Clue: Runs with crazy idea, using rap sheets principally to identify looters (7)
Answer: RAIDERS
Explanation: Definition: looters
 R(abbrev. for "runs", in cricket scores) **plus**(with) **anagram of**(crazy) IDEA **plus**(using) **1st letters, respectively, of**(… principally) "rap sheets".