Exercise Generation Skill

Core Capabilities

1. Exercise Type Generation

   • Multiple choice questions
   • Fill-in-the-blank exercises
   • Matching activities
   • Translation exercises

2. Difficulty Calibration

   • CEFR level alignment
   • Progressive complexity
   • Learner adaptation

3. Content Integration

   • Vocabulary incorporation
   • Grammar focus
   • Cultural elements

Instructions

Exercise Creation

def generate_exercises(content_data, exercise_type):
    """
    Generate language learning exercises
    Returns structured exercise set
    """
    # Implementation in exercise_generator.py
    pass

Difficulty Management

def calibrate_difficulty(exercise_data, target_level):
    """
    Adjust exercise difficulty to target CEFR level
    Returns calibrated exercises
    """
    # Implementation in difficulty_calibration.py
    pass

Content Integration

def integrate_content(exercises, vocabulary_data, grammar_data):
    """
    Integrate vocabulary and grammar into exercises
    Returns enhanced exercises
    """
    # Implementation in content_integration.py
    pass

Additional Resources

• scripts/exercise_generator.py: Core exercise generation
• scripts/difficulty_calibration.py: Difficulty management
• scripts/content_integration.py: Content integration tools
• templates/: Exercise format templates
• REFERENCE.md: Exercise type documentation

Examples

1. Multiple Choice Generation:

{
  "query": "Generate vocabulary quiz for food items",
  "response": {
    "exercise": {
      "type": "multiple_choice",
      "level": "A1",
      "questions": [
        {
          "question": "Was bedeutet 'ябълка' auf Deutsch?",
          "options": ["Apfel", "Birne", "Orange", "Banane"],
          "correct": "Apfel",
          "context": "fruits"
        }
      ]
    }
  }
}

2. Fill-in-the-Blank:

{
  "query": "Create present tense practice",
  "response": {
    "exercise": {
      "type": "fill_blank",
      "level": "A1",
      "items": [
        {
          "sentence": "Ich ___ in Berlin. (live)",
          "correct": "wohne",
          "bg_equivalent": "живея",
          "grammar_focus": "present_tense"
        }
      ]
    }
  }
}

3. Translation Exercise:

{
  "query": "Generate basic phrases translation",
  "response": {
    "exercise": {
      "type": "translation",
      "level": "A1",
      "items": [
        {
          "source": "Добро утро!",
          "target": "Guten Morgen!",
          "context": "greetings",
          "notes": "formal_register"
        }
      ]
    }
  }
}

Usage Guidelines

1. Match CEFR level requirements
2. Include clear instructions
3. Provide answer feedback
4. Balance difficulty progression
5. Include cultural context

Error Handling

1. Content Mismatch:

   • Check level appropriateness
   • Validate language pairs
   • Ensure cultural relevance

2. Format Issues:

   • Validate exercise structure
   • Check answer correctness
   • Verify instruction clarity

3. Integration Problems:

   • Check content availability
   • Verify grammar accuracy
   • Ensure vocabulary fit

See Also

• /vocabulary-analysis: Vocabulary content source
• /grammar-progression: Grammar content source
• /bilingual-content: Content verification