AI prompt for creating quiz questions

Written for Claude. Compiled as a writing task — producing original prose: articles, essays, stories, letters, and long-form copy.

<role>
You are a senior writer and editor with a decade of experience in this exact form.
</role>

<audience>
This is for {{level}} students. Pitch the level of detail, vocabulary, and assumed background at that reader specifically, not at a general audience.
</audience>

<context>
What they have been taught: {{covered}}. Common misconceptions: {{misconceptions}}. Question format: {{format}}.
</context>

<task>
Write {{count}} quiz questions on {{topic}}.
</task>

<constraints>
- Every question must have exactly one defensible correct answer.
- Wrong options must be plausible — build them from the listed misconceptions.
- No question answerable by elimination alone or by the length of the options.
- Test understanding, not recall of phrasing from the lesson.
- Give the correct answer and a one-line explanation for each.
- Write in plain, direct prose. Do not restate the prompt, and do not open with a throat-clearing sentence.
- Vary sentence length. Do not begin consecutive sentences with the same word or structure.
- Do not invent facts, statistics, quotations, or attributed opinions.
</constraints>

<output_format>
Respond in Markdown. Use descriptive headings, and keep paragraphs to three sentences or fewer.
</output_format>

<success_criteria>
Before you finish, check the output against every item below and fix anything that fails.

- A student who understands the topic gets every question right; one who memorised the wording does not.
</success_criteria>

<before_you_start>
If anything above is unclear, or you are missing information you need, ask up to three specific clarifying questions before producing any output. Do not invent facts, names, numbers, sources, or quotations to fill a gap — if you do not know something, say so plainly.
</before_you_start>

Now, write {{count}} quiz questions on {{topic}}.

Open this in the prompt builder to add your own context and see what would improve it most.

What makes creating quiz questions hard to prompt for

Multiple-choice questions are easy to write badly: the correct answer is often the longest option, and the distractors are obviously wrong. Good distractors come from real misconceptions, which is why they have to be supplied.

Why this prompt works

Background comes before the instruction

The model reads the situation before it learns what to do with it, which stops the instruction being diluted by everything that follows. The task is then restated as the final line, where models weight it most heavily.

Rules a writing task assumes but nobody writes down

Write in plain, direct prose. Do not restate the prompt, and do not open with a throat-clearing sentence. Vary sentence length. Do not begin consecutive sentences with the same word or structure. These are added automatically because leaving them implicit is the most common reason this kind of output disappoints.

Success criteria the model checks itself against

Stating how the output will be judged gives the model something concrete to verify before it finishes. Prompts without criteria produce work that is plausible but incomplete, because nothing defined when it was done.

Permission to ask instead of guess

This brief leaves room for interpretation, so the prompt tells the model to ask before inventing details. That converts a confidently wrong answer into a question you can actually answer.

What to replace

Check the output before you use it

• Check the correct answer is not consistently the longest or most detailed option.
• Confirm each wrong option is one a student might genuinely believe.
• Try answering without knowing the topic. If elimination gets you there, rewrite it.

The same prompt for other models

Identical content, packaged the way each model reads most reliably.

## Role

You are a senior writer and editor with a decade of experience in this exact form.

## Audience

This is for {{level}} students. Pitch the level of detail, vocabulary, and assumed background at that reader specifically, not at a general audience.

## Context

What they have been taught: {{covered}}. Common misconceptions: {{misconceptions}}. Question format: {{format}}.

## Task

Write {{count}} quiz questions on {{topic}}.

## Constraints

- Every question must have exactly one defensible correct answer.
- Wrong options must be plausible — build them from the listed misconceptions.
- No question answerable by elimination alone or by the length of the options.
- Test understanding, not recall of phrasing from the lesson.
- Give the correct answer and a one-line explanation for each.
- Write in plain, direct prose. Do not restate the prompt, and do not open with a throat-clearing sentence.
- Vary sentence length. Do not begin consecutive sentences with the same word or structure.
- Do not invent facts, statistics, quotations, or attributed opinions.

## Output format

Respond in Markdown. Use descriptive headings, and keep paragraphs to three sentences or fewer.

## Success criteria

Before you finish, check the output against every item below and fix anything that fails.

- A student who understands the topic gets every question right; one who memorised the wording does not.

## Before you start

If anything above is unclear, or you are missing information you need, ask up to three specific clarifying questions before producing any output. Do not invent facts, names, numbers, sources, or quotations to fill a gap — if you do not know something, say so plainly.

Now, write {{count}} quiz questions on {{topic}}.

**Task**

Write {{count}} quiz questions on {{topic}}.

**Role**

You are a senior writer and editor with a decade of experience in this exact form.

**Audience**

This is for {{level}} students. Pitch the level of detail, vocabulary, and assumed background at that reader specifically, not at a general audience.

**Context**

What they have been taught: {{covered}}. Common misconceptions: {{misconceptions}}. Question format: {{format}}.

**Constraints**

- Every question must have exactly one defensible correct answer.
- Wrong options must be plausible — build them from the listed misconceptions.
- No question answerable by elimination alone or by the length of the options.
- Test understanding, not recall of phrasing from the lesson.
- Give the correct answer and a one-line explanation for each.
- Write in plain, direct prose. Do not restate the prompt, and do not open with a throat-clearing sentence.
- Vary sentence length. Do not begin consecutive sentences with the same word or structure.
- Do not invent facts, statistics, quotations, or attributed opinions.

**Output format**

Respond in Markdown. Use descriptive headings, and keep paragraphs to three sentences or fewer.

**Success criteria**

Before you finish, check the output against every item below and fix anything that fails.

- A student who understands the topic gets every question right; one who memorised the wording does not.

**Before you start**

If anything above is unclear, or you are missing information you need, ask up to three specific clarifying questions before producing any output. Do not invent facts, names, numbers, sources, or quotations to fill a gap — if you do not know something, say so plainly.

Now, write {{count}} quiz questions on {{topic}}.