ops-diagnose-workload

Diagnoses rejected, held (JobHeldUser / JobHeldAdmin), suspended (Workload not admitted), pending (BadConstraints / Pod Pending), preempted, or cancelled Slurm workloads and captures diagnostic state snapshots across Slurm, k8s-bridge, Kueue, JobSet, and dynamic slurmd pods. Use when troubleshooting why a submitted Slurm job is stuck or failed, or when collecting a cluster diagnostic dump. Don't use for destructive state cleanup, pod deletion, or draining orphaned nodes (use ops-cleanup-state).

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Repository: GoogleCloudPlatform/k8s-bridge
Last source activity: November 3, 2026 at 10:55
Detected SKILL.md language: English
Stars: 17
Forks: 7

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ops-diagnose-workload

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dev-api-and-codegen

Adds or modifies Kubernetes Custom Resource Definition (CRD) Go types in api/, Kubebuilder validation markers, RBAC annotations, Kustomize bases, and Helm chart templates, values, and CRD schemas; regenerates manifests, ClusterRoles, and DeepCopy methods via make manifests and make generate; and audits pre-PR repository parity across config/, helm/, VERSION, and docs/examples/ YAMLs. Use when changing WorkloadMixing API struct fields, updating CRD validation or RBAC permissions, editing Helm/Kustomize packaging templates, or verifying zero codegen and manifest drift before a pull request. Don't use for implementing Go controller reconciliation logic (use dev-controller-and-translator), Slurm Lua scripts (use dev-slurm-lua), or running unit/E2E test suites (use test-unit-and-lint or test-e2e-cluster).

2026-11-03

dev-controller-and-translator

Implements or modifies Go operator reconciliation loops in internal/controller/, Slurm REST polling and event deduplication, JobSet translation, ClientMap and JWT token management, and Prometheus metric instruments. Use when changing how Slurm jobs are polled, translated into JobSets, unheld, preempted, or torn down in Go source code. Don't use for Slurm Lua submission plugins (use dev-slurm-lua), CRD schema or Helm template changes (use dev-api-and-codegen), deploying or upgrading the operator chart in a cluster (use infra-deploy-stack), or writing unit/E2E test suites (use test-unit-and-lint or test-e2e-cluster).

2026-11-03

dev-slurm-lua

Implements, modifies, and tests the Slurm Lua plugins (hack/job_submit.lua and hack/cli_filter.lua) that validate CLI options, place jobs on bridged partitions into auto-hold, and protect k8s-bridge job constraints. Use when adding allowed Slurm CLI flags, changing job submission or modification interception rules in Lua, or testing plugin behavior with non-root users. Don't use for Go controller or JobSet translator changes (use dev-controller-and-translator) or cluster partition mapping configuration (use infra-configure-crs).

2026-11-03

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