After google that, it is due to the write permission of the others (as the red mark in the picture). There are 2 ways to fix this annoying coloring.
Change the bash color setting: refer to the Reference 2 Use the chmod to recover the directory permission to default 755, or use below command to recursively set all directory to default 755
$ find . -type d -print0 | xargs -0 chmod 755