The research focuses on “skill collision,” a failure mode where an agent routes a user query to the wrong specialized skill because descriptions overlap. The authors test how a single rewrite can improve description quality in production-style settings.
As enterprise agents add more tools, routing becomes a reliability problem rather than a prompt-polishing detail. Clearer skill descriptions can reduce errors before teams reach for heavier orchestration changes.