What this skill does
Removes AI-style writing traces to make text sound naturally written by a real author, primarily in Chinese-language contexts.
Chinese Humanizer is part of the Security & Privacy category — security and privacy skills that audit, vet, and protect your agent. You can install it on its own or alongside other security & privacy skills from the OpenClaw catalog.
How to install Chinese Humanizer
The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:
- Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
- Open the in-app Skills panel.
- Search for
zh-humanizerand click Install. - The skill activates automatically when an incoming message matches its description.
Install from the command line
If you already run the OpenClaw CLI, add Chinese Humanizer with a single command:
openclaw skills add zh-humanizer
This pulls zh-humanizer from ClawHub and installs it into ~/.openclaw/skills/zh-humanizer/. Restart the OpenClaw gateway afterwards so the new skill is discovered.
How to use Chinese Humanizer
Once installed, Chinese Humanizer activates on its own: when an incoming message on WhatsApp, Telegram, Slack, Discord, Feishu or Line matches the skill's description, your OpenClaw agent loads it and runs the workflow. You can also trigger it explicitly by describing the task in chat. No extra configuration is required after install.
Putting audio in front of an audience
Chinese Humanizer works with audio. Getting from there to something postable is a separate job: ViralMint — an open-source video pipeline — pairs audio with footage or generated visuals, burns synced captions, and exports a finished short.
It runs as an MCP server, so an OpenClaw agent can drive it from the same chat you already use: ask for a short, and the render comes back finished. See how to connect a video pipeline to your agent.
Manual install (advanced)
If you prefer manual installation:
- Click the Download .zip button above to grab
zh-humanizer-1.0.0.zipdirectly from our S3 mirror. - Unzip into
~/.openclaw/skills/zh-humanizer/(create the directory if it does not exist). - Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.
Frequently asked questions
How do I install Chinese Humanizer?
Install Chinese Humanizer in the OpenClaw Easy desktop app by opening the Skills panel, searching for zh-humanizer, and clicking Install. From a terminal you can run: openclaw skills add zh-humanizer. Either way the skill is placed in ~/.openclaw/skills/zh-humanizer/.
Is Chinese Humanizer free?
Yes. Chinese Humanizer is free and open-source, distributed under the Apache-2.0 license through ClawHub. No account or payment is required to download or run it.
What does Chinese Humanizer do?
Removes AI-style writing traces to make text sound naturally written by a real author, primarily in Chinese-language contexts.
Related: more security & privacy skills
If Chinese Humanizer looks useful, you may also want to check out other security & privacy skills in the OpenClaw catalog:
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Free, open-source · Apache-2.0 · Works with Claude, ChatGPT, Gemini, or local Ollama models