rckrdmrd c1b5081208 feat(ml): Complete FASE 11 - BTCUSD update and comprehensive documentation alignment ... ML Engine Updates: - Updated BTCUSD with Polygon API data (2024-2025): 215,699 new records - Re-trained all ML models: Attention (R²: 0.223), Base, Metamodel (87.3% confidence) - Backtest results: +176.71R profit with aggressive_filter strategy Documentation Consolidation: - Created docs/99-analisis/_MAP.md index with 13 new analysis documents - Consolidated inventories: removed duplicates from orchestration/inventarios/ - Updated ML_INVENTORY.yml with BTCUSD metrics and training results - Added execution reports: FASE11-BTCUSD, correction issues, alignment validation Architecture & Integration: - Updated all module documentation with NEXUS v3.4 frontmatter - Fixed _MAP.md indexes across all folders - Updated orchestration plans and traces Files: 229 changed, 5064 insertions(+), 1872 deletions(-) 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>		2026-01-07 09:31:29 -06:00
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US-LLM-001-enviar-mensaje.md	feat(ml): Complete FASE 11 - BTCUSD update and comprehensive documentation alignment	2026-01-07 09:31:29 -06:00
US-LLM-002-gestionar-conversaciones.md	feat(ml): Complete FASE 11 - BTCUSD update and comprehensive documentation alignment	2026-01-07 09:31:29 -06:00
US-LLM-003-analisis-simbolo.md	feat(ml): Complete FASE 11 - BTCUSD update and comprehensive documentation alignment	2026-01-07 09:31:29 -06:00
US-LLM-004-ver-senales-ml.md	feat(ml): Complete FASE 11 - BTCUSD update and comprehensive documentation alignment	2026-01-07 09:31:29 -06:00
US-LLM-005-estrategia-personalizada.md	feat(ml): Complete FASE 11 - BTCUSD update and comprehensive documentation alignment	2026-01-07 09:31:29 -06:00
US-LLM-006-historial-estrategias.md	feat(ml): Complete FASE 11 - BTCUSD update and comprehensive documentation alignment	2026-01-07 09:31:29 -06:00
US-LLM-007-asistencia-educativa.md	feat(ml): Complete FASE 11 - BTCUSD update and comprehensive documentation alignment	2026-01-07 09:31:29 -06:00
US-LLM-008-recomendaciones-aprendizaje.md	feat(ml): Complete FASE 11 - BTCUSD update and comprehensive documentation alignment	2026-01-07 09:31:29 -06:00
US-LLM-009-consultar-datos-chat.md	feat(ml): Complete FASE 11 - BTCUSD update and comprehensive documentation alignment	2026-01-07 09:31:29 -06:00
US-LLM-010-paper-trading-chat.md	feat(ml): Complete FASE 11 - BTCUSD update and comprehensive documentation alignment	2026-01-07 09:31:29 -06:00