John Bland shot a 63 on the Glen Oaks course eight years ago.
Armour has a history of producing low scores. He holds the 72-hole PGA Tour record of 254, which he posted in winning the Texas Open in 2003. He had a final-round 61 this year en route to a second-place finish behind Fred Couples at the ACE Group Classic.
The crowd at 4-under 67 after one round included Bernhard Langer, Nick Price, Mike Reid, Olin Browne, Gene Jones, Ronnie Black, Mike Goodes, Lonnie Nielsen, Mark O'Meara and Kirk Hanefeld.
Couples, who leads the Champions Tour money list, was tied for 27th after shooting a 70.
Celebrity Couples of 2014 [PHOTOS]