Manufacturing: Supplier Audit Packet Review with Claude Code: Result JSON Schema

A production playbook for supplier audit packet review in manufacturing operations using Claude Code: result json schema, run-scoped inputs, logs, typed results, and artifacts.

Audience: Manufacturing procurement and quality teams

The problem

Manufacturing procurement and quality teams need supplier audit packet review to run repeatedly against supplier certifications, audit reports, corrective actions, and risk criteria. In manufacturing 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 supplier audit packet 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 supplier audit packet 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": "supplier audit packet review completed",
  "body": { "type": "manufacturing_supplier_audit", "data": {}, "exceptions": [] },
  "artifacts": []
}

Run this on Argo