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avoid-ai-writing

Audit and rewrite content to remove 21 categories of AI writing patterns with a 43-entry replacement table

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来源标识：sickn33/antigravity-awesome-skills
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Audit and rewrite content to remove 21 categories of AI writing patterns with a 43-entry replacement table

最后校验2026-05-27
来源平台GitHub
安全提示低
下载副本ZIP 可用

适合任务

  • 把重复任务整理成可复用的 AI 操作流程。
  • 让 AI 在特定场景下按统一规范执行。
  • 为团队或个人工作流提供可复制的任务说明。

输入与输出

输入：任务目标、上下文材料、文件路径、约束条件或需要处理的内容。

输出：按 Skill 说明生成的文档、代码、检查结果、计划、建议或操作步骤。

示例任务

  • 使用 avoid-ai-writing 帮我处理当前任务，并说明执行前需要确认的输入。
  • 根据 avoid-ai-writing 的说明，给我一个安全的使用步骤清单。

安装方式

  1. 下载本站提供的 Skill ZIP 并解压。
  2. 把解压后的 Skill 目录放入当前 AI 工具支持的 skills 目录。
  3. 如需在线查看原始内容，可打开 GitHub 的 SKILL.md。

在线原始地址：avoid-ai-writing/SKILL.md

风险边界

使用前请检查权限、外部依赖和要处理的数据类型。不要把密码、密钥、身份信息或敏感客户资料交给未经确认的 Skill。

SKILL.md 文档介绍

Avoid AI Writing — Audit & Rewrite

Detects and fixes AI writing patterns ("AI-isms") that make text sound machine-generated. Covers 21 pattern categories with a 43-entry word/phrase replacement table that maps each flagged term to a specific, plainer alternative.

When to Use This Skill

  • When asked to "remove AI-isms," "clean up AI writing," or "make this sound less like AI"
  • After drafting content with AI and before publishing
  • When editing any text that sounds like it was generated rather than written
  • When auditing documentation, blog posts, marketing copy, or internal communications for AI tells

What It Detects

21 pattern categories: formatting issues (em dashes, bold overuse, emoji headers, bullet-heavy sections), sentence structure problems (hedging, hollow intensifiers, rule of three), word/phrase replacements (43 entries like leverage→use, utilize→use, robust→reliable), template phrases, transition phrases, structural issues, significance inflation, copula avoidance, synonym cycling, vague attributions, filler phrases, generic conclusions, chatbot artifacts, notability name-dropping, superficial -ing analyses, promotional language, formulaic challenges, false ranges, inline-header lists, title case headings, and cutoff disclaimers.

Example

Prompt:

Audit this for AI writing patterns:

"In today's rapidly evolving AI landscape, developers are embarking on a pivotal journey to leverage cutting-edge tools that streamline their workflows. Moreover, these robust solutions serve as a testament to the industry's commitment to fostering seamless experiences."

Output: The skill returns four sections:

1. Issues found — every AI-ism quoted (landscape, embarking, pivotal, leverage, cutting-edge, streamline, robust, serves as, testament to, fostering, seamless, Moreover, In today's rapidly evolving...)

2. Rewritten version — "Developers are starting to use newer AI tools to simplify their work. These tools are reliable, and they're making development less painful."

3. What changed — summary of edits

4. Second-pass audit — re-reads the rewrite to catch any surviving tells

Limitations

  • Does not detect AI-generated code, only prose
  • Pattern matching is guideline-based, not absolute — some flagged words are fine in context
  • The replacement table suggests alternatives but the best choice depends on context
  • Cannot verify factual claims or find real citations to replace vague attributions
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