Banking: Loan Covenant Monitoring with Claude Code: Result JSON Schema
A production playbook for loan covenant monitoring in banking operations using Claude Code: result json schema, run-scoped inputs, logs, typed results, and artifacts.
Audience: Credit operations teams monitoring borrower compliance
The problem
Credit operations teams monitoring borrower compliance need loan covenant monitoring to run repeatedly against loan agreements, borrower reports, spreadsheets, and covenant thresholds. In banking 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 loan covenant monitoring 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 loan covenant monitoring, 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": "loan covenant monitoring completed",
"body": { "type": "banking_loan_covenant_monitoring", "data": {}, "exceptions": [] },
"artifacts": []
}
Run this on Argo