Audit and rewrite content to remove AI writing patterns ("AI-isms"). Extends the English-only avoid-ai-writing with an added Traditional-Chinese (Taiwan business usage) layer, so it handles English, Traditional Chinese, and mixed zh/en text. Use when asked to "remove AI-isms," "clean up AI writing," 「去除 AI 味」or「把中文改成人話」, or as a de-AI finishing pass before shipping English/mixed software-development docs — README, CONTRIBUTING, ADR, API docs, code comments. Also runs a detect-only structure-signals audit for a draft that carries no obvious AI-isms yet still reads as AI-written — uniform rhythm, no stance, no concrete examples, 「正確但沒有靈魂」— naming what is absent rather than rewriting for voice. It removes and flags AI patterns but does not create a voice — composing a blog or rewriting a draft into a human voice is blog-writing-zh's job, not this skill's.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryContent & writingStars0
About this skill
Audit and rewrite content to remove AI writing patterns ("AI-isms"). Extends the English-only avoid-ai-writing with an added Traditional-Chinese (Taiwan business usage) layer, so it handles English, Traditional Chinese, and mixed zh/en text. Use when asked to "remove AI-isms," "clean up AI writing," 「去除 AI 味」or「把中文改成人話」, or as a de-AI finishing pass before shipping English/mixed software-development docs — README, CONTRIBUTING, ADR, API docs, code comments. Also runs a detect-only structure-signals audit for a draft that carries no obvious AI-isms yet still reads as AI-written — uniform rhythm, no stance, no concrete examples, 「正確但沒有靈魂」— naming what is absent rather than rewriting for voice. It removes and flags AI patterns but does not create a voice — composing a blog or rewriting a draft into a human voice is blog-writing-zh's job, not this skill's.
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Audit and rewrite content to remove AI writing patterns ("AI-isms"). Extends the English-only avoid-ai-writing with an added Traditional-Chinese (Taiwan business usage) layer, so it handles English, Traditional Chinese, and mixed zh/en text. Use when asked to "remove AI-isms," "clean up AI writing," 「去除 AI 味」or「把中文改成人話」, or as a de-AI finishing pass before shipping English/mixed software-development docs — README, CONTRIBUTING, ADR, API docs, code comments. Also runs a detect-only structure-signals audit for a draft that carries no obvious AI-isms yet still reads as AI-written — uniform rhythm, no stance, no concrete examples, 「正確但沒有靈魂」— naming what is absent rather than rewriting for voice. It removes and flags AI patterns but does not create a voice — composing a blog or rewriting a draft into a human voice is blog-writing-zh's job, not this skill's.
About this listing
Category
Content & writing
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI