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Agent Skills Guide

instructor

published 2026/03/13

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

📦 Install Skill

Command line install

Install directly with the `skills` CLI.

npx skills add Aum08Desai/hermes-research-agent/skills/mlops/inference/instructor

Local download

Download only this skill directory.

Download instructor only
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