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Turning a question into metadata filters v1.0.0

Use this resource to infer metadata filters from a natural-language question

New

  • 582 downloads
  • 191 likes
  • 176 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install self-querying-metadata-filters

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 sets up a self-querying retriever: an LLM splits a natural-language question into semantic search and structured filters (author, year…). It covers schema declaration, operators, combining with hybrid search and evaluating filter correctness.

Mostly picked by

Updated November 2, 2026

Card for the “Turning a question into metadata filters” skill

Details

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

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What you get

  • SKILL.md: metadata schema, comparators and operators
  • SKILL.md: LangChain SelfQueryRetriever, LlamaIndex equivalent and filter evaluation

Good fit for

  • Your users ask for criteria such as a date or an author
  • Your documents have rich metadata that is not used yet

Not for

    Tags

    • retriever
    • metadata
    • filters
    • langchain

    About

    You say

    “Find the Asimov books published after 2000 from my metadata index.”

    Card for the “Turning a question into metadata filters” 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 infer metadata filters from a natural-language question
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md11.6 KB

    Origin and licence

    Listed unmodified

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

    Notice

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

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