loop-memory

Keep the run state a repeating or long-running loop needs between iterations — a progress file, decision log, known-failures list, run receipts, and a handoff note — on disk instead of in context. Use when work spans sessions or scheduled runs, a run must not redo what a prior run did, or context is filling before a handoff. Not for durable facts about the user (memory-conventions) or a one-off single-session handoff with no recurring loop behind it.