Inoculation with Streptomyces albidoflavus T4 and S. pactum Act12 enhances naked oat growth and yield by 21.5%–27.4% in drylands. These Actinobacteria reshape rhizosphere bacterial communities, increasing beneficial taxa and soil nutrients, thereby promoting plant growth through improved soil chemical environment and plant antioxidant activity.