Productivity
Intermediate
Adversarial review — the sceptical reader
You get a draft.
Subscribers. The full prompt is part of the SMEMinds AI Playbook. See plans.
Before you use the output
Human review required.
AI output is a confident first draft, not a verified answer.
- The adversarial critique is itself AI output — check that the objections are real for your situation rather than generic procurement scepticism.
- Do not fix a criticism by inventing evidence. 'Give me a client with a before and after number' is only fixable if you actually have one.
- Some criticisms are correct but not worth acting on for this reader. Choose.
- Keep the original draft until you have compared. Revision occasionally removes something that was working.