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Agentic RAG: self-correction and multi-hop v1.0.0

Use this resource to design a RAG system that decides when and where to search

New

  • 535 downloads
  • 163 likes
  • 240 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install agentic-rag-patterns

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 compares static and agentic RAG, then implements Self-RAG, CRAG, adaptive routing, ReAct with a retrieval tool and plan-and-execute, with guardrails on the loop. You get an architecture and starter code, including LangGraph examples.

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Updated November 2, 2026

Card for the “Agentic RAG: self-correction and multi-hop” skill

Details

Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: selection criteria, ReAct retrieval tool, Self-RAG and CRAG patterns
  • SKILL.md: adaptive routing, multi-hop retrieval and loop guardrails

Good fit for

  • Your RAG fails when the first search returns the wrong documents
  • Your questions need several sources or several steps

Not for

    Tags

    • rag
    • agents
    • langgraph
    • retrieval

    About

    You say

    “Turn my legal RAG into a CRAG pipeline: if the sources are weak, run a web search.”

    Card for the “Agentic RAG: self-correction and multi-hop” 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 design a RAG system that decides when and where to search
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md10.4 KB

    Origin and licence

    Listed unmodified

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

    Notice

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

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