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Question Builder

Build a custom practice-question prompt for your phase, exam, subject, and weak spots. Copy it into any AI tool and get questions written the way real exams are written.

Jump to your prompt

Quick start

What are you preparing for?
Where are you in training?

Phases are labeled differently at different schools. Pick the closest match.

What do you want to be tested on?
Ideas:
How should the questions work?

A clinical or experimental vignette with one best answer from a list.

Difficulty

How do you want to practice?

What feedback do you want?
Advanced: personalize further

About half the questions will lean on these. Your Error Engine or Deficit Tracker output works well here.

Questions will be written only from this text. Do not paste patient information or copyrighted question-bank content. Your text stays in this browser and in the prompt you copy.

After your first set

Paste these into the same chat to keep going. Fill in the blanks or replace the [BRACKETS] yourself.

Make the next set harder

Same topic, one step up, no repeats.

Give me [NUMBER] more questions on the same topic and in the same format, one step harder than the last set. Do not repeat any earlier question or its core concept.

Variants of the ones I missed

New questions on the same concepts from a different angle.

For the questions I missed ([QUESTION NUMBERS]), write 2 new original questions each that test the same concept from a different angle (different patient, presentation, and question type). Do not just change numbers or names.

Audit a question you wrote

Catch ambiguity, cues, and factual errors before you memorize them.

Review question [QUESTION NUMBER] as an item-writing editor: can it be answered before reading the options, is there exactly one defensible best answer, are the options free of cues, and is every fact current and correct? Mark anything you are unsure of as VERIFY and rewrite the question if it has problems.

Explain one wrong option

Understand why a tempting answer fails.

In question [QUESTION NUMBER], explain why option [OPTION LETTER] is wrong using a short contrasting patient example. Then tell me what clue in the stem should have steered me away from it.

Is this AI question realistic?

Use this checklist on any question the AI writes. These are the same principles professional item writers follow.

  • You can answer it before looking at the options.
  • Exactly one option is defensible, and it is clearly the best.
  • The stem does not name the diagnosis or use giveaway buzzwords.
  • Vitals, labs, units, and timeline are realistic and consistent.
  • Options are the same kind of thing and about the same length.
  • Each wrong option is tempting for a specific reason.
  • The explanation names the reasoning, not just the fact.
  • Anything surprising is checked against a trusted source.

Use it responsibly

  • AI can be wrong. Treat every fact as a claim to verify, especially doses, thresholds, and guideline details.
  • These are practice questions, not the real exam. They will not match any real exam item and are not a prediction of your score.
  • Keep it original. Do not paste licensed exam or question-bank content into AI tools.
  • No real patient information. Use fictional or fully de-identified cases only.
  • Follow your school's policies on AI use for coursework and assessments.
Missed a question you want to learn from? Try the Error Engine, then bring your weak spots back here. Want more templates (study plans, concept coaching, flashcards)? Browse the Prompt Library.