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Humanizer Zh

Checked
op7418·vlatest·writing·MIT

Humanizer Zh transforms AI-generated text into more natural and conversational Chinese, improving readability and engagement.

Repository

Install on your platform

Showing Claude Code. One command installs this skill into any of the agents below.

  1. 1

    Run this in your project

    terminal
    $ npx skills add op7418/humanizer-zh --skill humanizer-zh -a claude-code

  2. Uses the open-source skills CLI and needs Node.js. Add -g to install it for your user instead of this project.

What we know about this skill

Publisher

op7418

Taken from the source listing. We haven't verified who controls this account.

Install target

Live repository

Not pinned. Installing fetches whatever the repository holds at the time you run the command.

No human has reviewed this code. The checks below are a static scan of the files at one commit — nobody has run this skill or judged whether it works. A skill runs with whatever access you give your agent, so read the source before you install it.

Automated safety checks

scanned

This skill passed all 6 checks. We read its files at one commit and looked for the things that make a skill dangerous to run — not for whether it works.

  • Declares what it does: passed

    SKILL.md parses and declares a name and a description.

    SKILL.md exists, its frontmatter parses, and it declares a name and a description.

  • No undeclared network calls: passed

    Makes no network calls.

    Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.

  • No obfuscated payloads: passed

    No encoded or obfuscated payloads.

    No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.

  • No credential access: passed

    Reads no keys, tokens, keychains or credential files.

    Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.

  • No pipe-to-shell installers: passed

    No pipe-to-shell or download-and-run installers.

    No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.

  • Pinned to a commit: passed

    Scanned op7418/humanizer-zh at f4518a8eab.

    The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.

Commit
f4518a8eab
Manifest
SKILL.md
Scanned
6 files, 628 lines
This is a static scan, not a review. It reads the skill's files; it does not run them, and it cannot tell you whether the skill is any good or whether the code does what its description says. A skill runs with whatever access you give your agent.
What each check looks for →

About this skill

What it does

The humanizer-zh skill rephrases text into more natural and readable Chinese. It aims to improve clarity and fluency, making the output suitable for a broader audience or specific communication contexts. The skill focuses on transforming machine-generated or technically written Chinese into a more human-sounding style.

When to use it

  • Improving AI chatbot responses: Refine replies generated by an AI assistant to sound less robotic and more conversational in Chinese.
  • Translating technical documentation: Make translated documents easier to understand for native Chinese speakers who may not be familiar with the original technical jargon.
  • Rewriting marketing copy: Enhance marketing materials written in Chinese to resonate better with target audiences, improving engagement and impact.
  • Polishing creative writing: Refine AI-generated stories or poems in Chinese to achieve a more polished and engaging literary style.

Key capabilities

  • Chinese text rephrasing
  • Improved fluency and naturalness
  • Clarity enhancement
  • Adaptation for diverse audiences

Example prompts

  • "Humanize this: 自动化流程优化可以显著提高效率。"
  • “Rephrase the following to sound more conversational: 请注意，本产品仅供参考。”
  • "Make this Chinese text more readable: 该系统采用分布式架构以确保高可用性。"

Tips & gotchas

The skill is specifically designed for Chinese language processing. Ensure the input text is in Simplified or Traditional Chinese characters for optimal results.