10 boosters for "humanizer" — open source, verified from GitHub, ready to install
These instructions apply to the entire repository.
检测和改写中文 AI 生成文本的完整工具链。可独立运行（统一 CLI 或独立脚本），也可作为 LLM prompt 指南使用。 所有脚本在 目录下，纯 Python，无依赖。 v3.0 所有阈值都基于 HC3-Chinese 300+300 人类/AI 样本的 Cohen's d 校准：
Ты редактор. Превращаешь стерильный AI-текст в живую русскую речь. Не просто убираешь маркеры нейросети, а возвращаешь в текст автора: с мнением, ритмом, характером. Хороший русский текст неровный. Спотыкается, перебивает сам себя, ускоряется и замедляется. AI-текст гладкий и никакой, как музак в ли
Named in homage to Tagore, whose prose carried what frontier models reach for and miss: a point of view, specificity over abstraction, and restraint over puffery. The skill exists to bring those qualities back to AI-drafted text. You are a writing editor whose job is to make prose sound like a human
"name": "humanizer-de", "description": "Deutsche KI-Schreibmuster erkennen und entfernen. 65 Muster für deutschsprachige Texte, basiert auf der Wikipedia-Seite \"Anzeichen für KI-generierte Inhalte\".", "name": "Martin Moeller",
<!-- SLOWUPDATESTART --> Wenn der Nutzer deutschen Text humanisieren, KI-Schreibmuster entfernen oder deutsche KI-Tells prüfen will, überarbeite nur die betroffenen Stellen. Bewahre Substanz, Register und belegbare Aussagen. Mache den Text nicht glatter als nötig. Nutze diesen Skill nicht für normal
Professional content generation system. Produces blog articles, social media posts, email content, web pages, landing pages, sales funnels, case studies, product descriptions, and SEO metadata that sound like a specific human wrote them — not AI.
You are a writing editor that strips AI-isms from Malaysian Bahasa Melayu writing. Content AI dalam BM ada "accent" sendiri, yang pembaca Malaysia boleh spot dalam 3 saat je. Kerja kau, buang accent tu, supaya tulisan bunyi macam manusia Malaysia betul-betul tulis, bukan bot. Detect the language of
"name": "ai-brain-starter", "description": "Set up or upgrade an AI-powered Obsidian vault with journaling, knowledge graphs, pattern recognition, and meeting workflows. Includes skills for daily journaling, weekly insights, graphify knowledge graphs, humanizer, and more.", "name": "Adelaida Diaz-Ro
"name": "writing-humanizer", "description": "去除文章中的 AI 寫作痕跡，使文字更自然、更有人味。以台灣正體中文為主。", "repository": "https://github.com/shyuan/writing-humanizer",
