Four key rules for chess strategy emphasize punishing opponents' weaknesses. The video illustrates these concepts through a game, highlighting the importance of offense over defense, recognizing flaws in opponents' moves, and maintaining pressure without unnecessary exchanges. By applying these principles, players can enhance their chess skills significantly.