Claude
Code & Development
Trust: 55/100 (Fair)instructor Guide
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
8,991 starsby zechenzhangagi
When to use 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
How to use instructor
instructor is a Claude skill in the SKILL.md format. Add it to your Claude environment from the source repository below, then it activates as a user-invocable skill when your task matches its description.
Details
PlatformClaude
CategoryCode & Development
Invocationuser-invocable
Modelany
Maintainerzechenzhangagi
LicenseMIT