在 Manus 中运行任何 Skill
一键导入
一键导入
一键在 Manus 中运行任何 Skill
开始使用$pwd:
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updated:2026年4月30日 03:46
SKILL.md
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| 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_semantic-route 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 * semantic_similarity(query, node)) using mcp__claude-flow__agentdb_semantic-route for similaritymcp__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