geomaster SKILL.md skillA
geomaster from foryourhealth111-pixel/vibe-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add foryourhealth111-pixel/vibe-skills/geomaster@git:20260303.491ea97Pins git:20260303.491ea97 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- foryourhealth111-pixel/vibe-skills
- Path
bundled/skills/geomaster/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260303.491ea97, committed Mar 3, 2026
- Size
- 19,663 bytes
- Repository stars
- 3,805
- License
- Apache-2.0
Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains. Supports satellite imagery processing (Sentinel, Landsat, MODIS, SAR, hyperspectral), vector and raster data operations, spatial statistics, point cloud processing, network analysis, and 7 programming languages (Python, R, Julia, JavaScript, C++, Java, Go) with 500+ code examples. Use for remote sensing workflows, GIS analysis, spatial ML…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# GeoMaster GeoMaster is a comprehensive geospatial science skill covering the full spectrum of geographic information systems, remote sensing, spatial analysis, and machine learning for Earth observation. This skill provides expert knowledge across 70+ topics with 500+ code examples in 7 programming languages. ## Installation ### Core Python Geospatial Stack ```bash # Install via conda (recommended for geospatial dependencies) conda install -c conda-forge gdal rasterio fiona shapely pyproj geopandas # Or via uv uv pip install geopandas rasterio fiona shapely pyproj ``` ### Remote Sensing & Image Processing ```bash # Core remote sensing libraries uv pip install rsgislib torchgeo eo-learn # For Google Earth Engine uv pip install earthengine-api # For SNAP integration # Download from: https://step.esa.int/main/download/ ``` ### GIS Software Integration ```bash # QGIS Python bindings (usually installed with QGIS) # ArcPy requires ArcGIS Pro installation # GRASS GIS conda install -c conda-forge grassgrass # SAGA GIS conda install -c conda-forge saga-gis ``` ### Machine Learning for Geospatial ```bash # Deep learning for remote sensing …
Read the whole file at its exact version.
How to install
mdr add foryourhealth111-pixel/vibe-skills/geomaster@sha256:714f9b274da2b121The line at the top of this page pins the label git:20260303.491ea97, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_3molya6nksrjjvmm)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Mar 3, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (19663 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
foryourhealth111-pixel/vibe-skills · 3,805 stars · license Apache-2.0 · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3molya6nksrjjvmm GET https://markdownregistry.com/api/v1/resolve?ref=foryourhealth111-pixel/vibe-skills/geomaster GET https://markdownregistry.com/api/v1/blob/714f9b274da2b121dbbb0c5b4eb8cdf6c1881e33b7c4d067c6d44107019c908f
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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