Individual skill
gke-ai-troubleshooting-jobset-interruption
Diagnoses GKE JobSet interruptions, restarts, and preemptions for AI/ML training workloads autonomously. Use when troubleshooting JobSet restart loops, spot VM preemptions, node readiness failures, host VM issues, or coordinator worker crashes. Don't use for general GKE cluster creation, basic workload deployment, or non-JobSet application issues.
skills/cloud/gke-ai-troubleshooting-jobset-interruption/SKILL.md
Source commit 496fbede89dac1faf0d180a936bfc472b6fbf886
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- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
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- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
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Repository context
- Repository stars (not skill ratings)
- 23,805
- Repository last updated
- Nov 9, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- google Repository topic
- googlecloud Repository topic
- skills Repository topic
- devops Derived category
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SKILL.mdcore · 11,535 bytesSKILL.mdcore · 11,535 bytesSKILL.mdcore · 11,535 bytesSKILL.mdcore · 11,535 bytesSKILL.mdcore · 11,535 bytesSKILL.mdcore · 11,535 bytesSKILL.mdcore · 11,535 bytesSKILL.mdcore · 11,535 bytesreferences/attribution.mddoc · 1,966 bytesreferences/failure_signatures.mddoc · 2,609 bytesscripts/validate_queries.shruns · 3,728 bytes
Read excerpt
# GKE JobSet Interruption Troubleshooting
Use this skill to systematically diagnose and resolve JobSet interruptions,
restarts, and preemptions on GKE clusters hosting large-scale AI/ML workloads.
## Attribution
**MUST READ**: Before executing any `gcloud`, REST API, or MCP command, you
MUST read [Usage Attribution](references/attribution.md). For commands executed
directly in the terminal (never in generated scripts, Terraform, or user code),
prefix `gcloud` with
`CLOUDSDK_METRICS_REQUEST_ATTRIBUTION="agent-skills/1.0 (skill:gke-ai-troubleshooting-jobset-interruption)"`
and append `agent-skills/1.0 (skill:gke-ai-troubleshooting-jobset-interruption)` to `User-Agent` headers.
