content-graph

Construct semantic content graphs from website content index data.

3|Updated Feb 3, 2026
One-click install
npx skills add https://github.com/paolomoz/skills --skill content-graph
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: content-graph
Source: https://github.com/paolomoz/skills/tree/main/skills/content-graph
Command: npx skills add https://github.com/paolomoz/skills --skill content-graph

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps you understand the intricate relationships within your website's content, revealing hidden patterns and strategic opportunities.

Core Features & Use Cases

  • Content Architecture Mapping: Visualize how pages, topics, and entities connect.
  • Insight Generation: Identify orphan pages, hub pages, content gaps, and topic clusters.
  • Use Case: Use this Skill to analyze your blog's content, discover which articles are central to key topics, and find areas where new content is needed to fill gaps.

Quick Start

Build a semantic content graph from the provided content index file.

Frequently Asked Questions about content-graph

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

FAQPage Schema
How do I map content relationships to find orphan pages and topic clusters?

To map content relationships and find orphan pages, you construct a semantic content graph by parsing a content index to extract entities and links. This process computes graph metrics and detects clusters to reveal hidden site architecture patterns.

What is the best way to analyze site architecture for content gaps?

The best way to analyze site architecture for content gaps is constructing a semantic network from your content index. This approach maps relationships between pages and entities, computing graph metrics to detect clusters and identify where new content is needed.

Do I need a content index file to perform semantic network analysis?

Yes, you need a content index file to perform semantic network analysis. The Skill requires parsing content index data to extract entities and links, which forms the foundational data structure needed to compute graph metrics and detect topic clusters.

Can I use topic modeling to visualize how pages and entities connect?

You can use topic modeling combined with content graph construction to visualize how pages and entities connect. The Skill analyzes website content index data to build a semantic network, facilitating intelligent navigation and identifying central hub pages.

What are the limitations of content graph analysis for SEO?

Limitations of content graph analysis for SEO depend entirely on the accuracy of your content index data. If the source index lacks proper entity extraction or internal link data, the computed graph metrics and detected topic clusters will not accurately reflect true site architecture.