Comercio Exterior: Tariff Classification Support Packet with Claude Code: API Runtime Pattern
A production playbook for tariff classification support packet in comercio exterior operations using Claude Code: api runtime pattern, run-scoped inputs, logs, typed results, and artifacts.
Audience: Import/export compliance teams
The problem
Import/export compliance teams need tariff classification support packet to run repeatedly against product descriptions, technical sheets, invoices, photos, and tariff notes. In comercio exterior operations, the pain is not one good answer; it is repeatability, auditability, exception handling, and evidence that survives handoff.
Implementation path
Package the tariff classification support packet instructions as a skill, send product descriptions, technical sheets, invoices, photos, and tariff notes 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 tariff classification support packet, 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=comercio-exterior-tariff-classification-support
inputs[]=@./input-pack.zip
result_schema=argo.result.v1
Run this on Argo