Most agent redesigns are merely superficial, lacking genuine transformation. The "/reimagine-it" contract demands extraction of all nouns, dates, and colors from a source. It then requires the creation of a distinct artifact like a webpage or infographic poster. Crucially, two sources with the same command tokens must not share layout chrome. The primary failure case is when a redesign merely swaps nouns on a gold layout. For instance, a "Jules Ice Cream" output must not resemble a "Texas notebook" layout. The skill must intentionally avoid this superficial similarity. A "Texas notebook" should result in an SVG of the actual Texas flag, not a generic gold-star logo. Similarly, "Jules Ice Cream" should evoke a parlor environment, not a Texas map with scoops. Infographics here mean paper posters with common-scale encodings and lossless tables, not dashboards or resume charts. AntV Infographic is a structural guide, not a template for direct import. The project is accessible via a gallery, GitHub repo, and various plugin/CLI commands. A false output would be a Jules Ice Cream design indistinguishable from Texas gold or one that invents nouns not present in the source.