Education: Grant Compliance Review with Claude Code: Result JSON Schema
A production playbook for grant compliance review in education operations using Claude Code: result json schema, run-scoped inputs, logs, typed results, and artifacts.
Audience: University research administration teams
The problem
University research administration teams need grant compliance review to run repeatedly against grant awards, spend reports, compliance docs, and deliverable evidence. In education 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 grant compliance 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 grant compliance 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": "grant compliance review completed",
"body": { "type": "education_grant_compliance_review", "data": {}, "exceptions": [] },
"artifacts": []
}
Run this on Argo