Durable local PostgreSQL memory, lifecycle skills and session hooks
Use when needing to retrieve scoped continuity, store, search, or flush memory — covers orient/flush/store patterns and memory quality standards
Use when reviewing memory health, consolidating stale memories, debugging search quality, or resolving contested memories
