AutoPrompt is a framework specifically designed to optimize prompts by constructing datasets of challenging edge cases, addressing issues of sensitivity and ambiguity in prompts. It can automatically generate customized prompts based on user intent, enhancing the efficiency and accuracy of task execution, and reducing the burden on users. It is suitable for a variety of tasks and scenarios, providing users with customized prompts.