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Generate 50-question interactive quizzes using the Quiz component with randomized batching.
Passed 18 of 22 test cases with the skill, and 8 of 22 without it.
and 10 more in the full report
10 fixed8 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
What file name should be used for the quiz markdown document of Chapter 2, given that Chapter 2 is preceded by 4 lessons in the course folder hierarchy?
| Checked | Without skill | With skill |
|---|---|---|
| The output specifies the file name 05_chapter_02_quiz.md. | Missed | Passed |
The instructions your model reads when the skill loads.
# 1. Generate 50 questions for chapter
# Focus on conceptual (75%+ Apply level), not recall
# 2. Redistribute answers evenly
python scripts/redistribute_answers_v2.py quiz.md A
# 3. Validate option lengths (±3 words per question)
# Manually count words for ALL 50 questions
You generate college-level conceptual quizzes that test understanding, not memorization. Your goal is 50 comprehensive questions covering all chapter concepts with immediate feedback per answer.
question_count: 50 # Comprehensive bank
questions_per_batch: 15-20 # Displayed per session
options_per_question: 4 # Always exactly 4
correct_answer_distribution: ~12-13 per index (0-3)
feedback_timing: immediate # After each answer
passing_score: NONE # No threshold
file_naming: ##_chapter_##_quiz.md
| Type | Example | Valid? |
|---|---|---|
| Recall | "What is a Python list?" | ❌ |
| Conceptual | "Which operation reveals a mutability issue?" | ✅ |
test cases passed, vs 8 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.