single-cell-preprocessing-with-omicverse
Warn
Audited by Gen Agent Trust Hub on Mar 10, 2026
Risk Level: MEDIUMREMOTE_CODE_EXECUTIONEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
- [REMOTE_CODE_EXECUTION]: A command in
reference.mddownloads and executes a shell script directly from a GitHub repository (curl -sSL https://raw.githubusercontent.com/Starlitnightly/omicverse/refs/heads/master/install.sh | bash -s). Although the repository belongs to the skill's author, executing remote scripts via a shell pipe is a high-risk practice that bypasses integrity verification. - [EXTERNAL_DOWNLOADS]: The skill downloads a dataset from
cf.10xgenomics.comusingwget. 10x Genomics is a well-known bioinformatics data provider; however, the use of unencrypted HTTP for the download introduces a risk of interception or tampering. - [COMMAND_EXECUTION]: The skill instructions and
reference.mdfile include multiple system-level commands for environment setup and package management, such asconda create,conda install, andpip install. - [SAFE]: The skill implements robust data validation patterns, including mandatory checks for the existence of batch columns and handling of missing values (NaN) before integration operations. These defensive measures improve the reliability and safety of the data processing pipeline.
Audit Metadata