SkillShield

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?

Hey Sherif, that question of how do you know if a skill is safe is something most people probably don’t think about until it’s too late. Was there a specific moment where you looked at an AI skill or tool and thought wait, I have no idea what this is actually doing under the hood?