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Detect telemetry anomalies v1.0.0

Use this resource to review device telemetry before approving a rollout

New

  • 394 downloads
  • 138 likes
  • 208 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install device-telemetry-anomaly-check

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 runs anomaly detection on a device's recent data and classifies each anomaly: spike, flatline, drift, oscillation, pattern break or group outlier. Above a score of 0.9, it recommends quarantine.

Mostly picked by

Updated November 2, 2026

Card for the “Detect telemetry anomalies” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: detection command and anomaly types
  • SKILL.md: quarantine threshold and pattern storage

Good fit for

  • A device reports odd metrics
  • You need to approve a firmware rollout stage

Not for

    Tags

    • IoT
    • anomalies
    • telemetry
    • quarantine

    About

    You say

    “Check the telemetry of the office Seed device and tell me whether to quarantine it.”

    Card for the “Detect telemetry anomalies” skill

    Skill published by ruvnet under the MIT 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 review device telemetry before approving a rollout
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md0.8 KB

    Origin and licence

    Listed unmodified

    Author
    ruvnet
    Source
    github.com/ruvnet/ruflo/tree/89b0cd02dd99ea1f63437fde6c05992ec53cc22b/plugins/ruflo-iot-cognitum/skills/iot-anomalies
    Licence
    MIT

    Notice

    « iot-anomalies » (ruvnet, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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