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.