exploring-graph

Parse wiki-links to build an adjacency map and generate an insights report.

Updated Apr 5, 2026
One-click install
npx skills add https://github.com/alexanderop/vault-astro --skill exploring-graph
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: exploring-graph
Source: https://github.com/alexanderop/vault-astro/tree/main/.claude/skills/exploring-graph
Command: npx skills add https://github.com/alexanderop/vault-astro --skill exploring-graph

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you analyze and understand the structure of large knowledge graphs by mapping wiki-links, measuring connectivity, and surfacing central notes, orphan notes, and clusters.

Core Features & Use Cases

  • Build the Connection Map by parsing wiki-links from content and constructing an adjacency list.
  • Compute Metrics: outgoing, incoming, and total connections per note.
  • Identify Patterns: hub notes, orphan notes, dead ends, sources; identify clusters; map notes (MOCs); detect broken links.
  • Generate Insights Report: Produce an organized summary of the graph with overviews, hub lists, orphan lists, clusters, and connection opportunities.

Quick Start

Analyze the knowledge graph by building the connection map from wiki-links and generating an insights report.

Frequently Asked Questions about exploring-graph

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

FAQPage Schema
How do I find orphan notes and hub notes in my knowledge base?

You can identify orphan and hub notes by parsing wiki-links to build an adjacency map, then computing incoming and outgoing connection counts per note to reveal structural patterns in your knowledge graph.

What is a knowledge graph analysis and how does it map wiki-links?

Knowledge graph analysis maps wiki-links by parsing content to construct an adjacency list, which measures connectivity and surfaces central notes, clusters, and broken links within document collections.

How do I generate an insights report from my project notes?

Generate an insights report by computing graph metrics like total connections and clustering, producing an organized summary of hub lists, orphan notes, and connection opportunities for your project notes.

Does this work for detecting broken links and clusters in document collections?

Yes, broken link detection and cluster identification work for document collections by building an adjacency map from wiki-links to map note relationships and flag invalid references.

What's the best way to identify MOCs and dead ends in a wiki-link graph?

The best way to identify MOCs and dead ends in a wiki-link graph is to compute incoming and outgoing link counts per note, categorizing high-traffic notes as hubs and isolated notes as dead ends.