diff --git a/.jules/bolt.md b/.jules/bolt.md
new file mode 100644
index 0000000..bb54e95
--- /dev/null
+++ b/.jules/bolt.md
@@ -0,0 +1,3 @@
+## 2026-05-11 - [IconifyIcon O(N) Lookup Optimization]
+**Learning:** The custom `IconifyIcon` component uses an O(N) iteration over multiple large `@iconify-json` static icon sets to support offline prefix-less icon lookups. This lookup runs on every render, which is a significant bottleneck given the component is used hundreds of times across the application.
+**Action:** Implement a simple memoization cache (e.g. `Map`) for `iconData` results to prevent redundant O(N) JSON tree iterations and `getIconData` calls during React re-renders.
diff --git a/client/src/components/base/IconifyIcon.tsx b/client/src/components/base/IconifyIcon.tsx
index b48f0dc..04e3c06 100644
--- a/client/src/components/base/IconifyIcon.tsx
+++ b/client/src/components/base/IconifyIcon.tsx
@@ -33,18 +33,35 @@ const iconSets: Record<string, IconifyJSON> = {
   "mdi-light": mdiLightIcons,
 };
 
+const iconDataCache = new Map<string, any>();
+
 const iconData = (icon: string) => {
+  if (iconDataCache.has(icon)) {
+    return iconDataCache.get(icon);
+  }
+
   const [prefix, name] = icon.includes(":") ? icon.split(":") : ["", icon];
 
+  let result;
   if (prefix && iconSets[prefix]) {
     const data = getIconData(iconSets[prefix], name);
-    if (data) return data;
+    if (data) {
+      result = data;
+    }
   }
 
-  for (const [_, icons] of Object.entries(iconSets)) {
-    const data = getIconData(icons, name);
-    if (data) return data;
+  if (!result) {
+    for (const [_, icons] of Object.entries(iconSets)) {
+      const data = getIconData(icons, name);
+      if (data) {
+        result = data;
+        break;
+      }
+    }
   }
+
+  iconDataCache.set(icon, result);
+  return result;
 };
 
 const IconifyIcon = ({