Why is the RGB LED on my ESP32-S2-Saola-1 not working?

The ESP32-S2-Saola-1 board has the RGB LED connected to GPIO 18. However, a few earlier boards may have it on GPIO 17. Use CONFIG_APP_LED_GPIO to set the appropriate GPIO:

$ idf.py menuconfig
    Example Configuration -> RGB LED GPIO -> 17