V3 Memory Unification What This Skill Does Consolidates disparate memory systems into unified AgentDB backend with HNSW vector search, achieving 150x-12,500x search performance improvements while maintaining backward compatibility. Quick Start Systems to Unify Legacy Systems → AgentDB Implementation Architecture Unified Memory Service HNSW Vector Search Migration Strategy Phase 1: Foundation Phase 2: Data Migration SONA Integration Learning Pattern Storage Performance Targets - Search Speed : 150x-12,500x improvement via HNSW - Memory Usage : 50-75% reduction through optimization - Query Late…