domains / families / science / nvflare-diagnose-job

nvflare-diagnose-job

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Use when the user asks why a reported NVFLARE job failure signal occurred: the job failed, stalled, timed out, lost clients, ended with EXECUTION_EXCEPTION, or produced suspicious errors. Diagnose in simulation, POC, or production by collecting bounded evidence and mapping failure patterns to recovery actions.

When not to use

• Stop this skill path and return to normal handling when no reported NVFLARE job failure signal is present. This includes creating jobs, converting training code, submitting or monitoring healthy runs, downloading normal results from a succ…

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