{"repo":"lguz/humanize-writing-skill","free":true,"listed":false,"github":"https://github.com/lguz/humanize-writing-skill","clone":"git clone https://github.com/lguz/humanize-writing-skill.git","description":"Rewrite AI-generated text to sound human. 3-pass editing system with 36+ banned words, 10 structural patterns, and a quality checklist. Works with any LLM — Claude, ChatGPT, Gemini, Cursor, Windsurf. Also available as a Claude Code plugin.","language":null,"stars":28,"topics":["ai-content","ai-writing-detection","chatgpt-prompt","claude-code","claude-code-skill","cursor-rules","humanize-text","llm-prompt","writing-tools","ai-text-humanizer"],"license":"MIT","category":"ai-agents","readme_excerpt":"Humanize Writing A prompt-based writing editor that rewrites AI-generated text to sound like a real human wrote it. It catches the patterns that make AI writing obvious — the vocabulary, the sentence structures, the too-perfect tone — and fixes them through a systematic 3-pass editing process. Works with any LLM : Claude, ChatGPT, Gemini, Cursor, Windsurf, or anything that accepts a system prompt. Also available as a one-command install for Claude Code users. How It Works The system runs your text through three passes: Pass 1: Kill the AI Vocabulary — Replaces words like \"delve,\" \"leverage,\" \"tapestry,\" and 30+ other statistically overused AI words with simpler human alternatives. Pass 2: Break the AI Structures — Eliminates structural patterns like parallel negation (\"Not X, but Y\"), tricolons (groups of three), em dash overuse, rhetorical Q+A, and mirror structures. These are stronger tells than vocabulary. Pass 3: Add Human Texture — Varies sentence length, adds contractions, lets some thoughts stay unresolved, and makes the author's actual opinion visible. Also includes special rules for LinkedIn posts and a 14-point quality checklist that runs before returning any rewrite. Quick Start (Any LLM) The entire system is two markdown files. You can use them right now: 1. SKILL.md — The main instructions (the 3-pass process, LinkedIn rules, quality checklist) 2. ai-patterns-dictionary.md — The reference dictionary (36+ banned words, 10 structural patterns, tone tells) Copy the ","default_branch":null,"files":null,"tree":[],"storefront":"/r/lguz","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/lguz/humanize-writing-skill/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."}