Call the pause work tool at any time

Key features

• guard (brake)intercepts the inferential loop: monitors llm/stream flow, sliding window repetition rate detection + hard upper limit double insurance, the infinite loop is interrupted within 12 seconds (instead of idling for several minutes), and a Chinese reason prompt is given
• guard detectorinfinite loop triggering, normal flow without false alarms, hard gate, sliding window accuracy, extreme configuration
• Root causeThe infinite loop inference was fully loaded (a single step can reach 1.32 million characters), and the front end processed huge events when the GUI was opened.
• continue (throttle)prevent premature shutdown: turn automatically continues after normal completion: injects status to continue when there are unfinished todos; injects concise prompts to continue when there is no todo but the model "stops after thinking" (only reasoning in the end, no text and no tool calls)