AI Prompts for Github can help automate code generation by suggesting relevant code snippets, completing repetitive code segments, offering alternative implementations, and providing real-time feedback on coding practices. These prompts leverage machine learning algorithms to analyze your codebase, understand your programming patterns, and offer intelligent suggestions to streamline your development workflow. They can assist in reducing coding errors, improving code quality, saving time on manual coding tasks, and enhancing overall productivity in software development.