スキル geo-fundamentals
📦

geo-fundamentals

安全

Optimize Content for AI Search Engines

This skill helps content creators optimize their web pages for AI-powered search engines like ChatGPT, Claude, and Perplexity to increase citation rates in AI-generated responses.

対応: Claude Codex Code(CC)
🥉 74 ブロンズ
1

スキルZIPをダウンロード

2

Claudeでアップロード

設定 → 機能 → スキル → スキルをアップロードへ移動

3

オンにして利用開始

テストする

「geo-fundamentals」を使用しています。 python scripts/geo_checker.py ./my-website

期待される結果:

GEO CHECKER - AI Citation Readiness Audit
Project: /path/to/my-website
Found 5 public pages to analyze
[OK] index.html: 75%
[OK] about.html: 80%
[!] contact.html: 55%
AVERAGE GEO SCORE: 70%
[OK] Good - Some improvements recommended

「geo-fundamentals」を使用しています。 Check my blog for GEO elements

期待される結果:

Analysis shows your blog has:
- JSON-LD structured data: YES
- Author attribution: YES
- Publication dates: YES
- FAQ schema: NO
Recommendation: Add FAQ schema to increase citation probability in AI responses.

セキュリティ監査

安全
v1 • 2/25/2026

Static analysis flagged potential issues (external_commands, weak cryptographic algorithm) but manual review confirms these are false positives. The skill is documentation about GEO (Generative Engine Optimization) with a read-only Python script that analyzes local HTML/JSX/TSX files. No network requests, no command injection vectors, no cryptographic code present.

2
スキャンされたファイル
452
解析された行数
2
検出結果
1
総監査数

高リスクの問題 (1)

SKILL.md:3SKILL.md:66SKILL.md:161
Weak Cryptographic Algorithm (False Positive)
Scanner flagged 'weak cryptographic algorithm' at SKILL.md lines 3, 66, 161. Manual review confirms NO cryptographic code exists. Lines contain only documentation text (YAML frontmatter, table content). This is a false positive from pattern matching.
中リスクの問題 (1)
SKILL.md:157
External Commands (False Positive)
Scanner flagged 'Ruby/shell backtick execution' at SKILL.md:157. Manual review shows this is documentation showing a Python command: 'python scripts/geo_checker.py <project_path>'. No actual command execution.
監査者: claude

品質スコア

45
アーキテクチャ
100
保守性
85
コンテンツ
50
コミュニティ
90
セキュリティ
91
仕様準拠

作れるもの

Web Content Audit

Run the geo_checker.py script on a project to analyze public-facing pages for AI optimization gaps.

SEO Team Workflow

Integrate GEO analysis into existing SEO workflows to ensure content is ready for AI engines.

Pre-Publish Review

Check new web pages for GEO elements before publishing to maximize AI citation potential.

これらのプロンプトを試す

Analyze My Website 
Use the geo-fundamentals skill to audit my website at [PROJECT_PATH]. Check for structured data, author info, dates, and FAQ sections.
GEO Score Check 
Run the geo_checker.py script to get an average GEO score for my project. What elements are missing?
Improve AI Citations 
Based on the GEO audit results, suggest specific changes to improve AI citation rates for my content.
Check Structured Data 
Verify if my web pages contain proper JSON-LD structured data for Article, FAQPage, and Organization schemas.

ベストプラクティス

  • Include structured data (JSON-LD) with Article and FAQPage schemas
  • Add clear author attribution with credentials
  • Include publication and modification dates
  • Use question-based headings and direct answer patterns

回避

  • Publishing content without dates or author info
  • Using thin content without original data or statistics
  • Skipping structured data markup for AI engines
  • Failing to add FAQ sections for direct answer extraction

よくある質問

What is GEO?
GEO (Generative Engine Optimization) is the practice of optimizing content for AI-powered search engines like ChatGPT, Claude, and Perplexity to increase the likelihood of being cited in AI-generated responses.
What does geo_checker.py analyze?
It analyzes HTML, JSX, and TSX files for GEO elements including structured data, author info, publication dates, FAQ sections, and heading structure.
Does this skill write or modify files?
No, the geo_checker.py script is read-only. It only reads and analyzes files without making any modifications.
What is a good GEO score?
A score of 60% or above is considered passing. Scores above 80% indicate excellent optimization for AI citation.
Which AI engines does this support?
The skill targets optimization for ChatGPT, Claude, Perplexity, and Gemini - the major AI-powered search engines.
Does blocking AI crawlers affect GEO?
Yes, if you block AI crawlers (like GPTBot or Claude-Web) in robots.txt, your content will not be indexed by those AI engines and cannot be cited in responses.

開発者の詳細

作成者

sickn33

ライセンス

MIT

リポジトリ

https://github.com/sickn33/antigravity-awesome-skills/tree/main/skills/geo-fundamentals

参照

main

ファイル構成

📁 scripts/

📄 geo_checker.py

📄 SKILL.md