This week's open-source project roundup features refined-github, a browser plugin designed to optimize the GitHub user experience. Developed by a community-driven initiative, this plugin offers a unified token management platform to prevent the leakage of sensitive information such as tokens and keys. Additionally, it provides a user-friendly federated learning framework called Flower, ideal for beginners and easy to use right out of the box.