A GitHub repo packages a bilingual Loop Engineering Orange Book around a simple shift, stop prompting one agent and design a timed outer system that spawns helpers, verifies work, remembers state, and chooses the next step. The useful security-adjacent hook is the cost list, especially verification debt, token blowout, and cognitive surrender, because unattended agent loops need firmer boundaries than a good demo README can prove.