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07-02Practical AI

Write the brief the task actually needs.

Give the assistant a clear result, relevant material and a useful output shape, then revise the part that missed.

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A silver prompt-assembly jig aligns distinct ivory instruction plates around a violet output tile, with separate empty slots for unresolved facts.
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02/06Your place
in this path
5minA focused
read
~14minPut the idea
into practice
3Questions to
check your thinking

The idea, in plain English

Start here.

A useful prompt explains what you want, supplies the context that changes the answer and describes important output requirements or boundaries. Add an example when it clarifies the desired pattern. You do not need a long formula or magic role. Review the result against the brief and correct the specific gap; clarity improves steerability, not guaranteed truth.

‘Write a great update’ leaves the assistant to guess the reader, source and meaning of great. ‘Turn these display-setup notes into a short handover for a new volunteer; keep confirmed facts and open questions separate’ gives the work a clear purpose and a result you can inspect.

Task brief

A plain-language description of the useful result you want, including relevant audience, material and requirements.

Source boundary

Which material the answer should use for its factual content, and how to handle information that is missing or outside that material.

Output format

The shape that makes the result useful, such as a short notice, a comparison table or an ordered procedure.

Iteration

A focused revision after inspecting the result, followed by another check against the original goal and source.

Name the result and the reader

Start with an action and deliverable: summarize the notes, draft a handover, compare the supplied options or explain a term. Say who will use the result when that changes its detail or vocabulary. A new volunteer needs different background from someone who assembled the display yesterday.

Use only the structure that helps. A short rewrite may need one sentence of instruction. A reusable workflow may need more context, requirements and checks. OpenAI’s current prompting guidance explicitly says there is no required rigid formula. Longer is not automatically better, and a role such as ‘expert editor’ does not create real expertise or access to missing facts.

Provide the material and the boundaries

Supply the relevant notes and say what the assistant should take from them. Mark source material clearly so it is distinguishable from your task instructions. Keep the dates or conditions that must remain intact visible in the brief. Delimiters help communicate structure; they are not a guarantee that every system will interpret every document perfectly.

If the task is a source-only transformation, say how to handle missing facts. In the fictional setup notes, delivery of a missing panel is not confirmed. Ask for that as an open question, rather than inviting a guessed delivery promise. Include the information needed for this task and use material the chosen tool is permitted to process; adding every available document can make the brief less focused.

MAKE THE CONNECTION

Fit the brief to the job.

A silver prompt jig aligns a task-and-reader plate, source notes and a useful output-format plate. Two unfilled delivery and owner slots remain open beside the assembled draft.
Original fictional display-handover brief. Task, source boundary and output shape align in a prompt jig; the missing delivery and owner stay open. This is a communication model, not a guaranteed prompting formula.

Choose a format and show a pattern when useful

Pick the format for the next person’s job. A handover table can separate confirmed progress, source detail and questions. A process may need ordered steps. A notice may need a short paragraph. Specify the fields that matter rather than asking for an elaborate format with no practical use.

A small example can clarify an ambiguous style or structure. Make clear whether it is a formatting example or factual material so its sample names and dates are not imported into the result. You do not need a universal number of examples or a perfect word count. Use a length boundary for readability, then check whether the important meaning survived.

Revise the specific mismatch and check again

Compare the first result with the brief. If it invents delivery, point to the unsupported statement and ask for the gap to remain open. If it is too technical for the volunteer, ask for ordinary language while preserving the facts. A focused correction is more informative than ‘make it better.’

Recheck the whole revised output so a successful edit does not hide a new omission elsewhere. Keep the source, prompt version and useful review notes when the task will recur. If the problem is unavailable evidence or an unsuitable tool, adding more prompt wording may not solve it. Diagnose the missing ingredient instead of treating every failure as a need for a longer template.

SEE IT IN PRACTICE

A handover prompt with a visible gap

Original fictional notes: display stand assembled; one panel missing; setup planned for Friday; panel delivery unconfirmed. Practice prompt: ‘Turn these notes into a brief handover for a new volunteer. Use only the supplied facts. Make a table with Confirmed and Open questions. Keep Friday as the planned setup date, do not invent delivery or an owner, and flag information needing confirmation. Return a draft for review.’

A handover prompt with a visible gap
Prompt partWhat it contributesWhat to inspect
Brief handover for a new volunteerTask and audienceCan someone new understand the setup status?
Use only the supplied factsSource boundaryNo invented delivery, owner or commitment.
Confirmed / Open questionsUseful output shapeThe missing panel and unconfirmed delivery remain visible.
Draft for reviewUse contextThe result is inspectable before it is used.

Put it into practice

Repair a vague request

Rewrite ‘Make a professional setup update’ using the fictional display notes. An initial result wrongly says the missing panel will arrive Friday and assigns it to a named owner not in the notes.

  1. Name the deliverable and its intended reader.
  2. Include the relevant notes and a source-only boundary.
  3. Choose a format that keeps confirmed facts and open questions distinguishable.
  4. Write a targeted follow-up correcting the invented delivery and owner.
  5. State what you will recheck in the revised output.

Keep your working notes in your own document. This page saves only your completion check, not your answers or customer data.

Check your understanding

Make the call.

Choose an answer for each question. Then compare the reasoning.

1. Which prompt detail matters when the reader is new?
2. The notes do not confirm delivery. What should the prompt request?
3. What is a useful response to one invented owner?
Take it with you

You have a useful next step.

  • State the useful result and relevant reader.
  • Provide the necessary material, boundaries and output shape.
  • Correct a specific gap and recheck the complete result.

Completion is your own learning record. Quiz scores and practice checks are saved separately, on this browser.

Sources & context

The sources below explain the factual foundations and editorial methods used in this lesson. Worked examples, planning models and exercises are illustrative teaching material.

  1. OpenAI: Prompting

    Current primary guidance on goals, relevant context, output, boundaries and focused follow-ups without a rigid required template.

  2. OpenAI: Safety best practices

    Previously reviewed primary guidance on context, limitations and human inspection with original material. No claim that delimiters guarantee instruction isolation.

Reviewed