Skill UI

Connect to NCBI's GEO repository, search series/samples/platforms via Entrez queries, fetch profiles, and download raw/processed matrices using GEOparse for transcriptomics and expression analysis workflows.

GeoPandas extends pandas with spatial vector data handling, letting teams read/write shapefiles, GeoJSON, GeoPackage and PostGIS, run reprojections, joins, overlays, buffering, and mapping alongside matplotlib/folium/Cartopy.

Access RCSB PDB to search biomolecular structures via text, sequence, or geometry queries, download coordinate files in PDB/mmCIF/Binary formats, retrieve metadata, and batch-process entries for drug discovery, protein engineering, and structural biology pipelines.

GeoMaster delivers a comprehensive geospatial science skill set for remote sensing, GIS, spatial analysis, and ML workflows using satellite imagery, point clouds, and cloud-native catalogs across 8 languages with 500+ code examples for Earth observation applications.