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SKILL.md

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

install hyperpod-cluster-debugger
# install the agent-plugins pack with the skills CLI
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)

plugins/sagemaker-ai/skills/hyperpod-cluster-debugger/SKILL.md

Apache-2.0Full file
1# HyperPod Cluster Debugger
2
3**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).
4
5**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).
6
7`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>`.
8
9| 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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