A 2026 study found 26% of agent skills from public marketplaces contain vulnerabilities — and 5% show patterns of deliberate malice. NVIDIA’s SkillSpector scans skills before installation using static analysis and optional LLM review. This post covers what it catches, how to run it in CI, and the blind spots you still own. Table Of […]

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SpotBugs is a program to find bugs in Java programs. It looks for instances of “bug patterns” — code instances that are likely to be errors. It uses static analysis to look for bugs in Java code. SpotBugs checks for more than 400 bug patterns. Bug descriptions can be found here. It is free software, […]

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