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