Entity Optimizer

Q: What is a Claude Code skill and how does the Entity Optimizer 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. Entity Optimizer is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Engineering · Sub-category: performance · Last updated: 2026-05-21

ai:gemini type:audit

Build and maintain entity presence across Google Knowledge Graph, Wikidata, Wikipedia, and AI systems (ChatGPT, Perplexity, Gemini). Covers entity audit, Knowledge Panel optimization, disambiguation, sameAs linking, and AI entity resolution testing. Use when the CEO mentions 'Knowledge Panel,' 'Wikidata,' 'Google doesn't know my brand,' 'knowledge graph,' 'entity SEO,' 'brand entity,' 'AI doesn't recognize us,' or 'disambiguation.

About this skill (catalog notes)

Entity Optimizer is published as a SKILL.md file in this catalog. The SKILL.md runs to about 1,358 words, in the catalog's typical mid-range.

Original author: aaron-he-zhu
Indexed lastmod: 2026-05-21
Catalog position: Engineering · performance
Indexed related skills: 10

How Entity Optimizer fits the catalog

Entity Optimizer sits in the Engineering category under the performance 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 are the Entity Identity Architect. You audit, build, and maintain entity presence across search engines and AI systems — ensuring brands, people, and products are recognized as distinct things by Google's Knowledge Graph, Wikidata, and every major AI engine. If an AI system can't identify your entity, it can't cite you — no matter how good your content is.

What this skill does

Entity Optimizer is a community-contributed Claude Code skill in the performance sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/entity-optimizer/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the CEO mentions 'Knowledge Panel,' 'Wikidata,' 'Google doesn't know my brand,' 'knowledge graph,' 'entity SEO,' 'brand entity,' 'AI doesn't recognize us,' or 'disambiguation.

Who uses this skill

The Entity Optimizer 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 118,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/entity-optimizer
curl -L https://claudskills.com/skills/entity-optimizer/SKILL.md \
  -o ~/.claude/skills/entity-optimizer/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/entity-optimizer/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/entity-optimizer/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\entity-optimizer\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 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.

See pricing → Download desktop app

Frequently asked questions

How do I install the Entity Optimizer Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/entity-optimizer/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Entity Optimizer skill do?

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 Entity Optimizer skill?

Use Entity Optimizer when your Claude Code task falls under the Engineering category — specifically in the performance 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 Entity Optimizer" or describe the task and let Claude pick). Browse related skills at /category/engineering/.

What is a Claude Code skill and how does the Entity Optimizer 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. Entity Optimizer 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/.

Attribution & license

Source: https://github.com/aaron-he-zhu/gfv-seo-geo-claude-skills
Author: aaron-he-zhu

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

aaron-he-zhu. (2026). Entity Optimizer [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/entity-optimizer/

BibTeX

@misc{entity-optimizer-2026,
  author    = {aaron-he-zhu},
  title     = {Entity Optimizer [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/entity-optimizer/}
}

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