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Feedback loops to improve a RAG system v1.0.0

Use this resource to use user feedback to improve a RAG system

New

  • 330 downloads
  • 222 likes
  • 156 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install rag-user-feedback-loops

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 defines a logging schema for explicit and implicit signals, connects the data to Langfuse or LangSmith, extracts hard negatives and prepares embedding or reranker fine-tuning. You get a feedback pipeline and an A/B test plan.

Mostly picked by

Updated November 2, 2026

Card for the “Feedback loops to improve a RAG system” skill

Details

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

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What you get

  • SKILL.md: explicit and implicit signals, logging schema
  • SKILL.md: Langfuse and LangSmith integration, hard negatives and fine-tuning

Good fit for

  • You get thumbs up and down without knowing what to fix
  • You want to compare two variants of your RAG in production

Not for

    Tags

    • rag
    • user feedback
    • a/b testing
    • embeddings

    About

    You say

    “Set up collection of thumbs and clicks on my assistant's sources and prepare the hard negatives.”

    Card for the “Feedback loops to improve a RAG system” 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 use user feedback to improve a RAG system
    3. Review and adjust the result

    Content preview

    Files

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

    Origin and licence

    Listed unmodified

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

    Notice

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

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