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added student agent code
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8 changed files with 1360 additions and 86 deletions
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{
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"student_id": "student001",
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"target_grade": "11th grade",
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"learning_goal": "Understand and apply key concepts in linear algebra",
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"prior_knowledge_level": "intermediate",
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"topics": [
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{
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"name": "vectors",
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"proficiency": 0.65,
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"sub_topics": ["vector addition", "scalar multiplication", "dot product", "cross product"]
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},
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{
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"name": "matrices",
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"proficiency": 0.50,
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"sub_topics": ["matrix operations", "determinants", "inverse matrices", "matrix transformations"]
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},
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{
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"name": "linear_systems",
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"proficiency": 0.40,
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"sub_topics": ["gaussian elimination", "cramer's rule", "homogeneous systems"]
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},
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{
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"name": "eigenvalues_eigenvectors",
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"proficiency": 0.30,
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"sub_topics": ["characteristic polynomial", "diagonalization", "applications"]
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}
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],
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"preferred_learning_style": "visual",
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"attention_span_minutes": 45,
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"target_milestones": [
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"Solve systems of linear equations confidently",
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"Understand eigenvalues and eigenvectors conceptually",
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"Apply matrix transformations to geometric problems"
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],
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"current_avg_score": 73
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}
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