Hardcastle will join former manager Michael Clegg in the swap from Atherton to Ashton.
Atherton Collieries said: "We can confirm that we have agreed an undisclosed fee with Ashton United for midfielder Ben Hardcastle. This represents our record amount received for a player."
"Last season’s Division One West Player of the Season leaves with all our best wishes."
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