Open-Source Workflow Solves AI Video Character Consistency
Practical_Low29 · reddit · 2026-08-03
An indie developer open-sourced an agent skill designed to maintain character consistency across AI video shots. Core Idea: Instead of generating shots individually, it creates a single storyboard image containing the character in all panels, then passes the entire image to a reference-to-video model in one go, ensuring all shots pull from the exact same reference.
Implementation: The routine is wrapped in an open-source skill where an agent handles drawing the storyboard, checking for matches, and running the video. It uses Seedream 5.0 Pro for the storyboard and Seedance 2.0 for the final reference-to-video clip.
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