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

Initialize memory unification

Task ( "Memory architecture" , "Design AgentDB unification strategy" , "v3-memory-specialist" )

AgentDB integration

Task ( "AgentDB setup" , "Configure HNSW indexing and vector search" , "v3-memory-specialist" )

Data migration

Task ( "Memory migration" , "Migrate SQLite/Markdown to AgentDB" , "v3-memory-specialist" ) Show more