The mortician (house behind the King Crab) sells nine inch nails, and merchant inventories reset every hour or when characters level. Soap and needles can be found or bought randomly.
Walk in Shadows can help with stealing.
Whether an NPC can be successfully Pickpocketing depends on the NPC, the character's level and dexterity, as well as the level of Pickpocket.
