RCP Production Readiness Roadmap

**Goal:** Bring the RCP (Ring Contextual Propagation) system from standalone research code to production-ready integration with the DLM system. **Timeline:** 2-3 weeks for core integration, 4-6 weeks for full production deployment **Impact:** Unified knowledge system across all conversations with cross-conversation understanding and dynamic context assembly. ### ✅ What Works - RCP core framework (~16K lines implemented) - Coordinate computation system - Ring topology modeling - Cross-conversation consolidation - Dynamic context assembly - Knowledge evolution engine ### ❌ Production Blockers 1. **Import Structure Issues** - Relative imports prevent standalone use 2. **No Integration with DLM** - Completely separate from production code 3. **Missing Dependencies** - Need to verify all deps are installed 4. **No API Layer** - No way to call RCP from applications 5. **Untested** - No integration tests 6. **No Configuration** - Hardcoded values, no prod config 7. **IRCP Models Untrained** - ML models exist but not trained on data