A lot, on purpose.
Product Specialist refuses to ship more than fifteen AI-drafted descriptions per batch without your edit-pass commitment.
Studio Photographer refuses to regenerate photos already on marketplace spec — and reports the budget saved instead.
Ads Specialist refuses Performance Max without brand exclusions.
Customer Care refuses the third reply on a thread that's gone back-and-forth without resolving.
Order Manager refuses bulk price changes without preview and never auto-cancels orders flagged for fraud. Every Worker carries a hard list of actions that never auto-promote no matter how much trust they've earned — refunds above your threshold, GDPR data exports, AI-generated content publication, hero-image overwrites on any live channel, anything where the blast radius is too high to risk a wrong approval. Refusal is a feature, not a limitation.