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ai-article-detector

作者 Evan · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ 安全检测通过
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版本数
在 OpenClaw 中安装
/install ai-article-detector
功能描述
AI Article Detector - Analyze article links and score AI writing probability (0-100). 100 means 100% likely AI-generated.
使用说明 (SKILL.md)

AI Article Detector

检测文章是否由 AI 生成,输出 0-100 的分数。

用途

分析任何网页文章,判断其是否由 AI 生成。基于 8 个独立维度的统计特征分析。

快速开始

node ai-article-detector.js "https://example.com/article"

工作原理

8 维度评分

  1. 词汇多样性 (15%) - Type-Token Ratio
  2. 句子变化 (15%) - 句子长度系数
  3. 段落规律性 (12%) - 段落长度统一度
  4. AI 模板词 (18%) - 转折词频率 ⭐ 最可靠
  5. 文本熵 (10%) - Shannon Entropy
  6. 情感强度 (10%) - 极端词汇比例
  7. 被动语态 (12%) - 被动表达占比
  8. 个性化标记 (8%) - 表情符号使用

分数解释

  • 80-100: 极高概率是 AI
  • 60-79: 较高概率是 AI
  • 40-59: 中等概率是 AI
  • 20-39: 较低概率是 AI
  • 0-19: 极低概率是 AI(人类风格)

特性

  • ✅ 多维度分析
  • ✅ 本地分析(隐私保护)
  • ✅ 秒级响应
  • ✅ 详细分数报告
安全使用建议
This skill appears to do what it claims: it fetches the article URL you give it and runs local statistical checks to produce a score. Before installing or running it: 1) be aware it will perform HTTP requests to whatever URL is provided — that reveals your agent's IP and User-Agent to the remote host and could be used to access internal endpoints if you pass internal URLs (SSRF-like risk if you supply internal addresses); 2) npm install will download dependencies from the public registry (review or sandbox if you distrust third-party packages); 3) the detector is heuristic/statistical — it can produce false positives and is not legal proof; 4) if you plan to allow autonomous agent invocation, consider restricting which URLs the agent may request or require explicit user confirmation before running the skill against arbitrary links.
功能分析
Type: OpenClaw Skill Name: ai-article-detector Version: 1.0.0 The skill bundle provides a legitimate tool for detecting AI-generated content through statistical analysis of article text. The code in ai-article-detector.js uses standard libraries (node-fetch and jsdom) to retrieve and parse web content, implementing heuristics like Type-Token Ratio and Shannon Entropy locally without any evidence of data exfiltration, remote code execution, or malicious prompt injection. All files, including SKILL.md and the test scripts, are consistent with the stated purpose of article analysis.
能力评估
Purpose & Capability
The name/description (AI Article Detector) aligns with the included code: ai-article-detector.js fetches a webpage, extracts text with jsdom and computes 8 statistical features to produce a 0–100 score. There are no unrelated requirements (no cloud creds, no system binaries).
Instruction Scope
SKILL.md simply instructs running node ai-article-detector.js <URL> and describes the 8-dimension analysis. The runtime will perform an HTTP GET of the provided URL (using node-fetch) and parse the returned HTML locally. This is expected for the stated purpose, but note the network fetch means the remote host will see your request (IP/User-Agent) and the code will retrieve arbitrary content you supply.
Install Mechanism
There is no packaged install spec; package.json lists dependencies (node-fetch and jsdom). Installing will pull these packages from the public npm registry (normal for Node.js tools). This is moderate risk by default because npm packages are third-party code — expected for this skill but worth reviewing or sandboxing before running.
Credentials
The skill requests no environment variables, no credentials, and no config paths. All data access is limited to the URL(s) you provide and local analysis — no unexplained secret access.
Persistence & Privilege
The skill does not request always:true, does not modify other skills or system settings, and is user-invocable only. It can be invoked autonomously by an agent (platform default) but that is not combined with other privilege escalation behaviors here.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install ai-article-detector
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /ai-article-detector 触发
  4. 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
AI Article Detector 1.0.0 - Initial release for detecting AI-generated articles. - Analyzes article links and scores AI-writing probability from 0–100. - Uses 8 independent statistical features including vocabulary diversity, sentence variation, AI template words, and more. - Fast, privacy-friendly local analysis with detailed scoring report. - Simple command-line interface for quick evaluation of any web article.
元数据
Slug ai-article-detector
版本 1.0.0
许可证 MIT-0
累计安装 1
当前安装数 1
历史版本数 1
常见问题

ai-article-detector 是什么?

AI Article Detector - Analyze article links and score AI writing probability (0-100). 100 means 100% likely AI-generated. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 304 次。

如何安装 ai-article-detector?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install ai-article-detector」即可一键安装,无需额外配置。

ai-article-detector 是免费的吗?

是的,ai-article-detector 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

ai-article-detector 支持哪些平台?

ai-article-detector 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 ai-article-detector?

由 Evan(@evan-y25)开发并维护,当前版本 v1.0.0。

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