Publish & Query

Write path

1. Create or select a Context Graph.
2. Create a Working Memory Knowledge Asset.
3. Write RDF quads.
4. Finalize (seal) the Knowledge Asset.
5. Query the Knowledge Asset to verify.
6. Share to Shared Working Memory when peers should see it.
7. Publish to Verifiable Memory only with explicit finality intent.

Node Skill tools:

• dkg_context_graph_create
• dkg_knowledge_asset_create
• dkg_knowledge_asset_write
• dkg_knowledge_asset_finalize
• dkg_knowledge_asset_query
• dkg_knowledge_asset_share
• dkg_knowledge_asset_publish

CLI equivalents:

dkg ka create <name> -c <context-graph-id> --input-file <rdf-file> --share
dkg ka publish-async <name> -c <context-graph-id>

Use the one-shot CLI form only for create/write/finalize/share into SWM. VM publish remains explicit and operates on the named KA after it is fully shared.

Query path

• Use memory_search for recall (dkg_memory_search on the MCP runtime).
• Use dkg_query for SPARQL.
• Use GRAPH ?g { ... } for sub-graph-routed data.