The outspoken Labour MP, elected at the 2015 general election, stole the show as audience member back in 2010.
In footage that has recently emerged, Phillips is seen lambasting the then newly installed coalition government's programme of austerity in her signature style. Watch the clip, above.
Airing her views towards a panel that included former Coalition Faith Minister Baroness Warsi, Phillips says: "You talk about fairness but it seems totally unfair that the cuts seem to be starting with children and families.
"The cuts surely should be starting with people up in their ivory towers, like David Cameron.
"I doubt very much that the loss of £129 to him would be very great but why is it women and children who are facing the brunt of these cuts?"
As well as Phillips, Thursday’s edition boasts the Conservative Transport Secretary Patrick McCloughlin, the SNP's Angus Robertson, columnist Yasmin Alibhai-Brown, and Conservative Party ad man Moray MacLennan.