Hallmark – Anti-AI-Slop Design Skill for Claude Code, Cursor, and Codex (github.com)

Together AI has launched Hallmark, an innovative design skill for Claude Code, Cursor, and Codex that aims to produce visually distinct outputs while avoiding the pitfalls of AI-generated templates. Hallmark adapts a chosen macrostructure to suit specific briefs, applying one of twenty themes and navigating through fifty-seven slop-test gates to ensure originality. This results in outputs that look and feel unique, diverging from the typical uniformity seen in many AI designs. This development is significant for the AI/ML community as it addresses the common concern of "AI slop"—the tendency for AI-generated content to feel generic or derivative. By employing a protocol that emphasizes customization, Hallmark allows designers to create bespoke solutions that reflect true creative intent. It includes various functionalities such as auditing existing code, redesigning structures while retaining brand identity, and extracting design insights from admired works—all of which promote a higher standard of design integrity in AI applications. With its open-source MIT license, Hallmark encourages further innovation and integration within the AI design ecosystem.