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Build the test before the shortlist.

Turn one repeated task into a fair, reviewable evaluation brief.

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What repeated task are you evaluating?What representative input will you use?What must the output contain to be acceptable?Who reviews the result and what do they inspect?What failure should stop the test?

Evaluation brief

Build the test before the shortlist.

One repeated job
One representative input
One observable output
One accountable reviewer
One hard stop

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Evidence before endorsement.

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