kg-traverse

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Original

English

🇨🇳

Translation

Chinese

KG Traverse

知识图谱遍历（KG Traverse）

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

执行从种子实体开始的路径查找图遍历。通过因果边向外扩展，按相关性为路径评分，并修剪低相似度分支。

When to use

使用场景

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.

当你需要从特定实体出发探索知识图谱时——查找依赖于它的内容、它所依赖的内容，或者发现间接关系。适用于影响分析、依赖链梳理和代码结构理解。

Steps

步骤

Seed -- call
```
mcp__claude-flow__agentdb_hierarchical-recall
```
to look up the target entity by name
Expand -- call
```
mcp__claude-flow__agentdb_causal-edge
```
to find all edges connected to the seed entity, then recursively expand outward to the specified depth (default: 3)

Score -- for each path, compute relevance:

cumulative_score = product(edge_weight * semantic_similarity(query, node))

using

mcp__claude-flow__agentdb_semantic-route

for similarity

Prune -- remove paths with cumulative score below 0.3
Rank -- sort remaining paths by cumulative score descending
Synthesize -- call
```
mcp__claude-flow__agentdb_context-synthesize
```
to combine the top paths into a coherent summary
Report -- display the top 10 paths with: path (entity chain), relation types, cumulative score, and synthesized context

种子实体——调用
```
mcp__claude-flow__agentdb_hierarchical-recall
```
，通过名称查找目标实体
扩展——调用
```
mcp__claude-flow__agentdb_causal-edge
```
，找到与种子实体相连的所有边，然后递归向外扩展至指定深度（默认：3）

评分——对每条路径计算相关性：

cumulative_score = product(edge_weight * semantic_similarity(query, node))

，使用

mcp__claude-flow__agentdb_semantic-route

计算相似度

修剪——移除累积评分低于0.3的路径
排序——将剩余路径按累积评分降序排列
合成——调用
```
mcp__claude-flow__agentdb_context-synthesize
```
，将排名靠前的路径整合成连贯的摘要
报告——展示排名前10的路径，包含：路径（实体链）、关系类型、累积评分和合成上下文

CLI alternative

CLI替代方案

bash

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

bash

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