Don't skip that section. As a resident of NJ you have to pay taxes on the income earned in Philadelphia. Since you didn't have any withholding you will owe NJ when you prepare your tax return. Enter the amount you earned that was taxed by both Philadelphia and NJ in order to claim the credit.
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