They last competed in Kategoria Superiore Femra during the 2010–11 season, finishing at the bottom table in a nine-team league.

Efforts to form a women's football team in Rubik date back to the late 1990s, when amateur coaches Zef Lleshi and Nikoll Doçi recruited several young talents such as Majlinda Malshi, Flora Ndoji, Vera Sako, Valbona and Vera Lleshi, Ida Ndreca, Diana Lleshi, Lola Lusha, Vera Gjoni and Lati Ruçi.

With the support of Prengë Gjergji (Kaçaçi), Ilir Gjergji, Pashk Zefi, Viktor Pepa, Sandër Marku, Leonard Vuka, and Mark Ruçi, a women's team was established in the summer of 2007 – Albiks – a name paying homage to the local fans.

The team made its debut in the Promotion Cup held in Sarandë in 2007, under the coaching of Prengë Gjergji (Kaçaçi) and Flora Jushi.

Interestingly, three American members of the Peace Corps stationed in Rubik at the time, Kathleen Gustafsson, Trisha Elizabeth and Frances Anderson also joined and played for the team.