home/categories/debugging/orchestra-research-ai-research-skills-16-prompt-engineering-instructor-skill-md
debuggingtools
instructor
Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor - battle-tested structured output library
maintainer
Orchestra-Research
Updated 11/20/2025
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6563
Forks
515
quick start
Installation and usage
Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor - battle-tested structured output library
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use instructor