Capacitor C1 charges the power supply through R1 when JFET is OFF and ON. When the voltage across C1 reaches the JFET gate threshold, it turns ON rapidly discharging the capacitor and lighting the LED. JFET turning ON forces its own gate low via R2 turning the device back OFF. Circuit repeats charging C1 and blinking LED.