Outlines persistent memory system for making the bot a real conversational
participant that knows people and remembers past interactions. Uses existing
UserNotes column for permanent profiles and a new UserMemory table for
expiring context with LLM-assigned lifetimes.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
