GEO Optimizer — AI Context Files
*GEO Optimizer by Juan Camilo Auriti â https://github.com/auriti-web-design/geo-optimizer-skill*
Install
npx skillscat add auriti-web-design/geo-optimizer-skill Install via the SkillsCat registry.
This skill provides platform-specific configuration files that enable AI coding assistants to apply consistent geographic optimization rules across different development environments. It solves the problem of fragmented or inconsistent geographic data handling by offering pre-configured context files tailored to each platform's format and limitations. Developers should use it when they need to integrate geographic optimization capabilities into their AI-assisted coding workflows across multiple platforms.
GEO Optimizer — AI Context Files
Choose the file for your platform:
| Platform | File | How to use |
|---|---|---|
| Claude Projects | ai-context/claude-project.md |
Project → Add as Knowledge |
| ChatGPT Custom GPT | ai-context/chatgpt-custom-gpt.md |
GPT Builder → System prompt (requires paid plan) |
| ChatGPT Custom Instructions | ai-context/chatgpt-instructions.md |
Settings → Personalization → Custom Instructions |
| Cursor | ai-context/cursor.mdc |
Copy to .cursor/rules/geo-optimizer.mdc |
| Windsurf | ai-context/windsurf.md |
Copy to .windsurf/rules/geo-optimizer.md |
| Kiro | ai-context/kiro-steering.md |
Copy to .kiro/steering/geo-optimizer.md |
Why different files?
Each platform has different limits and formats:
- Claude Projects: no practical limit — full context with workflow, examples, framework code
- ChatGPT Custom Instructions: 1,500 character limit per field — ultra-compressed essentials only
- ChatGPT Custom GPT: 8,000 character limit (paid plan required) — compressed but complete
- Cursor:
.mdcwith YAML frontmatter (description,globs,alwaysApply); glob activates only on matching files - Windsurf: plain
.md, no YAML frontmatter — activation configured via Windsurf UI (Always On / Glob / Manual) - Kiro: YAML frontmatter with
inclusion: fileMatch+fileMatchPatternarray; file goes in.kiro/steering/
Quick copy commands
# Claude Projects — upload via web UI (claude.ai → Projects → Add content)
# File: ai-context/claude-project.md
# ChatGPT Custom Instructions — paste content via web UI
# File: ai-context/chatgpt-instructions.md (804 chars — fits in one field)
# ChatGPT Custom GPT — paste in GPT Builder → Configure → Instructions
# File: ai-context/chatgpt-custom-gpt.md (~4,500 chars — well within 8,000 limit)
# Cursor
mkdir -p .cursor/rules
cp ~/geo-optimizer-skill/ai-context/cursor.mdc .cursor/rules/geo-optimizer.mdc
# Windsurf
mkdir -p .windsurf/rules
cp ~/geo-optimizer-skill/ai-context/windsurf.md .windsurf/rules/geo-optimizer.md
# Kiro
mkdir -p .kiro/steering
cp ~/geo-optimizer-skill/ai-context/kiro-steering.md .kiro/steering/geo-optimizer.mdFile sizes at a glance
| File | Size | Platform limit | Status |
|---|---|---|---|
claude-project.md |
~11,700 chars | No limit | ✅ Full context |
chatgpt-custom-gpt.md |
~4,500 chars | 8,000 chars | ✅ Safe |
chatgpt-instructions.md |
~800 chars | 1,500 chars/field | ✅ Fits in one field |
cursor.mdc |
~4,200 chars | No limit | ✅ Optimized format |
windsurf.md |
~4,500 chars | 12,000 chars (UI activation) | ✅ Optimized format |
kiro-steering.md |
~3,300 chars | No limit | ✅ fileMatch inclusion |
About GEO Optimizer
GEO Optimizer is a Python toolkit to make websites visible and citable by AI search engines (ChatGPT, Perplexity, Claude, Gemini). It implements the 9 GEO methods from the Princeton KDD 2024 research paper and provides 3 automation scripts:
geo_audit.py— scores your site 0–100, lists what's missinggenerate_llms_txt.py— auto-generates/llms.txtfrom your sitemapschema_injector.py— generates or injects JSON-LD schema into HTML
GEO Optimizer by Juan Camilo Auriti — https://github.com/auriti-web-design/geo-optimizer-skill
Categories
Install
npx skillscat add auriti-web-design/geo-optimizer-skill Install via the SkillsCat registry.