Stop Slop (github.com)

A new AI skill, dubbed "Stop Slop," has been introduced to help refine the writing style of language models like Claude by reducing recognizable AI-generated patterns. This skill identifies and eliminates common phrases, structural clichés, and stylistic habits that give away machine-generated prose. By teaching models to avoid these telltale signs, writers can cultivate a more engaging and human-like style, addressing a growing concern about the authenticity and quality of AI-generated content. The significance of "Stop Slop" lies in its potential to enhance the effectiveness of AI in generating natural-sounding text, which is crucial for applications in creative writing, customer communication, and content creation. Key features include guidelines for avoiding specific banned phrases and structural clichés, along with an evaluative framework that rates output readability and human-like qualities. By incorporating this skill, developers can ensure that AI outputs not only inform but also resonate with readers on a more personal level, thereby elevating the overall user experience.