A framework called Skill Dreaming can now learn from a repository's pull request history to build and continuously refine a library of repository-specific skills, enabling coding agents to implement features while maintaining associated tests, documentation, and conventions. This capability allows LLMs to adapt to changing repository requirements and implementation patterns, improving their ability to perform complex software engineering tasks. It enables more accurate and maintainable code generation.