The "Bro Not Cool" meme template is used to depict moments when someone is about to engage in an inappropriate or socially unacceptable action, and a friend or bystander intervenes to halt the behavior, often highlighting the importance of accountability and social norms in a humorous way. It captures the tension between temptation and moral intervention, making it relatable in scenarios involving peer pressure or misguided intentions.