gke-ai-troubleshooting-jobset-interruption
gke-ai-troubleshooting-jobset-interruption is an agent skill published by google, listed under deploy & operate. It lives in the google/skills repository, which has 21,580 GitHub stars and is licensed under Apache-2.0; we last read it on 2026-10-20.
Diagnoses and restarts GKE JobSet interruptions and preemptions for AI/ML training workloads autonomously. Requires credentials to access GKE cluster.
Install
skills is a generic installer for any repository of Claude agent skills -- it reads google/skills’s own structure rather than assuming one, the same way this page reads the skill’s own SKILL.md rather than assuming a format.
npx skills add google/skills
Maintenance
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.
gke-ai-troubleshooting-jobset-interruption compared with similar skills
| Skill | Publisher | What it does | Repo stars | Last update |
|---|---|---|---|---|
| gke-ai-troubleshooting-jobset-interruption (this page) | Diagnoses GKE JobSet interruptions, restarts, and preemptions for AI/ML training workloads autonomously. Use… | 21,580 | 2026-10-25 | |
| agent-platform-endpoint-management(same repository) | Manages Agent Platform serving endpoints. Use when you need to create, list, describe, update, or delete serv… | 21,580 | 2026-10-25 | |
| agent-platform-model-registry(same repository) | Agent Platform Model Registry Management. Use when you need to upload, list, describe, update, or delete mach… | 21,580 | 2026-10-25 | |
| application-design-center-design-deploy(same repository) | Processes GCP infrastructure design and deployment workflows within Application Design Center (ADC). Use when… | 21,580 | 2026-10-25 | |
| cloud-build-basics(same repository) | Teaches the fundamentals of Cloud Build on Google Cloud. Covers core concepts, API enablement, console naviga… | 21,580 | 2026-10-25 | |
| cloud-monitoring-chart-generation(same repository) | Generates Cloud Monitoring Server-Driven UI (SDUI) Widget and XyChart Protocol Buffer textprotos on Google Cl… | 21,580 | 2026-10-25 | |
| cloud-monitoring-metric-selection(same repository) | Retrieve, query, and identify relevant Cloud Monitoring metric descriptors on Google Cloud for a service or r… | 21,580 | 2026-10-25 |
Skills from the same repository first, then others for this job by repository stars. Figures are from each repository when we last read it.
Common questions about gke-ai-troubleshooting-jobset-interruption
- What does gke-ai-troubleshooting-jobset-interruption do?
- Diagnoses and restarts GKE JobSet interruptions and preemptions for AI/ML training workloads autonomously. Requires credentials to access GKE cluster.
- How do I install gke-ai-troubleshooting-jobset-interruption?
- Run npx skills add google/skills. The skills installer reads the repository’s own structure, so it works for any repository of agent skills.
- Who publishes gke-ai-troubleshooting-jobset-interruption?
- google.
- Is gke-ai-troubleshooting-jobset-interruption maintained, and what licence does it use?
- Its repository has 21,580 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-25. The repository declares the Apache-2.0 licence.
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