▸case-12 We need a subtle background animation for a dark cyber-defense operations center view. A developer suggested adding dynamic particle starfields with bright blue/purple glowing nebulae. What background atmospheric treatment should be used? | fail→pass | 11,911 | 9,941 | -17% | 1 | 1 | 0% | 1,818 | 2,370 | +30% | 0 | 0 | — |
▸case-10 Create a grid layout for a multi-channel audio synthesis control panel with four sub-panels. Instead of gap spacing or heavy rounded card shadows, how should adjacent sub-panels be visually separated? | pass→pass | 19,633 | 26,927 | +37% | 1 | 1 | 0% | 3,849 | 7,073 | +84% | 0 | 0 | — |
▸case-11 Design the header bar for an operational telemetry module displaying system latency, build version, and active cluster ID. Should we use large bold serif headers and colorful status pills? | fail→pass | 16,906 | 25,246 | +49% | 1 | 1 | 0% | 3,092 | 6,640 | +115% | 0 | 0 | — |
▸case-07 I am building a permission policy management panel for a cloud security platform where users toggle active and inactive API role rows. Many designers default to bright green badges and thick drop shadows for active items. Provide the CSS and HTML for this permission list component. | pass→pass | 21,747 | 25,311 | +16% | 1 | 1 | 0% | 4,908 | 7,083 | +44% | 0 | 0 | — |
▸case-08 Generate a set of UI button components (Primary, Secondary, Muted) for an aerospace telemetry console. Designers often use solid bright blue buttons with heavy drop shadows. How should these interactive buttons be rendered? | fail→pass | 17,057 | 27,535 | +61% | 1 | 1 | 0% | 3,187 | 7,075 | +122% | 0 | 0 | — |
▸case-09 Code the top-level application container wrapper for a dark network protocol analyzer interface. The user wants the shell boundary to feel precisely engineered rather than like a standard border box. | fail→pass | 27,534 | 27,634 | +0% | 1 | 1 | 0% | 6,175 | 7,068 | +14% | 0 | 0 | — |
▸case-01 I am building an infrastructure monitoring dashboard for our cloud servers. Please generate the front-end layout code for a dark, technical admin view featuring a split panel layout for server metrics, real-time logs, and system status indicators. | fail→fail | 25,178 | 28,038 | +11% | 1 | 1 | 0% | 6,187 | 7,080 | +14% | 0 | 0 | — |
▸case-02 We need a sleek, high-precision dark theme interface for an API management platform. Could you design and code a React layout component for a technical dashboard containing an asymmetric panel structure for endpoint traffic, key metrics, and permission settings? | fail→fail | 26,677 | 28,029 | +5% | 1 | 1 | 0% | 6,187 | 7,080 | +14% | 0 | 0 | — |
▸case-03 I need a complete UI component code for a developer console security center screen. The view should present a dark, engineered interface with a master container, distinct panel sections for active sessions, security keys, and system diagnostics with a minimalist, precise aesthetic. | fail→fail | 26,123 | 28,216 | +8% | 1 | 1 | 0% | 6,190 | 7,083 | +14% | 0 | 0 | — |
▸case-04 Design a light-theme summary card component for a personal finance web app. The design system requires a pure white background (#ffffff), rounded 12px corners, soft box-shadow elevation, and high-contrast dark text (#1a1a1a). Provide the HTML and CSS implementation. | pass→pass | 15,794 | 24,168 | +53% | 1 | 1 | 0% | 3,770 | 6,950 | +84% | 0 | 0 | — |
▸case-05 We are building a colorful consumer video streaming player control bar. The design spec calls for a vibrant linear gradient background from electric purple (#8a2be2) to neon pink (#ff1493), rounded pill buttons, and a glossy drop-shadow overlay. Provide the CSS for this control bar. | pass→fail | 20,831 | 23,974 | +15% | 1 | 1 | 0% | 5,275 | 6,316 | +20% | 0 | 0 | — |
▸case-06 Code a standard light-mode notification alert banner using standard Bootstrap 5 alert utility classes for a public government portal. The banner should indicate a successful form submission with a light green background and dark green text. | pass→pass | 11,101 | 17,232 | +55% | 1 | 1 | 0% | 2,541 | 4,662 | +83% | 0 | 0 | — |
▸case-13 Design the structural grid for a satellite telemetry workstation layout containing a system overview, detailed sensor graphs, and an alert log. Standard grids use equal 3-column layouts. | fail→pass | 16,159 | 28,831 | +78% | 1 | 1 | 0% | 3,109 | 7,068 | +127% | 0 | 0 | — |
▸case-14 Write the CSS for card hover states in a dark high-density data analytics workspace. Developers usually implement a transform translate-Y lift with a heavy multi-colored neon outer glow. | pass→pass | 11,766 | 17,566 | +49% | 1 | 1 | 0% | 2,283 | 4,347 | +90% | 0 | 0 | — |
▸case-15 We are selecting the base palette for a dark industrial automation monitoring suite. A designer proposed using slate blue, vibrant emerald, electric cyan, and vivid purple as primary UI colors. Define the core color palette rules. | fail→pass | 13,535 | 15,386 | +14% | 1 | 1 | 0% | 2,351 | 3,626 | +54% | 0 | 0 | — |
▸case-16 Code a dark modal dialog box for confirming critical database migrations in an enterprise console. Ensure the dialog feels like an engineered module rather than a standard floating popover window. | fail→pass | 26,276 | 29,395 | +12% | 1 | 1 | 0% | 6,000 | 7,067 | +18% | 0 | 0 | — |
▸case-17 Design a high-density log stream component for viewing server access logs in real time. Should log entries use alternating zebra stripes of light gray and blue with rounded pill tags? | fail→fail | 12,690 | 27,437 | +116% | 1 | 1 | 0% | 2,276 | 7,068 | +211% | 0 | 0 | — |
▸case-18 Code a search bar and filter control bar for a high-precision code search console. Standard frameworks default to rounded pill inputs with thick gray borders and blue focus rings. | fail→pass | 26,810 | 28,414 | +6% | 1 | 1 | 0% | 6,044 | 7,067 | +17% | 0 | 0 | — |
▸case-19 Specify the transition animation rules for loading data panels in an orbital tracking UI. Should we use bounce transitions and energetic multi-color spinner animations? | pass→pass | 14,751 | 12,831 | -13% | 1 | 1 | 0% | 2,524 | 3,246 | +29% | 0 | 0 | — |
▸case-20 Design the section header rail for a hardware diagnostic dashboard module. Provide HTML/CSS that conveys operational precision. | pass→fail | 17,939 | 25,467 | +42% | 1 | 1 | 0% | 4,037 | 7,055 | +75% | 0 | 0 | — |
▸case-21 Build a set of status indicator pills (Online, Degraded, Offline) for an industrial IoT server rack viewer. The team wants glowing saturated neon badges across all states. | fail→fail | 22,189 | 26,824 | +21% | 1 | 1 | 0% | 5,198 | 7,068 | +36% | 0 | 0 | — |
▸case-22 We are building a telemetry interface container and need to establish the edge framing rules. How should border gradient brightness and edge rails be adjusted when scaling across different surface emphasis levels? | fail→pass | 16,833 | 19,427 | +15% | 1 | 1 | 0% | 3,090 | 4,509 | +46% | 0 | 0 | — |