
Defender Fishley was snapped up by Deacey for Boro in May 2019.
He has left Yorkshire Amateur to re-unite with Deacey, the move being confirmed on Friday.
He told the Tadcaster website: "I enjoy playing for John Deacey. He has a good football brain and always tells you how it is. His teams play attractive football and I think he will push for something this coming season. Tadcaster Albion is a nice club and I am looking forward to playing for them."
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Midfielder Dixon joined Tadcaster on Thursday, having played last season with Bridlington Town.
Dixon will link up with former Bridlington Town player-boss Brett Agnew, who also signed for Deacey's team last week as a player, as did former Boro star Pete Davidson, who was Brid Town skipper last season.
Another former Boro player, defender Jack Johnson, also joined Albion last week from Pickering Town.