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Pathfinder traversal of the knowledge graph starting from a seed entity
Based on SOC occupation classification
One-command drift detection. Composes audit-list + oia-audit + audit-trend into a single primitive — finds the most recent audit in `metaharness-audit` namespace, runs a fresh audit against the current repo, diffs them via ADR-152 §3.1 similarity, and alerts when structural distance crosses `--threshold`. Iter 53 of ADR-150 deep integration.
ADR-152 — weighted similarity between two harness fingerprints (genome + score JSON). Returns overall score in [0,1] plus per-component breakdown (cosine over 9 numerics, categorical agreement over 4 enums, jaccard over agent_topology). Unblocks ADR-151 §3.2 Recommender, §3.3 Drift Detection, §3.5 Plugin Compat. Pure-TS, no `@metaharness/*` dep — preserves ADR-150's four architectural constraints.
Composite Phase-2 audit worker (ADR-150). Bundles harness oia-manifest + threat-model + mcp-scan into one timestamped audit record stored in the `metaharness-audit` memory namespace. Designed for cron-scheduled drift detection.
7-section repo readiness report from `metaharness genome <path>`. Returns repo_type / agent_topology / risk_score / mcp_surface / test_confidence / publish_readiness. Pure-read; degrades gracefully (ADR-150).
Static security scan of a harness's declared MCP surface via `harness mcp-scan <path>`. Reads `.mcp/servers.json` + `.harness/claims.json`. Pure-read, no dispatch. Exits 1 on findings at or above `--fail-on` severity.
Scaffold a custom AI agent harness via `metaharness new <name> --template <id> --host <id>`. Defaults to DRY-RUN (no writes) unless --confirm is passed. Refuses to write to the calling repo root or anywhere inside it. Honors ADR-150 architectural constraint + ruflo's "destructive-action confirmation" pattern.
| name | kg-traverse |
| description | Pathfinder traversal of the knowledge graph starting from a seed entity |
| argument-hint | <entity> [--depth N] |
| allowed-tools | mcp__claude-flow__agentdb_hierarchical-recall mcp__claude-flow__agentdb_causal-edge mcp__claude-flow__agentdb_pattern-search mcp__claude-flow__agentdb_context-synthesize Bash |
Perform pathfinder graph traversal starting from a seed entity. Expands outward through causal edges, scores paths by relevance, and prunes low-similarity branches.
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.
mcp__claude-flow__agentdb_hierarchical-recall to look up the target entity by namemcp__claude-flow__agentdb_causal-edge to find all edges connected to the seed entity, then recursively expand outward to the specified depth (default: 3)cumulative_score = product(edge_weight * keyword_similarity(query, node)) using mcp__claude-flow__agentdb_pattern-search (the semanticRouter controller is enabled: false in current AgentDB builds; pattern-search is the available substitute and works fine for entity-name + relation-type keyword matches — see ruvnet/ruflo#2049). For higher-fidelity semantic similarity, callers can fall back to mcp__claude-flow__embeddings_generate + manual cosine, but that's not required for step 3 to function.mcp__claude-flow__agentdb_context-synthesize to combine the top paths into a coherent summarynpx @claude-flow/cli@latest memory search --query "relations for ENTITY_NAME" --namespace knowledge-graph