Individual skill
geopandas
Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operations, choropleth mapping, or any task involving reading/writing/analyzing vector geographic data. Supports PostGIS databases, interactive maps, and integration with matplotlib/folium/cartopy. Use for tasks like buffer analysis, spatial joins between datasets, dissolving boundaries, clipping data, calculating areas/distances, reprojecting coordinate systems, creating maps, or converting between spatial file formats.
backend/cli/skills/data-engineering/geopandas/SKILL.md
Source commit a08e0ad0ad3d6448123039ee4659163eb2e35d99
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 2, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 4,353
- Repository last updated
- Nov 6, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 7,408 bytesSKILL.mdcore · 7,408 bytesSKILL.mdcore · 7,408 bytesSKILL.mdcore · 7,408 bytesSKILL.mdcore · 7,408 bytesSKILL.mdcore · 7,408 bytesSKILL.mdcore · 7,408 bytesSKILL.mdcore · 7,408 bytesSKILL.mdcore · 7,408 bytesSKILL.mdcore · 7,408 bytesSKILL.mdcore · 7,408 bytesSKILL.mdcore · 7,408 bytesreferences/crs-management.mddoc · 4,835 bytesreferences/data-io.mddoc · 3,690 bytesreferences/data-structures.mddoc · 1,638 bytesreferences/geometric-operations.mddoc · 4,183 bytesreferences/spatial-analysis.mddoc · 4,816 bytesreferences/visualization.mddoc · 5,415 bytes
Read excerpt
# GeoPandas
GeoPandas extends pandas to enable spatial operations on geometric types. It combines the capabilities of pandas and shapely for geospatial data analysis.
## Installation
```bash
uv pip install geopandas
```
### Optional Dependencies
```bash
# For interactive maps