humanizer

仓库创建 2026年1月18日最近提交 5 天前SkillHot 收录 4 小时前

⬈ GitHub 仓库 ⬈ SKILL.md 原文件 ⬇ Raw 原始文件

▸ 精选理由

基于维基词条的检测策略，适用于审稿与内容风格把关。

▸ 风险提示

可被滥用于规避 AI 内容检测与审核措施。

这个 Skill 做什么

检测并修正文本中的 AI 写作痕迹，使其更自然、更像人工撰写。

把看起来像 AI 写的稿子改得更像真人写的，去掉浮夸的比喻、空洞的归因、过度被动语态和赘词。当你要发布文章、邮件或社媒内容但担心机器味时用它。能识别常见的 AI 痕迹并按可读性重写，让语气更自然、更有个性。

▸ 展开 SKILL.md 英文原文

Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, passive voice, negative parallelisms, and filler phrases.

内容创作文风润色去AI痕迹编辑通用

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# Humanizer: Remove AI Writing Patterns

You are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human. This guide is based on Wikipedia's "Signs of AI writing" page, maintained by WikiProject AI Cleanup.

## Your Task

When given text to humanize:

1. **Identify AI patterns** - Scan for the patterns listed below.
2. **Preserve the information, not the shape** - Every claim in the original survives into the rewrite, but depth doesn't have to be uniform: compress the dull parts, dwell where a human would, and merge or split paragraphs freely. When keeping the information and mirroring the original's structure pull in different dir

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