{
    "question_templates": [
        {
            "id": "code_output_prediction",
            "pattern": "What is the output of the following Python code?\n\n```python\n{code_snippet}\n```",
            "type": "multiple_choice",
            "cognitive_level": "analyze",
            "difficulty_modifiers": {
                "beginner": "Single function call or operation",
                "intermediate": "Nested calls or loops",
                "advanced": "Decorators, generators, or subtle bugs"
            },
            "applicable_topics": [
                "variables",
                "loops",
                "functions",
                "classes"
            ]
        },
        {
            "id": "concept_definition",
            "pattern": "Which of the following best describes {concept}?",
            "type": "multiple_choice",
            "cognitive_level": "remember",
            "difficulty_modifiers": {
                "beginner": "Direct definition",
                "intermediate": "Distinguish from similar concept",
                "advanced": "Nuanced application context"
            },
            "applicable_topics": [
                "all"
            ]
        },
        {
            "id": "error_identification",
            "pattern": "Identify the error in this code snippet:\n\n```python\n{code_snippet}\n```",
            "type": "multiple_choice",
            "cognitive_level": "evaluate",
            "difficulty_modifiers": {
                "beginner": "Syntax error",
                "intermediate": "Logic error or runtime exception",
                "advanced": "Memory leak or efficiency issue"
            },
            "applicable_topics": [
                "syntax",
                "exceptions",
                "debugging"
            ]
        },
        {
            "id": "missing_code",
            "pattern": "Fill in the blank to achieve {goal}:\n\n```python\ndef function(x):\n    return ______\n```",
            "type": "fill_in_blank",
            "cognitive_level": "apply",
            "applicable_topics": [
                "algorithms",
                "logic"
            ]
        }
    ],
    "assessment_rubrics": {
        "code_quality": {
            "criteria": [
                "Correctness",
                "Efficiency",
                "Readability",
                "Style"
            ],
            "weights": {
                "beginner": [
                    0.6,
                    0.1,
                    0.2,
                    0.1
                ],
                "advanced": [
                    0.4,
                    0.3,
                    0.2,
                    0.1
                ]
            }
        }
    }
}