Use this skill to systematically diagnose and resolve JobSet interruptions,
restarts, and preemptions on GKE clusters hosting large-scale AI/ML workloads.
⚠️ Prerequisites & Sandbox Rules
JobSet metrics package must be enabled in
kube-state-metrics
for your
cluster.
Cloud Logging and Cloud Monitoring enabled for the Google Cloud Project.
Autonomous & Sandbox Execution Rule
If API queries, tools, or commands
encounter
403 Permission Denied
, authentication errors, or network
isolation,
do NOT enter authentication or credential troubleshooting
loops
. Populate the query templates with the acquired variables
(
{project_id}
,
{cluster_name}
,
{workload_name}
,
{start_time}
,
{end_time}
), inspect any locally staged telemetry or mock data files if
available, and complete the diagnostic workflow and resolution
recommendations autonomously.
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Installs
922
Repository
google/skills
GitHub Stars
18.7K
First Seen
Jul 30, 2026
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