You're doing it wrong Reimu.

From Remilia's profile in the Imperishable Night manual: "It goes without saying that she is weak against sunlight, can't cross flowing water, hates garlic, and despises sardine heads."

カリスマ ガード seems to be quite the effective way to defend against these things.