Best-fit Codex workflows
Use Codex when the skill benefits from local files, scripts, deterministic checks, and repository conventions. A video workflow can combine transcript cleanup, clip planning, caption timing, FFmpeg commands, and rendered previews.
Skill structure
Write the skill as a repeatable playbook: trigger conditions, accepted inputs, output paths, required checks, and examples. Keep scripts in the skill folder when a task is mechanical, such as cropping frames, validating JSON, or exporting captions.
Verification loop
Ask Codex to verify the artifact it created: open rendered pages, inspect video metadata, check image dimensions, lint JSON, and summarize any failed checks before handoff.