Viral Short Video Topic Idea Generator

Problem it solves

Creators often know their niche but still lack concrete video ideas. A bare topic list is not enough: without angle, audience, format, and platform fit, it is hard to shoot. This skill turns topic discovery into a structured shortlist: given a niche or field and target platform, it returns 5–10 candidate ideas with angle, title preview, target audience, format suggestions, and a five-dimension score. For content teams, it reduces ad hoc ideation and turns raw inspiration into comparable options.

How it works

It parses the request, asks for missing niche or platform, and applies built-in frameworks such as pain-point mining, trend riding, data-driven insights, emotional resonance, trend forecasting, and competitor contrast. It cross-generates ideas from at least three frameworks to reduce homogeneous output, then scores each idea by demand, virality, differentiation, feasibility, and longevity. Platform bias is adjusted for Douyin, Xiaohongshu, Bilibili, WeChat Channels, and YouTube.

Boundaries

It is best for topic discovery, candidate prioritization, and light scheduling hints. It does not write full scripts, voiceover lines, finished titles, account strategy, data reviews, or long-form articles. Scores are used to distinguish priority; hot-topic ideas need timeliness notes, while evergreen ideas are safer for later production.