Use Varla Stones. Unlike Soul Gems, Varla Stones fully recharge every weapon in your inventory rather than a single one, so it's best to save them for the mid to late game, when you carry more weapons ...

Find every Daedric Shrine and figure out how to complete them with this Daedric Quest guide for The Elder Scrolls IV: Oblivion Remastered.