humanize-text

humanize-text is a Writing style & humanising skill for AI agents, published by hestudy in the snowflake-fiction repository on GitHub. Skillspace rates humanize-text C (72/100) and it passed the safety scan; the rating is based on static analysis only.

将AI生成的文本进行人语化处理,去除机器味、注入人味。当用户说"人语化"、"去AI味"、"润色"、"让这更像人写的"、"人性化处理"、"AI痕迹检测"时自动激活。基于Wikipedia"Signs of AI writing"指南,检测并修复24种AI写作模式(内容模式、语言模式、风格模式、交流模式、填充模糊),同时注入"灵魂"——观点、节奏、复杂情绪、第一人称。支持小说、文章、文案等多种文本类型。

Grade
C
Quality
72 / 100
Safety
Passed
GitHub stars
22

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

Not launch-quality. It is graded C with a clean safety verdict, but our quality filters exclude it: it is a near-duplicate variant of another skill. So it is not in our launch-quality set, the skills our MCP server searches and recommends. How launch-quality is decided

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.

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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