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+# Improvement Roadmap - Hyperliquid Trading Bot
+
+## Overview
+This document outlines the detailed implementation plan for transforming the trading bot into a production-ready system.
+
+## Phase 1: Foundation (Weeks 1-2)
+
+### Week 1: Security & Stability
+
+#### Day 1-2: Critical Security Fixes
+- [ ] **Implement Encrypted Key Storage**
+  - Create `security/key_manager.py`
+  - Replace environment variable key access
+  - Add key rotation mechanism
+  - **Files**: `trade_executor.py`, `create_agent.py`
+
+- [ ] **Add Input Validation Framework**
+  - Create `validation/trading_validator.py`
+  - Validate all trading parameters
+  - Add sanitization for user inputs
+  - **Files**: `position_manager.py`, `trade_executor.py`
+
+#### Day 3-4: Risk Management
+- [ ] **Implement Circuit Breakers**
+  - Create `risk/circuit_breaker.py`
+  - Add trading halt conditions
+  - Implement automatic recovery
+  - **Files**: `trade_executor.py`, `position_manager.py`
+
+- [ ] **Fix Import Resolution Issues**
+  - Update relative imports
+  - Add `__init__.py` files where missing
+  - Test all module imports
+  - **Files**: `main_app.py`, all strategy files
+
+#### Day 5-7: Code Quality
+- [ ] **Refactor Dashboard Display**
+  - Extract `DashboardRenderer` class
+  - Split into market/strategy/position components
+  - Add configuration for display options
+  - **Files**: `main_app.py`
+
+### Week 2: Configuration & Error Handling
+
+#### Day 8-9: Configuration Management
+- [ ] **Create Centralized Configuration**
+  - Create `config/settings.py`
+  - Move all magic numbers to config
+  - Add environment-specific configs
+  - **Files**: All Python files
+
+- [ ] **Standardize Error Handling**
+  - Create `utils/error_handlers.py`
+  - Implement retry decorators
+  - Add structured exception classes
+  - **Files**: All core modules
+
+#### Day 10-12: Database Improvements
+- [ ] **Implement Connection Pool**
+  - Create `database/connection_pool.py`
+  - Replace direct SQLite connections
+  - Add connection health monitoring
+  - **Files**: `base_strategy.py`, all data access files
+
+- [ ] **Add Database Migrations**
+  - Create `database/migrations/`
+  - Version control schema changes
+  - Add rollback capabilities
+  - **Files**: Database schema files
+
+#### Day 13-14: Basic Testing
+- [ ] **Create Test Framework**
+  - Set up `tests/` directory structure
+  - Add pytest configuration
+  - Create test fixtures and mocks
+  - **Files**: New test files
+
+## Phase 2: Performance & Testing (Weeks 3-4)
+
+### Week 3: Performance Optimization
+
+#### Day 15-17: Caching Layer
+- [ ] **Implement Redis/Memory Cache**
+  - Create `cache/cache_manager.py`
+  - Cache frequently accessed data
+  - Add cache invalidation logic
+  - **Files**: `data_fetcher.py`, `base_strategy.py`
+
+#### Day 18-19: Async Operations
+- [ ] **Convert to Async/Await**
+  - Identify blocking operations
+  - Convert to async patterns
+  - Add async context managers
+  - **Files**: `live_market_utils.py`, API calls
+
+#### Day 20-21: Batch Processing
+- [ ] **Implement Batch Operations**
+  - Batch database writes
+  - Bulk API requests
+  - Optimize data processing
+  - **Files**: Data processing modules
+
+### Week 4: Testing Framework
+
+#### Day 22-24: Unit Tests
+- [ ] **Comprehensive Unit Test Suite**
+  - Test all core classes
+  - Mock external dependencies
+  - Achieve >80% coverage
+  - **Files**: `tests/unit/`
+
+#### Day 25-26: Integration Tests
+- [ ] **End-to-End Testing**
+  - Test complete workflows
+  - Mock Hyperliquid API
+  - Test process communication
+  - **Files**: `tests/integration/`
+
+#### Day 27-28: Paper Trading
+- [ ] **Paper Trading Mode**
+  - Create simulation environment
+  - Mock trade execution
+  - Add performance tracking
+  - **Files**: `trade_executor.py`, new simulation files
+
+## Phase 3: Monitoring & Observability (Weeks 5-6)
+
+### Week 5: Metrics & Monitoring
+
+#### Day 29-31: Metrics Collection
+- [ ] **Add Prometheus Metrics**
+  - Create `monitoring/metrics.py`
+  - Track key performance indicators
+  - Add custom business metrics
+  - **Files**: All core modules
+
+#### Day 32-33: Health Checks
+- [ ] **Health Check System**
+  - Create `monitoring/health_check.py`
+  - Monitor all system components
+  - Add dependency checks
+  - **Files**: `main_app.py`, all processes
+
+#### Day 34-35: Alerting
+- [ ] **Alerting System**
+  - Create `monitoring/alerts.py`
+  - Configure alert rules
+  - Add notification channels
+  - **Files**: New alerting files
