Optimize Python Code

Make a measured CPython hot path cheaper without changing observable behavior. Each change applies one reference card to a cost that a profile attributes, is checked by a differential oracle, and is kept only if the metric the card names improves. The cards record preconditions, version gates, and traps, so read the card before applying a construct.

Workflow