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AFI Operations Group

Resources / AI & Productivity

AI-02

Prompt Spec for Repeatable Ops Tasks

Turn a recurring AI request into a reusable task specification with inputs, limits, and acceptance checks. — method, worked example, fillable working sheet, and closeout.

What’s free

A four-page tool: method with worked example, fillable prompt spec, and closeout. Direct download — no email gate.

How to use this week

1) Define one narrow task and its reader. 2) List required inputs and prohibited inferences. 3) Specify the output fields and the human reviewer. 4) Test a normal case, a missing-input case, and a conflicting-input case.

Direct downloads

No email gate. Files download immediately.

For personal or internal business operations use. Not for resale. Not professional financial, tax, medical, or investment advice.

First-step files are short staging artifacts. AFI Ops may replace them with approved binaries before any production release.

Deeper pathways

AI Workflow Buildout and SOP-in-a-Box are the pathways when a passing spec should become a controlled workflow. No prices; contact AFI.

Related solutions

  • SOP-in-a-Box — Turn recurring work into repeatable SOPs your team can follow without tribal knowledge.
  • AI Workflow Buildout — Design AI-assisted workflows with triage, HITL controls, and measurable ops outcomes.

Need help putting this in place?

Contact AFI to talk through fit. No prices are listed here.

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