How a geographer works in the agent era.
I grade map-agent skill packs the way I grade maps — shared tasks, clear rubrics, comparable outcomes across platforms.
Same spatial skills. Different vendors. Evidence you can read before you trust an agent with place.
Top mapping platforms on shared skills and static rubrics — capability, cost, code, and outcome side by side.
Core and extreme Mapbox GL JS skill checks against the Mapbox agent pack.
Automated checks against maptiler-skills for MapTiler SDK packs.