SkillTester: Benchmarking Utility and Security of Agent Skills
📰 ArXiv cs.AI
SkillTester is a tool for evaluating the utility and security of agent skills
Action Steps
- Implement paired baseline and with-skill execution conditions to evaluate agent skills
- Use a separate security probe suite to assess security vulnerabilities
- Normalize raw execution artifacts into utility and security scores
- Assign a three-level security status label based on the security score
Who Needs to Know This
AI engineers and researchers on a team can benefit from SkillTester to assess and improve the performance of their agent skills, while security experts can use it to identify potential vulnerabilities
Key Insight
💡 SkillTester provides a comprehensive evaluation framework for agent skills, combining utility and security assessments
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🤖 Evaluate agent skills with SkillTester! 💡
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