geopandas
Pass
Audited by Gen Agent Trust Hub on Jul 13, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill provides standard documentation and usage examples for the legitimate GeoPandas Python library.
- Documentation covers standard GeoSeries and GeoDataFrame operations.
- Code snippets align with official GeoPandas best practices and common workflows.
- [EXTERNAL_DOWNLOADS]: Installation instructions reference well-known and established Python packages.
- The skill instructs users to install geopandas, folium, mapclassify, pyarrow, and other relevant libraries from standard package registries.
- [DATA_EXFILTRATION]: The skill includes examples of reading and writing data using remote protocols, which are legitimate library features.
- Examples demonstrate gpd.read_file using HTTPS, S3 (s3://), and Azure Blob Storage (az://) protocols for data ingestion.
- Examples demonstrate database connectivity using PostGIS, which is standard for geospatial workflows.
- [CREDENTIALS_UNSAFE]: Database connection examples use non-sensitive placeholders.
- Connection strings in the documentation use 'user:password@host:port' templates, following safe documentation practices.
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