+
+### Week 6: Documentation & Developer Experience
+
+#### Day 36-38: API Documentation
+- [ ] **Auto-Generated Docs**
+  - Set up Sphinx/ MkDocs
+  - Document all public APIs
+  - Add code examples
+  - **Files**: `docs/` directory
+
+#### Day 39-40: Setup Improvements
+- [ ] **Interactive Setup**
+  - Create setup wizard
+  - Validate configuration
+  - Add guided configuration
+  - **Files**: `setup.py`, new setup files
+
+#### Day 41-42: Examples & Guides
+- [ ] **Strategy Examples**
+  - Create example strategies
+  - Add development tutorials
+  - Document best practices
+  - **Files**: `examples/`, `WIKI/`
+
+## Phase 4: Advanced Features (Weeks 7-8)
+
+### Week 7: Advanced Risk Management
+
+#### Day 43-45: Position Sizing
+- [ ] **Dynamic Position Sizing**
+  - Volatility-based sizing
+  - Portfolio risk metrics
+  - Kelly criterion implementation
+  - **Files**: `position_manager.py`, new risk modules
+
+#### Day 46-47: Advanced Orders
+- [ ] **Advanced Order Types**
+  - Stop-loss orders
+  - Take-profit orders
+  - Conditional orders
+  - **Files**: `trade_executor.py`
+
+#### Day 48-49: Portfolio Management
+- [ ] **Portfolio Optimization**
+  - Correlation analysis
+  - Risk parity allocation
+  - Rebalancing logic
+  - **Files**: New portfolio modules
+
+### Week 8: Production Readiness
+
+#### Day 50-52: Deployment
+- [ ] **Production Deployment**
+  - Docker containerization
+  - Kubernetes manifests
+  - CI/CD pipeline
+  - **Files**: `docker/`, `.github/workflows/`
+
+#### Day 53-54: Performance Profiling
+- [ ] **Profiling Tools**
+  - Performance monitoring
+  - Memory usage tracking
+  - Bottleneck identification
+  - **Files**: New profiling modules
+
+#### Day 55-56: Final Polish
+- [ ] **Production Hardening**
+  - Security audit
+  - Load testing
+  - Documentation review
+  - **Files**: All files
+
+## Implementation Guidelines
+
+### Daily Workflow
+1. **Morning Standup**: Review progress, identify blockers
+2. **Development**: Focus on assigned tasks
+3. **Testing**: Write tests alongside code
+4. **Code Review**: Peer review all changes
+5. **Documentation**: Update docs with changes
+
+### Quality Gates
+- All code must pass linting and formatting
+- New features require unit tests
+- Integration tests for critical paths
+- Security review for sensitive changes
+
+### Risk Mitigation
+- Feature flags for new functionality
+- Gradual rollout with monitoring
+- Rollback procedures for each change
+- Regular backup and recovery testing
+
+## Success Criteria
+
+### Phase 1 Success
+- [ ] All security vulnerabilities fixed
+- [ ] Import resolution issues resolved
+- [ ] Basic test framework in place
+- [ ] Configuration management implemented
+
+### Phase 2 Success
+- [ ] Performance improvements measured
+- [ ] Test coverage >80%
+- [ ] Paper trading mode functional
+- [ ] Async operations implemented
+
+### Phase 3 Success
+- [ ] Monitoring dashboard operational
+- [ ] Alerting system functional
+- [ ] Documentation complete
+- [ ] Developer experience improved
+
+### Phase 4 Success
+- [ ] Production deployment ready
+- [ ] Advanced features working
+- [ ] Performance benchmarks met
+- [ ] Security audit passed
+
+## Resource Requirements
+
+### Development Team
+- **Senior Python Developer**: Lead architecture and security
+- **Backend Developer**: Performance and database optimization
+- **DevOps Engineer**: Deployment and monitoring
+- **QA Engineer**: Testing framework and automation
+
+### Tools & Services
+- **Development**: PyCharm/VSCode, Git, Docker
+- **Testing**: Pytest, Mock, Coverage tools
+- **Monitoring**: Prometheus, Grafana, AlertManager
+- **CI/CD**: GitHub Actions, Docker Hub
+- **Documentation**: Sphinx/MkDocs, ReadTheDocs
+
+### Infrastructure
+- **Development**: Local development environment
+- **Testing**: Staging environment with test data
+- **Production**: Cloud deployment with monitoring
+- **Backup**: Automated backup and recovery system
+
+## Timeline Summary
+
+| Phase | Duration | Key Deliverables |
+|-------|----------|------------------|
+| Phase 1 | 2 weeks | Security fixes, basic testing, configuration |
+| Phase 2 | 2 weeks | Performance optimization, comprehensive testing |
+| Phase 3 | 2 weeks | Monitoring, documentation, developer tools |
+| Phase 4 | 2 weeks | Advanced features, production deployment |
+| **Total** | **8 weeks** | **Production-ready trading system** |
+
+This roadmap provides a structured approach to transforming the trading bot into a robust, scalable, and maintainable system suitable for production use.