What problem does it solve? When a machine stalls, times out, or slows down, engineers must manually read long state-record logs to find where the process got stuck. This Skill quickly analyzes the Task_ListWithTime.csv produced by DoStateRecord to pinpoint the abnormal time window, the stuck State/Task, and the most likely root cause. ## Core Features & Use Cases - Anomaly Localization: Detects abnormal segments via excessive durations, repeated states, and error keywords, then isolates the 20-50 records around the fault. - Root Cause Hypotheses: Produces a ranked Top-3 root cause list (sensor, motor axis, communication, fixture, logic, or parameters) with the shortest verification steps for each. - Structured Reporting: Outputs a fixed format covering problem summary, key evidence, hypotheses, verification steps, and temporary/permanent fixes. - Use Case: An operator reports the machine stopped mid-cycle. Provide the Task_ListWithTime.csv and receive an immediate answer identifying which State it stalled in, how long it stayed there, and what to check first on the floor. ## Quick Start Analyze this Task_ListWithTime.csv from DoStateRecord and tell me where the machine got stuck and the most likely root cause.
