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).
Start a fresh conversation. Replace the highlighted placeholders.
Use fix-chinese to revise the Chinese text in [text or file] in place for natural native phrasing and correct Chinese–English mixed formatting, preserving its meaning and proper nouns.
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[text or file]
User-approved starter prompt based on a pinned source version; check current skill requirements before running. Task evidence ↗
SKILL.md
name: fix-chinesedescription: 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).
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**