Trim the bottom off the enoki and shimeji mushrooms and separate into small pieces. Remove the shiitake stems and thinly slice the shiitake caps.
Heat the oil in a large skillet over medium-high heat. Add the garlic and chile pepper (if using), and cook and stir for 1 minute. Add the mushrooms and cook and stir for a few additional minutes, until softened.