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PROMPT-DEBUGGING5 MIN READ

Spot the missing rubric

Identify absent acceptance criteria as the root cause of unproductive prompt iterations.

The team can vote, but they cannot prove which output passes. Find the missing evaluation element that caused the team to choose the wrong prompt variant. Blank rubric sheet on the table Correct. The team is comparing outputs without acceptance criteria, so preference replaces evaluation. Three AI output cards on the wall display The variants are not the problem by themselves. The issue is that no shared rubric defines which variant passes. Colored voting dots in team members' hands Voting can be useful after criteria exist. Here it is weak because the team has no acceptance standard. Creative director standing…

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