Customer Success Brief Generation with Claude Code: Result JSON Schema
A production playbook for customer success brief generation in cross-industry operations using Claude Code: result json schema, run-scoped inputs, logs, typed results, and artifacts.
Audience: CSMs preparing executive check-ins
The problem
CSMs preparing executive check-ins need customer success brief generation to run repeatedly against account data, notes, usage, and open issues. 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 customer success brief generation 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 customer success brief generation, 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": "customer success brief generation completed",
"body": { "type": "customer_success_brief", "data": {}, "exceptions": [] },
"artifacts": []
}
Run this on Argo