Quick Start

from cognition_engine import CognitionEngine

# Initialize the engine
engine = CognitionEngine(
    supabase_url="your-supabase-url",
    supabase_key="your-supabase-key"
)

# Track a learning event
result = await engine.track_answer(
    user_id="student_123",
    skill_id="algebra_001",
    is_correct=True,
    time_spent_seconds=45,
    confidence_score=4
)

print(f"New mastery: {result['mastery_after']}")
print(f"Learning velocity: {result['velocity']}")

# Get predictive analytics
predictions = await engine.get_predictions("student_123")
print(f"Predicted SAT in 30 days: {predictions['predicted_total_in_30_days']}")

# Analyze learning patterns
velocity = await engine.get_learning_velocity("student_123")
print(f"Momentum score: {velocity['momentum_score']}")