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
اپ ڈیٹ ہوا 11/20/2025
اسٹارز
6563
فورکس
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
انسٹالیشن
$ install --globalskills.sh
استعمال
انسٹال کرنے کے بعد، آپ یہ اسکل ٹرمینل میں درج ذیل کمانڈ چلا کر استعمال کر سکتے ہیں:
skills use instructor