Education: Student Record Review with Claude Code: Result JSON Schema
A production playbook for student record review in education operations using Claude Code: result json schema, run-scoped inputs, logs, typed results, and artifacts.
Audience: Education administration teams
The problem
Education administration teams need student record review to run repeatedly against student files, accommodations, transcripts, forms, and policy requirements. 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 student record 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 student record 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": "student record review completed",
"body": { "type": "education_student_record_review", "data": {}, "exceptions": [] },
"artifacts": []
}
Run this on Argo