humanizer

仓库创建 2025年12月9日最近提交 9 天前SkillHot 收录 9 小时前
▸ 精选理由

基于权威指南,适合发布前审稿与润色改写。

▸ 风险提示

可能被用于掩盖违规或误导性 AI 生成内容,应谨慎使用。

这个 Skill 做什么

去除文本中 AI 生成痕迹,使其更自然并保留原意与风格。

把 AI 写出来的“机器味”文本去掉,让内容更自然、保留原意和作者的说话风格。常在校对、发布或对外沟通前用来降低机器人痕迹,避免夸张比喻、推销腔或雷同句式。基于 Wikipedia 的 AI 写作特征指南,能修正常见问题(如过度破折号、模糊归因、AI 词汇等),但不改变事实或作者意图。

▸ 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, negative parallelisms, and excessive conjunctive phrases.

内容创作文案润色AI去痕编辑通用
239
Stars
23
Forks
40
仓库内 Skill
+7
7 日增星
安装 / 使用
给你的 Agent 一句话(通用)
帮我安装这个 skill:https://raw.githubusercontent.com/majiayu000/spellbook/main/skills/humanizer/SKILL.md
或 curl 直取 SKILL.md
curl -fsSL "https://raw.githubusercontent.com/majiayu000/spellbook/main/skills/humanizer/SKILL.md"
SKILL.MD 节选查看完整文件 ↗
# Humanizer

Use this skill to remove AI-writing artifacts while preserving the author's meaning, factual claims, and intended voice.

## Routing

- Start here to confirm scope, safety boundaries, and the minimum workflow.
- Load `references/full-guide.md` before executing detailed commands, applying templates, or relying on examples from this skill.
- Keep the work limited to the user-requested target; do not add adjacent improvements unless the user asks.

## Quick Workflow

1. Confirm the target, available context, constraints, and done-when signal.
2. Read the relevant section of `references/full-guide.md` for task-specific details.
3. Execute the smallest reversible action that satisfie
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