python-gis-ecosystem

Python GIS Ecosystem Skill — GDAL/OGR, Fiona, Shapely, Rasterio, GeoPandas, pyproj, Folium, xarray/rioxarray, Cartopy — foundational GIS libraries

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Repository: vamseeachanta/workspace-hub
Last source activity: May 4, 2026 at 15:05
Detected SKILL.md language: English
Stars: 16
Forks: 7

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communication-voice

Write outbound email and external messages in Vamsee Achanta's voice — a subtle offer to help, never bold or rash claims. Load before drafting ANY email, LinkedIn/Collide reply, proposal note, or outreach sent under his name.

2026-07-30

hf-dataset-publishing

Save/publish analysis or computation results from ANY ecosystem repo to Hugging Face as a queryable, viewer-renderable dataset. Use when the user wants to "save results to hugging face", "publish dataset to HF", "hugging face data saving", "save analysis results", "hf dataset", "make results queryable", or "render via datasets-server API". Reshapes nested results into flat parquet tables, writes a dataset card with a viewer `configs:` block and provenance, applies license/public-vs-private routing, enforces a domain data-quality gate (faithful-to-source != correct), publishes to `aceengineer/<repo>-<projection>`, and verifies via the datasets-server API.

2026-07-28

github-repo-management

Clone, create, fork, configure, and manage GitHub repositories. Manage remotes, secrets, releases, and workflows. Works with gh CLI or falls back to git + GitHub REST API via curl.

2026-07-23

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name	python-gis-ecosystem
version	1.0.0
category	engineering/gis
description	Python GIS Ecosystem Skill — GDAL/OGR, Fiona, Shapely, Rasterio, GeoPandas, pyproj, Folium, xarray/rioxarray, Cartopy — foundational GIS libraries
type	reference
tags	["geopandas","shapely","rasterio","fiona","gdal","pyproj","folium","xarray","rioxarray","cartopy","geojson","geopackage","netcdf","geotiff","geospatial","python"]
platforms	["linux","windows","macos"]
invocation	python-gis
capabilities	["input-generation","execution","output-parsing","failure-diagnosis","validation"]
requires	[]
updated	2026-02-24
scripts_exempt	true