Agent Planning Benchmark (APB) is presented in the supplied sources as a diagnostic framework for evaluating planning capabilities in LLM agents. The arXiv record describes 4,209 multimodal cases across 22 domains, with emphasis on tool selection, long-horizon planning, robustness to extraneous or broken tools, and identification of unsolvable tasks. The official GitHub repository is described as containing runnab...