🎯 FINAL HANDOFF SUMMARY You now have 5 complete artifacts that provide everything needed for autonomous AI implementation: 1. Repository Setup Package Complete directory structure All starter files (.gitignore, Directory.Build.props, etc.) Solution and project creation commands NuGet package setup 2. Core Interfaces Package All interface definitions (IStrategy, IRiskManager, IPositionSizer) Complete model classes (StrategyIntent, StrategyContext, etc.) Comprehensive unit tests Test data builders 3. Risk Management Package Complete BasicRiskManager.cs implementation All Tier 1 risk controls (daily limits, trade limits, position limits) Thread-safe implementation with locks Comprehensive test suite with scenario testing Validation scripts 4. Position Sizing Package Complete BasicPositionSizer.cs implementation Fixed contracts and fixed dollar risk methods Contract clamping and multi-symbol support Extensive test suite with calculation validation JSON test data with expected results 5. Complete Validation Script End-to-end Phase 0 validation Automated success criteria checking Detailed reporting with next steps Pass/fail determination for Phase 1 readiness 🤖 HOW TO USE WITH YOUR AI AGENTS Simply give each AI agent one package at a time with this instruction format: For Archon (Step 1): Task: Set up NT8 SDK repository foundation Use the attached "Repository Setup Package" Follow every step in the setup instructions exactly Validate: Repository builds successfully with 0 warnings For Kilo (Step 2): Task: Implement all core interfaces Use the attached "Core Interfaces Package" Create every file exactly as specified in the implementation checklist Validate: All unit tests pass with >85% coverage And so on through all 5 packages. ✅ SUCCESS INDICATORS Green Light: AI agent reports task complete, validation passes Yellow Light: AI agent asks clarifying questions, validation has warnings Red Light: AI agent stuck >4 hours, validation fails 🚨 IF PROBLEMS OCCUR AI agent reports errors: Give them the validation script to run and fix issues AI agent stuck: Switch the task to the other AI agent Validation fails: Have AI agent re-read the specific requirements and try again 🎉 FINAL RESULT After all 5 packages are complete, you'll have: Complete Phase 0 implementation (2-3 weeks of traditional development in days) Institutional-grade risk management that prevents dangerous trades Professional position sizing with multiple methods Comprehensive test suite ensuring reliability Production-ready foundation for Phase 1 advanced features Your AI agents now have everything they need to autonomously deliver a professional trading system. The specifications are complete, tested, and ready for execution.