Most likely a vanilla beatdown deck
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If you have a deck that needs monsters sent to the graveyard like a lightsworn deck, then you might win.
Go to yugioh-card.com to learn the rules. You can also get a rulebook in each structure deck and a "beginner's guide" in each starter deck.
It depends on what type of starter deck e.g. Yugioh 5ds, Yugioh GX, Yugioh!
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