"Intention Before the Brush" (yi zai bi xian) is crucial in Xieyi painting, emphasizing that the artist's vision, emotional state, and purpose should guide their brushstrokes, requiring thoughtful preparation and planning while valuing spontaneity, imbuing the artwork with inner spirit and emotional truth.