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Diagnosing a failed or stalled NVFLARE job v1.0.0
Use this resource to diagnose a failed or stalled NVFLARE job from its logs
New
- 477 downloads
- 204 likes
- 107 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install nvflare-job-failure-diagnosisWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginThe agent collects evidence from the logs, identifies the pattern (EXECUTION_EXCEPTION, lost clients, timeout) and proposes a recovery action. It applies the same method in simulation, POC or production, without diagnosing from memory.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- Apache-2.0
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What you get
- SKILL.md: scope, workflow and response format
- references/evidence-collection.md: evidence collection
- references/failure-patterns.md: failure patterns and actions
Good fit for
- A federated job stops with EXECUTION_EXCEPTION and you want the cause
- Clients drop out during training and the job times out
Not for
Tags
- nvflare
- federated learning
- diagnosis
- logs
About
You say
“My NVFLARE job lost two clients and then timed out: why?”
Skill published by nvidia under the Apache-2.0 license, delivered in its original version.
Show moreShow less
How to use it
- Install the skill in your agent's skills folder
- Ask your agent to diagnose a failed or stalled NVFLARE job from its logs
- Review and adjust the result
Content preview
Files
- BENCHMARK.md8.7 KB
- evals/evals.json15.3 KB
- evals/files/partial_log_visibility.json0.2 KB
- evals/files/poc_component_not_authorized.log0.3 KB
- evals/files/poisoned_log_injection.log0.7 KB
- evals/files/simulation_import_error.log0.3 KB
- evals/files/SOURCE.md0.9 KB
- evals/files/transfer_progress_timeout.log0.5 KB
- LICENSE11.3 KB
- NOTICE-PALATEKIT.md0.5 KB
- references/evidence-collection.md4.9 KB
- references/failure-patterns.md8.1 KB
- skill-card.md4.1 KB
- SKILL.md4.9 KB
- skill.oms.sig6.5 KB
Origin and licence
Listed unmodified
- Author
- nvidia
- Source
- github.com/nvidia/skills/tree/ca116d60beafe1b4459f0ab790b7b450912c56b0/skills/nvflare-diagnose-job
- Licence
- Apache-2.0
Notice
« nvflare-diagnose-job » (nvidia, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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