Install
npx skills add https://github.com/op7418/Humanizer-zh.gitWho this is for
Fits people who want AI-generated Chinese to read more like a person wrote it and to drop generation marks. Official text: Humanizer-zh removes AI-generation marks from text and helps rewrite AI content to feel more natural and human. The repository title also says this is a Chinese localization of Humanizer, positioned as Claude Code Skills.
Better fit: people who already have a Chinese draft to process and can restart or reload skills after install. Poor fit: anyone who wants it only to “pass detection” for a submission or homework without checking the rewrite. The source does not promise escape from any detector and gives no detector list.
Before starting, you must be able to run npx skills add and use /humanizer-zh in chat. Do not invent other slash commands.
Finish a first try in 3 minutes
Follow only the git install command given in the repository. The first try processes a short existing snippet; do not overwrite a whole document yet.
Precondition: this machine already has npm/npx. You have a Chinese draft of your own. Do not invent a source URL to rewrite.
Install location: run in the workspace:
npx skills add https://github.com/op7418/Humanizer-zh.git
Official repository:
https://github.com/op7418/humanizer-zh
Low-risk trigger: restart Claude Code or reload skills as the source says, then type in chat:
/humanizer-zh
Official text: if install succeeds, the skill will be activated. Paste a short snippet into chat for rewrite first; do not let it change files on disk yet. If the next step would write back to a file, first confirm the path and the paragraph to replace.
Success: after /humanizer-zh, the skill activates and returns a more natural Chinese rewrite. If it does not activate, first confirm restart or reload happened; do not switch to an unnamed command.
Usage cases
Case 1: Rewrite a stretch of AI-flavored Chinese in chat. After install and reload, invoke /humanizer-zh and paste an existing paragraph. Fits people who already have a draft and only want to see the rewrite first. Evidence only guarantees “activates if install succeeds”; it does not say whether it saves to disk by itself. Treat chat output as a draft and decide to adopt it only after a human check.
Case 2: Detect and repair by four mark classes. Official text: it can recognize and repair 24 AI writing marks in four major classes. Fits people whose manuscript is already complete and who want generation marks removed systematically. The source does not name those 24 items or the four class titles. Do not invent class names; the only confirmed facts are “24 kinds, four major classes.” If the rewrite scope grows, first confirm which files will change.
Usage limits
The address in the install command is
https://github.com/op7418/Humanizer-zh.git
which is written differently from the repository page
https://github.com/op7418/humanizer-zh
Do not rewrite either into another repository yourself.
The only trigger command is /humanizer-zh. Do not fill in other slash commands or skill paths.
The skill definition file is written as SKILL.md in the source: a Chinese skill definition. Do not read that as needing a second English skill install.
The source gives no applicable detector list and does not say which terms must be kept after rewrite. For the first try, stick to a short rewrite in chat; do not batch-overwrite unsaved manuscripts.