What type of cloud is typically found in stable air?

Stratus clouds are generally associated with stable air conditions. They form in layers and cover the sky like a blanket, leading to overcast weather. Stability in the atmosphere means that there is little vertical movement of air; since stratus clouds develop under such conditions, they often bring light precipitation or mist but rarely lead to severe weather.

In contrast, cumulus clouds form in unstable air where there is significant vertical development due to rising air currents. Nimbus clouds can indicate more intense weather conditions, and cirrus clouds, high and thin, generally indicate fair weather but do not typically signify stability in the same context as stratus clouds.