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PROMPT-ENGINEERING-ADVANCED5 MIN READ

Sort the Task: Direct, Reason, or Chain

Choose between direct prompting, reasoning scaffolds, and prompt chains based on task complexity.

Sort each task by the prompt strategy it deserves. Direct prompt Reasoning scaffold Prompt chain Rename one settings button direct Soften a short meeting invite Apply a tiered refund policy reason Reconcile two conflicting invoices Extract evidence, then answer chain Shortlist vendors across criteria Strategy selection Moved from one-size-fits-all prompting to failure-point matching. Direct is for simple edits, reasoning is for compact judgment, chain is for separable stages.

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