internal-link-graph
Build the internal link graph for a site, run PageRank-style authority distribution, detect orphan pages, and recommend new internal links via embedding-based semantic similarity (not keyword matching). Crawls the site (sitemap-driven, respects robots), extracts internal links per page, constructs a directed NetworkX graph, computes weighted PageRank, identifies the top sources of authority sink (high-PageRank pages with too few outbound internal links) and the orphans (high-quality content with no inbound internal links). Recommends contextual links by embedding paragraphs from candidate target pages and finding semantically related passages in source pages where a natural link insertion fits. Beats Visibly AI's keyword-matching internal linking by being intent-aware. TRIGGER on "internal linking", "internal link graph", "PageRank", "orphan pages", "internal link recommendations", "site architecture", "link equity", "siloing", "topical clusters".
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Install this skill
Run this command in your terminal. No account required — it auto-detects your AI tool and installs the skill file.
npx @skills-hub-ai/cli install internal-link-graphSetup by platform
Install
One-click setup for your editorRun in your project root
npx @skills-hub-ai/cli install internal-link-graph --target claude-codeInstructions
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Frequently asked questions about internal-link-graph
What does the internal-link-graph skill do?
Build the internal link graph for a site, run PageRank-style authority distribution, detect orphan pages, and recommend new internal links via embedding-based semantic similarity (not keyword matching). Crawls the site (sitemap-driven, respects robots), extracts internal links per page, constructs a directed NetworkX graph, computes weighted PageRank, identifies the top sources of authority sink (high-PageRank pages with too few outbound internal links) and the orphans (high-quality content with no inbound internal links). Recommends contextual links by embedding paragraphs from candidate target pages and finding semantically related passages in source pages where a natural link insertion fits. Beats Visibly AI's keyword-matching internal linking by being intent-aware. TRIGGER on "internal linking", "internal link graph", "PageRank", "orphan pages", "internal link recommendations", "site architecture", "link equity", "siloing", "topical clusters". It's a reusable SKILL.md instruction set that loads into your AI coding assistant on demand, no prompt engineering, no copy-pasting every session.
How do I install the internal-link-graph skill?
Run `npx @skills-hub-ai/cli install internal-link-graph` from your terminal. The CLI writes the SKILL.md to the correct location for your AI tool (e.g. ~/.claude/skills/internal-link-graph/ for Claude Code or ~/.cursor/skills/ for Cursor with --target cursor) and adds it to your project's .skills.json lockfile.
Which AI tools does internal-link-graph work with?
internal-link-graph runs in Claude Code. It follows the open Agent Skills standard (SKILL.md), so the same skill works in every supported tool without modification.
Is the internal-link-graph skill free?
Yes. Every skill on skills-hub.ai is free and open-source. There are no premium tiers, paywalls, or usage limits. You only pay for whatever AI assistant you're already using.
How do I use internal-link-graph after installing it?
In Claude Code, type `/internal-link-graph` (or whatever slash command the skill registers) and the AI follows the skill's instructions immediately. You can also reference it by name in natural language, your AI loads the skill into context when relevant.
Can I share the internal-link-graph skill with my team?
Yes. Commit your project's .skills.json lockfile and teammates run `npx @skills-hub-ai/cli install` (no args) to install every skill at the exact version you pinned. Organization-scoped installs work via skills-hub.ai organizations.