Education: Grant Compliance Review with Claude Code: API Runtime Pattern
A production playbook for grant compliance review in education operations using Claude Code: api runtime pattern, 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
Package the grant compliance review instructions as a skill, send grant awards, spend reports, compliance docs, and deliverable evidence 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 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.
Run request
POST /api/skills/<skill_id>/run
provider=claude-code
workflow=education-grant-compliance-review
inputs[]=@./input-pack.zip
result_schema=argo.result.v1
Run this on Argo