Overlays That Speak: Conversational Phrasing For Every Operation

People do not ask their LLMs for POST /v1/refunds. They ask “can I give a partial refund instead of refunding the whole charge?” And when they hand the work to an agent they do not say PostRefunds, they say “refund $20 of that payment.” Every operation we have indexed has a path, a method, a summary and a pile of parameters. None of them have the words people actually use when they go looking for what that operation does.