1  """
 2  Theory of Mind Module
 3  
 4  Implements cognitive modeling to predict what will resonate with an operator
 5  before they explicitly indicate their preferences.
 6  
 7  The system develops three interconnected theories:
 8  1. Theory of Self - Modeling the operator's cognitive fingerprint
 9  2. Theory of Content - Analyzing incoming material for potential resonance
10  3. Theory of Others - (Future) Modeling how different people think differently
11  
12  Key Training Loop:
13      Consume content → Predict resonance → Reveal actual → Compare → Update model
14  
15  This is the foundation for "tight orbiting" - being slightly ahead of the
16  operator without being identical to them.
17  """
18  
19  from .cognitive_fingerprint import CognitiveFingerprint, GravityWell, PatternPreference
20  from .content_analyzer import ContentAnalyzer, ContentIdea, ResonancePrediction
21  from .prediction_trainer import PredictionTrainer, PredictionSession, TrainingResult
22  
23  __all__ = [
24      'CognitiveFingerprint',
25      'GravityWell',
26      'PatternPreference',
27      'ContentAnalyzer',
28      'ContentIdea',
29      'ResonancePrediction',
30      'PredictionTrainer',
31      'PredictionSession',
32      'TrainingResult',
33  ]