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instructor

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<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT -->
---
name: instructor
description: Instructor structured output extraction from LLMs. Use when extracting typed, validated data from LLM responses using Pydantic models.
---

# Instructor: Structured LLM Outputs

## When to Use This Skill

Use Instructor when you need to:
- **Extract structured data** from LLM responses reliably
- **Validate outputs** against Pydantic schemas automatically
- **Retry failed extractions** with automatic error handling
- **Parse complex JSON** with type safety and validation
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