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KG Traverse

技能已验证活跃

Pathfinder traversal of the knowledge graph starting from a seed entity

目的

To explore and understand relationships within a knowledge graph by traversing paths from a starting entity, enabling impact analysis and dependency chain discovery.

功能

Pathfinder graph traversal
Seed entity lookup
Recursive expansion to specified depth
Path relevance scoring
Low-similarity branch pruning
Coherent summary synthesis

使用场景

Exploring dependencies and impact of a specific entity
Discovering indirect relationships within a knowledge graph
Understanding code structure and component dependencies

非目标

Performing arbitrary graph mutations
Providing a general-purpose graph database interface
Replacing a full-fledged graph visualization tool

工作流

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

实践

Knowledge graph traversal
Path analysis
Information synthesis

先决条件

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.