Automotive Warranty Claim Review with Claude Code: Result JSON Schema

A production playbook for automotive warranty claim review in automotive operations using Claude Code: result json schema, run-scoped inputs, logs, typed results, and artifacts.

Audience: Automotive warranty operations teams

The problem

Automotive warranty operations teams need automotive warranty claim review to run repeatedly against claim forms, repair orders, photos, service history, and warranty rules. In automotive operations, the pain is not one good answer; it is repeatability, auditability, exception handling, and evidence that survives handoff.

Implementation path

Define the outer result contract once, let the automotive warranty claim review skill own body.data, and reject terminal output that does not match the expected schema.

Tradeoffs and failure modes

Schema enforcement adds upfront design work, but removes prompt parsing from the product surface. For automotive warranty claim review, the practical test is whether a second run can be debugged, retried, and consumed by a product without reading the raw agent transcript.

Result shape

{
  "schema_version": "argo.result.v1",
  "summary": "automotive warranty claim review completed",
  "body": { "type": "automotive_warranty_claim_review", "data": {}, "exceptions": [] },
  "artifacts": []
}

Run this on Argo