ugcs.farm

ugcs.farm revolutionizes user-generated content creation by providing a robust platform to transform existing video clips into versatile UGC kits. Key features include: * Upload any short video (MP4, MOV, WebM) * Scene analysis to identify subjects, products, lighting, and motion * Frame selection for specific replacement points * Product, character, or background swapping with reference images * Model-tuned prompt generation for various video creators This platform streamlines content production by eliminating the need to re-shoot every product variation manually. Users upload a source video, allowing the system to analyze its components. They then select key frames where a product, character, or background needs to be updated. By providing a reference image, ugcs.farm anchors the new prompt to that asset, ensuring consistency and relevance. The process is designed to be highly efficient, significantly reducing the iterations typically required to achieve a usable video. The core of ugcs.farm's effectiveness lies in its multi-agent pipeline, which grounds every prompt in the source video itself. This approach, using 'Skills + Critic + Judge' agents, ensures that the initial render is usually ready for use, tackling common issues like incorrect caps, anatomical distortions, or flipped product orientations. The platform then generates highly specific prompts that are optimized for leading video models such as Sora, Veo, Wan, and Kling, taking into account each model's nuances, token limits, and preferred grammar. Built for content creators, marketing teams, and e-commerce businesses, ugcs.farm enables rapid content iteration and scalable UGC production. It supports direct export with one-click handoff to various video generators and creation environments like Higgsfield, fal.ai, Google Studio, or Replicate, making it simple to integrate into existing workflows. Available free in open beta, it offers a powerful tool for anyone looking to quickly adapt and scale their video content.