Generate AI Cards — HTML visual pages (single-file or folder-based multi-file) for scheduled automated reports. Use when: user wants to create a recurring visual card, hotspot tracker, daily digest, analytics panel, inspiration page, or any HTML-based automated visualization that updates on schedule. Trigger signals: AI card, inspiration card, generated card, visual report, hotspot tracker, daily digest, dashboard card, scheduled visualization, and equivalent requests in any user language. Skip when: the task is about creating social media posts (use self-media-composer), or simple file generation without recurring schedule.