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Typed, reliable LLM outputs v1.0.0

Use this resource to get typed, validated responses from a language model

New

  • 544 downloads
  • 208 likes
  • 112 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install typed-llm-outputs

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 picks the method that fits the model, defines the schema and plans validation and retries. You get reliable data extraction that fits your existing application.

Mostly picked by

Updated November 2, 2026

Card for the “Typed, reliable LLM outputs” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: structured output principles and the agent's role
  • references/patterns.md: schema, validation and retry patterns
  • references/sharp_edges.md: invalid outputs and unhandled edge cases

Good fit for

  • Your application reads a model's answer and crashes when the format changes
  • You extract fields from emails or invoices into a database

Not for

    Tags

    • json
    • structured output
    • pydantic
    • llm
    • validation

    About

    You say

    “Extract the date, amount and supplier of each invoice as a validated Pydantic object.”

    Card for the “Typed, reliable LLM outputs” skill

    Skill published by omer-metin under the Apache-2.0 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 get typed, validated responses from a language model
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/patterns.md13.4 KB
    • references/sharp_edges.md11.2 KB
    • references/validations.md3.4 KB
    • SKILL.md2 KB

    Origin and licence

    Listed unmodified

    Author
    omer-metin
    Source
    github.com/omer-metin/skills-for-antigravity/tree/e8dcf4e8737921a10088bd5c9eb65e81f74c051f/skills/structured-output
    Licence
    Apache-2.0

    Notice

    « structured-output » (omer-metin, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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