The calculated distance (air line) between Skelmersdale and Reading is approximately 163 miles respectively 263 kilometers.
By car or train, the actual journey to Reading is certainly longer, as only the direct route (as the crow flies) between Skelmersdale and Reading has been calculated here.
Air line (approximately)
263 kilometers
142 nautical miles