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Generating typed structured outputs with Outlines v1.0.0

Use this resource to guarantee a JSON structure or Pydantic type during generation

New

  • 317 downloads
  • 196 likes
  • 148 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install outlines-typed-structured-generation

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 guides you through installing Outlines, loading a local model, then generating output constrained by a type or a Pydantic model. It covers JSON schemas and classification tasks.

Mostly picked by

Updated November 2, 2026

Card for the “Generating typed structured outputs with Outlines” skill

Details

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

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What you get

  • SKILL.md: installation, type constraints and Pydantic models
  • references/json_generation.md, backends.md and examples.md: JSON generation, backends and examples

Good fit for

  • You want structured answers your code can use
  • You run local models with Transformers or vLLM

Not for

    Tags

    • structured generation
    • pydantic
    • json
    • constraint

    About

    You say

    “Have customer reviews classified into three fixed categories, with output validated by Pydantic.”

    Card for the “Generating typed structured outputs with Outlines” skill

    Skill published by Orchestra Research 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 guarantee a JSON structure or Pydantic type during generation
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/backends.md14.7 KB
    • references/examples.md21.5 KB
    • references/json_generation.md15.2 KB
    • SKILL.md16.2 KB

    Origin and licence

    Listed unmodified

    Author
    Orchestra Research
    Source
    github.com/orchestra-research/ai-research-skills/tree/773a52944ba4747a18bd4ae9ade53fff041adcbc/16-prompt-engineering/outlines
    Licence
    MIT

    Notice

    « outlines » (Orchestra Research, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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