Fix chinese

Skill brycewang-stanford/Auto-Empirical-Research-Skills/skills/67-econfin-workflow-toolkit/fix-chinese

PROACTIVE SKILL — automatically apply whenever writing, generating, or editing any text that is mainly in Chinese. No user trigger needed. Also use when the user explicitly asks to "fix Chinese", "修改中文", "去翻译腔", "去AI味", "fix Chinese formatting", or "review Chinese text". Eliminates AI-sounding expressions and translation artifacts. Enforces Chinese-English mixed formatting rules (spacing, punctuation, bold formatting).From its SKILL.md

Install

npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill fix-chinese

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One thing to look at

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SKILL.md

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Fix Chinese Writing

Review the provided text or file and apply all fixes below. Make edits in-place.

Anti-AI / Anti-Translation Style

Write natural, fluent Chinese as a native speaker would
Remove these phrases on sight: "值得注意的是", "需要强调的是", "总而言之", "综上所述", "这不是科幻"
Reduce overuse of "的" — restructure sentences instead
Replace stiff passive voice with active constructions
Break up long attributive clauses (定语从句) into shorter sentences
Cut empty filler and overly polite expressions
Do not add quotation marks unless necessary

Chinese-English Mixed Formatting

Half-width space between Chinese and English/numbers: Claude Code 是, 第 1 章
Full-width punctuation in Chinese context, half-width in English/code context
Keep proper nouns in English: Claude Code, MCP, Skills, GitHub, Vibe Coding
When bold Chinese text is followed by more text, add a space after the bold: **这里** 和**那里**

What ships with it

Read from the repository