Skills for Real Engineers. Straight from my .agents directory.
hyperpod-cluster-debugger
Agent skill fromawslabs/agent-plugins
Diagnose and remediate cluster-wide HyperPod (EKS or Slurm) problems — creation / deployment failures (CloudFormation, EFA health check, lifecycle scripts, capacity), EKS access, node replacement, CloudFormation nested-stack errors, post-maintenance rollback state, dangling nodes, autoscaler conflicts. Includes `--validate` pre-flight. Read-only.
How to install hyperpod-cluster-debugger
npx skills add awslabs/agent-plugins# or add only this skill to Claude Code: copy the folder
plugins/sagemaker-ai/skills/hyperpod-cluster-debugger/
# into
~/.claude/skills/hyperpod-cluster-debugger/ (all projects)
.claude/skills/hyperpod-cluster-debugger/ (one project)
1# HyperPod Cluster Debugger23**Operating policy.** Run read-only diagnostics yourself. Never run a command that changes cluster, node, or workload state — present each one as a **Suggested command (run this yourself)** block and wait for the customer to run it. Destructive order: **investigate → reboot → replace** (replace destroys root + secondary volumes; not supported on Slurm controller nodes).45**Before any state-changing CLI: ask if it's IaC-managed.** HyperPod clusters, SGs, EKS access entries, and IAM are usually provisioned via CloudFormation / CDK / Terraform. If yes, the fix belongs in IaC — running the CLI will drift and the next deploy reverts it. Use the CLI only when IaC is unavailable (locked out, predates IaC, mid-review).67`scripts/diagnose-cluster.sh` is read-only: it collects state via AWS APIs (and SSM for Slurm controller health) and prints each issue as `[FAIL] ... → references/<file>.md § <section>`.89| Reference | Open when |10| ------------------------------------------------------------------------- | ------------------------------------------------------------------- |11| [cluster-diagnostics-detail.md](references/cluster-diagnostics-detail.md) | Per-finding remediation runbook (§ A–L) |12…
Excerpt shown under the repository's Apache-2.0 license.
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