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Service RED metrics and runtime health v1.0.0

Use this resource to track the health and performance of application services

New

  • 508 downloads
  • 135 likes
  • 109 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install service-red-metrics-runtime

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 queries service RED metrics, calculates p95 and p99, spots error spikes and checks SLA compliance. It also covers runtime specifics such as the Java garbage collector, the Node.js event loop or Go goroutines.

Mostly picked by

Updated November 2, 2026

Card for the “Service RED metrics and runtime health” 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: RED metrics, advanced analysis and scope rules
  • references/: runtime-specific metrics for Java, .NET, Node.js, Python, PHP and Go

Good fit for

  • Your API p95 is drifting and you want to know why
  • A Java service uses too much memory because of garbage collection

Not for

    Tags

    • red
    • latency
    • errors
    • service

    About

    You say

    “Show the error rate and p95 of my payment service hour by hour over 24 hours.”

    Card for the “Service RED metrics and runtime health” skill

    Skill published by dynatrace 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 track the health and performance of application services
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.7 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/dotnet.md3.6 KB
    • references/go.md7 KB
    • references/java.md9.3 KB
    • references/nodejs.md4.2 KB
    • references/php.md6.6 KB
    • references/python.md3.8 KB
    • references/service-metrics.md16.3 KB
    • SKILL.md13.2 KB

    Origin and licence

    Listed unmodified

    Author
    dynatrace
    Source
    github.com/dynatrace/dynatrace-for-ai/tree/0c0375cbf15d902a8f7975dd51a6decfdf46f864/skills/dt-obs-services
    Licence
    Apache-2.0

    Notice

    « dt-obs-services » (dynatrace, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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