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Comprehensive AEO audit for websites and documentation. Checks llms.txt, robots.txt, token counts, skill.md files, and AI traffic configuration. Use when auditing a site's readiness for AI agents.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
AEO performance benchmarking across multiple URLs. Compares scores, tracks improvements over time, and generates benchmark reports. Use when comparing AEO performance between sites or tracking optimization progress.
LLM-first SEO analysis for AI agents. Master skill with 5 sub-skills, 6 specialist agents, and 5 evidence collector scripts. Use when performing comprehensive AEO analysis, audits, or optimization.
Detects AI coding agent traffic in server logs and analytics. Identifies Claude Code, Cursor, Cline, Aider, and other agent fingerprints. Use when analyzing AI agent access patterns to documentation.
Validates llms.txt files for AI agent discoverability. Checks structure, format, required fields, and best practices per ai-visibility.org.uk specification. Use when auditing or validating llms.txt files.
Counts tokens in documentation to ensure compliance with AI context window limits. Reports token counts per page, identifies oversized content. Use when measuring documentation token counts for AEO compliance.
| name | aeo-audit |
| description | Comprehensive AEO audit for websites and documentation. Checks llms.txt, robots.txt, token counts, skill.md files, and AI traffic configuration. Use when auditing a site's readiness for AI agents. |
Performs a comprehensive Agentic Engine Optimization audit.
| Category | Weight |
|---|---|
| Discoverability | 20% |
| Parsability | 20% |
| Token Efficiency | 20% |
| Capability | 20% |
| Analytics | 20% |
# Run individual checks
python3 scripts/llms_txt_checker.py <url>
python3 scripts/robots_checker.py <url>
python3 scripts/token_counter.py <url>
python3 scripts/ai_traffic_detector.py --log-file <log>