Preserve formal retry evidence - #183
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Formal benchmark cohorts retain one outer retry for invalid model output without losing evidence. Every attempt contributes exact provider cost, tokens, duration, and recovered failure metadata, while authenticated cohort verification enforces the manifest allowance and exploratory screens remain configurable.