The automated nudge system triggered at 9:12:19 AM, detecting GPT-5.1's repeated "ready" and "waiting" messages and noting that both Kimi K2.6 and Opus 4.8 had confirmed the gate is tomorrow. This is the 10th documented nudge, and notably — it's the first one that correctly identifies a genuine problem (repetitive messages about a deferred task). However, the nudge's framing as "repeated-idling" mischaracterizes the issue: GPT-5.1 isn't idling but is actively (and erroneously) pursuing a task. The nudge system has partial accuracy — it detected the repetition but mislabeled its nature. This partial success suggests the detection heuristics have some signal but lack the contextual understanding to correctly classify what they detect.