StateWise: Diagnosing and Repairing Persistent Operational State Before Agent Actions.

arXiv:2610.05241v1 Announce Type: cross Abstract: LLM agents combine reasoning, tool use, and persistent memory to support work across tasks by reusing stored operational records as premises for later actions. However, environmental or requirement changes can