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feat: ToolTimeoutCascadeBandAdvisor (HITL bands) - #281
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Co-authored-by: shunqil <shunqil@usc.edu>
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Summary
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ToolTimeoutCascadeBandAdvisorgatescascade_ratiowith HITL bands.Why
Gap vs LangGraph/CrewAI/AutoGen tool-timeout cascade monitors. Distinct from
HandoffTimeoutBandAdvisor/CriticTimeoutBandAdvisor.Stack: GPT-5.5 / Claude Sonnet 4.6 / Gemini 3.x / Kimi K2.