diff --git a/src/pages/agent-office/components/TokenTab.jsx b/src/pages/agent-office/components/TokenTab.jsx
new file mode 100644
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+++ b/src/pages/agent-office/components/TokenTab.jsx
@@ -0,0 +1,86 @@
+// src/pages/agent-office/components/TokenTab.jsx
+import { useState, useEffect } from 'react';
+import { getAgentTokenUsage } from '../../../api';
+
+export default function TokenTab({ agentId }) {
+  const [usage, setUsage] = useState(null);
+  const [days, setDays] = useState(1);
+
+  useEffect(() => {
+    let cancelled = false;
+    getAgentTokenUsage(agentId, days).then(data => {
+      if (!cancelled) setUsage(data);
+    });
+    return () => { cancelled = true; };
+  }, [agentId, days]);
+
+  if (!usage) return <div className="ao-empty">Loading...</div>;
+
+  const inputTokens = usage.input_tokens || 0;
+  const outputTokens = usage.output_tokens || 0;
+  const cacheRead = usage.cache_read || 0;
+  const cacheWrite = usage.cache_write || 0;
+  const total = inputTokens + outputTokens;
+  const cacheHitRate = inputTokens > 0 ? Math.round((cacheRead / inputTokens) * 100) : 0;
+
+  return (
+    <div className="ao-token-tab">
+      <div className="ao-token-period">
+        {[1, 7, 30].map(d => (
+          <button
+            key={d}
+            className={`ao-btn-period ${days === d ? 'active' : ''}`}
+            onClick={() => setDays(d)}
+          >
+            {d === 1 ? 'Today' : d === 7 ? '7 Days' : '30 Days'}
+          </button>
+        ))}
+      </div>
+
+      <div className="ao-token-grid">
+        <div className="ao-token-card">
+          <div className="ao-token-label">Input Tokens</div>
+          <div className="ao-token-value">{inputTokens.toLocaleString()}</div>
+        </div>
+        <div className="ao-token-card">
+          <div className="ao-token-label">Output Tokens</div>
+          <div className="ao-token-value">{outputTokens.toLocaleString()}</div>
+        </div>
+        <div className="ao-token-card">
+          <div className="ao-token-label">Total</div>
+          <div className="ao-token-value">{total.toLocaleString()}</div>
+        </div>
+        <div className="ao-token-card">
+          <div className="ao-token-label">Cache Hit Rate</div>
+          <div className="ao-token-value">{cacheHitRate}%</div>
+        </div>
+      </div>
+
+      {/* Simple bar chart */}
+      <div className="ao-token-bar">
+        <div className="ao-token-bar-label">Input vs Output</div>
+        <div className="ao-token-bar-track">
+          <div
+            className="ao-token-bar-fill input"
+            style={{ width: total > 0 ? `${(inputTokens / total) * 100}%` : '0%' }}
+          />
+          <div
+            className="ao-token-bar-fill output"
+            style={{ width: total > 0 ? `${(outputTokens / total) * 100}%` : '0%' }}
+          />
+        </div>
+        <div className="ao-token-bar-legend">
+          <span><span className="dot input" />Input</span>
+          <span><span className="dot output" />Output</span>
+        </div>
+      </div>
+
+      {cacheRead > 0 && (
+        <div className="ao-token-detail">
+          <span>Cache Read: {cacheRead.toLocaleString()}</span>
+          <span>Cache Write: {cacheWrite.toLocaleString()}</span>
+        </div>
+      )}
+    </div>
+  );
+}