dashboard-design – Design & UI skill for AI agents

Dashboard Design

> "Data at a glance. Organized, scannable, and highly functional."

When to Use

Use this sub-style when the user's request matches the aesthetic described above. This is a child reference of the design-it skill and is not meant to be triggered directly.

Core Principles

1. Modular Grid: The screen is broken down into functional "widgets" or cards. Usually a sidebar on the left and a top nav.

2. Data Hierarchy: The most important numbers (KPIs) are large and usually at the top. Charts take up the middle, and lists/tables are at the bottom.

3. Muted Backgrounds: A soft grey or off-white background so the white data cards stand out clearly.

Visual DNA

• Colors: Minimalist Slate or Earth-Grounded Elegance. Avoid too many colors. Pair trend color with text, signs or icons. Define whether a rise or fall is favorable for each metric; lower churn may be favorable.
• Typography: Clean, tabular sans-serifs (Inter, Roboto Mono for numbers).
• Styling: Very subtle shadows or 1px borders to separate cards.

Web Implementation

• Use CSS Grid for the macro layout (Sidebar, Header, Main).
• CSS Example:

body {
  background-color: #F8F9FA;
  color: #212529;
  font-family: 'Inter', sans-serif;
  margin: 0;
}

.dashboard-layout {
  display: grid;
  grid-template-columns: 250px 1fr;
  grid-template-rows: 70px 1fr;
  height: 100vh;
}

.sidebar {
  grid-row: 1 / 3;
  background-color: #ffffff;
  border-right: 1px solid #e9ecef;
  padding: 20px;
}

.header {
  background-color: #ffffff;
  border-bottom: 1px solid #e9ecef;
  padding: 0 30px;
  display: flex;
  align-items: center;
}

.main-content {
  padding: 30px;
  display: grid;
  grid-template-columns: repeat(4, 1fr);
  gap: 20px;
  overflow-y: auto;
}

/* KPI Card */
.kpi-card {
  background: #fff;
  border-radius: 8px;
  padding: 24px;
  border: 1px solid #e9ecef;
  box-shadow: 0 2px 4px rgba(0,0,0,0.02);
}

.kpi-title { font-size: 0.9rem; color: #6c757d; }
.kpi-value { font-size: 2rem; font-weight: 700; margin-top: 8px; }
.kpi-trend.positive { color: #28a745; }

App Implementation

SwiftUI

struct DashboardView: View {
    // For iPad/Mac, NavigationSplitView is ideal.
    // For iPhone, we use a scrolling VGrid.
    let columns = [
        GridItem(.adaptive(minimum: 150), spacing: 16)
    ]
    
    var body: some View {
        NavigationView {
            ScrollView {
                LazyVGrid(columns: columns, spacing: 16) {
                    KPICard(title: "Revenue", value: "$45,231", trend: "+12.5%", isPositive: true)
                    KPICard(title: "Active Users", value: "2,405", trend: "+4.1%", isPositive: true)
                    KPICard(title: "Churn Rate", value: "1.2%", trend: "-0.4%", isPositive: true)
                    KPICard(title: "Avg. Session", value: "4m 12s", trend: "+0.1%", isPositive: true)
                }
                .padding()
                
                // Placeholder for Chart
                RoundedRectangle(cornerRadius: 12)
                    .fill(Color.white)
                    .frame(height: 250)
                    .overlay(Text("Chart Area").foregroundColor(.gray))
                    .padding(.horizontal)
            }
            .background(Color(UIColor.systemGroupedBackground))
            .navigationTitle("Overview")
        }
    }
}

struct KPICard: View {
    let title: String
    let value: String
    let trend: String
    let isPositive: Bool
    
    var body: some View {
        VStack(alignment: .leading, spacing: 8) {
            Text(title).font(.subheadline).foregroundColor(.secondary)
            Text(value).font(.title2).fontWeight(.bold)
            Text(trend)
                .font(.caption)
                .fontWeight(.semibold)
                .foregroundColor(isPositive ? .green : .red)
        }
        .padding()
        .frame(maxWidth: .infinity, alignment: .leading)
        .background(Color.white)
        .cornerRadius(12)
        .shadow(color: Color.black.opacity(0.02), radius: 4, y: 2)
    }
}

• Dashboards require .adaptive grids. LazyVGrid handles rearranging 4 cards in a row on iPad down to 2 cards on iPhone automatically.
• Use Color(UIColor.systemGroupedBackground) to provide that subtle off-white contrast against stark white cards.

