Completed Features¶

Core Systems¶

1. Neural Entrainment System¶

✅ Strobe glasses hardware interface
✅ Bilateral stimulation
✅ Cross-hemisphere synchronization
✅ Advanced strobing patterns
✅ Independent eye control

2. Attention Density Maximizer¶

✅ Real-time attention scoring
✅ Distraction detection
✅ Dynamic frequency modulation
✅ Eye tracking integration
✅ EEG data integration

3. Flow State Stability System¶

✅ Real-time flow state monitoring
✅ Dynamic stability maintenance
✅ Progressive challenge scaling
✅ Environmental optimization

4. Recovery and Integration System¶

✅ Post-flow cool-down protocols
✅ Neural plasticity enhancement
✅ Recovery metric tracking
✅ Adaptive rest scheduling

5. Research System¶

✅ Automated research aggregation
✅ Activity-recovery correlation
✅ Pattern effectiveness tracking
✅ Knowledge base expansion

6. Chaos System¶

✅ Global chaos control
✅ Parameter-specific chaos injection
✅ Multiple chaos generators
✅ Pattern learning

Integration Features¶

1. Hardware Integration¶

✅ Whoop API integration
✅ Tobii eye tracker integration
✅ EEG device integration
✅ Strobe glasses control

2. Data Processing¶

✅ Real-time EEG analysis
✅ Biometric data processing
✅ Activity pattern recognition
✅ Performance metrics calculation

3. User Interface¶

✅ Real-time monitoring dashboard
✅ Session configuration interface
✅ Performance visualization
✅ Settings management

Technical Features¶

1. Performance Optimization¶

✅ Sub-millisecond synchronization
✅ Adaptive parameter optimization
✅ Real-time data processing
✅ Efficient resource management

2. Data Management¶

✅ Session data storage
✅ Performance history tracking
✅ Configuration management
✅ Research database

3. Security¶

✅ Secure data storage
✅ API key management
✅ User data protection
✅ Access control

Documentation¶

✅ API documentation
✅ Architecture documentation
✅ User guides
✅ Development workflow