autoloop: Stop Cleanly terminate a self-revising loop. Appends a section with timestamp + reason, sends a summarizing final state, and stops scheduling new wake-ups. The next firing will see the DONE marker and exit without acting. Self-Evolving Skill : This skill improves through use. If instructions are wrong, parameters drifted, or a workaround was needed — fix this file immediately, don't defer. Only update for real, reproducible issues. Arguments - Positional (optional): reason string. Defaults to "user-requested stop". - (flag, optional): retain the state directory after stop instead of…