Lao Guo's Learning Space

Nov 1, 2026 · Artificial Intelligence

Zero-Edit Daily Short Videos: Automate Hot-Topic Clips with WorkBuddy & MiniMax H3

The article details a six-step automated workflow for generating daily short videos from trending topics using scheduled triggers, hot-topic fetching, PIL-rendered frames to avoid Chinese text garbling, and MiniMax H3 image-to-video generation, enabling creators to publish three times daily without manual editing.