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A piece of advice I once heard here & has always stuck with me is 'You will like a garment the MOST in the dressing room'.
In other words, if that piece of clothing isn't already making you happy at the point of purchase, it's likely going to spark less joy once the newness of that shiny new item has worn off. Good on you for using your gut as a gauge.
I am late to the party but wanted to add something that I did not see in other comments as to why you were unsure regarding such a cute dress.
I wear skirts and dresses around the house frequently throughout the summer as a change up from shorts.
But they are long, flowy,breezy dresses that allow movement and keep me covered when bending over, stretching etc. Something shorts allow for but not so much a knee length dress.