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RECIPE BENCH / 16NO COMPANY DATAREVIEW 2026.07
Small Business Tech AIWorkflow recipe bench
REVIEWED / JULY 22, 2026

Shape the draft

Structure a prompt for a checkable output

Use context, task, constraints, format, and uncertainty instructions instead of a magic phrase.

TARGET STRUCTURE

What this guide should leave behind

A reusable prompt frame tells the system what to do, what not to invent, and how the reviewer can inspect the result.

SEQUENCE / 04

Work the boundary in this order

  1. 01

    State the role of the output in the real workflow, not a fictional expert identity.

  2. 02

    Provide only approved source material and tell the system to distinguish supplied facts from assumptions.

  3. 03

    Define the output structure, length, tone, exclusions, and required uncertainty markers.

  4. 04

    Ask for a review checklist or source map alongside the draft when the task supports it.

VISIBLE CHECKS

Foundations worth seeing

  • The source boundary is visible.
  • Invented facts are prohibited.
  • The output format is specific.
  • Uncertainty has a required treatment.