Runbook Execution with Codex: API Runtime Pattern
A production playbook for runbook execution in cross-industry operations using Codex: api runtime pattern, run-scoped inputs, logs, typed results, and artifacts.
Audience: Operations teams automating repeatable SOPs
The problem
Operations teams automating repeatable SOPs need runbook execution to run repeatedly against runbooks, credentials policy, inputs, and escalation rules. 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 runbook execution instructions as a skill, send runbooks, credentials policy, inputs, and escalation rules 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 runbook execution, 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=runbook-execution
inputs[]=@./input-pack.zip
result_schema=argo.result.v1
Run this on Argo