geomaster

57 / 100 · Review before installing

Check before installing. Some of what it can do is expected: a coding skill usually runs build and test commands.

By anubhavg-icpl/vibe (GitHub) · coding · 13 stars · scanned at commit d51e7ac

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, cloud-native workflows (STAC, COG, Planetary Computer), and 8 programming languages (Python, R, Julia, JavaScript, C++, Java, Go, Rust) with 500+ code examples. …

Works with any agent that supports SKILL.md skills.

What this skill can do

Downloads and installs other software

The author does not mention this. It runs automatically when the plugin is installed.

Found in 25 places.

skills/sci-geomaster/README.md, line 69pip install rsgislib torchgeo earthengine-api
skills/sci-geomaster/SKILL.md, line 20uv pip install rsgislib torchgeo earthengine-api
skills/sci-geomaster/SKILL.md, line 21uv pip install scikit-learn xgboost torch-geometric

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skills/sci-geomaster/SKILL.md, line 24uv pip install osmnx networkx folium keplergl
skills/sci-geomaster/SKILL.md, line 25uv pip install cartopy contextily mapclassify
skills/sci-geomaster/SKILL.md, line 28uv pip install xarray rioxarray dask-geopandas
skills/sci-geomaster/SKILL.md, line 29uv pip install pystac-client planetary-computer
skills/sci-geomaster/SKILL.md, line 32uv pip install laspy pylas open3d pdal
skills/sci-geomaster/references/troubleshooting.md, line 16sudo apt-get install gdal-bin libgdal-dev
skills/sci-geomaster/references/troubleshooting.md, line 19pip install rasterio
skills/sci-geomaster/references/troubleshooting.md, line 22pip install rasterio --find-links=https://gis.wheelwrights.com/
skills/sci-geomaster/references/troubleshooting.md, line 38brew install gdal
skills/sci-geomaster/references/troubleshooting.md, line 39pip install rasterio --no-binary rasterio
skills/sci-geomaster/references/troubleshooting.md, line 42brew install geos
skills/sci-geomaster/references/troubleshooting.md, line 43pip install shapely --no-binary shapely
.claude/settings.json, line 166"Bash(npx @claude-flow*)",
.claude/settings.json, line 167"Bash(npx claude-flow*)",
.mcp.json, line 4"command": "npx",
hooks/cmods/README.md, line 96npx eslint --fix "$FILE" 2>/dev/null
hooks/cmods/post-edit-format.sh, line 29npx prettier --write "$FILE" 2>/dev/null && FORMATTED=true

and 5 more places

Runs commands on your computer

The author does not mention this. Expected for a coding skill.

Found in 67 places.

skills/sci-geomaster/SKILL.md, line 17conda install -c conda-forge gdal rasterio fiona shapely pyproj geopandas
skills/sci-geomaster/references/gis-software.md, line 291subprocess.run(cmd)
skills/sci-geomaster/references/gis-software.md, line 300subprocess.run(cmd)

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skills/sci-geomaster/references/gis-software.md, line 311subprocess.run(cmd)
skills/sci-geomaster/references/gis-software.md, line 322subprocess.run(cmd)
.claude/settings.json, line 9"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" pre-bash'",
.claude/settings.json, line 19"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" pre-edit'",
.claude/settings.json, line 31"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" post-edit'",
.claude/settings.json, line 41"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" post-bash'",
.claude/settings.json, line 52"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" route'",
.claude/settings.json, line 63"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" session-restore'",
.claude/settings.json, line 68"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/auto-memory-hook.mjs\" import'",
.claude/settings.json, line 79"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" session-end'",
.claude/settings.json, line 90"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/auto-memory-hook.mjs\" sync'",
.claude/settings.json, line 102"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" compact-manual'"
.claude/settings.json, line 106"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" session-end'",
.claude/settings.json, line 116"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" compact-auto'"
.claude/settings.json, line 120"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" session-end'",
.claude/settings.json, line 131"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" status'",
.claude/settings.json, line 142"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" post-task'",

and 47 more places

Connects to the internet

This is disclosed by the author in the skill's SKILL.md or README.

Found in 5 places.

skills/sci-geomaster/references/data-sources.md, line 140response = requests.get(overpass_url, params={'data': query})
skills/sci-geomaster/references/data-sources.md, line 182response = requests.get(url, params=params)
skills/sci-geomaster/references/data-sources.md, line 196response = requests.get(url, params=params)

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skills/sci-geomaster/references/data-sources.md, line 211response = requests.get(url, params=params)
skills/sci-geomaster/references/programming-languages.md, line 240fetch('data.geojson')

Reads your saved credentials, such as SSH keys or .env files

The author does not mention this. It runs automatically when the plugin is installed.

Found in 1 place.

hooks/cmods/dangerous-cmd-warn.sh, line 79PATTERNS["cat\s+.*\\.env"]="Displaying .env file may expose secrets"

Safer alternatives

Low-risk skills in the same category (coding) that look related. Check that one does what you need.

100 Low riskgeomasterlamm-mit/scienceclaw · 251 stars

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'geomaster' ] || [ -L ~/.agents/skills/'geomaster' ]; then echo 'A skill folder named geomaster already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/anubhavg-icpl/vibe' "$d" && git -C "$d" checkout --quiet 'd51e7ac9a34111cd2e63daed83c2198f91570050' -- 'skills/sci-geomaster' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/sci-geomaster' ~/.agents/skills/'geomaster' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'geomaster' ~/.claude/skills/'geomaster' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

Date	Version	Score
2026-11-08	`d51e7ac`	57