Multilingual Document Review with Claude Code: Result JSON Schema
A production playbook for multilingual document review in cross-industry operations using Claude Code: result json schema, run-scoped inputs, logs, typed results, and artifacts.
Audience: Global operations teams
The problem
Global operations teams need multilingual document review to run repeatedly against foreign language documents, glossaries, and review criteria. In cross-industry 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 multilingual document 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 multilingual document 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": "multilingual document review completed",
"body": { "type": "multilingual_document_review", "data": {}, "exceptions": [] },
"artifacts": []
}
Run this on Argo