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Personalized RAG and per-user long-term memory v1.0.0

Use this resource to personalise RAG retrieval for each user

New

  • 356 downloads
  • 119 likes
  • 116 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install per-user-rag-personalization

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 plans separate search spaces per user, preference embeddings and profile-based reranking. It can also add long-term memory with mem0 or Zep. You get a design that accounts for privacy and GDPR.

Mostly picked by

Updated November 2, 2026

Card for the “Personalized RAG and per-user long-term memory” skill

Details

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

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What you get

  • SKILL.md: personalization layers and per-user isolation
  • SKILL.md: personalized reranking, collaborative signals and memory with mem0 or Zep

Good fit for

  • Each user must find their own documents
  • Your assistant needs to remember a user's preferences

Not for

    Tags

    • rag
    • personalization
    • memory
    • gdpr

    About

    You say

    “Personalise my internal assistant's search by each user's role and favourite folders.”

    Card for the “Personalized RAG and per-user long-term memory” 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 personalise RAG retrieval for each user
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md10.7 KB

    Origin and licence

    Listed unmodified

    Author
    claude-dev-suite
    Source
    github.com/claude-dev-suite/claude-dev-suite/tree/e10ab644ba43abe2abc923399226df4af7337214/skills/rag/personalization-rag
    Licence
    MIT

    Notice

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

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