Douyin Real-Time Traffic Allocation Dashboard

Problem to Solve

Douyin traffic allocation is not a static leaderboard. Operators often need to know which content categories are receiving more platform distribution, which niches deserve investment, and where to focus before choosing specific topics. This skill turns the question “where is platform traffic flowing?” into structured output: traffic distribution, category hierarchy, hotspot counts, and directional signals for content planning.

How It Works

The caller triggers the skill through scripts/run.py or an equivalent --params JSON payload. It combines the user's business context, goal, and analysis target, then calls the AI Skills API. The output focuses on:
- Platform traffic distribution: heat share and hotspot counts across content categories
- Niche signals: directions that may be worth investing in
- Category reference: useful for hotspot filtering, content matrix planning, and operational review

Boundaries and Notes

This skill is intended for category- and niche-level judgment, not a replacement for topic selection, scriptwriting, ad strategy, or account execution. Review categories with higher share and hotspot counts first, then decide based on account capability. If the business goal is unclear, the result may remain generic, so the caller should add context before reusing it.