src/core/social_dynamics.py

class SocialDynamicsModeler:
    def __init__(self):
        self.relationship_graph = RelationshipGraph()
        self.interaction_analyzer = InteractionAnalyzer()
        self.group_dynamics = GroupDynamicsProcessor()
        
    async def analyze_social_context(self, 
                                   interaction_data: Dict[str, Any],
                                   social_context: Dict[str, Any]) -> Dict[str, Any]:
        relationships = self.relationship_graph.update(interaction_data)
        interaction_patterns = self.interaction_analyzer.process(interaction_data)
        group_state = self.group_dynamics.analyze(social_context)
        
        return {
            'social_model': self._integrate_social_information(
                relationships,
                interaction_patterns,
                group_state
            ),
            'recommendations': self._generate_social_strategies(group_state),
            'predicted_dynamics': self._predict_social_evolution(relationships)
        }