It is assembled from very affordable parts that can be pulled out of old Soviet equipment or, like me, bought. All the parts cost me 18 rubles. I used an smd resistor to reduce the bulk of soldering.
I used this circuit to illuminate the system unit with an LED strip powered by 12V; I took the same 12V from the fan connector on the motherboard. By increasing the capacitance of the capacitor you can increase the “ignition” time LEDs, you can also experiment with the resistance value.
Video of the system in action: