mcq-generator

Generate multiple-choice questions with exact source citations from a knowledge base.

1|Updated Feb 3, 2026

Search Tags:#validation #exam #knowledge-graph #question-generation #source-tracking #mcq

Ready to run

npx skills add https://github.com/u9401066/anesthesia-exam --skill mcq-generator

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: mcq-generator
Source: https://github.com/u9401066/anesthesia-exam/tree/main/.claude/skills/mcq-generator
Command: npx skills add https://github.com/u9401066/anesthesia-exam --skill mcq-generator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

選擇題生成器專為在醫學或科學文本中，快速產出可靠且可追溯來源的選擇題，避免幻覺與來源缺失。

Core Features & Use Cases

使用 MCP 工具查詢知識庫，確保內容真實且可追溯。
精確來源定位：頁碼、段落與原文片段，方便審核與引用。
支援單選、多選與複合選項，並可自動生成解釋。

Quick Start

Generate MCQs from the current knowledge base with verified sources.

Frequently Asked Questions about mcq-generator

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

FAQPage Schema

How do I generate MCQs from a knowledge base with exact source citations?▼

To generate MCQs with exact source citations, this Skill queries your knowledge base using MCP tools to fetch content, locate precise page and paragraph locations, and save questions with verified source tracking.

Can I automatically create multiple choice questions for medical exam preparation?▼

Yes, you can automatically create multiple choice questions for medical exam preparation. The Skill supports single-choice, multiple-choice, and composite options with auto-generated explanations tailored for scientific and medical texts.

How does source tracking work when creating exam questions from scientific texts?▼

Source tracking works by preserving exact page numbers, paragraph locations, and original text fragments during question generation. This ensures every generated exam question links directly to verified passages for accurate citation and review.

What is the best way to validate generated MCQs to prevent hallucinations?▼

The best way to validate generated MCQs and prevent hallucinations is using the built-in validation mechanism. It cross-references the knowledge base via MCP tools to fetch real content and verify question accuracy before saving.

Does MCQ generation require a specific knowledge base format to function?▼

MCQ generation requires a knowledge base compatible with MCP tools for content fetching and source location. It does not list specific external dependencies, relying instead on the MCP integration to query and validate your existing domain texts.