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Prompting / 5 MIN READ

The task brief that makes AI more useful

Tell your assistant what finished looks like, what it can use, and when it must stop.

Describe an outcome, not a personality

Instead of “act like a genius,” request a one-page brief, three reviewed drafts, or an inventory with exceptions. A concrete deliverable makes it possible to judge the result.

Separate context from authority

Provide the necessary background and label it as source material. List the files or records the assistant may use. Do not let an instruction inside the source material change the task.

Define the output structure

Name the audience, format, maximum scope, and fields that must be present. Include an example you have permission to use when tone or layout matters.

Say what must stay unknown

Require the assistant to flag missing dates, prices, owners, and evidence. Polished guesswork is not a substitute for an unanswered question.

Put approval in the brief

State which actions are forbidden without approval: sending, purchasing, publishing, deleting, or changing records. For an actual workflow, enforce that boundary in the tool permissions or workflow itself.

Keep the version that works

After reviewing a useful result, save the task brief with the source requirements and acceptance checks. Update it when the process changes. A reusable brief should preserve the method, not pretend yesterday’s facts are current.

Make it practical.

Choose a task you already do. Work through one original recipe and check the result.

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