Sort prompt components into role, examples, and output-contract sections.
Sort each prompt ingredient into the section that gives it the right authority. Role and authority Examples and boundaries Output contract Domain persona and decision lens role Claims the model must not make Two gold-standard input-output pairs examples Near-miss example with label Required response fields output Length and format limits Prompt sectioning Moved from pasted blocks to compartments with clear authority. Ask whether the item controls behavior, demonstrates a pattern, or constrains the final answer.
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