The city wage tax (Earnings Tax) "is a tax on salaries, wages, commissions, and other compensation paid to a person who works or lives in Philadelphia." Doing remote work, while in Philly, would count, even if your stay in Philly was only temporary.
Reference: https://www.phila.gov/services/payments-assistance-taxes/taxes/income-taxes/
