Similar to many above, my current favorite is the keystroke [alt]. (Alt and "." keys together) this is the same as $! (Inserts the last argument from the previous command) except that it's immediate and for me easier to type. (Just can't be used in scripts)
eg:
mkdir -p /tmp/test/blah/oops/something
cd [alt].
