diff --git a/src/design-system/primitives/Card/Card.module.css b/src/design-system/primitives/Card/Card.module.css
new file mode 100644
index 0000000..aa9085b
--- /dev/null
+++ b/src/design-system/primitives/Card/Card.module.css
@@ -0,0 +1,13 @@
+.card {
+  background: var(--bg-surface);
+  border: 1px solid var(--border);
+  border-radius: var(--radius-md);
+  box-shadow: var(--shadow-card);
+  overflow: hidden;
+}
+
+.accent-amber  { border-top: 3px solid var(--amber); }
+.accent-success { border-top: 3px solid var(--success); }
+.accent-warning { border-top: 3px solid var(--warning); }
+.accent-error   { border-top: 3px solid var(--error); }
+.accent-running { border-top: 3px solid var(--running); }
diff --git a/src/design-system/primitives/Card/Card.tsx b/src/design-system/primitives/Card/Card.tsx
new file mode 100644
index 0000000..e6656d4
--- /dev/null
+++ b/src/design-system/primitives/Card/Card.tsx
@@ -0,0 +1,18 @@
+import styles from './Card.module.css'
+import type { ReactNode } from 'react'
+
+interface CardProps {
+  children: ReactNode
+  accent?: 'amber' | 'success' | 'warning' | 'error' | 'running' | 'none'
+  className?: string
+}
+
+export function Card({ children, accent = 'none', className }: CardProps) {
+  const classes = [
+    styles.card,
+    accent !== 'none' ? styles[`accent-${accent}`] : '',
+    className ?? '',
+  ].filter(Boolean).join(' ')
+
+  return <div className={classes}>{children}</div>
+}
diff --git a/src/design-system/primitives/FilterPill/FilterPill.module.css b/src/design-system/primitives/FilterPill/FilterPill.module.css
new file mode 100644
index 0000000..d588449
--- /dev/null
+++ b/src/design-system/primitives/FilterPill/FilterPill.module.css
@@ -0,0 +1,54 @@
+.pill {
+  display: inline-flex;
+  align-items: center;
+  gap: 5px;
+  padding: 4px 10px;
+  border: 1px solid var(--border);
+  border-radius: 20px;
+  background: var(--bg-raised);
+  color: var(--text-secondary);
+  font-family: var(--font-body);
+  font-size: 11px;
+  font-weight: 500;
+  cursor: pointer;
+  transition: all 0.15s;
+  white-space: nowrap;
+}
+
+.pill:hover {
+  border-color: var(--text-faint);
+  color: var(--text-primary);
+}
+
+.active {
+  background: var(--amber-bg);
+  border-color: var(--amber-light);
+  color: var(--amber-deep);
+  font-weight: 600;
+}
+
+.dot {
+  width: 6px;
+  height: 6px;
+  border-radius: 50%;
+  background: var(--text-faint);
+  flex-shrink: 0;
+}
+
+.label {
+  line-height: 1;
+}
+
+.count {
+  font-family: var(--font-mono);
+  font-size: 10px;
+  font-weight: 600;
+  background: var(--bg-inset);
+  border-radius: 8px;
+  padding: 0 5px;
+  line-height: 1.6;
+}
+
+.active .count {
+  background: var(--amber-light);
+}
diff --git a/src/design-system/primitives/FilterPill/FilterPill.tsx b/src/design-system/primitives/FilterPill/FilterPill.tsx
new file mode 100644
index 0000000..90173f6
--- /dev/null
+++ b/src/design-system/primitives/FilterPill/FilterPill.tsx
@@ -0,0 +1,42 @@
+import styles from './FilterPill.module.css'
+
+interface FilterPillProps {
+  label: string
+  count?: number
+  active?: boolean
+  dot?: boolean
+  dotColor?: string
+  onClick?: () => void
+  className?: string
+}
+
+export function FilterPill({
+  label,
+  count,
+  active = false,
+  dot = false,
+  dotColor,
+  onClick,
+  className,
+}: FilterPillProps) {
+  const classes = [
+    styles.pill,
+    active ? styles.active : '',
+    className ?? '',
+  ].filter(Boolean).join(' ')
+
+  return (
+    <button className={classes} onClick={onClick} type="button">
+      {dot && (
+        <span
+          className={styles.dot}
+          style={dotColor ? { background: dotColor } : undefined}
+        />
+      )}
+      <span className={styles.label}>{label}</span>
+      {count !== undefined && (
+        <span className={styles.count}>{count}</span>
+      )}
+    </button>
+  )
+}
diff --git a/src/design-system/primitives/Sparkline/Sparkline.test.tsx b/src/design-system/primitives/Sparkline/Sparkline.test.tsx
new file mode 100644
index 0000000..a0210db
--- /dev/null
+++ b/src/design-system/primitives/Sparkline/Sparkline.test.tsx
@@ -0,0 +1,16 @@
+import { describe, it, expect } from 'vitest'
+import { render } from '@testing-library/react'
+import { Sparkline } from './Sparkline'
+
+describe('Sparkline', () => {
+  it('renders an SVG with a polyline', () => {
+    const { container } = render(<Sparkline data={[1, 3, 2, 5, 4]} />)
+    expect(container.querySelector('svg')).toBeInTheDocument()
+    expect(container.querySelector('polyline')).toBeInTheDocument()
