Agents
MITAgent skills
Ready-made prompts in packages/skills. MIT. Copy them into Claude, Cursor, or Codex.
These prompts assume MCP is connected. They only use observed numbers.
Audit AI crawler access
Using Vector 5
ai_traffic, list which bots crawled this site in the last 30 days, which pages they fetched, and whether robots.txt or llms.txt would block them. Propose a robots.txt allow-list for GPTBot, ClaudeBot, PerplexityBot, and OAI-SearchBot.
Cited but not clicked
Using
ai_traffic.crawl_to_referral, find pages that AI crawlers fetch but that send almost nohuman_via_aireferrals. Suggest title, schema, and first-paragraph changes so assistants are more likely to cite a clickable link.
Weekly review
Read
query_stats,sources,top_pages, andinsights. Write a founder briefing: what changed, why, and one thing to do this week. Only use observed numbers.
Collection manifest check
Fetch
/api/sites/{domain}/manifestand confirm the public claims (no cookies, no IP storage, daily hash) match the deployed tracker.
Something off? Open an issue · Edit on GitHub

