We introduce a novel methodology for designing auxetic (negative Poisson’s Ratio) structures based on topological principles and demonstrate it by investigating a new class of auxetics based on two‐dimensional (2D) textile weave patterns. Conventional methodology for designing auxetic materials typically involves determining a single deformable block (a unit cell) of material whose shape results in auxetic behavior. Consequently, patterning such a unit cell in a 2D (or 3D) domain results in a larger structure that exhibits overall auxetic behavior. Such an approach naturally relies on some prior intuition and experience regarding which unit cells may be auxetic. Secondly, tuning the properties of the resulting structures is typically limited to parametric variations of the geometry of a specific type of unit cell. Thus, most of the currently known auxetic structures belong to a select few classes of unit cell geometries that are explicitly defined in accordance with a specified topological (i.e., grid structure). In this work, we demonstrate a new class of auxetic structures that, while periodic, can be generated implicitly, i.e., without reference to a specific unit cell design. The approach leverages weave‐based topological parameters (A−B−C), which results in a rich design space for auxetics that was previously unexplored.This article is protected by copyright. All rights reserved.