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在 OpenClaw 中安装
/install zh-humanizer
功能描述
Removes AI-style writing traces to make text sound naturally written by a real author, primarily in Chinese-language contexts.
安全使用建议
Install this only if you want an agent to rewrite Chinese passages or files. Review changes before accepting them, especially for important documents, and avoid using the output to mislead readers where AI assistance or authorship disclosure is expected.
功能分析
Type: OpenClaw Skill
Name: zh-humanizer
Version: 1.0.0
The OpenClaw AgentSkills bundle 'zh-humanizer' is classified as benign. The `_meta.json` file contains standard metadata. The `SKILL.md` provides detailed instructions for an AI agent to 'humanize' Chinese text by removing AI-style writing traces. While the `allowed-tools` (Read, Write, Edit, Grep, Glob, AskUserQuestion) grant significant file system access, the instructions within `SKILL.md` are entirely focused on text transformation and do not contain any directives for data exfiltration, malicious execution, persistence, or any other harmful behavior. There is no evidence of prompt injection attempts designed to subvert the agent for malicious purposes; instead, the markdown is used to define the agent's persona and task for its stated purpose.
能力评估
Purpose & Capability
The skill’s purpose is to remove AI-style writing traces from Chinese text, and the instructions consistently focus on preserving meaning while making wording more natural; users should be aware this can affect perceived authorship.
Instruction Scope
The runtime instructions are limited to reading, diagnosing, rewriting, and self-checking text. I found no directives to bypass user control, exfiltrate data, run commands, access credentials, or perform unrelated actions.
Install Mechanism
The artifact set contains a single markdown skill file with no executable scripts, dependency installers, package hooks, or automatic runtime setup.
Credentials
Read, Write, Edit, Grep, Glob, and AskUserQuestion are broad file-editing tools, but they are proportionate for a document-editing skill and the artifact does not instruct broad local indexing or sensitive file access.
Persistence & Privilege
No persistence, privilege escalation, background worker, credential/session use, memory storage, or durable agent behavior modification appears in the artifact.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install zh-humanizer - 安装完成后,直接呼叫该 Skill 的名称或使用
/zh-humanizer触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
Removes AI-generated writing artifacts and rewrites text so it reads naturally and convincingly human-written, with rules tailored specifically for Chinese-language contexts. Ideal for editing, polishing, or restructuring content that sounds formulaic, overly abstract, or machine-produced.
元数据
常见问题
Chinese Humanizer 是什么?
Removes AI-style writing traces to make text sound naturally written by a real author, primarily in Chinese-language contexts. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 3298 次。
如何安装 Chinese Humanizer?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install zh-humanizer」即可一键安装,无需额外配置。
Chinese Humanizer 是免费的吗?
是的,Chinese Humanizer 完全免费(开源免费),可自由下载、安装和使用。
Chinese Humanizer 支持哪些平台?
Chinese Humanizer 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Chinese Humanizer?
由 Ironben(@nanbingxyz)开发并维护,当前版本 v1.0.0。
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