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RAG guardrails: forced citations and groundedness v1.0.0

Use this resource to reduce hallucinations and enforce citations in a RAG system

New

  • 459 downloads
  • 108 likes
  • 166 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install rag-guardrails-groundedness

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 requires a citation in every sentence, computes a groundedness score with natural language inference, plans a refusal when sources are not enough and validates output with Pydantic or NeMo Guardrails. You get a multi-layer control chain.

Mostly picked by

Updated November 2, 2026

Card for the “RAG guardrails: forced citations and groundedness” skill

Details

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

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What you get

  • SKILL.md: layered defence model and forced citations
  • SKILL.md: NLI groundedness score, self-check, refusal and NeMo Guardrails

Good fit for

  • Your assistant invents answers when the sources are empty
  • Your answers must be verifiable by a lawyer or a doctor

Not for

    Tags

    • rag
    • hallucinations
    • citations
    • guardrails

    About

    You say

    “Add mandatory citations to my HR assistant and a refusal when the answer is not in the documents.”

    Card for the “RAG guardrails: forced citations and groundedness” 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 reduce hallucinations and enforce citations in a RAG system
    3. Review and adjust the result

    Content preview

    Files

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

    Origin and licence

    Listed unmodified

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

    Notice

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

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