geomaster

geomaster is a Geospatial & mapping skill for AI agents, published by foryourhealth111-pixel in the Vibe-Skills repository on GitHub. Skillspace rates geomaster C (72/100) and it passed the safety scan; a judge model has also reviewed it.

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, Earth observation data processing, terrain analysis, hydrological modeling, marine spatial analysis, atmospheric science, and any geospatial computation task.

Grade
C
Quality
72 / 100
Safety
Passed
GitHub stars
2,381

Placed #2 of 2 when judged against its near-duplicates in Geospatial & mapping.

Not launch-quality. It is graded C with a clean safety verdict, but our quality filters exclude it: it is a near-duplicate variant of another skill. So it is not in our launch-quality set, the skills our MCP server searches and recommends. How launch-quality is decided

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

Our review

Architecture
85 / 100
Maturity
Packaged: licensed, with a version or references
Security scan
No issues found
License
Apache-2.0
Adoption
Adopted by 0 other repositories, in 2 collections
Scope
Portable: works in any project. General geospatial/remote-sensing knowledge and code; no repo or vendor binding

Judge review

Placed #2 of 2 when judged against its near-duplicates in Geospatial & mapping.

  • Trigger5555
  • Instructions4545
  • Specificity7272
  • Safety8585
  • Disclosure2525
  • Maintenance3030
Same kitchen-sink structure as the other variant but with a literal typo in a package name and less defensive numeric code.

Not checked yet

  • No blind task eval yet
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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