llm-discovery

Docs for AI Agents and Crawlers

Machine-readable entry points for AI agents, crawlers and low-cost documentation classification.

reference ai-crawler learn

AISYSTEMS Docs exposes several lightweight entry points so AI agents do not need to crawl every page before understanding the documentation.

Recommended entry points

  • /llms.txt for a short curated map
  • /llms-full.txt for a plain-text bundle
  • /docs.json for structured metadata
  • /sitemap.xml for search engine discovery
  • Individual pages for human-readable detail

Cheap classification fields

Each public document includes topic, audience, service area, decision stage and tags. Agents can use these fields to choose the smallest relevant document set.

Boundary

Machine-readable public docs are still public docs. They must not include secrets, internal logs, private workspace material or unapproved authority.