# Create scenario-based compliance training questions

Writes realistic workplace scenarios with answer options and explanations that test judgment, not memory of policy wording.

- Topic: Learning & Teaching
- Framework: Few-Shot
- Level: Standard
- Tags: Legal, Analyze, Fill-in Template
- Source: https://www.thinkwithprompt.com/prompts/create-scenario-based-compliance-training-questions

## Prompt

```text
Help me create scenario-based questions for compliance training.

**Topic:** [e.g. anti-bribery, data protection, insider trading, harassment, sanctions, information security]
**Audience:** [ROLES, seniority, regions]
**Policy or rule to test:** [PASTE key sections]
**Mistakes we actually see:** [from incidents, audits, or hotline reports - anonymized]
**Number of questions:** [e.g. 10]
**Format:** [multiple choice / branching scenario / discussion prompts for a live session]

For each question give:
1. **Scenario** - 3-5 sentences, set in this audience's real work, with fictional names and realistic pressures (deadlines, a senior person asking, a customer relationship at stake).
2. **Question** - what should you do?
3. **Options** - 4 choices, all plausible; wrong answers should reflect real-world rationalizations, not obviously silly choices.
4. **Correct answer and explanation** - why, citing the policy section, and what to do next (who to contact).
5. **Why the tempting wrong answer is wrong.**

Also:
- Mix difficulty: about 30% straightforward, 50% judgment calls, 20% genuinely gray areas where the right answer is "ask compliance".
- Include at least one scenario about speaking up and one where a manager is involved.
- Avoid stereotypes in names, roles, and regions.
- End with a short list of what learners should remember.
```

## What to fill in

- ROLES, seniority, regions
- PASTE key sections
- from incidents, audits, or hotline reports - anonymized
- e.g. 10

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