skills.rest
toobutta
toobuttaCOMMUNITY
Explore all skills by this author →
GitHub

geospatial-analysis

Combine PostGIS spatial queries with MapLibre GL JS and Deck.gl visualizations.

Updated Dec 14, 2025
Search Tags:#geospatial#maplibre#postgis#gdal#shapely#deck.gl#geoalchemy2
One-click install
npx skills add https://github.com/toobutta/maptelli --skill geospatial-analysis
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geospatial-analysis
Source: https://github.com/toobutta/maptelli/tree/main/.factory/skills/geospatial-analysis
Command: npx skills add https://github.com/toobutta/maptelli --skill geospatial-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill enables teams to perform geospatial analysis over property datasets, turning complex spatial queries into actionable insights without wrangling PostGIS manually.

Core Features & Use Cases

  • Spatial queries with PostGIS (within, distance, buffer, area)
  • MapLibre GL JS and Deck.gl visualizations for interactive maps
  • Spatial data processing with GeoAlchemy2, Shapely, and GDAL
  • Real-world use cases: territory planning, proximity analysis, and optimized property search

Quick Start

Run a spatial query to find properties within 2km of a given point and return a GeoJSON dataset.

Frequently Asked Questions about geospatial-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run spatial queries to find properties within a specific distance using PostGIS?▼

Spatial queries in PostGIS find properties within a specified distance by applying distance and buffer functions to coordinate datasets. This approach uses GeoAlchemy2 and Shapely to process spatial relationships and returns GeoJSON datasets for property analytics.

What is the best way to visualize PostGIS property query results on an interactive map?▼

Visualizing PostGIS property query results is best achieved by combining MapLibre GL JS and Deck.gl to render interactive map layers. This workflow transforms spatial database outputs into actionable geospatial insights for territory planning and property search.

Does this geospatial analysis workflow handle SRID 4326 coordinate transformations with GDAL?▼

Geospatial analysis workflows handle SRID 4326 coordinate transformations natively using GDAL and Shapely. This ensures accurate spatial data processing and coordinate handling across backend spatial queries and frontend map visualizations.

Can I use Mapbox for geocoding and routing within my property analytics application?▼

Mapbox integrations for geocoding and routing are supported within property analytics applications to enhance territory management and routing workflows. These integrations work alongside PostGIS queries and MapLibre GL JS visualizations to deliver comprehensive spatial insights.

Related Skills

Explore More Data & Analytics Skills→
Impertio-StudioImpertio-Studio

postgres-impl-postgis-geometry-2d

Optimize PostgreSQL spatial queries with PostGIS GiST indexes and ST_DWithin.

Official
Advanced
ohallohall

maplibre-react

Integrate MapLibre GL JS maps with GeoJSON clustering and incident markers in React.

Community
Advanced
thehivegroup-aithehivegroup-ai

mapbox-standards

Manage Mapbox Studio datasets, edit styles, and call Mapbox APIs for geocoding, search, and directions.

Official
Advanced
K-Dense-AIK-Dense-AI
33.0k

geopandas

Perform geospatial analysis on vector data with GeoPandas in Python.

Official
Advanced