tooluniverse-single-cell

The skill describes a comprehensive, structurally coherent single-cell genomics workflow with appropriate data-loading, analysis, and downstream interpretation steps. Data flow is consistent with an AnnData-centric pipeline, and external data usage (OmniPath/ToolUniverse) aligns with its stated purpose of cell-cell interaction analysis and enrichment. The footprint is proportionate to the claimed scope, with standard package installation from official registries and external API usage that would be expected in this domain. Potential security considerations are primarily around external API communications and dependency pinning; there is no evident credential harvesting or covert data exfiltration, though care should be taken to handle data privacy and supply-chain integrity (pinned versions, verified sources).