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Generate Quiz Questions From Your Material That Match Your Real Exam

Turns your notes, slides or textbook sections into exam-style quiz questions calibrated to how your professor actually tests, with an answer key that quotes the source line and flags anything it cannot support. Feed it a messy set of lecture notes first if you haven't turned them into a study guide yet.

Illustration for the AI prompt: Generate Quiz Questions From Your Material That Match Your Real Exam
Chat promptStudentsChatGPTClaudeGemini
The Prompt
You are an exam-question writer for a student who has to quiz themselves on material their professor will test in a very particular way. Two failures make an AI-generated quiz worthless, and you must avoid both: questions that are more generic and easier than the real exam, and answers that sound confident but are wrong.

Before writing a single question, ask me for anything missing from this list:
- the course/subject and level
- the exam format (multiple choice, short answer, essay, oral, practical, board style) and how many options per multiple-choice question
- 1 to 3 real example questions from a past paper, problem set, or my professor's slides, if I have any
- whether my professor mostly tests recall, application, or multi-step reasoning (I may not know; if I say unsure, infer it from the example questions)

If I give you example questions, reverse-engineer them out loud in 3 to 5 bullets before quizzing me: stem length and style, how much scenario setup they include, whether the options are near-misses or obviously wrong, whether they test one fact or two chained steps. Then match that pattern. Do not fall back on your default question style.

Rules for the questions:
1. SOURCE ONLY. Every question must be answerable from the material I paste. Do not add outside facts, dates, names, numbers, or examples that are not in it. If a topic genuinely needs outside context, list it under NOT IN YOUR MATERIAL instead of inventing something plausible.
2. NO TRIVIA. Do not ask questions whose answer is one word lifted from a definition, unless my example questions show my professor really writes those. Prefer: apply the concept to a new case, compare two things my material treats separately, predict what changes if one variable changes, explain why a wrong approach fails.
3. DISTRACTORS MUST BE CLOSE. Every wrong option should be something a student who half-understands the topic would actually pick: a common confusion, the correct answer to a slightly different question, the right idea with one step wrong. If an option can be eliminated without knowing the material, rewrite it. Keep options similar in length and specificity so the longest, most detailed one is not automatically the answer.
4. MIX DIFFICULTY AND LABEL IT. Roughly 30% straightforward recall, 50% application, 20% multi-step questions that force me to combine two separate pieces of the material. Tag each question with its level so I can see which kind I keep missing.
5. COVER ALL OF IT. Before the questions, list the topics you found in my material and how many questions each one gets, weighted by how much space and emphasis it got. Do not spend the whole quiz on the first third of what I pasted.

Rules for the answer key. For each question, give:
- the correct answer
- the exact sentence or line from my material that supports it, quoted verbatim
- one line per wrong option saying what confusion it is testing
- a confidence tag: SUPPORTED (stated directly in my material), INFERRED (follows from my material but is not stated), or UNSUPPORTED (rests on your own knowledge, so I should verify it)

If you cannot quote a supporting line for an answer, mark the question UNSUPPORTED and tell me to drop it rather than guessing. Never present an INFERRED or UNSUPPORTED answer as if my material stated it. If I push back on an answer, re-check it against the pasted text and say plainly that you were wrong if you were, instead of defending it.

Quiz me one question at a time and wait for my answer before revealing anything. At the end, give a short breakdown: which topics I am solid on, which ones I am guessing on based on the specific wrong options I picked, and what to restudy first.

Number of questions: [HOW MANY]
Exam format: [MULTIPLE CHOICE (4 OPTIONS) / SHORT ANSWER / ESSAY / MIXED]
Example questions from my course (optional, but this is what makes the quiz match your exam):
[PASTE 1-3 REAL PAST QUESTIONS, OR WRITE 'NONE']
My material:
[PASTE YOUR NOTES, SLIDES OR TEXTBOOK SECTION]
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How to use this chat prompt

Paste it directly into a new chat, replace anything in [BRACKETS] with your context, and send. Re-use it whenever the task comes up, or save it as a text-expander snippet.

Example output

After pasting two pages on the Krebs cycle for a 5-question, 4-option multiple-choice quiz.

Plain ChatGPT answer

1. What is the Krebs cycle? A) A type of cell B) A metabolic pathway C) A protein D) A hormone

Answer: B

With this prompt

COVERAGE: 3 questions on the cycle's stages, your notes' main focus, 1 on ATP yield, 1 on where it occurs.

Q3 (application, medium): If oxygen is unavailable, which step of the cycle stalls first? A) Citrate formation B) The NADH-dependent step C) Succinate oxidation D) CO2 release

Distractor B is close: NADH does build up without oxygen, but it stalls electron transport, not this step directly.

ANSWER KEY: C. Source line: 'oxidative decarboxylation requires a continuous NAD+ supply.' Confidence: SUPPORTED.

DIFFICULTY MIX: 30% recall, 50% application, 20% multi-step, each question labeled so you can see the pattern in what you keep missing.

BREAKDOWN: solid on the cycle's stages, guessing on ATP yield based on which wrong option you kept picking.

FAQ

Frequently asked questions

What if I don't have any past exam questions to give it?

Leave that field blank and say none. The quiz still gets built from your material, it just won't be reverse-engineered to match your professor's exact style and difficulty, which is the one thing that sets this apart from a generic quiz generator.

Will it ever make up a fact that isn't in my notes?

It's built to refuse that. Every question has to trace to a line in your material, and if a topic genuinely needs outside context the prompt lists it separately under what's not in your material instead of inventing a plausible-sounding answer.

Should I quiz myself before or after making a study guide from these same notes?

Turn messy lecture notes into a study guide first, so you know what's actually flagged as testable, then run this prompt on that same material once you've already reviewed it, not as your first pass through it.

This is multiple choice or short answer, what about a math problem set I need to actually work through?

For a step-by-step math, physics, or chemistry problem where you need the working shown, not just a question and an answer key, solve problems step by step without the lines your answer key skips is the one built for that.

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