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The JSON Outputs Implementer skill streamlines the integration of Anthropic's structured outputs feature into your applications, ensuring Claude's responses strictly adhere to defined schemas. It provides comprehensive guidance on schema design using Pydantic for Python and Zod for TypeScript, covering everything from initial validation to production-ready error handling and optimization. This skill is particularly valuable for developers needing reliable data extraction, classification, or automated API response formatting without the risk of parsing errors or hallucinations.
