NVIDIA open-sources SkillEvaluator, a multi-tier framework for evaluating AI agent skills

NVIDIA · github · 2026-11-15

NVIDIA released SkillEvaluator on GitHub, a Python multi-tier framework for evaluating AI agent skills that quickly reached 1,333 stars. It provides quality gates, semantic overlap detection, synthetic evaluation dataset generation, and live agent evaluation measuring how skills actually affect agent behavior. Topics cover agent security, Claude Code, Codex, plugin evaluation and benchmarks — a systematic eval and security-scanning layer for the agent skills ecosystem.

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