The article discusses how software development generates a lot of data that can be managed to improve future projects. Code smells are signs that code needs to be cleaned up, and software metrics help identify them. Refactoring methods are used to fix code smells, and there are tools available to detect them. A repository organizes knowledge about code smells. The study in the article extracts useful knowledge about code smells.