Moon Valley is a large expanse of honey-coloured rocks carved into pointy peaks as a result of erosion.
My suggestion
If you can get to the peripheral part of the city, take the opportunity to discover the Devil's Tooth (muela del diablo), a rock formation overlooking the nearby mountain with beautiful views over the capital city.