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This skill acts as a comprehensive diagnostic and preventative tool for Python developers, focusing on the common 'gotchas' that often lead to difficult-to-trace bugs. It covers critical areas including mutable default arguments, list and dictionary mutation during iteration, the distinction between identity and equality, and complex variable scoping rules (LEGB). By providing clear problem explanations alongside standardized code fixes, it helps developers write more predictable, bug-free Python code while serving as an educational resource for best practices.