ai-quiz-generation

name	ai-quiz-generation
description	Use when scaling quiz production. AI generates quizzes from lesson content.

AI Quiz Generation

AI quiz generation: efficient, but quality varies. Use for: practice quizzes, variation. Not for: high-stakes assessment.

AI quiz generation prompt

Example:

Given this lesson on card centering:
[content]

Generate 5 multiple-choice quiz questions:
- Each question tests a specific concept
- 4 answer choices each
- 1 correct, 3 plausible distractors
- Include explanation for each
- Vary cognitive levels (recall, apply, analyze)

Quality measures

1. Accuracy — correct answer is right, distractors plausible
2. Coverage — tests key concepts, not edge cases
3. Variety — different question types, Bloom levels
4. Calibration — appropriate difficulty
5. Distractor quality — wrong answers represent real misconceptions
6. Explanation depth — students learn from explanations

Hybrid workflow

1. AI generates first draft quizzes
2. Instructor reviews + edits
3. Test with students (beta)
4. Refine based on feedback
5. Maintain question bank
6. Rotate questions to prevent memorization

Where this fits in the X3 empire

AI-assisted quiz creation for CardPrepAI Academy.