KG Traverse

Perform pathfinder graph traversal starting from a seed entity. Expands outward through the graph's edges, scores paths by relevance, and prunes low-scoring branches.

When to use

When you need to explore the knowledge graph starting from a specific entity -- finding what depends on it, what it depends on, or discovering indirect relationships. Useful for impact analysis, dependency chains, and understanding code structure.

Steps

1. Seed -- call mcp__plugin_ruflo-core_ruflo__agentdb_hierarchical-recall to look up the target entity by name (one word is the most reliable query: the recall matches the whole query as a substring). Graph node ids are domain-prefixed, for example entity:router-account.
2. Expand -- call mcp__plugin_ruflo-core_ruflo__agentdb_graph-query with { nodeId: "entity:NAME", mode: "k-hop", depth: N } (default depth 3, the SQL path applies at most 3 and reports appliedDepth and truncated; add relation to filter by relation type). agentdb_causal-edge only records an edge, never use it to read one.
3. Score and rank -- call mcp__plugin_ruflo-core_ruflo__agentdb_graph-pathfinder with { seedNodeId: "entity:NAME", query: "<what the user wants to know>", depth: N, threshold: 0.3, topK: 10 }. It expands from the seed, scores each path by cumulative relevance, drops paths under the threshold and returns the top paths. If it returns nothing useful, score the k-hop neighbours yourself with mcp__plugin_ruflo-core_ruflo__agentdb_pattern-search on entity names and relation types (the semanticRouter controller is enabled: false in current AgentDB builds; see ruvnet/ruflo#2049).
4. Synthesize -- write the summary yourself from the returned paths. Do not call agentdb_context-synthesize: it summarizes validated task episodes and answers no-eligible-episodes for entity records written by kg-extract.
5. Report -- display the top 10 paths with: path (entity chain), relation types, cumulative score, and your summary.

When the graph cannot be read

With CLAUDE_FLOW_ENCRYPT_AT_REST=1 the graph read tools answer graph_edges DB is encrypted at rest (RFE1) (#2889, #4135): edges recorded by kg-extract are stored but cannot be read back yet. Say so in the report. Your data is intact: do not run memory init. Fall back to the entity records only (agentdb_hierarchical-recall) and tell the user that relations are unavailable. An agentdb_causal-edge result with readable: false already warns about this at write time.

CLI alternative

npx @claude-flow/cli@latest memory search --query "relations for ENTITY_NAME" --namespace knowledge-graph