mindesbunister
4f6a4b76cf
docs: Document direction-specific quality thresholds in copilot instructions
Architecture Overview Updates:
- Updated Signal Quality System section with direction-specific thresholds
- Added detailed subsection explaining Nov 23, 2025 implementation
- Data-driven rationale: 227 trades analysis showed $778.52 P&L gap
- Configuration: LONG=90 (71.4% WR), SHORT=95 (28.6% WR toxic)
- Helper function, fallback logic, and expected impact documented
- Reference to complete analysis in docs/DIRECTION_SPECIFIC_QUALITY_THRESHOLDS.md
Context for Future AI Agents:
- Why different thresholds: historical data shows clear directional bias
- Quality 90-94 longs profitable (+$44.77 on 7 trades)
- Quality 90-94 shorts toxic (-$553.76 on 7 trades)
- System now captures profitable longs while blocking toxic shorts