AI-guided PDF structural compression engine using domain-constrained Monte Carlo Tree Search (MCTS). Treats PDF compression as a global optimization problem, executing real recompression pipelines in each rollout and evaluating them with a multi-objective scoring function. Ghostscript-free GS emulation based on pikepdf and Pillow.