With an active session, returned nodes are reactivated (their usage-based decay score is boosted; node content is not changed); pass read_only=true to search without changing anything.
kg_record
ChatGPTRecord an observation, decision, problem, or other knowledge artifact. Use this to capture insights that should persist across sessions.
kg_relate
ChatGPTCreate explicit relationship between two knowledge nodes.
kg_relate
ChatGPTCreate a relationship between two knowledge nodes, or reinforce it if it already exists (the edge weight increases). Both nodes are reactivated (their decay scores are boosted). Requires an active session; limited to 100 edges per session.
kg_session
ChatGPTManage session lifecycle. Start new session or get current session info.
kg_session_end
ChatGPTEnd the current session. Nodes and edges are kept; a new session must be started before further writes.
kg_session_info
ChatGPTGet details of the current session (number, start time, project, notes) and node counts by type. Read-only.
kg_session_start
ChatGPTStart a new working-memory session. Required before creating nodes or edges. Applies decay to the usage-based scores of existing nodes (node content is not changed), and can optionally create the named project (plus the default workspace records on first use) if it does not exist.
kg_status
ChatGPTGet overview of current working memory: open items, recent activity, session info.
kg_status
ChatGPTGet an overview of current working memory: open todos and problems, recent decisions and approaches, node count, and active session info. Read-only. Optionally filter by project.
kg_update
ChatGPTUpdate status or content of existing knowledge node.
kg_meta_model
Claudekg_node_create
Claudekg_node_update
Claudekg_query
Claudekg_record
Claudekg_relate
Claudekg_session
Claudekg_session_end
Claudekg_session_info
Claudekg_session_start
Claudekg_status
Claudekg_update
Claude
