The reason for choosing "might" as the correct alternative is that it indicates a possibility of rain based on the observation of the cloudy sky. "Might" suggests a lower level of certainty or probability compared to "must" or "should." It implies that rain is a potential outcome given the current weather conditions, but it is not certain. This choice accurately reflects the uncertainty of the situation described in the sentence.