Spatialthoughts Ai Skills
- 3 repo stars
- Updated July 13, 2026
- spatialthoughts/spatialthoughts-ai-skills
spatialthoughts-ai-skills is a Claude Code plugin marketplace that provides a cloud-native remote sensing skill so developers can write STAC- and XArray-based geospatial Python with guided patterns.
About
spatialthoughts-ai-skills is a Claude Code plugin marketplace publishing SpatialThoughts geospatial analysis skills. Its flagship cloud-native-remote-sensing skill teaches agents to write Python for STAC catalog search, lazy XArray/Dask loading, spectral indices, zonal statistics, and supervised classification using modern cloud-native tooling. Reach for it when you start or debug remote sensing notebooks or pipelines and want opinionated patterns instead of generic Python answers.
- cloud-native-remote-sensing skill for Python geospatial analysis
- Covers STAC search, Sentinel-2 preprocessing, zonal stats, classification
- Stack: pystac-client, odc-stac, xarray, dask, geopandas, duckdb
- Derived from SpatialThoughts Cloud Native Remote Sensing course
Spatialthoughts Ai Skills by the numbers
- Data as of Jul 14, 2026 (Skillselion catalog sync)
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| repo stars | ★ 3 |
|---|---|
| Last updated | July 13, 2026 |
| Repository | spatialthoughts/spatialthoughts-ai-skills ↗ |
How do I get an AI assistant to follow correct cloud-native remote sensing patterns instead of generic Python advice?
Load cloud-native remote sensing guidance for STAC, XArray, Dask, and geospatial Python workflows inside Claude Code.
Who is it for?
Developers building Sentinel-2 or STAC-based geospatial analysis notebooks and pipelines in Python with Claude Code.
Skip if: Projects outside geospatial remote sensing or teams not using the STAC/XArray/Dask Python stack.
What you get
Claude loads the skill and applies STAC, preprocessing, indices, zonal stats, and classification patterns from the SpatialThoughts curriculum.
Plugins in this marketplace
1 plugin - install individually after you add the marketplace.
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FAQ
Which skill is included?
cloud-native-remote-sensing covers STAC search, odc-stac loading, preprocessing, indices, zonal statistics, and classification.
How do I install it?
Add the marketplace with /plugin marketplace add spatialthoughts/Spatialthoughts Ai Skills, then install cloud-native-remote-sensing@Spatialthoughts Ai Skills.
What Python packages does it target?
pystac-client, odc-stac, xarray, rioxarray, dask, geopandas, duckdb, scikit-learn, xvec, and exactextract.