{"repo":"asavvin-pixel/unslop","free":true,"listed":false,"github":"https://github.com/asavvin-pixel/unslop","clone":"git clone https://github.com/asavvin-pixel/unslop.git","description":"English text humanizer for Claude: typography, vocabulary, structure. Calibrates to your voice. Built on the UMD / Google DeepMind study and Wikipedia's Signs of AI writing","language":null,"stars":51,"topics":["ai-humanizer","claude","claude-skills","humanizer","llm","text-humanizer"],"license":"MIT","category":"ai-agents","readme_excerpt":"Unslop A Claude skill that removes signs of AI writing from English text. Not just the word-level tells (\"delve\", \"it's important to note\") but the structural ones: over-explained conclusions, template paragraphs, invented specifics. Calibrates to your personal voice. GitHub About line: \"English text humanizer for Claude: typography, vocabulary, structure. Calibrates to your voice. Built on the UMD / Google DeepMind study and Wikipedia's Signs of AI writing.\" Why word-swapping doesn't work Every humanizer promises to make AI text \"sound human\", and most of them swap vocabulary: \"delve\" out, \"explore\" in. There are two problems with that. First, the wordlist decays. \"Delve\" peaked in 2023 and collapsed in 2025. GPT-5.1 suppresses em dashes. Wikipedia's Signs of AI writing now dates its vocabulary lists by model era, because each generation retires the previous tells. Second, and worse: the words were never the real signal. In 2026, the University of Maryland and Google DeepMind compared 61,608 texts written by humans and five models. When they ran AI texts through surface editing (clichés, purple prose, redundant exposition removed), a classifier looking only at structure barely noticed: detection dropped from 95.5% to 93.9%. The text gives itself away by how it's built. AI states the moral of every paragraph, runs single-track claim-support-takeaway structure, renders emotion through body metaphors, avoids naming real things, and rounds every ending to a tidy point. A humaniz","default_branch":null,"files":null,"tree":[],"storefront":"/r/asavvin-pixel","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/asavvin-pixel/unslop/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}