+  })
+
+  it('returns null for less than 2 data points', () => {
+    const { container } = render(<Sparkline data={[1]} />)
+    expect(container.firstChild).toBeNull()
+  })
+})
diff --git a/src/design-system/primitives/Sparkline/Sparkline.tsx b/src/design-system/primitives/Sparkline/Sparkline.tsx
new file mode 100644
index 0000000..93f06c7
--- /dev/null
+++ b/src/design-system/primitives/Sparkline/Sparkline.tsx
@@ -0,0 +1,51 @@
+interface SparklineProps {
+  data: number[]
+  color?: string
+  width?: number
+  height?: number
+  strokeWidth?: number
+  className?: string
+}
+
+export function Sparkline({
+  data,
+  color = 'var(--amber)',
+  width = 60,
+  height = 20,
+  strokeWidth = 1.5,
+  className,
+}: SparklineProps) {
+  if (data.length < 2) return null
+
+  const max = Math.max(...data)
+  const min = Math.min(...data)
+  const range = max - min || 1
+  const padding = 1
+
+  const points = data
+    .map((val, i) => {
+      const x = (i / (data.length - 1)) * (width - padding * 2) + padding
+      const y = height - padding - ((val - min) / range) * (height - padding * 2)
+      return `${x},${y}`
+    })
+    .join(' ')
+
+  return (
+    <svg
+      width={width}
+      height={height}
+      viewBox={`0 0 ${width} ${height}`}
+      className={className}
+      aria-hidden="true"
+    >
+      <polyline
+        points={points}
+        fill="none"
+        stroke={color}
+        strokeWidth={strokeWidth}
+        strokeLinecap="round"
+        strokeLinejoin="round"
+      />
+    </svg>
+  )
+}
diff --git a/src/design-system/primitives/StatCard/StatCard.module.css b/src/design-system/primitives/StatCard/StatCard.module.css
new file mode 100644
index 0000000..4e4d4fc
--- /dev/null
+++ b/src/design-system/primitives/StatCard/StatCard.module.css
@@ -0,0 +1,62 @@
+.card {
+  background: var(--bg-surface);
+  border: 1px solid var(--border);
+  border-radius: var(--radius-md);
+  box-shadow: var(--shadow-card);
+  padding: 16px 18px;
+  overflow: hidden;
+}
+
+.accent-amber  { border-top: 3px solid var(--amber); }
+.accent-success { border-top: 3px solid var(--success); }
+.accent-warning { border-top: 3px solid var(--warning); }
+.accent-error   { border-top: 3px solid var(--error); }
+.accent-running { border-top: 3px solid var(--running); }
+
+.header {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  margin-bottom: 6px;
+}
+
+.label {
+  font-size: 10px;
+  font-weight: 600;
+  text-transform: uppercase;
+  letter-spacing: 1.2px;
+  color: var(--text-muted);
+}
+
+.sparkline {
+  opacity: 0.7;
+}
+
+.valueRow {
+  display: flex;
+  align-items: baseline;
+  gap: 8px;
+}
+
+.value {
+  font-family: var(--font-mono);
+  font-size: 28px;
+  font-weight: 600;
+  color: var(--text-primary);
+  line-height: 1;
+}
+
+.trend {
+  font-size: 11px;
+  font-weight: 500;
+}
+
+.trend.up    { color: var(--success); }
+.trend.down  { color: var(--error); }
+.trend.neutral { color: var(--text-muted); }
+
+.detail {
+  font-size: 11px;
+  color: var(--text-muted);
+  margin-top: 6px;
+}
diff --git a/src/design-system/primitives/StatCard/StatCard.tsx b/src/design-system/primitives/StatCard/StatCard.tsx
new file mode 100644
index 0000000..ac13196
--- /dev/null
+++ b/src/design-system/primitives/StatCard/StatCard.tsx
@@ -0,0 +1,48 @@
+import styles from './StatCard.module.css'
+import { Sparkline } from '../Sparkline/Sparkline'
+
+interface StatCardProps {
+  label: string
+  value: string | number
+  detail?: string
+  trend?: 'up' | 'down' | 'neutral'
+  trendValue?: string
+  accent?: 'amber' | 'success' | 'warning' | 'error' | 'running'
+  sparkline?: number[]
+  className?: string
+}
+
+const TREND_ICONS = {
+  up: '↑',
+  down: '↓',
+  neutral: '→',
+}
+
+export function StatCard({
+  label,
+  value,
+  detail,
+  trend,
+  trendValue,
+  accent = 'amber',
+  sparkline,
+  className,
+}: StatCardProps) {
+  return (
+    <div className={`${styles.card} ${styles[`accent-${accent}`]} ${className ?? ''}`}>
+      <div className={styles.header}>
+        <span className={styles.label}>{label}</span>
+        {sparkline && <Sparkline data={sparkline} className={styles.sparkline} />}
+      </div>
+      <div className={styles.valueRow}>
+        <span className={styles.value}>{value}</span>
+        {trend && trendValue && (
+          <span className={`${styles.trend} ${styles[trend]}`}>
+            {TREND_ICONS[trend]} {trendValue}
+          </span>
+        )}
+      </div>
+      {detail && <div className={styles.detail}>{detail}</div>}
+    </div>
+  )
+}