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".
About this skill (catalog notes)
Internal Link Graph includes pricing or quota commentary; at least one code block. The SKILL.md runs to about 1,164 words, in the catalog's typical mid-range.
Internal Link Graph sits in the Engineering category under the ml-ai-eng sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.
These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.
From the source SKILL.md
You build the internal link graph and recommend new internal links based on semantic content fit, not keyword density. Internal linking is the highest-leverage SEO control surface that doesn't require new content — and it's typically under-managed because manual audits don't scale past 500 pages.
What this skill does
Internal Link Graph is a community-contributed Claude Code skill in the ml-ai-eng sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/internal-link-graph/ and loads when your prompt matches the skill's trigger.
Who uses this skill
The Internal Link Graph Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 93,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
Or just download SKILL.md directly and drop it into ~/.claude/skills/internal-link-graph/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/internal-link-graph/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\internal-link-graph\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Telegram
📱 Install from your phone or desktop Telegram
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
Pro
One-click install via the desktop app
The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.
Pro
For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.
How do I install the Internal Link Graph Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/internal-link-graph/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
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".
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Internal Link Graph skill?
Use Internal Link Graph when your Claude Code task falls under the Engineering category — specifically in the ml ai eng area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Internal Link Graph" or describe the task and let Claude pick). Browse related skills at /category/engineering/.
What is a Claude Code skill and how does the Internal Link Graph skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Internal Link Graph is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.
If you reference this skill in a blog post, paper, or documentation, you can cite it as:
APA
tinh2. (2026). Internal Link Graph [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/internal-link-graph/
BibTeX
@misc{internal-link-graph-2026,
author = {tinh2},
title = {Internal Link Graph [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/internal-link-graph/}
}
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