Love you Down no shade as an expression, can be understood from the expression, “throwing shade” which means publicly denouncing an acquaintance or a friend. Hence, no shade means “no offense meant for what I said.” Whilst the phrase “love you down” still showing admiration/empathy to that someone/person.
“Kiara, you could’ve did better on the exam. Love you down no shade.”