Photoshop remembers the last curve you applied. If you hold Alt (Mac: Option), then go to Image > Adjustments > Curves, the Curves window will open up using the last curve that you applied. You can then edit the curve or press OK to apply it.
Nore: This does not work when creating a Curves adjustment layer.
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