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Draft evaluation
Industrial Equipment Vibration Diagnostics Agent using Claude Agents SDK — evaluation
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
Not declared
The author has not specified a rigor level.
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)