Working on this skill
Read SKILL.md before operating an ad account. Routine operations use Meta's official meta-ads package, not a similarly named community package.
Keep provider syntax out of a guessed command classifier. Do not restore the removed heuristic wrapper, environment-wide approval, or automatic write-plan replay. User authorisation is an agent responsibility; exact request hashes only detect accidental changes.
Use skill-relative paths. Run offline tests when changing the Graph fallback, and add negative cases for authenticated destinations, overrides, retry behaviour, partial batches, or file changes. Never use live credentials or create paid ads merely to test this repository.