Customer Support Macro Audit with Codex: API Runtime Pattern
A production playbook for customer support macro audit in cross-industry operations using Codex: api runtime pattern, run-scoped inputs, logs, typed results, and artifacts.
Audience: Support operations teams
The problem
Support operations teams need customer support macro audit to run repeatedly against macros, tickets, policy, and CSAT notes. In cross-industry operations, the pain is not one good answer; it is repeatability, auditability, exception handling, and evidence that survives handoff.
Implementation path
Package the customer support macro audit instructions as a skill, send macros, tickets, policy, and CSAT notes as run-scoped inputs, execute with Codex, 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 customer support macro audit, 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=codex
workflow=customer-support-macro-audit
inputs[]=@./input-pack.zip
result_schema=argo.result.v1
Run this on Argo