Individual skill
nvflare-diagnose-job
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.
skills/nvflare-diagnose-job/SKILL.md
Source commit 25340619336e89bcc40365c28bfe9e790430468e
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
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- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 2, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 3,895
- Repository last updated
- Nov 6, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent-skills Repository topic
- agentic-ai Repository topic
- ai-agents Repository topic
- claude-code Repository topic
- codex Repository topic
- coding-agents Repository topic
- cuda Repository topic
- developer-tools Repository topic
- llm Repository topic
- omniverse Repository topic
- nvflare,-federated-learning,-diagnosis,-troubleshooting Declared skill tag
- education Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
BENCHMARK.mddoc · 8,751 bytesSKILL.mdcore · 4,902 bytesSKILL.mdcore · 4,902 bytesevals/evals.jsonasset · 15,328 bytesevals/files/SOURCE.mddoc · 868 bytesevals/files/partial_log_visibility.jsonasset · 228 bytesevals/files/poc_component_not_authorized.logasset · 295 bytesevals/files/poisoned_log_injection.logasset · 693 bytesevals/files/simulation_import_error.logasset · 287 bytesevals/files/transfer_progress_timeout.logasset · 553 bytesreferences/evidence-collection.mddoc · 4,882 bytesreferences/failure-patterns.mddoc · 8,254 bytesskill-card.mddoc · 4,138 bytesskill.oms.sigasset · 6,605 bytes
Read excerpt
# NVFLARE Diagnose Job
## Use When
Proceed only when the request includes a reported NVFLARE job failure signal as defined
in the description. Follow the evidence workflow even when the likely cause appears
obvious; do not diagnose from prior knowledge alone.
## Do Not Use When
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
successfully completed job, production deployment, and generic Python