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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

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Install

armory install instructor --cli claude

writes the skill into.claude/skills/instructor/SKILL.mdListed as compatible

Configuration
# fetches the source and writes it to:
.claude/skills/instructor/SKILL.md

Needs the armory CLI · not on npm yet, build it from cli/ in the repository

What it is

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

When to use it

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 install / invoke

# Copy the skill into your .claude/skills/ directory
curl -sL https://raw.githubusercontent.com/davila7/claude-code-templates/main/cli-tool/components/skills/ai-research/prompt-engineering-instructor/SKILL.md -o .claude/skills/prompt-engineering-instructor/SKILL.md

Notes

Extracted from davila7/claude-code-templates, prompt-engineering-instructor category.