Short Video Viral Factory
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Please install @user_2df7b78c/shortvideoforge by following https://skillhub.cn/install/skillhub.md.
About this skill
The Problem
Short-video production often stalls between ideation, scripting, asset gathering, editing, and post-launch review: manual trend research is slow, storyboards are fragmented, AI image/video output is hard to assemble, and published results lack a consistent feedback loop. When teams maintain multiple accounts at once, scattered topics, weak template reuse, and inconsistent posting rhythms make steady iteration difficult. ShortVideoForge turns this workflow into an executable SOP.
How It Works
It provides a three-layer, six-stage pipeline:
- L1 Planning: generates a topic matrix from industry, audience, and competitor accounts, then outputs heat, competition, and expected ROI.
- L2 Production: organizes AI images, AI video, stock assets, and real footage by storyboard, then uses 剪映, CapCut, or FFmpeg for rough cuts, transitions, BGM, subtitles, and effects.
- L3 Distribution: creates cover images, titles, tags, and scheduled posting plans, then reviews 24h/72h/7d data.
Boundaries
It is best for batch short-video production on defined platforms such as Douyin, Kuaishou, Video Account, and Xiaohongshu. AI image and video tools may require paid quotas, account permissions, and commercial licenses, so confirm copyright, platform rules, and prohibited-content limits before use.
Use Cases
- For Douyin or Xiaohongshu account teams, generate topic matrices from industry, audience, and competitor accounts.
- Turn selected talking-head or review topics into scripts with hooks, storyboards, dialogue, and BGM.
- Organize AI-generated images, AI video, and stock assets into a shot-numbered asset pack.
- Before publishing, create covers, titles, tags, and scheduled posting plans, then review 7-day data.
Best For
- Operations owners for Douyin or Xiaohongshu short videos: batch-produce weekly topics, posting lists, and review reports.
- Product-content creators: turn product selling points into talking-head or review storyboards and cover copy.
- Content teams running multi-account matrices: use fixed templates for daily updates, product tests, and high-volume posts.
- Self-media leads who need data reviews: identify drop-off points using 24h, 72h, and 7-day metrics.
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