Description
geopandas is an agent skill that gives guidance and local audit tools for Python workflows that use GeoPandas directly, meaning its GeoSeries and GeoDataFrame objects, spatial operations and vector data input and output. GeoPandas handles planar vector data in pandas-like objects. The skill targets stable GeoPandas 1.2.0, released on 28 September 2026. The stable website at the time of the review still carried a development build label, so the release-specific behaviour in the skill was checked against the v1.2.0 source and wheel. The skill lists the environment requirements: GeoPandas 1.2.0 needs Python 3.11 or newer, NumPy 2 or newer, pandas 2.2 or newer, Shapely 2.1 or newer, pyproj 3.7 or newer, pyogrio 0.8 or newer, and packaging. The pyproj wheel it uses needs Python 3.12 or newer, and an exact Python 3.12 setup was smoke-tested on 1 October 2026. Use the skill when you are writing or auditing GeoPandas code, reading and writing vector files, or running spatial joins and other operations on GeoDataFrames. It is part of the k-dense-ai scientific agent skills repository on GitHub, which has about 49,600 stars. The listing shows it as free, and it has about 1,800 installs.…
Highlights
- Guidance for GeoSeries and GeoDataFrame code
- Spatial operations and vector file I/O
- Reproducible environment notes
- Checked against GeoPandas 1.2.0 source
- Local audit tools for workflows
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geopandas FAQ
What does the skill cover?
Python workflows that use GeoPandas GeoSeries and GeoDataFrame objects, spatial operations and vector data input and output.
Which version is it written for?
GeoPandas 1.2.0, released on 28 September 2026, checked against the v1.2.0 source and wheel.
What does it need to run?
Python 3.11 or newer, with NumPy 2, pandas 2.2, Shapely 2.1, pyproj 3.7, pyogrio 0.8 and packaging. The current pyproj wheel needs Python 3.12 or newer.
Does it run checks on my code?
It includes local audit tools for workflows, alongside its guidance.
How do I install it?
Run npx skills add https://github.com/k-dense-ai/scientific-agent-skills --skill geopandas.
Is it checked for security?
Its security audits show passes from Gen Agent Trust Hub, Socket and Snyk.
What are the best geopandas alternatives?
Popular alternatives to geopandas include geomaster, data-scraper-agent and django-celery. See all geopandas alternatives