Opportunity Library Agent

What I built

• Scheduled agent that reads only sources a person approved after checking robots.txt and the terms of use.
• An LLM proposes changes, each backed by a word-for-word quote from the source page.
• Code, not the model, verifies every quote and applies eleven routing rules; the model never writes to the library.
• Safe changes go live automatically; everything else waits in an admin review queue. Students get their own read-only view.