Sort tasks by reasoning depth
Classify workplace prompts by the amount of reasoning they require.
Sort each AI task by the reasoning depth it deserves. Direct output Compact rationale Full reasoning scaffold Explore and probe Extract the renewal date from a contract clause A single stated date needs extraction and formatting, not a reasoning scaffold. Rewrite a support reply in plain English The goal is transformation of tone and clarity, so extra reasoning would add noise. Summarize a bug triage note with evidence and uncertainty The note needs a short evidence line and uncertainty marker, but not a full investigation. Recommend a pricing change from three conflicting data sources Conflicting sources require criteria, evidence comparison,…
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