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Structured output extraction from LLMs v1.0.0

Use this resource to extract structured data from LLM responses

New

  • 517 downloads
  • 196 likes
  • 217 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install llm-structured-output-extraction

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 JSON mode, function calling and structured prompting, then writes the schema and its Zod validation. It adds an automatic retry when validation fails. You get a typed extractor for your LLM responses.

Mostly picked by

Updated November 2, 2026

Card for the “Structured output extraction from LLMs” skill

Details

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

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What you get

  • SKILL.md: five-step method and comparison of approaches
  • SKILL.md: function calling, Zod validation and retry examples

Good fit for

  • Your app expects JSON from a model and breaks on malformed replies
  • You want function calling with reliable TypeScript types

Not for

    Tags

    • structured output
    • json
    • zod
    • llm
    • validation

    About

    You say

    “Extract the name, amount and date from these invoices as JSON validated with Zod.”

    Card for the “Structured output extraction from LLMs” skill

    Skill published by patricio0312rev 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 extract structured data from LLM responses
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md14.5 KB

    Origin and licence

    Listed unmodified

    Author
    patricio0312rev
    Source
    github.com/patricio0312rev/skills/tree/79ea6af485698b31060b63f0066f712560757b29/ai-engineering/structured-output-extractor
    Licence
    MIT

    Notice

    « structured-output-extractor » (patricio0312rev, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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