Education: Student Record Review with Claude Code: API Runtime Pattern
A production playbook for student record review in education operations using Claude Code: api runtime pattern, 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
Package the student record review instructions as a skill, send student files, accommodations, transcripts, forms, and policy requirements as run-scoped inputs, execute with Claude Code, poll terminal status, and consume argo.result.v1 instead of parsing a transcript.
Tradeoffs and failure modes
The API boundary forces the workflow to define inputs, terminal states, and result shape before customers depend on it. 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.
Run request
POST /api/skills/<skill_id>/run
provider=claude-code
workflow=education-student-record-review
inputs[]=@./input-pack.zip
result_schema=argo.result.v1
Run this on Argo