Persistent memory management for maintaining agent state across sessions. Use when you need to update current status (NOW.md), log activities and thoughts (LOG.md), recall past information from semantic memory (ChromaDB), or save/retrieve user facts and preferences (SQLite). This is a core AgentOS skill for managing agent memory across any domain.