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
Third-Party Agent Skill: Review the code before installing. Agent skills execute in your AI assistant's environment and can access your files. Learn more about security
Installation for Agentic Skill
View all platforms →skilz install zechenzhangAGI/AI-research-SKILLs/instructorskilz install zechenzhangAGI/AI-research-SKILLs/instructor --agent opencodeskilz install zechenzhangAGI/AI-research-SKILLs/instructor --agent codexskilz install zechenzhangAGI/AI-research-SKILLs/instructor --agent geminiFirst time? Install Skilz: pip install skilz
Works with 22+ AI coding assistants
Cursor, Aider, Copilot, Windsurf, Qwen, Kimi, and more...
Extract and copy to ~/.claude/skills/ then restart Claude Desktop
git clone https://github.com/zechenzhangAGI/AI-research-SKILLscp -r AI-research-SKILLs/16-prompt-engineering/instructor ~/.claude/skills/Need detailed installation help? Check our platform-specific guides:
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Agentic Skill Details
- Owner
- zechenzhangAGI (GitHub)
- Repository
- AI-research-SKILLs
- Type
- Non-Technical
- Meta-Domain
- general
- Primary Domain
- general
- Sub-Domain
- github skill use
- Market Score
- 28
Browse Category
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