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Switch the matrix prompt to 'explain GitHub workflow in 1000 words' and raise the harness bodies' max_tokens from 64 to 2048 so every provider produces a realistic ~1k-word completion. Cost validation (API recompute and raw-SQL store audit) then runs on token counts of the same order as real traffic instead of a one-word pong.