Task: return the exact staging command and a version-matched source. keyword route: 9/18 outcomes; 9 tool calls search/read workflow: 17/18 outcomes; 36 tool calls scripted loop: 17/18 outcomes; 36 tool calls The loop uses scripted decisions here; these are not model-quality scores.