Turn a request into an eval-ready prompt spec
Convert a vague request into a prompt spec that can be tested before rollout.
A director asks for a prompt that flags risky customers before renewal. The request is urgent, but "risky" is undefined and no one has named the source of truth. SMART prompt spec: objective, inputs, constraints, checks, owner, time window The common shortcut is writing the prompt immediately, then discovering during review that each stakeholder meant a different kind of risk. Before "Review accounts and flag risky customers." After Objective: identify renewal accounts needing CS action this week. Inputs: CRM notes and support tickets only. Risk definition: renewal in 90 days plus negative executive sentiment or unresolved Sev1. Output: account, reason,…
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