The burgeoning trend of Instagram Video Shorts has spurred a significant focus in methods for increasing viewer counts, and a recent wave of open-source repositories offering automated view systems has drawn considerable interest. This examination of several such repositories reveals a mixed landscape. While some implementations appear relatively s