# SkillShield

Security-scored directory for AI skills and agent tools

The first security-scored directory for AI skills. Scan GitHub/GitLab repos with SKILL.md files through 4-layer security analysis: manifest, static code, dependency, and LLM behavioral checks. Get 0-100 trust scores, real-time vulnerability detection, and security badges. 8,890+ skills scanned, 6,30... See more

## Discussion

### Sherif Kozman (3 months ago)  
Hey Product Hunt! 👋

I'm excited to launch SkillShield - the security-scored directory for AI skills.

**The Problem:**  
As AI agents become more powerful, they're being given access to external tools and "skills" - but how do you know if those skills are safe? A malicious or vulnerable skill could leak data, expose APIs, or worse.

**The Solution:**  
SkillShield scans AI skill repositories (SKILL.md files) through 4 security layers:

- Manifest analysis  
- Static code analysis  
- Dependency graph checking  
- LLM behavioral safety testing

Each skill gets a 0-100 trust score, making it easy to identify safe capabilities.

**What's Live:**  
✅ 8,890+ skills already scanned  
✅ Real-time vulnerability detection  
✅ Security badge generation  
✅ Filter by trust score, findings, and category  
✅ Part of The Red Council security suite (165+ attack patterns)

**Why Now:**  
With Claude's Computer Use, OpenAI's function calling, and the explosion of AI agent frameworks, we need security standards before things break at scale.

I'd love your feedback! What security features would make you trust an AI skill?