Actually, it's 20% of *taxable* income minus capital gains, not 20% of AGI. Taxable income is AGI minus the standard deduction or itemized deductions, so if you don't have other ordinary income of at least the amount of the standard deduction, the standard deduction will reduce your QBI deduction.
