Descriptive commit messages are detailed notes that accompany a change or update in a version control system. They provide context and clarity to the changes made, which can be crucial for collaborative projects, especially in cancer research. Effective commit messages help teams understand the purpose of changes, track progress, and maintain a coherent record of modifications over time.