We've implemented a new 'beat brief' director that shifts the creative workflow from selecting rigid templates to describing the desired outcome of a beat. By enforcing strict schemas and arithmetic reading floors, the system now provides actionable feedback when models struggle, reducing silent failures and improving output quality. This approach removes restrictive vocabulary lists, allowing for more creative and accurate visual compositions.