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Build recurrent-training quizzes

operations officersflight dispatchersaviation content creators

Purpose

What this workflow does

Produces draft quiz material for internal recurrent training from your own approved source documents, structured for review by a qualified instructor.

Timing

When it is useful

When preparing recurrent training material and you want a first draft to review and correct rather than a blank page.

Method

Step by step

  1. 01Select the approved source material the quiz must be based on. Company approved material only.
  2. 02Define the learning objectives the quiz is meant to assess.
  3. 03Generate the draft with the prompt below.
  4. 04Have a qualified instructor review and correct every item against the source before use.
  5. 05Record which source document and revision each item was drawn from, so the quiz can be revalidated when the source changes.

Copy and use

The prompt

Draft recurrent training quiz questions from the approved source material below. This is a first draft for review by a qualified instructor, not finished training material.

APPROVED SOURCE MATERIAL:
"""
[PASTE THE APPROVED SOURCE TEXT]
"""

LEARNING OBJECTIVES:
[LIST THE OBJECTIVES THE QUIZ MUST ASSESS]

AUDIENCE: [FLIGHT DISPATCHERS / OPERATIONS OFFICERS / FLIGHT CREW]
NUMBER OF QUESTIONS: [NUMBER]

For each question provide:
- The question text
- Four options
- The correct answer
- A short rationale citing the exact passage in the source material
- Which learning objective it assesses
- A difficulty rating: recall, application or analysis

Rules:
- Use only the supplied source material. Do not draw on your own knowledge of regulations or procedures.
- Scenario questions must be realistic and must not require information not present in the source.
- At the end, list any learning objective you could not adequately assess from the supplied material, and say what additional source content would be needed.
- Mark clearly at the top that this is an unreviewed draft requiring instructor validation.

Your input

What you must provide

  • The approved company source material, pasted in full for the sections covered.
  • The learning objectives the quiz must assess.
  • The audience and the number of questions.

Before you rely on it

Verification steps

  • A qualified instructor must review and validate every item before use.
  • Confirm each rationale against the cited passage in the approved source.
  • Confirm the source document revision is current.
  • Record the source document and revision against each item for future revalidation.

Boundaries

Aviation safety limitations

  • Draft material only. It is not approved training material and must not be used as such until validated.
  • The model cannot know your approved training programme, your operations specifications or your regulatory obligations.
  • Do not paste material your company classifies as restricted into an external AI tool.
  • Generated questions are not evidence of training effectiveness and do not satisfy any recordkeeping requirement.

Verify before use · AI-generated information must always be verified against current regulations, approved manuals, official weather products and company procedures.

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