string manipulation
Implement a function that applies a set of character-level transformation rules to an input string and returns the transformed string. The exact rule set is intentionally left open-ended, so the candidate should first clarify assumptions, then choose an efficient approach for scanning and rebuilding the string.
manipulate_string(s)
def manipulate_string(s):