Deslop Prose Humanizer
Removes AI-generated patterns and stylistic tells from documentation, pull requests, and communication before they reach human readers.
Deslop is a specialized capability for Claude Code designed to audit and refine AI-generated text by identifying and stripping common machine artifacts across character, word, and document-structure levels. Unlike generic rewriters, it utilizes a rigorous five-pass methodology—mechanical, structural, rhetorical, sentential, and lexical—to ensure prose sounds human and contextually appropriate for various surfaces like READMEs, PR bodies, and blog posts. It prioritizes the removal of verified AI tells over subjective stylistic improvements, maintaining the author's intended signal while eliminating the repetitive 'slop' that often characterizes model outputs.