Removes AI-style writing traces to make text sound naturally written by a real author, primarily in Chinese-language contexts.
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Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install zh-humanizerOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install zh-humanizerβ οΈ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js β
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/zh-humanizer/π‘Extract and place the folder at the path above, then restart your agent.
Category
π¨Design & CreativePlatforms
What Chinese Humanizer can do for your AI workflow
Removes ai-style writing directly from your Claude conversation
Works across Claude, Cursor, OpenClaw β install once, use everywhere
Trusted by 2,425+ developers worldwide
One-command installation β no complex setup required
Combine with other skills to build powerful multi-step AI workflows
Try these prompts with your AI agent after installing Chinese Humanizer
Help me get started with Chinese Humanizer
Explains what Chinese Humanizer does, walks through the setup, and runs a quick demo based on your current project
Use Chinese Humanizer to removes AI-style writing traces to make text sound naturally writte...
Invokes Chinese Humanizer with the right parameters and returns the result directly in the conversation
What can I do with Chinese Humanizer in my design & creative workflow?
Lists the top use cases for Chinese Humanizer, with example commands for each scenario
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Chinese Humanizer extends your AI assistant with the ability to removes AI-style writing traces to make text sound naturally written by a real author, primarily in Chinese-language contexts. Rather than leaving your conversation to handle this manually, you can ask your Claude agent directly β and it will take care of the task end-to-end, using Chinese Humanizer as its underlying capability.
Chinese Humanizer works across Claude, Cursor, OpenClaw through the Model Context Protocol (MCP) β an open standard that lets AI clients share tools and skills without lock-in. Because MCP is platform-agnostic by design, you install Chinese Humanizer once and it becomes available across all your AI clients. Whether you're working in Claude for focused sessions or Cursor for integrated workflows, the skill behaves consistently.
To install Chinese Humanizer, copy the skill folder to `~/.claude/skills/zh-humanizer/` for use across all your projects, or `.claude/skills/zh-humanizer/` for a single project. Restart Claude and the skill is immediately active β invoke it with `/zh-humanizer` or just describe your goal and the AI will pick it up automatically.
Chinese Humanizer has been installed 2,425 times, making it one of the more actively used skills in the Design & Creative category. The install rate suggests it solves a real, recurring need rather than a niche edge case. Like all skills on DiscoverAISkills, it is free to install and use. The broader AI skills ecosystem continues to expand as developers contribute new capabilities across categories like developer tools, data analysis, writing, automation, and more.
Place the skill folder at ~/.claude/skills/zh-humanizer/ for personal use (all projects), or .claude/skills/zh-humanizer/ for project-specific use. Restart your AI client, then invoke with /zh-humanizer or let the AI discover it automatically.
Chinese Humanizer supports Claude, Cursor, OpenClaw. It integrates seamlessly with these AI platforms to extend their capabilities.
Chinese Humanizer is free to install. Check the repository for licensing information.
Removes AI-style writing traces to make text sound naturally written by a real author, primarily in Chinese-language contexts.
Humanizer
CuratedRemove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.
Humanizer
CuratedAutomate my design & creative tasks using Chinese Humanizer
Identifies repetitive steps in your workflow and sets up Chinese Humanizer to handle them automatically
Chinese Humanizer is categorized under Design & Creative. These skills help AI agents perform specialized tasks in this domain.
Humanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, specific, and human. Uses 24 pattern detectors, 500+ AI vocabulary terms across 3 tiers, and statistical analysis (burstiness, type-token ratio, readability) for comprehensive detection. Use when asked to humanize text, de-AI writing, make content sound more natural/human, review writing for AI patterns, score text for AI detection, or improve AI-generated drafts. Covers content, language, style, communication, and filler categories.