What data sources does the Content Graph skill use?

The skill typically parses structured content indexes like query-index.json, XML sitemaps, or CMS exports containing page paths, titles, tags, and body text.

How does it determine what a 'Hub Page' is?

It calculates centrality metrics based on inbound and outbound link density, identifying pages that serve as structural anchors for specific topic areas.

Does it create actual visual diagrams?

It generates the queryable data structure and logic for visualizations, specifically optimized for D3.js force-directed layouts.

Can this skill help improve my website's SEO?

Yes, it specifically identifies orphan pages that lack internal links and finds content gaps where topics are mentioned but lack dedicated landing pages.

Content Graph Analysis

Name: Content Graph Analysis
Author: paolomoz

bypaolomoz

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内容管理

Builds and analyzes semantic content graphs to optimize site architecture, internal linking, and content strategy.

The Content Graph skill transforms website metadata and link structures into a rich, queryable semantic network. By parsing page content, tags, and internal links, it maps relationships between nodes like pages, topics, and authors. This allows developers and content strategists to identify structural weaknesses such as orphan pages, discover high-authority hub pages, and detect natural topic clusters. Whether you are performing a content audit, planning a site migration, or building a recommendation engine, this skill provides the data intelligence needed to understand how your content truly connects.

主要功能

01Topic cluster detection using co-occurrence strength modeling

02Centrality scoring to pinpoint high-impact content hub nodes

03Automated node extraction for pages, topics, categories, and authors

04Internal link mapping to identify orphan pages and connectivity density

052 GitHub stars

06D3.js-ready data exports for interactive force-directed graph visualizations

使用场景

01Redesigning site navigation and information architecture based on topic clusters

02Conducting deep content audits to find unlinked 'orphan' pages and content gaps

03Planning large-scale site migrations by mapping content dependencies and hierarchies

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add paolomoz/skills content-graph

For use in Claude.ai and ChatGPT