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Add independent validation suite and API runner - #4
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…live report runner
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Prepare validation without Machina data: 30 labeled synthetic cases spanning objective rules, ambiguity and instruction injection, covering Choice, Score and Noul. A deterministic baseline checks labels before any API call. The runner defaults to offline mode; an explicit provider enables 30 evaluations and writes per-case and per-group results, latency, token coverage and reproducibility metadata.
Offline baseline: 30/30. Existing suite: 244 passed. No live model evaluation was possible because no supported API credential is configured in the execution environment. Synthetic cases are contract checks, not real-world quality evidence. Instructions explain using an existing environment credential without sharing it.