geo-database

Quick Review

Excellent skill for accessing NCBI GEO genomics databases. The description clearly covers core capabilities (searching, downloading, analyzing gene expression data). Task knowledge is comprehensive with complete code examples for GEOparse, E-utilities, FTP access, data analysis, and batch processing workflows. Structure is well-organized with logical sections, clear progression from basic to advanced usage, and appropriate reference to external documentation file. Novelty is strong - integrating GEO search, multiple access methods, and analysis pipelines would require substantial token usage and domain expertise for a CLI agent alone. The skill meaningfully reduces complexity for transcriptomics research workflows. Minor room for improvement in making the overview more concise, but overall this is a highly functional, well-documented skill.