Education: Student Record Review with Claude Code: Sandbox Policy
A production playbook for student record review in education operations using Claude Code: sandbox policy, 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
Run student record review in an ephemeral sandbox, keep provider credentials in the broker, expose narrow tools, and store logs outside the workspace for review.
Tradeoffs and failure modes
A narrower runtime blocks ambient machine behavior, but it gives security reviewers a concrete boundary. 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.
Runtime boundary
filesystem: /skill and /skill/.argo/inputs only
network: deny by default
artifacts: /skill/output/artifacts
logs: retained outside sandbox
provider: Claude Code
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