LLM Structured Output

Build structured-output flows that are predictable enough for software to trust.

Use This Skill For

• JSON or typed-object output from a model
• Data extraction pipelines
• Function or tool argument generation
• Prompt contracts that feed downstream automation
• Validation and retry strategies for malformed model output

Workflow

1. Start With the Consumer

• Identify exactly what the downstream system needs
• Define required fields, optional fields, enums, and limits
• Keep the schema as small as possible