ChessPrism/Outline-Plan.txt

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# Chess Teaching Assistant Implementation Outline
1. Project Setup (Week 1)
- Create Xcode project with SwiftUI
- Set up development environment
- Configure Metal and Vision framework dependencies
- Establish basic project architecture
- Implement permission handlers
2. Screenshot Module (Week 2-3)
- Implement screen recording permissions flow
- Build screenshot capture service
- Add keyboard shortcut system
- Create Firefox window detection
- Test multi-monitor support
3. Board Recognition System (Week 3-4)
- Develop Vision framework integration
- Create ML model for piece recognition
- Train model with various chess.com themes
- Implement FEN conversion logic
- Build position validation system
4. Stockfish Integration (Week 5-6)
- Set up Stockfish ARM64 binary
- Create async engine wrapper
- Implement position analysis pipeline
- Add move suggestion system
- Build evaluation cache
5. Visual Overlay Foundation (Week 7-8)
- Create Metal rendering pipeline
- Build transparent window system
- Implement basic shape rendering
- Add coordinate transformation system
- Test overlay performance
6. Move Visualization (Week 9-10)
- Develop arrow rendering system
- Add square highlighting
- Implement attack pattern visualization
- Create defensive move indicators
- Build threat visualization system
7. Performance Optimization (Week 11)
- Implement Metal shaders
- Optimize rendering pipeline
- Add caching mechanisms
- Reduce latency in analysis pipeline
- Benchmark system performance
8. Testing & Refinement (Week 12)
- Create automated test suite
- Implement UI tests
- Add performance tests
- Security audit
- Bug fixes and optimizations
9. Polish & Distribution (Week 13)
- UI/UX refinement
- Add user settings
- Implement analytics
- Create documentation
- TestFlight preparation
10. Launch Preparation (Week 14)
- Final security review
- Performance validation
- Documentation completion
- TestFlight distribution
- User feedback collection setup
Key Milestones:
✓ Week 1: Working project structure
✓ Week 4: Functional board recognition
✓ Week 6: Working Stockfish analysis
✓ Week 8: Basic visual overlay system
✓ Week 10: Complete visualization system
✓ Week 12: Optimized performance
✓ Week 14: Ready for distribution
Testing Checkpoints:
- After each module completion
- Weekly performance benchmarks
- Bi-weekly security reviews
- Regular UX testing sessions
Development Priorities:
1. Core functionality
2. Performance optimization
3. User experience
4. Security compliance
5. Polish and refinement