To create personalized scenarios with Apple's HomeKit framework, you can use the Home app on your iOS device. Open the Home app, tap on "Add Automation," and follow the prompts to select specific triggers and actions for your scenario. You can combine different smart devices, such as lights, thermostats, and locks, to create customized automations that suit your needs.