Friday, April 10, 2026

GitHub Repository: Fangcun-AI/SkillWard Overview

Unlocking AI Security with SkillWard

SkillWard revolutionizes AI Agent Skills security by seamlessly integrating three robust layers of analysis: static checks, LLM evaluation, and dynamic sandbox execution. Our advanced scanner identifies risks that traditional tools miss, ensuring safer deployment of AI solutions.

Key Features:

  • Three-Stage Security Coverage: Static analysis to runtime execution unveils hidden threats.
  • Autonomous Sandbox Execution: Simulates real-world environments to catch suspicious behavior.
  • Evidence-Rich Results: Actionable insights with real-time logs to empower security teams.

Why SkillWard?

  • Inconsistency among other scanners: Only 0.12% of over 238,000 Skills were universally flagged.
  • Real-world effectiveness: ~25% of tested Skills identified as unsafe, with one-third of suspicious Skills revealing runtime threats.

Explore how SkillWard transforms AI security protocols. Together, let’s pave the way for a safer AI ecosystem.

🔗 Engage with us—like, comment, and share to spread the importance of AI security!

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