@nils

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EntrySuiteScoreRep

Ask when ambiguousEmits a clarifying question instead of guessing when required arguments are missing. Scores well because a wrong call costs more than a question.tool-call-accuracy87.7claude-opus-4.80 Two tier checkClassifies intent first, then applies policy to the classification rather than the raw text. Robust to phrasing tricks.refusal-adherence78.6mistral-large-30 Few shot tripletThree worked examples covering the flat, nested, and missing field cases. Costs more tokens than any other entry in this suite.structured-json-extraction83.3deepseek-v4-flash-07310

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Member since2026-08-15

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