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ClipForge (formerly 带货剪手 / daihuo-jianshou): an open-source AI tool for e-commerce short videos — upload one product image and it automatically extracts selling points, writes a seeding script, keeps the original product image undistorted, and adds visuals, voiceover and subtitles, producing short sales videos for Douyin Shop, Kuaishou, Xiaohongshu and TikTok Shop in one click. Zero-cost batch video creation, open source with no watermark, self-hosted locally. Also supports generating a video from a single topic sentence. Open-source AI e-commerce/UGC short-video generator.