Meanwhile, peel shallot, then slice into thin rounds. About 10 minutes before chicken is done, melt 1 TBSP butter in a large pan over medium-high heat. Add broccoli and cook, tossing frequently, until bright green and beginning to turn tender, about 4 minutes. (TIP: Add a splash of water to pan to help broccoli cook.) Season with salt and pepper.