Use when exploring, querying, analyzing, or visualizing data from a Portolan catalog (STAC-based cloud-native geospatial data). Covers AGENTS.md and STAC metadata, assets by role, DuckDB queries over GeoParquet and Parquet, COGs, cross-dataset joins, partitioned collections, and interactive maps with PMTiles and MapLibre.