Why are the concepts of short-run and long-run equilibrium exclusive to aggregate supply and demand and macroeconomics?
The concepts of short-run and long-run equilibria certainly feature in microeconomics.  Indeed, they have done so for over a century: see Marshall's Principles of Economics (1890).