Programs

AI Agent Design: From LLM Programming to Research Automation (Micro-credit Course)

This micro-credit course is designed for graduate students interested in developing AI Agents using Large Language Models (LLMs). It focuses on applying these skills to scientific research scenarios. The course covers foundational concepts of the OpenClaw framework, LLM programming with advanced techniques like Context Engineering, the design of AI Agents and Harness Engineering, and the integration of reusable Skill modules for automating research workflows. Students will begin by exploring the OpenClaw development framework and the AI Agent ecosystem. They will then delve into LLM programming, mastering techniques such as Prompt Engineering and Retrieval-Augmented Generation (RAG). The curriculum progresses to Agent architecture design and Harness Engineering, enabling students to build intelligent agents capable of tool usage and multi-step reasoning. Finally, the course will teach students how to design reusable Skill modules to automate research processes. This program emphasizes hands-on application and research relevance, with practical coding outputs expected in each session. While a basic understanding of programming or experience with AI-assisted coding is beneficial, the course is structured for gradual learning, making it accessible to graduate students from diverse backgrounds.