If China takes over Taiwan, chip manufacturing is probably the least of anyone’s worries.
The US would fight to prevent China taking over Taiwan by force, and Japan and others would assist them, but if China succeeded, the US wouldn't choose to start the third world war by using weapons carelessly... it would accomplish nothing at all.