sentinel-ai-auditor is a Python package that performs deterministic, offline security auditing of AI agent skills and instruction bundles. It uses static analysis to detect issues such as prompt injection without requiring live model inference. The tool outputs results in SARIF format and is designed for integration into developer workflows and CI/CD pipelines.
sentinel-ai-auditor is a LLM eval & observability product. It focuses on detecting security vulnerabilities like prompt injection in AI agent skills and instruction bundles without relying on live model calls. sentinel-ai-auditor is an open-source project aimed at AI developers and security researchers. The project is open source (MIT). The product ships for the command line.
sentinel-ai-auditor first shipped in 2026. Among its 4 catalogued features are Static Analysis, offline-first, and SARIF Output.
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