This patch is mainly thanks to @polyrhythm who helped understand how Cycles works in terms of light emission and so to finally fix the hacked RGB values of the sky itself.
Thing to notice is that the sky appears brighter with the default Exposure value of 0, so changing it to values between -3 and -6 would make it, and so the illuminated scene, properly exposed.