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Debate-to-Skill: Capability-Bound Process Supervision for Industrial Query-to-Agent Annotation
Industrial query-to-agent matching fails when topical relevance is mistaken for executable capability, especially on long-tail and boundary-sensitive requests. We formulate annotation as \emph{capability-bound process supervision} and instantiate it with Debate-to-Skill, which uses reusable decision
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