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SlopGuard identifies non-existent package dependencies and supply chain attacks caused by AI coding assistants. It automates trust scoring and detects issues like typosquatting and namespace squatting across multiple programming ecosystems. The tool is designed to require no API keys and has a high detection accuracy.