Building Profiles That AI Agents Can Search and Reason Over

As AI agents become the primary interface for discovery and opportunity matching, user profiles must evolve from static human-readable documents to dynamic semantic surfaces that agents actively search, update, and reason over. Opportunity Skill automates this transformation by continuously updating profiles based on user interactions rather than manual edits, enabling AI agents to discover, analyze, and intelligently match users in real time.