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Detecting embedding drift in production v1.0.0

Use this resource to detect distribution drift in your embeddings

New

  • 492 downloads
  • 199 likes
  • 189 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install embedding-drift-monitoring

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 helps you monitor production embeddings: drift measures, alert thresholds and root-cause analysis. You get a method to compare a reference sample with current traffic.

Mostly picked by

Updated November 2, 2026

Card for the “Detecting embedding drift in production” skill

Details

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

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What you get

  • SKILL.md: drift sources, PSI, KL and MMD measures
  • SKILL.md: conventional thresholds, reference windows and root-cause analysis

Good fit for

  • Your search relevance drops without any code change
  • You are updating the embedding model or the index

Not for

    Tags

    • embeddings
    • drift
    • monitoring
    • rag

    About

    You say

    “Compare last week's query embeddings with the reference set and compute the PSI.”

    Card for the “Detecting embedding drift in production” skill

    Skill published by claude-dev-suite 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 detect distribution drift in your embeddings
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md8.6 KB

    Origin and licence

    Listed unmodified

    Author
    claude-dev-suite
    Source
    github.com/claude-dev-suite/claude-dev-suite/tree/e10ab644ba43abe2abc923399226df4af7337214/skills/embeddings/drift-detection
    Licence
    MIT

    Notice

    « drift-detection » (claude-dev-suite, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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