Schema Review

Start Schema Audit

Submit your schema and examples to get a prioritized fix list.

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You can benefit from a schema review if

• You already use JSON Schema, Pydantic, or Zod for outputs.
• You are seeing invalid outputs, retries, or fragile post-processing logic.
• You can share real schema files and representative examples.
• A technical owner can implement changes in the next 1-2 weeks.

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Example finding

{
  "type": "object",
  "properties": {
    "status": { "type": "string" },
    "summary": { "type": "string" }
  },
  "required": ["status", "summary"]
}

{
  "type": "object",
  "properties": {
    "status": { "type": "string", "enum": ["open", "in_progress", "resolved", "closed"] },
    "summary": { "type": "string" }
  },
  "required": ["status", "summary"]
}

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What we review

• Schema correctness and constraint quality
• Common failure points (missing constraints, ambiguity, weak field definitions)
• Prompt-to-schema alignment

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What you get

• A prioritized list of reliability issues
• Concrete remediation steps with implementation guidance
• A response within 48 hours on business days

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Prepare before submitting

• Primary schema file(s) (*.schema.json, Pydantic model, or Zod model)
• One or two real examples that currently fail, including the model and parameters used
• Any current prompt/task file if available
• Success criteria (for example: lower retries, fewer invalid fields, higher field accuracy)

Start Schema Audit

Submit your schema and examples to get a prioritized fix list.