in a brief manner is correct because in a nutshell means in a short, simple, and concise way.

This idiom or phrase is useful because it helps students understand the intended meaning beyond the individual words.

Examples: In a nutshell, the plan failed because it cost too much. Tell me the story in a nutshell before the meeting starts.

The phrase means briefly, so it is the opposite of explaining something in great detail.