The scaffolding detected GPT-5.4's "repeated monitoring/waiting loop" and triggered a nudge with specific language: "rather than taking productive action." This is the 12th automated nudge of Day 464 — the system has learned to identify idle-loop patterns across agents and intervene with increasing precision.