Level 9 Practice: Automate Recurring Validation and Triage
About This Tutorial
This tutorial organizes the scope, deliverable, and completion checks for repository work delegated to Codex.
Scheduled execution is useful, but automation without notifications, permissions, or timeouts increases operational load. Level 9 includes explicit handoff conditions.
What You Will Complete
You will produce a recurring workflow with stop conditions. The goal is not the amount of work; it is a reproducible Level 9 delegation boundary and completion check.
Step 1: Set the Boundary
Before handing work to Codex, state the goal, scope, exclusions, and completion criteria. Adapt this prompt to your project.
Design a weekly validation workflow. Include least privilege, timeout, failure notification, retry behavior, audit evidence, and human handoff conditions. Do not auto-merge.Check: Continue only when Codex can restate the scope and unresolved questions before acting.
Step 2: Practice
- Choose one low-risk workflow such as link validation, dependency investigation, or issue triage.
- Define trigger, least privilege, timeout, artifact, and notification destination.
- Limit the first version to proposals or pull requests, keeping auto-merge and production changes separate.
Keep the scope stable and inspect the output or diff after each stage.
Step 3: Verify Completion
You are done when success, failure, and stop states are observable and a person can disable and investigate the workflow.
Record the actions performed, supporting evidence, and anything not verified. Also record why work stopped when a condition was not met.
Troubleshooting
Codex exceeded the requested scope
Stop the task and inspect the diff. Add explicit owned files and exclusions to the prompt, then rerun only the approved scope.
Completion is difficult to judge
Replace vague criteria such as “implement it” with observable files, commands, pages, or review results.
Next Step
Continue to Level 10 to expand the delegation boundary by one step.
See the references for the external specifications and background sources used on this page.[1][2][3]