Flutter

class DashboardScreen extends StatelessWidget {
  @override
  Widget build(BuildContext context) {
    return Scaffold(
      backgroundColor: const Color(0xFFF8F9FA),
      appBar: AppBar(
        title: const Text('Overview', style: TextStyle(color: Colors.black)),
        backgroundColor: Colors.white,
        elevation: 1,
      ),
      // On tablets, use a Row with NavigationRail. On mobile, use Drawer.
      drawer: const Drawer(), 
      body: CustomScrollView(
        slivers: [
          SliverPadding(
            padding: const EdgeInsets.all(16),
            sliver: SliverGrid.extent(
              maxCrossAxisExtent: 200, // Adapts layout based on width
              mainAxisSpacing: 16,
              crossAxisSpacing: 16,
              childAspectRatio: 1.5,
              children: [
                _buildKPI('Revenue', '\$45,231', '+12.5%', true),
                _buildKPI('Active Users', '2,405', '+4.1%', true),
                _buildKPI('Churn Rate', '1.2%', '-0.4%', true),
                _buildKPI('Avg. Session', '4m 12s', '+0.1%', true),
              ],
            ),
          ),
          SliverPadding(
            padding: const EdgeInsets.symmetric(horizontal: 16),
            sliver: SliverToBoxAdapter(
              child: Container(
                height: 250,
                decoration: BoxDecoration(color: Colors.white, borderRadius: BorderRadius.circular(12)),
                child: const Center(child: Text('Chart Area', style: TextStyle(color: Colors.grey))),
              ),
            ),
          ),
        ],
      ),
    );
  }

  Widget _buildKPI(String title, String value, String trend, bool isPositive) {
    return Container(
      padding: const EdgeInsets.all(16),
      decoration: BoxDecoration(
        color: Colors.white,
        borderRadius: BorderRadius.circular(12),
        border: Border.all(color: Colors.grey[200]!),
      ),
      child: Column(
        crossAxisAlignment: CrossAxisAlignment.start,
        mainAxisAlignment: MainAxisAlignment.center,
        children: [
          Text(title, style: const TextStyle(color: Colors.grey, fontSize: 14)),
          const SizedBox(height: 8),
          Text(value, style: const TextStyle(fontSize: 24, fontWeight: FontWeight.bold)),
          Text(trend, style: TextStyle(color: isPositive ? Colors.green : Colors.red, fontWeight: FontWeight.w600)),
        ],
      ),
    );
  }
}

• SliverGrid.extent adapts column count, but fixed aspect ratios can clip long labels or enlarged text. Test width and text scale and choose content-based heights where needed.
• fl_chart is one chart option; assess accessibility, maintenance and the required chart types.

React Native

const DashboardScreen = () => {
  return (
    <ScrollView style={{ flex: 1, backgroundColor: '#F8F9FA' }}>
      <View style={{ padding: 16, flexDirection: 'row', flexWrap: 'wrap', gap: 16 }}>
        <KPICard title="Revenue" value="$45,231" trend="+12.5%" isPositive={true} />
        <KPICard title="Users" value="2,405" trend="+4.1%" isPositive={true} />
        <KPICard title="Churn" value="1.2%" trend="-0.4%" isPositive={true} />
        <KPICard title="Session" value="4m 12s" trend="+0.1%" isPositive={true} />
      </View>
      
      <View style={{ paddingHorizontal: 16, paddingBottom: 32 }}>
        <View style={{ height: 250, backgroundColor: '#FFF', borderRadius: 12, justifyContent: 'center', alignItems: 'center' }}>
          <Text style={{ color: '#999' }}>Chart Area</Text>
        </View>
      </View>
    </ScrollView>
  );
};

const KPICard = ({ title, value, trend, isPositive }) => (
  <View style={{
    backgroundColor: '#FFF',
    padding: 16,
    borderRadius: 8,
    borderWidth: 1,
    borderColor: '#E9ECEF',
    flexBasis: '47%', // roughly half width minus gap
    minWidth: 150
  }}>
    <Text style={{ color: '#6C757D', fontSize: 14, marginBottom: 4 }}>{title}</Text>
    <Text style={{ fontSize: 22, fontWeight: '700', marginBottom: 4 }}>{value}</Text>
    <Text style={{ color: isPositive ? '#28A745' : '#DC3545', fontWeight: '600', fontSize: 12 }}>{trend}</Text>
  </View>
);

• To make responsive flex grids in React Native, use flexDirection: 'row', flexWrap: 'wrap', and set the children to flexBasis: '47%'.
• For heavy data visualization, look into victory-native or @shopify/react-native-skia.

Jetpack Compose

@Composable
fun DashboardScreen() {
    Column(
        modifier = Modifier
            .fillMaxSize()
            .background(Color(0xFFF8F9FA))
            .verticalScroll(rememberScrollState())
    ) {
        // To

… (full content is in the download package)