PromptCLUE is a Chinese open-source model designed to unify understanding and generation tasks under a single framework and task format. It supports dozens of task types including classification, sentiment analysis, entity extraction, rewriting, correction, and question answering. The model leverages prompt-tuning techniques and demonstrates strong zero-shot and few-shot learning capabilities, allowing customization of label systems for understanding tasks and free-text generation for creative tasks.