Shipkit is a framework that helps automate continuous delivery of open source software projects. It allows developers to easily manage releases by automatically bumping versions, generating release notes, creating tags, and publishing releases when code is merged to master. Shipkit integrates with Travis CI to run release tasks like tests and publication. It aims to reduce the manual work of releases so developers can focus on coding.