Ross ROSS = Recommend OSS · open-source software intelligence for agents

op7418/Humanizer-zh

Some data may be outdated — see provenance labels.

Humanizer 的汉化版本,Claude Code Skills,旨在消除文本中 AI 生成的痕迹。 observed · 2026-09-24

github.com/op7418/Humanizer-zh · Python · MIT (permissive) observed · 2026-09-24

Health v2 · maintenance only

59/100

  • Activity 96
  • Release rhythm 35
  • Longevity 19

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 274
  • days_rel: n/a
  • days_push: 28
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

18219 stars · 1192 forks observed · 2026-09-24

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A Chinese-localized Claude Code skill that removes AI-generated writing patterns from text, rewriting it to sound more natural and human. It is a translation of blader/humanizer with additional quality-check utilities, detecting 24 AI writing patterns across content, grammar, style, and filler categories.

Use cases

  • humanize AI-generated Chinese text
  • rewrite marketing copy to remove AI tone
  • make academic abstracts sound human-written
  • de-slop blog posts written by LLMs
  • learn to recognize common AI writing patterns
  • edit Claude or ChatGPT output for publication

When to choose

  • you use Claude Code and want a one-command skill to humanize Chinese text
  • you need to polish AI-drafted Chinese content for marketing, academic, or blog use
  • you want a reference checklist of AI writing tells in Chinese

When to avoid

  • you need humanization for languages other than Chinese (use the original blader/humanizer)
  • you need automated detection without an LLM runtime
  • you want a standalone CLI or web app rather than a Claude Code skill

Facets

plugin · maturity active

nlp prompt-engineering developer-tools developer-tools cli cross-platform claude-code-skill ai-text-humanization chinese-localization writing-style text-rewriting natural-language-processing localization

1 source

Member repositories

RepositoryRoleHealth v2
op7418/Humanizer-zhmain59

For agents

markdown · JSON · MCP: product_card(name="op7418/Humanizer-zh")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem