Snapchat Ads Audit

Procedure

1. Read the main ads operating contract and thinking framework.
2. Collect business objective, account age, date window, timezone, currency, spend, conversion definition, and available exports or authenticated reads.
3. Read ads/references/snapchat-audit.md (resolve it from the plugin root, the directory that holds ads/ and skills/, or from the skills directory in a standalone install) and relevant shared measurement, benchmark, creative, policy, and scoring references.
4. Normalize the account data and preserve source lineage.
5. Evaluate only applicable controls across measurement, account and ad-squad structure, mobile creative, AR and catalog formats, audiences, budget, reporting, and brand safety.
6. Return schema-valid findings to the conductor. Do not calculate scores in the prompt or write a shared report file.
7. Render a platform report only from the validated run bundle.