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Analyzing Elastic ML anomalies and detection jobs v1.0.0
Use this resource to analyze Elastic ML anomalies and troubleshoot detection jobs
New
- 574 downloads
- 167 likes
- 169 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install ml-anomaly-root-cause-analysisWith 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 loginThe agent reads results from the anomaly indices and job state through the ML API, then answers what caused an incident, explains a score or diagnoses a stopped datafeed. You get an analysis based on actual results.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- Apache-2.0
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What you get
- SKILL.md: investigation, score explanation and troubleshooting modes
- references/investigation-queries.md: investigation queries
- references/troubleshooting-reference.md: job and datafeed failures
Good fit for
- A datafeed stopped and the job no longer produces results
- An anomaly score looks too high and you want it explained
Not for
Tags
- machine learning
- anomalies
- rca
- datafeed
About
You say
“Why did this service's anomaly score rise last night?”
Skill published by elastic under the Apache-2.0 license, delivered in its original version.
Show moreShow less
How to use it
- Install the skill in your agent's skills folder
- Ask your agent to analyze Elastic ML anomalies and troubleshoot detection jobs
- Review and adjust the result
Content preview
Files
- LICENSE11.3 KB
- NOTICE-PALATEKIT.md0.5 KB
- references/agent-builder-companion.md0.9 KB
- references/anomaly-detection-functions.md12 KB
- references/investigation-queries.md3.5 KB
- references/job-creation-recipes.md7.9 KB
- references/observability-anomaly-expert.md4.6 KB
- references/protocols/investigation.md5.8 KB
- references/README.md2 KB
- references/score-reference.md7.1 KB
- references/security-anomaly-expert.md5.1 KB
- references/troubleshooting-reference.md4.2 KB
- references/worked-example.md7.8 KB
- SKILL.md24 KB
Origin and licence
Listed unmodified
- Author
- elastic
- Source
- github.com/elastic/agent-skills/tree/cdcc551b6c3f254793a2fd6a179ff924f0bfbfb8/skills/kibana/kibana-anomaly-detection
- Licence
- Apache-2.0
Notice
« kibana-anomaly-detection » (elastic, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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