Show HN: SkillFortify, a formal verification for AI agent skills (github.com)

SkillFortify has emerged as a new tool designed to enhance the security of agentic AI skills by utilizing formal verification techniques instead of traditional heuristic methods. In light of the alarming ClawHavoc campaign, which deployed over 1,200 malicious skills that evaded detection by standard virus scanners, SkillFortify aims to deliver assured safety for AI agents. By employing sound static analysis, it constructs mathematical models of skill capabilities and verifies them against potential risks, achieving zero false positives in its benchmark tests. This breakthrough is significant for the AI/ML community as it addresses a critical gap in the security landscape for AI systems. Unlike conventional scanners that may falsely assure safety, SkillFortify provides formal assurance regarding the absence of vulnerabilities. It also generates detailed reports, trust scores, and reproducible configurations, making it an invaluable asset for developers in ensuring the integrity of their AI skills. As AI becomes increasingly integrated into various applications, SkillFortify represents a vital step towards robust security measures, helping to establish trust and reliability in agentic AI technology.