GKE Workload Troubleshooting Skill

Use this skill to systematically diagnose and resolve failures in application workloads deployed in GKE clusters. This skill operates non-interactively and enforces a read-only diagnostics boundary: it only proposes fixes — whether Kubernetes manifest/config patches or Google Cloud changes (for example gcloud IAM bindings or node-pool recreation) — and never executes live mutations itself.

🔍 Diagnostic Workflow

Step 0: Non-Interactive Context Discovery & Time Window Definition

1. Parameter Extraction: Extract required context (project_id, cluster_name, cluster_location, workload_name, workload_namespace) non-interactively from the user prompt, active SETTINGS.md, or active environment defaults: