技能 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.

支援: Claude Codex Code(CC)
🥉 74 青銅
1

下載技能 ZIP

2

在 Claude 中上傳

前往 設定 → 功能 → 技能 → 上傳技能

3

開啟並開始使用

測試它

正在使用「geo-fundamentals」。 python scripts/geo_checker.py ./my-website

預期結果:

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

正在使用「geo-fundamentals」。 Check my blog for GEO elements

預期結果:

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.

安全審計

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
已掃描檔案
452
分析行數
2
發現項
1
審計總數

高風險問題 (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.
中風險問題 (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.
審計者: claude

品質評分

45
架構
100
可維護性
85
內容
50
社群
90
安全
91
規範符合性

你能建構什麼

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.

試試這些提示

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.

最佳實務

  • 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

避免

  • 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

常見問題

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.

開發者詳情

作者

sickn33

授權

MIT

儲存庫

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

引用

main

檔案結構

📁 scripts/

📄 geo_checker.py

📄 SKILL.md