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Optimizing LLM Prompts by Removing ‘Think Step by Step’ Scaffolding

1. Delete "think step by step" from your prompts. That phrase was scaffolding that compensated for 4.6's reasoning gap. Opus 4.7 has that depth built in at high effort. Keeping it now wastes tokens AND can degrade output. Fix: raise the effort level instead.

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