Can I customize the terminology used by the skill?

Yes, the skill uses a derivation manifest to map analysis results to your specific vocabulary, such as using 'MOCs', 'Zettels', or 'Wiki' nodes.

Does this skill require an external database?

No, it performs all graph analysis directly on your local markdown files using standard shell tools and optimized scripts.

How does the 'triangles' operation help with research?

It finds 'open triadic closures'—instances where Note A links to both Note B and Note C, but B and C aren't linked. This highlights potential conceptual overlaps you haven't yet explored.

What is an 'orphan note' in this context?

An orphan note is a markdown file that has no incoming links from other notes, making it difficult to find or navigate to within your knowledge system.

What is a 'bridge note'?

A bridge note is a structurally critical file that connects two otherwise disconnected clusters of notes; losing or neglecting a bridge note can fragment your entire knowledge graph.

Knowledge Graph Analysis

Name: Knowledge Graph Analysis
Author: agenticnotetaking

byagenticnotetaking

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2,813

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学習とドキュメンテーション

Analyzes and optimizes connections within markdown-based knowledge systems to reveal structural insights and synthesis opportunities.

The Graph skill for Claude Code transforms a collection of flat markdown files into a navigable, high-value knowledge system. By applying graph theory principles to your personal notes, it identifies structural weaknesses like orphan notes and dangling links, while surfacing 'synthesis opportunities'—hidden connections between ideas that haven't been linked yet. It is an essential tool for anyone building a 'second brain' or managing complex documentation who needs to maintain a healthy, interconnected information architecture.

主な機能

01Identification of bridge notes that act as critical junctions between topics

02Structural health monitoring including link density and orphan note detection

03Synthesis discovery through triadic closure (finding unlinked notes with common parents)

04Influence ranking to identify authority nodes and high-traffic information hubs

052,813 GitHub stars

06Cluster analysis to visualize topic boundaries and information silos

ユースケース

01Auditing a personal knowledge base to find and integrate disconnected research notes

02Discovering non-obvious conceptual links between disparate projects or ideas

03Maintaining large-scale technical documentation to ensure proper cross-referencing and navigation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add agenticnotetaking/arscontexta graph

For use in Claude.ai and ChatGPT

Download Skill