From Vague Prompt to Delegation Brief
Transform a vague AI prompt into a brief with outcome, context, constraints, and verification.
The same renewal email task, briefed two ways. Before: "Make this better." Fast to type, expensive to review. After: outcome, audience, role, constraints, and check are visible before the model writes. Outcome got specific: "improve renewal email clarity" beats "make better" because the model knows what quality means. Role was bounded: editor, not deal strategist. That prevents the model from changing the offer or inventing negotiation moves. Constraints protected trust: keep facts and offer unchanged, stay under 170 words, flag claims needing evidence. Review got faster: the output includes a claims list, so Leo checks risk instead of rereading every…
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