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question-validator

Validate exam questions for factual accuracy, source traceability, and clarity.

1|Updated Feb 3, 2026
Search Tags:#qa#quality#questions#validate#fact-check#source-traceability#educational-assessment
One-click install
npx skills add https://github.com/u9401066/anesthesia-exam --skill question-validator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: question-validator
Source: https://github.com/u9401066/anesthesia-exam/tree/main/.claude/skills/question-validator
Command: npx skills add https://github.com/u9401066/anesthesia-exam --skill question-validator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Question Validator ensures generated exam questions are accurate, well-sourced, and clearly written, reducing the need for manual audits.

Core Features & Use Cases

  • Fact accuracy verification against primary sources and page citations.
  • Source traceability to verify origin and allow audit trails.
  • Grammar, clarity, and ambiguity checks to improve question quality.
  • Option quality assessment to catch distractors that are misleading or inconsistent.

Quick Start

Provide the target question and its source citation, and receive a structured validation report.

Frequently Asked Questions about question-validator

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

FAQPage Schema
How do I validate exam questions for factual accuracy and source traceability?▼

To validate exam questions for factual accuracy, provide the target question alongside its source citation to receive a structured report verifying facts against primary sources, tracing origins, and enabling audit trails.

What is automated question validation for medical education assessments?▼

Automated question validation for medical education applies structured checks to MCQs and exam prompts, enforcing source-based verification, grammar assessment, and clarity checks to reduce manual audits.

How do I check MCQ distractors for clarity and misleading options?▼

Checking MCQ distractors for clarity involves assessing option quality to catch misleading or inconsistent choices, which is handled through automated grammar assessment and structured output guiding revisions.

Can I use automated validation for medical education MCQs and exam prompts?▼

Yes, automated validation applies directly to medical education MCQs and exam prompts, enforcing fact verification against primary sources and structured output to guide question revisions.

What do I need to provide for source-based exam question checks?▼

For source-based exam question checks, you need to provide the target question and its source citation to receive a structured validation report with fact accuracy verification and traceability.

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