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Russian Humanizer
作者
Artur Horosheff
· GitHub ↗
· v1.0.0
· MIT-0
209
总下载
1
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install russian-humanizer
功能描述
Комплексное удаление маркеров ИИ (AI-slop) и неестественных конструкций из русскоязычного текста. Делает текст живым, сильным и по-настоящему человечным.
安全使用建议
This plugin appears to do what it claims: detect and remove Russian 'AI slop' with both JS-based tools and an optional Python CLI helper. Before installing: (1) decide whether you want the optional Glavred integration — it will send texts to api.glvrd.ru if you supply an API key; (2) note the bundle includes a Python script that uses colorama (you may need to pip install that if you plan to run the script locally); (3) the TypeScript tools perform detection and auto-fix locally, so no credentials are required for core functionality; (4) if you have privacy concerns, avoid enabling the Glavred API key or test the plugin in an isolated environment; and (5) if you want full assurance, review the truncated portion of index.ts (network-call handling) to confirm it doesn’t transmit anything beyond what you expect.
功能分析
Type: OpenClaw Skill
Name: russian-humanizer
Version: 1.0.0
The skill bundle is a legitimate toolset for analyzing and editing Russian text to remove AI-generated clichés ('slop'). The core logic in index.ts and slop_detector.py uses regular expressions and sentence-length variance to identify common LLM patterns, while the analyze_glavred tool provides a standard integration with a well-known third-party editing service (glvrd.ru). No evidence of malicious intent, data exfiltration, or harmful prompt injection was found.
能力评估
Purpose & Capability
The plugin's stated purpose (detect and remove 'AI slop' in Russian) matches the included TypeScript rules, examples, auto-fix tool, and Python helper script. One minor mismatch: the metadata and SKILL.md require the python binary, but the primary analyze/auto-fix tools are implemented in index.ts (TypeScript). The included scripts/slop_detector.py just provides a standalone CLI analyzer (and depends on colorama) — so python is plausible but not strictly required for the core JS tools.
Instruction Scope
SKILL.md instructs the agent to run the included analyze_russian_slop and auto_fix_slop tools and to consult repository reference files. It does not instruct reading unrelated system files, exfiltrating data, or accessing credentials outside the plugin. Using the provided anti_slop_prompt.md to set a system prompt is explicit and within scope.
Install Mechanism
There is no remote download/install spec embedded in the manifest — code is delivered in the bundle. No external arbitrary-URL installs or extract operations were found. The README suggests installing from GitHub, which is normal for third-party plugins.
Credentials
The plugin declares no required environment variables. An optional configuration field glavredApiKey exists to enable integration with glvrd.ru; that is proportionate to an optional external analysis feature. Users should be aware that analyze_glavred will send text to api.glvrd.ru when enabled. The Python helper requires the colorama package (not declared), which is a functional inconsistency but not a credential risk.
Persistence & Privilege
The skill does not request 'always: true' or elevated privileges. It is user-invocable and allows normal autonomous invocation (the platform default). The plugin does not modify other skills or agent-wide settings in the inspected code.
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 russian-humanizer - 安装完成后,直接呼叫该 Skill 的名称或使用
/russian-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
- Initial release of russian_humanizer.
- Quickly removes AI markers and unnatural constructions from Russian text to make it sound human and lively.
- Integrates advanced rules to eliminate bureaucratic clichés, artificial structure, and empty abstractions.
- Guides on reviving authentic human "voice," specificity, emotional nuance, and natural rhythm.
- Includes detailed lists of common AI-generated flaws and provides practical before/after rewriting examples.
- Adds support for analyzing and rewriting text with reference to customizable phrase and structure pattern files.
元数据
常见问题
Russian Humanizer 是什么?
Комплексное удаление маркеров ИИ (AI-slop) и неестественных конструкций из русскоязычного текста. Делает текст живым, сильным и по-настоящему человечным. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 209 次。
如何安装 Russian Humanizer?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install russian-humanizer」即可一键安装,无需额外配置。
Russian Humanizer 是免费的吗?
是的,Russian Humanizer 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Russian Humanizer 支持哪些平台?
Russian 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 Russian Humanizer?
由 Artur Horosheff(@horosheff)开发并维护,当前版本 v1.0.0。
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