Ad Test Loop

Creative production only pays when downstream evidence changes the next spending decision. This skill owns the three moments where that goes wrong: deciding what a test can answer before paying for it, launching without silent defaults, and reading results without fooling yourself.

Read the project's ADS.md first (template: templates/ADS.md): accounts, analytics, backend tables, the campaign record, the house rules.

Hard gates