Trend Traffic
How to turn trends into AI short-video prompts
Trend videos only work when the topic is still warm, the visual is immediately legible, and the discussion hook survives outside the original meme context.
What the skill optimizes for
This repository treats trend prompting as a traffic job. The skill scores candidate directions by heat, visual potential, discussion value, and fit with proven video patterns before it writes the final prompt.
What it avoids
The repository explicitly filters out trends that are already cold, not visual enough, politically sensitive, or dependent on directly imitating real people in unsafe ways.
Why reusable patterns matter
Most traffic ideas fail because they rely on one fragile joke. This repo keeps a library mindset: parallel universe, character crossover, impossible confrontation, and viral structure remake. The pattern survives even when the topic rotates.
Chinese summary
做热梗不是看到热点就硬蹭，而是先判断：还热吗、画得出来吗、能引发讨论吗、有没有合适模式可套。这个仓库把这套筛选写进 skill 里了。