菜单
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.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
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>