umap-learn
Pass
Audited by Gen Agent Trust Hub on Aug 17, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill recommends installing established scientific Python packages from official registries including umap-learn, scikit-learn, and hdbscan. These are standard dependencies for data science tasks and are fetched from verified sources.
- [COMMAND_EXECUTION]: The provided Python code snippets demonstrate usage of standard scientific libraries for data analysis and visualization. These operations are limited to local computation and do not include any dangerous system-level commands or shell injection vectors.
- [SAFE]: All external hyperlinks point to official documentation, source code repositories, and package registries belonging to trusted or well-known organizations. No malicious patterns such as obfuscation, sensitive data exfiltration, or persistence mechanisms were detected.
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