diff --git a/src/main/java/top/r3944realms/lib39/core/sync/CachedSyncManager.java b/src/main/java/top/r3944realms/lib39/core/sync/CachedSyncManager.java
new file mode 100644
index 0000000..5a64c1d
--- /dev/null
+++ b/src/main/java/top/r3944realms/lib39/core/sync/CachedSyncManager.java
@@ -0,0 +1,68 @@
+package top.r3944realms.lib39.core.sync;
+
+import java.util.Map;
+import java.util.Set;
+
+@SuppressWarnings("unused")
+public abstract class CachedSyncManager<K, T extends ISyncData<?>> implements ISyncManager<K, T> {
+
+    private volatile Set<T> cachedSet;
+    private volatile int mapSize = -1;
+
+    @Override
+    public Set<T> getSyncSet() {
+        Map<K, T> syncMap = getSyncMap();
+        if (syncMap == null) {
+            throw new IllegalStateException("SyncMap is not initialized");
+        }
+
+        // 检查是否需要更新缓存
+        if (cachedSet == null || mapSize != syncMap.size()) {
+            synchronized (this) {
+                if (cachedSet == null || mapSize != syncMap.size()) {
+                    cachedSet = Set.copyOf(syncMap.values());
+                    mapSize = syncMap.size();
+                }
+            }
+        }
+        return cachedSet;
+    }
+
+    /**
+     * 当Map发生变化时调用此方法清除缓存
+     */
+    protected void invalidateCache() {
+        cachedSet = null;
+        mapSize = -1;
+    }
+
+    @Override
+    public void track(K key, T instance) {
+        Map<K, T> syncMap = getSyncMap();
+        if (syncMap == null) {
+            throw new IllegalStateException("SyncMap is not initialized");
+        }
+        syncMap.put(key, instance);
+        invalidateCache();
+    }
+
+    @Override
+    public void untrack(K key, T instance) {
+        Map<K, T> syncMap = getSyncMap();
+        if (syncMap == null) {
+            throw new IllegalStateException("SyncMap is not initialized");
+        }
+        // 只有当key对应的value确实是instance时才移除，避免误删
+        syncMap.remove(key, instance);
+        invalidateCache();
+    }
+
+    @Override
+    public void clear() {
+        Map<K, T> syncMap = getSyncMap();
+        if (syncMap != null) {
+            syncMap.clear();
+        }
+        invalidateCache();
+    }
+}
\ No newline at end of file
diff --git a/src/main/java/top/r3944realms/lib39/core/sync/ISyncManager.java b/src/main/java/top/r3944realms/lib39/core/sync/ISyncManager.java
index 9ae3085..f0b0a2a 100644
--- a/src/main/java/top/r3944realms/lib39/core/sync/ISyncManager.java
+++ b/src/main/java/top/r3944realms/lib39/core/sync/ISyncManager.java
@@ -4,6 +4,7 @@ import java.util.Map;
 import java.util.Set;
 import java.util.function.Consumer;
 
+@SuppressWarnings("unused")
 public interface ISyncManager<K, T extends ISyncData<?>> {
 
     /**