knowledge-graph

Regenerate an interactive D3.js knowledge graph from Memory MCP data.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/SullivanXiong/dotfiles --skill knowledge-graph-sullivanxiong
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: knowledge-graph
Source: https://github.com/SullivanXiong/dotfiles/tree/main/home/.claude/skills/knowledge-graph
Command: npx skills add https://github.com/SullivanXiong/dotfiles --skill knowledge-graph-sullivanxiong

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps you visualize, update, and regenerate your personal knowledge graph, making complex information more accessible and manageable.

Core Features & Use Cases

  • Knowledge Graph Regeneration: Rebuilds an interactive D3.js visualization from your Memory MCP data.
  • Data Synchronization: Syncs context files into Memory MCP before regeneration.
  • Data Deduplication: Provides critical steps for deduplicating relations and entities to maintain data integrity.
  • Use Case: After adding new notes and contacts, you can use this Skill to refresh your knowledge graph, ensuring all new information is visually represented and interconnected.

Quick Start

Regenerate and open the interactive knowledge graph visualization from Memory MCP data.

Frequently Asked Questions about knowledge-graph

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I visualize my knowledge graph from Memory MCP data?

You can visualize your knowledge graph by regenerating an interactive D3.js view from Memory MCP data. This process synchronizes context files, deduplicates relations and entities, and opens the visualization for better information management.

What is the best way to manage duplicate entities in my knowledge graph?

Managing duplicate entities in your knowledge graph requires a data deduplication process. This skill provides critical steps to deduplicate relations and entities before regenerating the visualization to maintain data integrity.

Can I refresh my D3.js knowledge graph after adding new notes?

Yes, you can refresh your D3.js knowledge graph after adding new notes by regenerating it. The skill syncs context files into Memory MCP and rebuilds the visualization to ensure all new information is interconnected.

Does the knowledge graph visualization require D3.js to run?

The knowledge graph visualization generates a D3.js view from Memory MCP data. It operates independently without external dependencies, using internal scripts to handle the data synchronization and rendering process.

Why does my knowledge graph not show newly added contacts?

Your knowledge graph may not show newly added contacts if context files are not synced. You need to regenerate the graph to synchronize context files into Memory MCP and deduplicate relations for accurate visual representation.

When do I need to regenerate my interactive knowledge graph?

You need to regenerate your interactive knowledge graph when you want to update or refresh your data visualization. This ensures all new information is visually represented and interconnected after synchronizing your context files.