Individual skill
geomaster
Provides geospatial and Earth observation workflows using GeoPandas, Rasterio, GDAL, Xarray, Shapely, Laspy, PDAL, Google Earth Engine, and STAC/Planetary Computer, covering Sentinel, Landsat, MODIS, SAR and hyperspectral imagery, spectral indices, terrain and network analysis, point clouds, COGs, CRS handling, and spatial ML, with code in Python, R, Julia, JavaScript, C++, Java, Go, and Rust. Use when computing NDVI or other indices from satellite imagery, when running vector overlays, reprojection, or spatial statistics on shapefiles, GeoJSON, or GeoPackage data, when searching STAC catalogs and reading cloud-optimized GeoTIFFs, when classifying land cover or training ML models on Earth observation data, or when doing terrain, hydrology, or point cloud analysis. Not for general non-spatial data analysis or tabular ML.
plugins/KalarisLabs/research-agent-skills/skills/geomaster/SKILL.md
Source commit d780783eba4ecc7c8b9429f95c9362df95f07c61
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 4, 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)
- 1,531
- 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.
- ai-coding Repository topic
- awesome Repository topic
- awesome-list Repository topic
- codex Repository topic
- codex-plugins Repository topic
- openai Repository topic
- codex-skill Repository topic
- codex-skills Repository topic
- marketplace Repository topic
- codex-marketplace Repository topic
- data Derived category
Declared tags are partial or unavailable.
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
README.mddoc · 3,283 bytesSKILL.mdcore · 13,967 bytesSKILL.mdcore · 13,967 bytesSKILL.mdcore · 13,967 bytesSKILL.mdcore · 13,967 bytesSKILL.mdcore · 13,967 bytesSKILL.mdcore · 13,967 bytesSKILL.mdcore · 13,967 bytesSKILL.mdcore · 13,967 bytesSKILL.mdcore · 13,967 bytesSKILL.mdcore · 13,967 bytesSKILL.mdcore · 13,967 bytesSKILL.mdcore · 13,967 bytesSKILL.mdcore · 13,967 bytesSKILL.mdcore · 13,967 bytesreferences/advanced-gis.mddoc · 10,745 bytesreferences/big-data.mddoc · 8,455 bytesreferences/code-examples.mddoc · 12,492 bytesreferences/coordinate-systems.mddoc · 8,893 bytesreferences/core-libraries.mddoc · 6,593 bytesreferences/data-sources.mddoc · 9,001 bytesreferences/gis-software.mddoc · 8,915 bytesreferences/industry-applications.mddoc · 13,071 bytesreferences/machine-learning.mddoc · 12,783 bytesreferences/programming-languages.mddoc · 11,024 bytesreferences/remote-sensing.mddoc · 10,104 bytesreferences/scientific-domains.mddoc · 10,611 bytesreferences/specialized-topics.mddoc · 10,686 bytesreferences/troubleshooting.mddoc · 11,231 bytes
Read excerpt
# GeoMaster
Comprehensive geospatial science skill covering GIS, remote sensing, spatial analysis, and ML for Earth observation across 70+ topics with 500+ code examples in 8 programming languages.
## Installation
```bash
# Core Python stack (conda recommended)
conda install -c conda-forge gdal rasterio fiona shapely pyproj geopandas
# Remote sensing & ML (rsgislib is conda-forge only, not on PyPI)
conda install -c conda-forge rsgislib
uv pip install torchgeo earthengine-api
uv pip install scikit-learn xgboost torch-geometric