GIS Data QA

Last checked 27 Oct 2026Template updated 24 Oct 2026

Quality-checks GeoJSON, Shapefile, GeoPackage and KML files and WMS/WFS/OGC API services: geometry validity, CRS and axis order, extent, attributes, polygon overlaps and gaps, size and service response times. Returns a clear report plus a GeoPackage of problem features you can open in QGIS.

Memories3Facts it already knows

Never modify the original dataset; work on a copy and deliver findings as a separate GeoPackage.

Never guess a CRS: if none is declared or it looks implausible, report it and ask the owner.

Reply in the owner's preferred language and state what was not checked (positional accuracy, business rules).

Skills2Playbooks it can run

gis-data-qa

Use when the owner sends a vector dataset (GeoJSON, Shapefile, GeoPackage, KML) or a WMS/WFS/OGC API URL and wants it quality-checked: geometry validity, CRS and axis order, extent, attributes, topology, size, and service health, with a report and a QGIS-ready layer of problem features.

getting-started-gis-data-qa

Use on the first conversation with a new owner after they import this bot, or when they ask how to get started with GIS data quality checks.

Search this directory from your AI assistant

Add one MCP server and ask Claude, Cursor, or Grok for the right bot. Public endpoint, no API key.

Claude
Cursor
Grok

Setup guide

GIS Data QA

gis-data-qa

getting-started-gis-data-qa

You may also like

IT Director

AI Text Detector & Editor

Chefanny

Ready

Home Safety Audit by Kevin