"Heavilly" is a common misspelling of the word "heavily". To avoid this mistake, one can remember to focus on the correct spelling of the word, which has only one "l" after the letter "v". Alternatively, using spell-checkers or proofreading can help identify and correct misspelled words like "heavilly".