Uncodixfy provides markdown rules and an agent skill to stop GPT from falling back on overused design anti-patterns like floating cards, gradient-heavy dashboards, and decorative elements. The file blocks these habits by instructing the model on what NOT to do when generating UI. It integrates as a skill for AI coding agents, allowing developers to invoke it with /uncodixfy in supported environments like Codex and Claude Code.