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Prompt like an Operator

Write a clear request and improve it after checking the result.

Visual lesson1:44

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Prompt like an Operator

Write a clear request and improve it after checking the result.

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Source-based teaching example · Fictional data · Reviewed 2026-10-03. Microsoft Mark · locally synthesized. On a small screen, use fullscreen for diagram details or read the transcript.

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0:00 · What you will learn

Write a clear request and improve it after checking the result.

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Write a clear request and improve it after checking the result.

0:06 · The idea

Tell the assistant the situation, the task, the rules and the source facts. Inspect its draft for a specific failure. Change an instruction to address that failure, then check the new draft.

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Tell the assistant the situation, the task, the rules and the source facts. Inspect its draft for a specific failure. Change an instruction to address that failure, then check the new draft.

0:22 · One useful term

CTSE. Context, Task, Standards and Evidence: the situation, job, rules and source facts.

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Context, Task, Standards and Evidence: the situation, job, rules and source facts.

0:34 · A worked example

A draft says an untested AI trial cut processing time by 40 percent. The source gives no measured savings. Replace that claim with a proposal to measure processing time during the trial.

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A draft says an untested AI trial cut processing time by 40 percent. The source gives no measured savings. Replace that claim with a proposal to measure processing time during the trial.

0:49 · Your turn to think

Does rewriting the prompt guarantee the next draft is correct? Pause and decide before continuing.

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Does rewriting the prompt guarantee the next draft is correct? Pause the video if you need more time.

1:06 · Why this answer works

No. Better instructions may help. You must still check the result against the evidence.

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No. Better instructions may help. You must still check the result against the evidence.

1:16 · Check 1

State the audience and output.

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State the audience and output.

1:21 · Check 2

Keep plans different from results.

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Keep plans different from results.

1:26 · Check 3

Explain which observed error your revision addresses.

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Explain which observed error your revision addresses.

1:32 · Now try a different case

Open the lesson and try its different practice case. Use every check in the full task. Watching alone does not mark the lesson complete.

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Open the lesson Try the new case Check and revise The full task and its requirements are in the linked lesson.

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