AI prompt words

SuperPrompt is an open source project that aims to help us better understand artificial intelligence agents through carefully designed prompts. The project consists of multiple phases and is still in perpetual beta. It is not only suitable for large language models like Claude, but also for other similar models. Projects are created on mobile devices and are expected to be continuously improved. SuperPrompt aims to explore and expand the cognitive boundaries of AI and promote the development of AI technology through a series of complex logical and mathematical structures.

Ape is an open source AI prompt engineer developed by Weavel, aiming to improve efficiency by optimizing AI interaction methods. It is a prompt engineering library specially designed for AI, supporting customized and automated AI interaction processes, helping developers and users utilize AI technology more efficiently. Ape's core advantages lie in its open source, flexibility and ease of use, making it suitable for scenarios that require complex interaction with AI.

AutoPrompt is a framework for prompt optimization that aims to automatically generate high-quality, detailed prompts that adapt to user intent through an intent calibration process. The framework reduces the workload of manual hint engineering and effectively addresses the issues of hint sensitivity and inherent hint ambiguity by iteratively building challenging edge case datasets and optimizing hints accordingly.