This is a systematic puzzle creation engine for Turtle Soup, constructing a complete generation system through "8 major mechanism templates × 5 types of narrative structures × routing workflow". From the causal closed loop of soup base first, to misleading design and clue deconstruction, and then to the control of difficulty knob and ethical barriers, it realizes a professional-grade creation process that can generate in batches, interact and co-create, and diagnose and optimize. It is not a patchwork of inspiration, but a structured methodology that can be verified, reviewed, and reliably output high-quality puzzles.