UGC FACTORY

(IN PROGRESS. 60%) An agent-based system that produces UGC video end to end / script, character, shots, voice, edit / running Higgsfield through the CLI. The hard part was never generation. It was direction. AI defaults to studio light, flawless skin and perfect framing / everything that tells a viewer this isn't real. So the system is built to do the opposite: dirty the frame on purpose, and do it the same way every time. Every rule in it came from a generation that failed first.