The *Wu ze you xing tu 物則有形圖 silk manuscript was discovered inside a lacquer case in Mawangdui Tomb 3. This little-known manuscript of unusual design contains a philosophical text on the relationships between things (wu 物), forms (xing 形), names (ming 名), and speech (yan 言), and the text is arranged on the surface of the silk in the form of a densely clustered spiral within a ring inside a square. The writing on the manuscript is also accompanied by colors and shapes that represent a domed Heaven (tian 天) above a square Earth (di 地). Since it was first catalogued in 2004, just a few studies of the *Wu ze you xing tu have been published in Chinese, and the manuscript is almost entirely absent from Western scholarship. This article aims to remedy this situation by providing a detailed description of the manuscript, transcriptions and translations of its contents, a consideration of its philosophical context, and an analysis of its design. In the process, I show that this silk document functioned not just as a convenient surface or carrier for an important philosophical text, but as a material artifact in its own right, one that was designed to have a powerful impact on its viewers, readers, and users, forcing them to move their eyes and bodies in ways that reinforced its central philosophical message.