humanize-chinese: 中文 AI 文本去痕迹 + Claude 水印检查 — 六段式改写;零宽字符、同形字清干净,SynthID 采样水印只量残留

by swaylq · Claude Skill · ★ 27

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 59/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agent-skillsai-detectionai-humanizerai-writingaigcaigc-detectionanthropicchinese-nlpclaudeclaude-code

Quick Facts

Stars27
Forks3
LanguagePython
CategoryClaude Skill
Quality Score59/100
Open Issues2
Last Updated2026-08-29
Created2026-05-21
Platformsclaude-code, python
Est. Tokens~19k

About humanize-chinese

中文 AI 文本去痕迹 + Claude 水印检查 — 六段式改写;零宽字符、同形字清干净,SynthID 采样水印只量残留、不声称能删。纯 Python 本地跑,零 LLM 零 API Key。Chinese AI-text humanizer & Claude / SynthID watermark inspector, fully offline, zero-dependency.

Compatible Skills

These tools work well together with humanize-chinese for enhanced workflows:

  • humanize-text — semantic(0.49)+complementary+rare_topics+same_lang+shared_platform (71%)
  • humanize-chinese — semantic(0.51)+complementary+rare_topics+same_lang+shared_platform (67%)
  • ai-text-detector — semantic(0.52)+complementary+rare_topics+same_lang+shared_platform (63%)

humanize-chinese alternative? Top 6 similar tools

Looking for a humanize-chinese alternative? If you're comparing humanize-chinese with other claude skill tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • humanizer-ru by Vladimir-Human · ⭐ 125

    Правит русский текст после нейросети и сверяет цифры, даты и имена. Навык для Claude Code, Codex, Cursor и Cla

  • quiron by ilien-dev · ⭐ 57

    AI humanizer skill for Claude Code, Codex and Cursor. Removes AI slop and the signs of AI writing, then measur

  • watermarks-remover by Leutenegger · ⭐ 128

    Remove multi-vendor AI provenance traces: Unicode text sanitization, statistical rewriting techniques, and C2P

  • vale-ai-tells by tbhb · ⭐ 118

    In today's rapidly evolving landscape, vale-ai-tells is a comprehensive, cutting-edge Vale style package that

  • turkce-humanizer by bushrabeg · ⭐ 64

    Türkçe metinlerden yapay zekâ yazım imzalarını temizleyen Claude skill'i. YZ üretimi Türkçe'yi doğal, insan-se

  • book-genesis by PhilipStark · ⭐ 62

    From one sentence to a publishable book. 21 AI skills for Claude Code that automate the entire book writing pi

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse Claude Skill tools