Builder's shirt is obtained during the Tower of Life quest. This item is part of the Builder's outfit.
After completing the quest Tower of Life, the Builder's outfit is not necessary to enter the Tower of Life and may be destroyed if wanted. A new set can be obtained within the Tower of Life.