diff --git a/kernel-d-cache/cache-api/src/main/java/cn/stylefeng/roses/kernel/cache/api/CacheOperatorApi.java b/kernel-d-cache/cache-api/src/main/java/cn/stylefeng/roses/kernel/cache/api/CacheOperatorApi.java
index a4fdcbb4f..9f99d82ec 100644
--- a/kernel-d-cache/cache-api/src/main/java/cn/stylefeng/roses/kernel/cache/api/CacheOperatorApi.java
+++ b/kernel-d-cache/cache-api/src/main/java/cn/stylefeng/roses/kernel/cache/api/CacheOperatorApi.java
@@ -142,10 +142,26 @@ public interface CacheOperatorApi<T> {
      */
     String getCommonKeyPrefix();
 
+    /**
+     * 获取最终的计算前缀
+     * <p>
+     * key的组成方式：租户前缀:业务前缀:业务key
+     *
+     * @author fengshuonan
+     * @date 2022/11/9 10:41
+     */
+    default String getFinalPrefix() {
+        // 获取租户前缀
+        String tenantPrefix = getTenantPrefix();
+
+        // 计算最终前缀
+        return tenantPrefix + CACHE_DELIMITER + getCommonKeyPrefix() + CACHE_DELIMITER;
+    }
+
     /**
      * 计算最终插入缓存的key值
      * <p>
-     * key的组成： 缓存前缀 + keyParam.toUpperCase
+     * key的组成方式：租户前缀:业务前缀:业务key
      *
      * @param keyParam 用户传递的key参数
      * @return 最终插入缓存的key值
@@ -153,6 +169,37 @@ public interface CacheOperatorApi<T> {
      * @date 2021/7/30 21:18
      */
     default String calcKey(String keyParam) {
+        if (StrUtil.isEmpty(keyParam)) {
+            return getFinalPrefix();
+        } else {
+            return getFinalPrefix() + keyParam;
+        }
+    }
+
+    /**
+     * 删除缓存key的前缀，返回用户最原始的key
+     *
+     * @param finalKey 最终存在CacheOperator的key
+     * @return 用户最原始的key
+     * @author fengshuonan
+     * @date 2022/11/9 10:31
+     */
+    default String removePrefix(String finalKey) {
+
+        if (ObjectUtil.isEmpty(finalKey)) {
+            return "";
+        }
+
+        return StrUtil.removePrefix(finalKey, getFinalPrefix());
+    }
+
+    /**
+     * 获取租户前缀
+     *
+     * @author fengshuonan
+     * @date 2022/11/9 10:35
+     */
+    default String getTenantPrefix() {
 
         // 用户的租户前缀
         String tenantPrefix = "";
@@ -170,11 +217,7 @@ public interface CacheOperatorApi<T> {
             tenantPrefix = TenantConstants.MASTER_DATASOURCE_NAME;
         }
 
-        if (StrUtil.isBlank(keyParam)) {
-            return tenantPrefix + CACHE_DELIMITER + getCommonKeyPrefix();
-        } else {
-            return tenantPrefix + CACHE_DELIMITER + getCommonKeyPrefix() + CACHE_DELIMITER + keyParam.toUpperCase();
-        }
+        return tenantPrefix;
     }
 
 }
diff --git a/kernel-d-cache/cache-sdk-memory/src/main/java/cn/stylefeng/roses/kernel/cache/memory/AbstractMemoryCacheOperator.java b/kernel-d-cache/cache-sdk-memory/src/main/java/cn/stylefeng/roses/kernel/cache/memory/AbstractMemoryCacheOperator.java
index b76832c11..bdc864159 100644
--- a/kernel-d-cache/cache-sdk-memory/src/main/java/cn/stylefeng/roses/kernel/cache/memory/AbstractMemoryCacheOperator.java
+++ b/kernel-d-cache/cache-sdk-memory/src/main/java/cn/stylefeng/roses/kernel/cache/memory/AbstractMemoryCacheOperator.java
@@ -28,7 +28,6 @@ import cn.hutool.cache.impl.CacheObj;
 import cn.hutool.cache.impl.TimedCache;
 import cn.hutool.core.collection.CollectionUtil;
 import cn.hutool.core.map.MapUtil;
-import cn.hutool.core.util.StrUtil;
 import cn.stylefeng.roses.kernel.cache.api.CacheOperatorApi;
 
 import java.util.*;
@@ -90,7 +89,7 @@ public abstract class AbstractMemoryCacheOperator<T> implements CacheOperatorApi
         while (cacheObjIterator.hasNext()) {
             // 去掉缓存key的common prefix前缀
             String key = cacheObjIterator.next().getKey();
-            keys.add(StrUtil.removePrefix(key, getCommonKeyPrefix()));
+            keys.add(removePrefix(key));
         }
         return keys;
     }
diff --git a/kernel-d-cache/cache-sdk-redis/src/main/java/cn/stylefeng/roses/kernel/cache/redis/AbstractRedisCacheOperator.java b/kernel-d-cache/cache-sdk-redis/src/main/java/cn/stylefeng/roses/kernel/cache/redis/AbstractRedisCacheOperator.java
index 575462bee..ffaa6c1c5 100644
--- a/kernel-d-cache/cache-sdk-redis/src/main/java/cn/stylefeng/roses/kernel/cache/redis/AbstractRedisCacheOperator.java
+++ b/kernel-d-cache/cache-sdk-redis/src/main/java/cn/stylefeng/roses/kernel/cache/redis/AbstractRedisCacheOperator.java
@@ -26,7 +26,6 @@ package cn.stylefeng.roses.kernel.cache.redis;
 
 import cn.hutool.core.collection.CollectionUtil;
 import cn.hutool.core.map.MapUtil;
-import cn.hutool.core.util.StrUtil;
 import cn.stylefeng.roses.kernel.cache.api.CacheOperatorApi;
 import org.springframework.data.redis.core.RedisTemplate;
 
@@ -83,10 +82,10 @@ public abstract class AbstractRedisCacheOperator<T> implements CacheOperatorApi<
 
     @Override
     public Collection<String> getAllKeys() {
-        Set<String> keys = redisTemplate.keys(getCommonKeyPrefix() + "*");
+        Set<String> keys = redisTemplate.keys(getFinalPrefix() + "*");
         if (keys != null) {
             // 去掉缓存key的common prefix前缀
-            return keys.stream().map(key -> StrUtil.removePrefix(key, getCommonKeyPrefix())).collect(Collectors.toSet());
+            return keys.stream().map(this::removePrefix).collect(Collectors.toSet());
         } else {
             return CollectionUtil.newHashSet();
         }