Writing English prompts for Claude often requires thinking in Python structures. This cognitive layer allows users to shape program logic without writing explicit code. The process mirrors how C++ developers visualize machine code. For practitioners, this suggests that traditional programming mental models remain essential even when using natural language interfaces.