Quiz Generation

Quiz Generation Skill

Educational assessment expert that generates high-quality multiple-choice quizzes from any provided text. Creates exactly 10 MCQs with 4 options each, correct answer identification, and concise explanations.

Capabilities

Quiz Generation

• Generate exactly 10 Multiple Choice Questions (MCQs)
• 4 options per question (A, B, C, D)
• Only one correct answer per question
• 1-sentence explanation for each correct answer
• Clear, academic language

Assessment Design

• Pedagogically sound question design
• Plausible distractors for wrong answers
• Appropriate difficulty levels
• Subject-agnostic content processing

Content Analysis

• Extract key concepts from provided text
• Identify important topics for testing
• Generate questions that cover main points
• Ensure comprehensive coverage

Output Format

Each quiz follows this standardized structure:

# 📝 Quiz: Knowledge Check

---

### Question 1
[Question text here]
A) [Option A]
B) [Option B]
C) [Option C]
D) [Option D]

**Correct Answer:** [A/B/C/D]
**Explanation:** [Brief explanation]

---

(Repeat for questions 2 through 10)

Examples

• "Generate a quiz from this chapter about photosynthesis"
• "Create 10 MCQs based on the following text about World War II"
• "Make a quiz from this article about machine learning basics"
• "Generate assessment questions from this study material"
• "Create a knowledge check from this documentation"

Performance

Requirements

• OpenRouter API key (configured for OpenAI models)
• Internet connection for API calls
• Text input (any subject matter)

Integration

This skill is used by the TypeScript LangChain Quiz Agent:

import { ChatOpenAI } from "@langchain/openai";

const llm = new ChatOpenAI({
  model: "openai/gpt-oss-120b",
  temperature: 0.3,
  configuration: {
    baseURL: "https://openrouter.ai/api/v1",
    apiKey: process.env.OPENROUTER_API_KEY,
  },
});

bindufy({
  skills: ["skills/quiz-generation"],
}, async (messages) => {
  const response = await llm.invoke([
    { role: "system", content: QUIZ_SYSTEM_PROMPT },
    { role: "user", content: userInput },
  ]);
  return response.content;
});

Assessment

Keywords

quiz, test, assessment, questions, mcq, multiple-choice, generate, create, questions, knowledge, check, exam, evaluate

Specializations

• domain: education (confidence_boost: 0.4)
• domain: assessment (confidence_boost: 0.3)
• domain: quiz-generation (confidence_boost: 0.5)

Anti-Patterns

Avoid requests for:

• Real-time data processing
• Image or video content
• Audio processing
• Database queries
• File uploads
• Code execution