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graph

Analyze and visualize knowledge graph structure from interconnected Markdown notes.

20|5|Updated Nov 18, 2025
Search Tags:#note-taking#knowledge graph#connections#visualization#synthesis#graph analysis
One-click install
npx skills add https://github.com/zby/llm-do --skill graph-zby
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: graph
Source: https://github.com/zby/llm-do/tree/main/arscontexta/skills/arscontexta-graph
Command: npx skills add https://github.com/zby/llm-do --skill graph-zby

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps you understand the structure and health of your knowledge graph, revealing connections, identifying critical nodes, and uncovering synthesis opportunities.

Core Features & Use Cases

  • Graph Health Report: Get metrics on density, orphans, and coverage.
  • Find Synthesis Opportunities: Discover pairs of notes that could be connected.
  • Identify Bridge Notes: Pinpoint structurally critical notes.
  • Discover Clusters: Understand connected components and topic boundaries.
  • Rank Hubs & Authorities: Identify the most influential notes.
  • Traversal: Explore forward and backward links from a specific note.
  • Query: Search notes based on specific YAML fields.
  • Use Case: You've written many notes on different topics. Use /graph health to see how well-connected they are, then /graph triangles to find pairs of notes that share a common reference but don't link to each other, suggesting potential new connections.

Quick Start

Run /graph health to get a full report on your knowledge graph's structure.

Frequently Asked Questions about graph

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

FAQPage Schema
How do I analyze the structure of my Markdown knowledge graph?▼

To analyze a Markdown knowledge graph, this Skill processes interconnected notes with wiki-style links to provide a health report, measuring density, orphans, and coverage to reveal structural insights.

How can I find synthesis opportunities in my interconnected notes?▼

Finding synthesis opportunities in interconnected notes is done by detecting triangles, which identifies pairs of notes sharing a common reference but lacking a direct link to each other.

What is the best way to identify critical bridge nodes in a wiki-style note graph?▼

Identifying critical bridge nodes in a wiki-style note graph involves pinpointing structurally essential notes that connect different topic clusters or connected components.

Do I need specific YAML fields to query my Markdown knowledge graph?▼

Querying your Markdown knowledge graph by specific YAML fields is fully supported, allowing you to search and filter notes based on structured metadata within the files.

How do I discover topic clusters and rank influential hubs in my notes?▼

Discovering topic clusters and ranking influential hubs involves analyzing connected components to find boundaries, then scoring notes to identify the most authoritative nodes.

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