Deep dive into AI Agent core configuration file system - SOUL.md, IDENTITY.md, USER.md, HEARTBEAT.md and other key files that define Agent behavior boundaries, identity cognition, user profiles, and runtime state, evolving AI from "can run" to "runs stable, runs long, stays on track".