meta-ad-policy-checker

# Meta Ad Policy Checker Meta disapproves ads for policy reasons constantly, and most disapprovals are preventable. The pattern is almost always the same: an advertiser (or an AI agent generating variants) writes copy that uses a phrase or implies a claim that violates Meta's published advertising standards. The fix is cheap if you catch it before submission, expensive if you don't — repeated disapprovals on the same account can throttle delivery or trigger account-level restrictions. This skill is a pre-flight check. It reads ad copy, figures out which Meta policies apply, fetches the live policy text from Meta's transparency center, and returns a clear verdict with specific findings, citations, and rewrites. It does not hardcode policy rules — Meta updates those, and a static rule list goes stale. Instead, the skill uses Meta's own canonical policy pages as ground truth on every run. **Core principle:** The skill provides the methodology — what to check, how to reason, what severity to assign. Meta provides the source of truth — the actual policy text. This separation is what keeps the skill correct as Meta's standards evolve. ## When to Use - Before launching any new Meta ad - After generating ad copy variants (call this on each variant before showing or submitting) - When auditing an existing live ad for policy risk - When troubleshooting a recently disapproved ad - Before pushing copy through any Meta MCP / API write tool ## Phase 0: Intake 1. **Advertiser context...