The burgeoning popularity of Instagram Video Shorts has spurred a significant surge in methods for enhancing viewer counts, and a recent wave of GitHub repositories claiming automated view generation has drawn considerable scrutiny. This exploration of several such repositories reveals a varied landscape. While some implementations appear relativel