quiz-generator

Generate 50-question college-level quizzes with randomized batches and immediate feedback.

Updated Nov 29, 2025
One-click install
npx skills add https://github.com/Hamza123545/physical-ai-book --skill quiz-generator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: quiz-generator
Source: https://github.com/Hamza123545/physical-ai-book/tree/main/.claude/skills/quiz-generator
Command: npx skills add https://github.com/Hamza123545/physical-ai-book --skill quiz-generator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyyaml, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Designing high-quality, interactive quizzes that effectively assess understanding, provide immediate feedback, and prevent cheating (e.g., via option length bias) is complex and time-consuming. This Skill automates the generation of such quizzes, ensuring pedagogical effectiveness and fairness.

Core Features & Use Cases

  • 50 Comprehensive Questions: Generates a bank of 50 college-level conceptual questions, with 15-20 displayed per randomized batch for repeated practice.
  • Immediate, Detailed Feedback: Provides instant explanations after each answer, clarifying why options are correct or incorrect, fostering real-time learning.
  • Automated Answer Redistribution: Intelligently shuffles correct answer positions and regenerates explanations to eliminate bias and ensure fair assessment.
  • Use Case: An educator needs to create an end-of-chapter assessment for a Python course. This Skill generates a 50-question interactive quiz, ensures options are balanced in length, randomizes correct answers, and provides comprehensive explanations, all formatted for the Quiz component.

Quick Start

Generate a 50-question interactive quiz for Chapter 14: 'Data Types', ensuring all options are balanced in length and explanations are comprehensive.

Frequently Asked Questions about quiz-generator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I create an interactive quiz with immediate feedback for students?

Generate a 50-question college-level interactive quiz that delivers 15-20 randomized questions per batch with instant per-question explanations. The Skill automatically balances answer positions to eliminate positional bias and provides verifiable source attribution for each item, supporting end-of-chapter assessments and repeated practice sessions.

What's the best way to prevent answer-choice bias in quiz design?

Automated answer redistribution intelligently shuffles correct answer positions and regenerates explanations across your question bank. This ensures even distribution of correct options (12-13 per index position) and eliminates patterns like option-length bias that can accidentally telegraph answers.

Can I use this for e-learning platforms with accessibility requirements?

Yes. The Skill generates quizzes formatted for the Quiz component with built-in support for theming and accessibility standards. It requires no passing threshold, allowing flexible deployment across different e-learning systems and learner contexts.

How do I set up a question bank for repeated assessment practice?

The Skill builds a comprehensive 50-question bank and randomly displays 15-20 questions per session. Students can retake the quiz multiple times with different question batches, providing distributed practice while detailed explanations after each answer foster real-time learning and conceptual clarity.

Do I need to manually write explanations for each quiz option?

No. The Skill generates comprehensive explanations for correct and incorrect options automatically, clarifying why each choice is right or wrong. These explanations are tied to verifiable sources, supporting evidence-based feedback without manual composition.

What's required before generating a college-level quiz with this Skill?

You need PyYAML as a dependency and access to the Quiz component. Prepare your question content and desired topic; the Skill handles randomization, answer redistribution, explanation generation, and formatting for immediate deployment.