Insurance Claims Intake Review with Claude Code: Result JSON Schema
A production playbook for insurance claims intake review in insurance operations using Claude Code: result json schema, run-scoped inputs, logs, typed results, and artifacts.
Audience: Insurance claims operations teams
The problem
Insurance claims operations teams need insurance claims intake review to run repeatedly against claim forms, photos, adjuster notes, policies, and prior claim history. In insurance 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 insurance claims intake 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 insurance claims intake 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": "insurance claims intake review completed",
"body": { "type": "insurance_claims_intake", "data": {}, "exceptions": [] },
"artifacts": []
}
Run this on Argo