Matsubara–Usuba [13] introduced the notion of skinniness and its variants for subsets of and showed that the existence of skinny stationary subsets of is related to large cardinal properties of ideals over and to Jensen's diamond principle on λ. In this paper, we study the existence of skinny stationary sets in more detail.