Large thunderstorms, called supercells, often bring large clouds. Oklahoma often experiences violent
storms during the summer months.
Does this passage describe the weather or the climate?

I would say the CLIMATE of Oklahoma as it seems often and within a extended time period. Weather is what you see outside on any particular day, more so randomly. Whereas for climate it is more of an constant weathering, meaning it is expected to happen.