The burgeoning trend of Instagram Short Videos has spurred a significant focus in methods for increasing viewer counts, and a recent wave of codebase repositories offering automated view solutions has drawn considerable attention. This analysis of several such repositories reveals a varied landscape. While some projects appear relatively simple, of