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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/ruvnet/ruflo --skill kg-traverse- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads kg-traverse automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
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.
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
- Seed -- call
mcp__plugin_ruflo-core_ruflo__agentdb_hierarchical-recallto look up the target entity by name - Expand -- call
mcp__plugin_ruflo-core_ruflo__agentdb_causal-edgeto 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 * keyword_similarity(query, node))usingmcp__plugin_ruflo-core_ruflo__agentdb_pattern-search(thesemanticRoutercontroller isenabled: falsein 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 tomcp__plugin_ruflo-core_ruflo__embeddings_generate+ manual cosine, but that's not required for step 3 to function. - Prune -- remove paths with cumulative score below 0.3
- Rank -- sort remaining paths by cumulative score descending
- Synthesize -- call
mcp__plugin_ruflo-core_ruflo__agentdb_context-synthesizeto 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
CLI alternative
npx @claude-flow/cli@latest memory search --query "relations for ENTITY_NAME" --namespace knowledge-graph
FAQ
What does the kg-traverse skill do?
Pathfinder traversal of the knowledge graph starting from a seed entity
How do I install kg-traverse?
Run npx skills add https://github.com/ruvnet/ruflo --skill kg-traverse in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/kg-traverse/ (personal) or .claude/skills/kg-traverse/ (project).
Which AI agents can use kg-traverse?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is kg-traverse safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains kg-traverse?
It is published by ruvnet in ruvnet/ruflo. It has 727 recorded installs.
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