A Single LLM Rewrite Suffices to Eliminate Skill Collisions in AI Agents
A production agent's manual skill description tuning was automated using a pipeline driven by a single LLM rewrite. The result reached F1 79.2%, matching manual 79.4% within the noise floor, while slashing per-skill engineering time from 120 to 3.8 m...