humanizer-zh

humanizer-zh is a Writing style & humanising skill for AI agents, published by qianleigood in the crawclaw repository on GitHub. Skillspace rates humanizer-zh D (66/100) and it passed the safety scan; the rating is based on static analysis only.

中文文本去 AI 味与人性化改写技能，用于识别并重写 AI 写作痕迹，让文字更自然、更像真实的人写出来。Use when 用户要求“去 AI 味”“润色得更像人写的”“把这段话改自然一点”“别那么像机器”“降 AI 率”，或需要在保留原意的前提下修复宣传腔、模板腔、三段式套话、虚假深化、过度连接词和明显 AI 词汇。适用于编辑、审稿、内容发布前清洗，但不应用于捏造事实或故意规避学术/平台诚信要求。

Grade
D
Quality
66 / 100
Safety
Passed
GitHub stars
30

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubqianleigood/crawclaw

Our review

Architecture
84 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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