£10 a week is a lot of value oats and bread. I'm all for eating cheaper but that's not much money, £20 is more realistic
I think the trick is to prepare. Plan your week's food, do one shop, cook big batches, stick to it. You'll blow the budget by buying lunch on the go. Decide what ingredients aren't worth the price. Cook everything properly from scratch.