KG operations overview
You can operate the Pulse Knowledge Graph through MCP tools, CLI commands, and health endpoints. The graph persists decisions, constraints, alternatives, learnings, entities, requirements, API contracts, tests, and bugs across agent sessions.Querying the graph
Natural-language, Cypher, decision history, contradictions, and global queries.
Consolidation
How SQLite queue entries become graph nodes and edges.
Health and monitoring
Queue depth, dead letters, decay tick freshness, and relevance scores.
Backfill and dedup
Populate the graph from existing artifacts and merge duplicate entities.