Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse comp…
Part of AI Research Skills (Orchestra)Pack · 98 skills
by Orchestra-Research· AI & agentsUnclaimed · Yours? Claim it
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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
Skills people install alongside instructor.
Runs on your machine.
Runs on your machine.
Runs on your machine.
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/16-prompt-engineering/instructor ~/.copilot/skills/instructor
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npx -y degit Orchestra-Research/AI-Research-SKILLs/16-prompt-engineering/instructor ~/.cursor/skills/instructor
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npx -y degit Orchestra-Research/AI-Research-SKILLs/16-prompt-engineering/instructor ~/.claude/skills/instructor
/plugin marketplace add Orchestra-Research/AI-Research-SKILLs /plugin install rag@ai-research-skills
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npx -y degit Orchestra-Research/AI-Research-SKILLs/16-prompt-engineering/instructor ~/.agents/skills/instructor
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Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/16-prompt-engineering/instructor ~/.gemini/skills/instructor
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npx -y degit Orchestra-Research/AI-Research-SKILLs/16-prompt-engineering/instructor .agents/skills/instructor
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npx -y degit Orchestra-Research/AI-Research-SKILLs/16-prompt-engineering/instructor ~/.openclaw/skills/instructor
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npx -y degit Orchestra-Research/AI-Research-SKILLs/16-prompt-engineering/instructor ~/.config/opencode/skills/instructor
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npx -y degit Orchestra-Research/AI-Research-SKILLs/16-prompt-engineering/instructor ~/.hermes/skills/instructor
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