tooluniverse-multi-omics-integration
Pass
Audited by Gen Agent Trust Hub on Mar 29, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill implements standard bioinformatics workflows for multi-omics integration. The logic focuses on statistical analysis, sample matching, and feature mapping across molecular layers.
- [COMMAND_EXECUTION]: Python scripts are provided for cross-omics correlation (Spearman/Pearson), patient subtyping via clustering (NMF, KMeans), and biomarker discovery (Random Forest). These operations use trusted scientific libraries.
- [EXTERNAL_DOWNLOADS]: External references are limited to academic DOI links for methodology verification. No remote scripts or unverified dependencies are downloaded or executed.
- [DATA_EXFILTRATION]: No evidence of credential harvesting or unauthorized network transmission was found. The skill operates on genomic and molecular data within the provided environment.
Audit Metadata