How does this skill differ from a standard search?

Standard searches often provide top-level results based on similarity; this skill performs a deep traversal, following links between memories and entities to find context that is logically connected but semantically distant.

What is the Forgetful MCP used for?

Forgetful MCP is a system that stores knowledge as an interconnected graph of memories and entities, allowing Claude to recall context and relationships over time.

Does this skill work across different projects?

Yes, it can investigate connections and relationships across various project IDs stored within the Forgetful knowledge graph.

Can I limit the depth of the graph exploration?

Yes, the skill supports shallow (phases 1-2), medium (phases 1-4), and deep (all phases) exploration to balance thoroughness with token efficiency.

Knowledge Graph Explorer

Name: Knowledge Graph Explorer
Author: ScottRBK

byScottRBK

•

Productivity & Workflow

Traverses the Forgetful MCP knowledge graph to retrieve deep, interconnected context across memories, entities, and projects.

The Knowledge Graph Explorer skill empowers Claude to perform multi-phase traversals of the Forgetful MCP system, moving beyond simple keyword searches to uncover hidden connections between memories and entities. By mapping relationships and exploring linked artifacts, this skill provides a comprehensive understanding of complex topics, previous decisions, and cross-project patterns. It is particularly useful when starting complex work that spans multiple domains or when you need a holistic view of how specific concepts connect across your entire workspace.

Key Features

01Efficiency controls to manage token budgets and prevent traversal cycles

02Automated entity discovery and relationship mapping

03Adjustable exploration depth from shallow summaries to full graph mapping

049 GitHub stars

05Multi-hop traversal of semantic knowledge graphs

06Cross-project context retrieval via memory-link analysis

Use Cases

01Investigating how specific architectural concepts or entities connect across different codebases

02Starting complex development tasks that require understanding legacy decisions across multiple topics

03Performing deep-dive 'what do you know about X' queries to gather comprehensive domain context

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add scottrbk/context-hub-plugin exploring-knowledge-graph

For use in Claude.ai and ChatGPT

Download Skill