Skywork R1V is an innovative open-source AI tool designed to merge vision and language capabilities seamlessly. Developed by Skywork AI, it empowers users to create advanced multimodal AI agents capable of understanding both visual inputs and textual commands. This platform excels in tasks such as visual grounding, visual question answering, and robotic navigation, making it ideal for AI researchers, robotics engineers, and developers. Key features include a unified architecture that integrates large language models like Skywork-13B with pretrained vision encoders, facilitating real-time visual recognition and environment-aware reasoning. Its modular framework encourages adaptability, allowing users to customize their AI agents for unique applications. Although Skywork R1V is free to use under the MIT License, it does require technical expertise for setup, making it more suitable for experienced developers. While it shines in academic and research settings, users seeking a more user-friendly interface or commercial deployment might explore alternatives. Overall, Skywork R1V stands out in the realm of vision-language integration, but considering other options may reveal tools better suited to different needs.