Insurance: Subrogation Packet Assembly with Claude Code: Result JSON Schema

A production playbook for subrogation packet assembly in insurance operations using Claude Code: result json schema, run-scoped inputs, logs, typed results, and artifacts.

Audience: Insurance recovery teams

The problem

Insurance recovery teams need subrogation packet assembly to run repeatedly against claim records, repair invoices, police reports, photos, and correspondence. 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 subrogation packet assembly 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 subrogation packet assembly, 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": "subrogation packet assembly completed",
  "body": { "type": "insurance_subrogation_packet", "data": {}, "exceptions": [] },
  "artifacts": []
}

Run this on Argo