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Debugging a Qdrant incident with metrics v1.0.0

Use this resource to diagnose a production Qdrant incident from its metrics

New

  • 432 downloads
  • 192 likes
  • 213 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install qdrant-incident-metrics-debugging

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 checks the optimizer status first, then memory, then request metrics, in that order. You get a likely cause for each incident and the metrics to watch to confirm it.

Mostly picked by

Updated November 2, 2026

Card for the “Debugging a Qdrant incident with metrics” 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: diagnostic method for a stuck optimizer, high memory and slow queries
  • SKILL.md: list of things not to do during an incident

Good fit for

  • The optimizer has been running for hours without finishing
  • Search latency suddenly increased

Not for

    Tags

    • qdrant
    • incident
    • optimizer
    • memory
    • metrics

    About

    You say

    “My collection's optimizer has been stuck for six hours, help me find the cause.”

    Card for the “Debugging a Qdrant incident with metrics” skill

    Skill published by qdrant 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 a production Qdrant incident from its metrics
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md3.6 KB

    Origin and licence

    Listed unmodified

    Author
    qdrant
    Source
    github.com/qdrant/skills/tree/15793b641b7bc85d2e7dc59be1b796381ce715ba/skills/qdrant-monitoring/debugging
    Licence
    Apache-2.0

    Notice

    « qdrant-monitoring-debugging » (qdrant, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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