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geopandas
80 / 100 · Low risk
Fine to try. 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
Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operations, choropleth mapping, or any task involving reading/writing/analyzing vector geographic data. Supports PostGIS databases, interactive maps, and integration with matplotlib/folium/cartopy. Use for tasks like buffer analysis, spatial joins between da…
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 24 places.
Show 17 more
- skills/sci-geopandas/SKILL.md, line 29
uv pip install pyarrow - skills/sci-geopandas/SKILL.md, line 32
uv pip install psycopg2 - skills/sci-geopandas/SKILL.md, line 33
uv pip install geoalchemy2 - skills/sci-geopandas/SKILL.md, line 36
uv pip install contextily - skills/sci-geopandas/SKILL.md, line 39
uv pip install cartopy - skills/sci-geopandas/references/data-io.md, line 30
Requires PyArrow: `uv pip install pyarrow` - skills/sci-geopandas/references/data-io.md, line 135
Requires: `uv pip install psycopg2` or `uv pip install psycopg` and `uv pip install geoalchemy2` - skills/sci-geopandas/references/visualization.md, line 37
Requires: `uv pip install mapclassify` - skills/sci-geopandas/references/visualization.md, line 158
Requires: `uv pip install folium` - skills/sci-geopandas/references/visualization.md, line 198
Requires: `uv pip install contextily` - skills/sci-geopandas/references/visualization.md, line 218
Requires: `uv pip install cartopy` - .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 96
npx eslint --fix "$FILE" 2>/dev/null - hooks/cmods/post-edit-format.sh, line 29
npx prettier --write "$FILE" 2>/dev/null && FORMATTED=true - hooks/cmods/post-edit-format.sh, line 32
npx biome format --write "$FILE" 2>/dev/null && FORMATTED=true
and 4 more places
Runs commands on your computer
The author does not mention this. It runs automatically when the plugin is installed. Expected for a coding skill.
Found in 64 places.
Show 17 more
- .claude/settings.json, line 19
"command": "sh -c 'exec node \"${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 \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" post-task'", - .claude/settings.json, line 153
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" notify'", - .claude/settings.json, line 162
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/statusline.cjs\"'" - .mcp.json, line 4
"command": "npx",
and 44 more places
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'geopandas' ] || [ -L ~/.agents/skills/'geopandas' ]; then echo 'A skill folder named geopandas already exists — not replacing it' >&2; false; else d=$(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-geopandas' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/sci-geopandas' ~/.agents/skills/'geopandas' && rm -rf "$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/'geopandas' ~/.claude/skills/'geopandas' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
The badge for anubhavg-icpl/vibe shows the score of its lowest-scoring skill.
[](https://zalavijaysinh.github.io/skilltrust/repos/anubhavg-icpl/vibe/)
Score history
| Date | Version | Score |
|---|
| 2026-11-08 | d51e7ac | 80 |