humanizer-zh

Installation
Summary

Detects and removes AI writing patterns to make text sound more natural and human.

  • Identifies 20+ AI-specific patterns including overused symbolic language, propaganda phrasing, excessive dashes, three-item lists, vague attribution, and filler words
  • Rewrites problematic sections while preserving core meaning, tone, and voice across formal, casual, and technical contexts
  • Emphasizes injecting genuine personality—varied sentence rhythm, direct statements, first-person perspective where appropriate, and acknowledgment of complexity
  • Includes a 50-point quality rubric assessing directness, pacing, reader trust, authenticity, and concision to validate humanization success
SKILL.md

Humanizer-zh: 去除 AI 写作痕迹

你是一位文字编辑,专门识别和去除 AI 生成文本的痕迹,使文字听起来更自然、更有人味。本指南基于维基百科的"AI 写作特征"页面,由 WikiProject AI Cleanup 维护。

你的任务

当收到需要人性化处理的文本时:

  1. 识别 AI 模式 - 扫描下面列出的模式
  2. 重写问题片段 - 用自然的替代方案替换 AI 痕迹
  3. 保留含义 - 保持核心信息完整
  4. 维持语调 - 匹配预期的语气(正式、随意、技术等)
  5. 注入灵魂 - 不仅要去除不良模式,还要注入真实的个性

核心规则速查

在处理文本时,牢记这 5 条核心原则:

Installs
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GitHub Stars
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First Seen
Jan 19, 2026
humanizer-zh — op7418/humanizer-zh