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Public evaluation

vibration_spectrum_analysis

Evaluates accuracy of bearing fault mode detection from spectral peak frequencies.

Evaluation type
task based
Challenge
Industrial Equipment Vibration Diagnostics Agent using Claude Agents SDK
Difficulty
Intermediate
Rigor
Unspecified

Evaluation overview

How the linked challenge is judged: tasks, benchmarks, and criteria count.

Tasks
1
Benchmarks
0
Criteria
0

Task templates

Inputs and expected outputs.

Task 1

vibration_spectrum_analysis

Ingests vibration FFT frequency vector and determines failure mode.

Input format

JSON containing peak frequencies (Hz) and amplitudes (g)

Output format

JSON detailing root cause fault mode and estimated remaining useful life (RUL)