KG Traverse
Skill Verified ActivePathfinder traversal of the knowledge graph starting from a seed entity
To explore and understand relationships within a knowledge graph by traversing paths from a starting entity, enabling impact analysis and dependency chain discovery.
Features
- Pathfinder graph traversal
- Seed entity lookup
- Recursive expansion to specified depth
- Path relevance scoring
- Low-similarity branch pruning
- Coherent summary synthesis
Use Cases
- Exploring dependencies and impact of a specific entity
- Discovering indirect relationships within a knowledge graph
- Understanding code structure and component dependencies
Non-Goals
- Performing arbitrary graph mutations
- Providing a general-purpose graph database interface
- Replacing a full-fledged graph visualization tool
Workflow
- Seed the target entity
- Expand outward through causal edges to specified depth
- Score each path by cumulative relevance
- Prune paths with scores below 0.3
- Rank remaining paths by score
- Synthesize top paths into a summary
- Report top 10 paths with details
Practices
- Knowledge graph traversal
- Path analysis
- Information synthesis
Prerequisites
- Access to the agentdb MCP tools
Documentation
- info:Configuration & parameter referenceThe SKILL.md mentions an optional `--depth N` argument but does not explicitly document its default value or provide a full parameter reference.
Code Execution
- info:ValidationThe skill mentions optional arguments like `--depth N`, but there is no explicit mention of schema validation for inputs or outputs.
- info:Error HandlingThe skill describes a workflow with multiple steps, but the handling of errors and specific recovery paths for each step is not detailed.
Install
- info:Installation instructionThe README provides installation instructions for the broader Ruflo project and its plugins, but a specific, copy-pasteable invocation example for this particular skill is not immediately visible in the SKILL.md.
Errors
- info:Actionable error messagesWhile the workflow is detailed, specific error messages and recovery steps for each stage are not explicitly documented.
Practical Utility
- info:Usage examplesThe SKILL.md provides a CLI alternative example but lacks specific, end-to-end code examples demonstrating the skill's invocation and observable outcome within Claude Code.
- info:Edge casesThe skill's workflow describes the steps, but explicit documentation of failure modes, limitations, and recovery steps for each stage is not provided.
Safety
- info:Halt on unexpected stateThe workflow implies a sequence of operations, but explicit preconditions and documented behavior for halting on unexpected states are not detailed.
Installation
First, add the marketplace
/plugin marketplace add ruvnet/ruflo/plugin install ruflo-knowledge-graph@rufloQuality Score
VerifiedTrust Signals
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