# Internal Link Graph Optimizer

> Analyzes internal linking structure by crawling sitemaps with Screaming Frog or Sitebulb, computing PageRank distribution via NetworkX graph algorithms, and identifying orphan pages. Recommends contextual link insertions using BM25 text matching against existing content inventory.

- Skill: `agentskillexchange/internal-link-graph-optimizer` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/internal-link-graph-optimizer`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/internal-link-graph-optimizer/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/internal-link-graph-optimizer

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# Internal Link Graph Optimizer

Analyzes internal linking structure by crawling sitemaps with Screaming Frog or Sitebulb, computing PageRank distribution via NetworkX graph algorithms, and identifying orphan pages. Recommends contextual link insertions using BM25 text matching against existing content inventory.

## Installation

Use the upstream install or setup path that matches your environment:
- Make WordPress

Basic usage or getting-started notes:
- Run WordPress entirely in your browser.
- Run WP-CLI Commands
- Advanced · May 4, 2026

- Source: https://developer.wordpress.org/

## Documentation

- https://developer.wordpress.org/

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/internal-link-graph-optimizer/)