Malicious AI skills are no longer a theoretical risk; they are an active and expanding threat already operating inside enterprise environments. Of 5,505 confirmed malicious skills analyzed across major marketplaces, data exfiltration was the most prevalent behavior — accounting for more than 40% of all malicious skills identified. Combined with system compromise, these two categories alone represent 76% of all malicious activity observed. Trojan functionality, remote code execution, and privilege escalation made up a significant share of the remainder. The stakes are high because most organizations have mature governance processes for software packages, containers, and open-source dependencies, yet few have equivalent controls for AI skills that agents can autonomously discover, install, and execute with privileged access to enterprise systems. As agentic AI adoption accelerates, treating AI skills with the same visibility, governance, and continuous monitoring applied to any other software component is no longer optional.
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