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Diagnosing Kubernetes workload and node failures v1.0.0

Use this resource to diagnose Kubernetes workload and node failures

New

  • 574 downloads
  • 157 likes
  • 124 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install kubernetes-workload-failure-diagnosis

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent correlates cluster state, pod runtime metrics, Kubernetes events and application logs to identify the root cause across workload, node and control-plane layers. You get a probable cause for each layer.

Mostly picked by

Updated November 2, 2026

Card for the “Diagnosing Kubernetes workload and node failures” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: scope, indices, key fields and ES|QL gotchas
  • references/failure-modes.md: failure-mode taxonomy
  • references/query-recipes.md: ready-to-run Kubernetes queries

Good fit for

  • Pods restart in a loop after a deployment
  • A node runs out of memory and pods get evicted

Not for

    Tags

    • kubernetes
    • pods
    • opentelemetry
    • diagnosis

    About

    You say

    “The API pods have been restarting in a loop since the deploy: what's the cause?”

    Card for the “Diagnosing Kubernetes workload and node failures” skill

    Skill published by elastic under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to diagnose Kubernetes workload and node failures
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/failure-modes.md9 KB
    • references/query-recipes.md4 KB
    • SKILL.md33.1 KB

    Origin and licence

    Listed unmodified

    Author
    elastic
    Source
    github.com/elastic/agent-skills/tree/cdcc551b6c3f254793a2fd6a179ff924f0bfbfb8/skills/observability/k8s-investigation
    Licence
    Apache-2.0

    Notice

    « observability-k8s-investigation » (elastic, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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