The rapid surge of short-form clip platforms has radically reshaped the media landscape. Currently, trends suggest a change towards more interactive features, such as interactive streaming and enhanced editing applications. Considering ahead, we expect that tailored recommendations will become even increasingly complex, leading to niche communities