humanizer-zh-skill：按文体去除中文里的 AI 写作痕迹
humanizer-zh-skill 是 SkillHub 社区技能，用于削弱中文文本中的 AI 生成痕迹，并针对博客、新闻、公文、专栏四种文体分别设定清除项与禁区。规则基于维基百科 Signs of AI writing，并结合中文欧化研究本土化。无需 API Key，可通过 skillhub install 安装到 Cursor、Claude Code、Codex 等 Agent 的 skills 目录。适合去 AI 味、降 AI 率、审查机器味等场景。
Read Moresuspense-novel-writer：悬疑小说创作的 Agent Skill 辅助
suspense-novel-writer 是 SkillHub 社区 content-creation 类 Skill（@user_9a33df3c/suspense-novel-writer，v1.0.0），面向中文悬疑小说创作，提供选题建议、大纲设计、情节走向、人物塑造与钩子设计等指导，强调开拓思路而非代写。无需 API Key。可通过 SkillHub 安装文档提示词或 skillhub install 安装到 Cursor 等客户端 skills 目录。适合网文/连载作者在 Agent 对话中做结构推敲。
Read More文章去AI味精修：把套话和抽象概括改成有画面感的真人表达
文章去AI味精修是 SkillHub 社区技能 @user_24e9cdd5/de-ai-style-polish（v1.0.0，content-creation），无需 API Key。它针对套话、抽象概括、过度排比和情绪标签等 AI 痕迹做逐句精修，偏向具体画面、个人口吻与文化引用，适用于公众号、知乎、小红书、网文与商业文案等中文写作。本文说明技能定位、核心能力，并给出 skillhub CLI 安装命令及 Cursor 等环境的 skills 目录与对话式用法示例。
Read Morehumanizer-zh-enhanced：中文文本去 AI 味与人性化改写
humanizer-zh-enhanced 是 SkillHub 社区 Skill，面向中文文本去除 AI 生成痕迹，依据维基百科 AI 写作特征指南覆盖 27 种模式，并含声音校准、反 AI 自检与质量评分。无需 API Key。本文说明其定位、核心能力，以及通过 SkillHub 安装文档或 skillhub CLI 安装到 Cursor、Claude Code、Codex 等 skills 目录的方式，并给出对话内典型改写提示示例与使用注意。
Read More中文去AI味 · 58项质检：报告与方案类中文写作的 Skill 润色
介绍 SkillHub 社区 Skill「中文去AI味｜报告方案润色」（@user_6113fd9f/moways00001，v1.1.0）：面向报告、咨询方案、投标与公众号等中文，在保留事实与术语前提下减少套话与机械表达；默认输出改写稿，可选深度质检或仅诊断，内置 58 项风格检查，并支持 Word 正文与表格语体提示。说明 skillhub CLI 安装、Cursor 等 skills 目录及典型工作流，并注明不提供 AI 身份鉴定与通过率承诺。
Read More中文 AI 去痕工具：诊断 24 种 AI 写作痕迹并保留作者声音
中文 AI 去痕工具是 SkillHub 社区 Skill（@user_00c9b356/humanizer-zh-pro，v3.0.0），用于诊断并修复中文里的 24 种 AI 写作痕迹。v3 废止机械删破折号/三段式，改为按功能判断，并提供「什么时候别动手」表、声音回填三步法、5 维 50 分制评分与零依赖脚本 check_tells.py。适合公众号、博客等需去 AI 腔又保留作者语气的场景；公文、学术论文等不宜强行口语化。安装需 skillhub CLI 与 --dir 指向各客户端 skills 目录，无需 API Key。
Read MoreLower AI Score · Remove AI Tone · Chinese-Specific Optimization: Chinese AI Text Rewriting Skill
Introducing the SkillHub community skill “降AI率·去AI味·中文专用优化” (Reduce AI Detection Rate · Remove AI Flavor · Chinese-Specific Optimization; @user_34343d1f/jiangai, v1.0.5). It uses a five-layer blasting method and multi-round iterative rewriting to revise Chinese AI text while preserving the original meaning and factual logic, and outputs a revision log with five quantified self-evaluation scores; no API key is required. It also includes skillhub CLI installation, Cursor and other skills directories, and key points of the install command.
Read MoreIntroducing the DeepSeek Harness Chinese Writing Assistant Plugin
`dsh-cnwrite` is a Chinese writing plugin for DeepSeek Harness, providing fully local typesetting and statistics. The `cn_polish` tool automatically adds spaces between Chinese and English text, converts full-width punctuation, standardizes quotation mark formatting, and collapses blank lines without affecting decimal points or URLs. The `cn_stats` tool reports total character count, Chinese and English character counts, paragraph count, and estimated reading time. The plugin requires no internet connection or API key and has simple logic that can be invoked directly from the chat box after installation.
Read Moredsh-humanizer: DSH Chinese Writing and Polishing Plugin
dsh-humanizer is a Chinese writing and polishing assistant plugin maintained by DEEP-IOS. It is not an AI detector and does not provide scoring or profiling. The core approach is to have the model fully read the complete 21-chapter theoretical text and three sample essays before writing, becoming the author during the thinking process before completing creation or polishing in one go. Main features include `humanize_study` for retrieving the full theoretical text, `humanize_guard` for verifying only the preservation of content anchors and textual integrity, and `humanize_reference` for single-chapter reference. The plugin offers two modes—creation and polishing—activated via specific commands. Installation requires adding the plugin to the web profile and restarting, with Node 18+ and pnpm 10.30.3 required. This plugin is suitable for Chinese writing scenarios but does not guarantee detection.
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