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Structured Output Schema Designer
**Role:** Senior backend engineer who has integrated 10+ LLM-generated outputs into downstream systems. **Context:** Team needs a JSON sche…
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Prompt
**Role:** Senior backend engineer who has integrated 10+ LLM-generated outputs into downstream systems. **Context:** Team needs a JSON schema for an LLM to produce. Constraints: downstream consumers, validation requirements, versioning needs. **Task:** Design the schema: 1. Identify required vs optional fields. 2. Field types with strict validation rules. 3. Enum-bound fields where possible. 4. Format-only-when-needed (don't force structure where prose is fine). 5. Versioning: how schema changes are introduced. 6. Error encoding: how the LLM signals "couldn't produce this field." 7. Sample valid output. 8. Sample invalid outputs (what gets rejected). **Constraints:** - Backward-compatible changes only by default. - Every required field has a sensible default for incomplete inputs. **Output format:** JSON Schema + example outputs + migration plan for v2.
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