brycewang-stanford/fix-chinese
skills/67-econfin-workflow-toolkit/fix-chinese/SKILL.md
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).
$ install --global
skillsauthnpx skillsauth add brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research fix-chineseInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Jun 19, 2026, 4:50 AM140.1s1 file scanned
SKILL.md
- name:
- fix-chinese
- description:
- 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**
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