diff --git a/apps/site/docs/en/api.mdx b/apps/site/docs/en/api.mdx
index 3a5391b2de..3832badd9f 100644
--- a/apps/site/docs/en/api.mdx
+++ b/apps/site/docs/en/api.mdx
@@ -18,7 +18,12 @@ All agents share these base options:
 - `generateReport: boolean`: If true, a report file will be generated. (Default: true)
 - `reportFileName: string`: The name of the report file. (Default: generated by midscene)
 - `autoPrintReportMsg: boolean`: If true, report messages will be printed. (Default: true)
-- `cacheId: string | undefined`: If provided, this cacheId will be used to save or match the cache. (Default: undefined, means cache feature is disabled)
+- `cache?: false | { id: string; strategy?: 'read-only' | 'read-write' | 'write-only'; dir?: string }`:
+  - `false`: disable cache completely.
+  - `id`: required cache ID.
+  - `strategy`: optional cache strategy. Default is `'read-write'`.
+  - `dir`: optional cache directory path. When set, cache files are written to this directory instead of `<MIDSCENE_RUN_DIR>/cache`. This lets you split cache and logs/report directories.
+- `cacheId: string | undefined` (deprecated): legacy cache ID for backward compatibility. Prefer `cache.id`.
 - `aiActContext: string`: Some background knowledge that should be sent to the AI model when calling `agent.aiAct()`, like 'close the cookie consent dialog first if it exists' (Default: undefined). Previously exposed as `aiActionContext`; the legacy name is still accepted for backward compatibility.
 - `replanningCycleLimit: number`: The maximum number of `aiAct` replanning cycles. Default is 20 (40 for UI-TARS models). Prefer setting this via the agent option; reading `MIDSCENE_REPLANNING_CYCLE_LIMIT` is only for backward compatibility.
 - `waitAfterAction: number`: Wait time in milliseconds after each action execution. This allows the UI to settle and stabilize before the next action. Default is 300ms.
diff --git a/apps/site/docs/zh/api.mdx b/apps/site/docs/zh/api.mdx
index 45c88734af..c2c463ec1f 100644
--- a/apps/site/docs/zh/api.mdx
+++ b/apps/site/docs/zh/api.mdx
@@ -20,7 +20,12 @@ Midscene 针对每个不同环境都有对应的 Agent。每个 Agent 的构造
 - `generateReport: boolean`: 如果为 true，则生成报告文件。默认值为 true。
 - `reportFileName: string`: 报告文件的名称，默认值由 midscene 内部生成。
 - `autoPrintReportMsg: boolean`: 如果为 true，则打印报告消息。默认值为 true。
-- `cacheId: string | undefined`: 如果配置，则使用此 cacheId 保存或匹配缓存。默认值为 undefined，也就是不启用缓存。
+- `cache?: false | { id: string; strategy?: 'read-only' | 'read-write' | 'write-only'; dir?: string }`：
+  - `false`：完全禁用缓存。
+  - `id`：必填的缓存 ID。
+  - `strategy`：可选缓存策略。默认值为 `'read-write'`。
+  - `dir`：可选缓存目录路径。配置后，缓存文件会写入该目录，而不是 `<MIDSCENE_RUN_DIR>/cache`。这样可以把 cache 与 logs/report 目录拆开。
+- `cacheId: string | undefined`（已废弃）：仅用于向后兼容。推荐使用 `cache.id`。
 - `aiActContext: string`: 调用 `agent.aiAct()` 时，发送给 AI 模型的背景知识，比如 "有 cookie 对话框时先关闭它"，默认值为空。此前名为 `aiActionContext`，旧名称仍然兼容。
 - `replanningCycleLimit: number`: `aiAct` 的最大重规划次数。默认值为 20（UI-TARS 模型默认 40）。推荐通过 agent 入参设置；`MIDSCENE_REPLANNING_CYCLE_LIMIT` 环境变量仅作兼容读取。
 - `waitAfterAction: number`: 每次动作执行后的等待时间（毫秒）。这让 UI 有时间稳定，然后再执行下一个动作。默认值为 300 毫秒。
diff --git a/packages/core/src/agent/agent.ts b/packages/core/src/agent/agent.ts
index 5e88252d75..b37ea7fc89 100644
--- a/packages/core/src/agent/agent.ts
+++ b/packages/core/src/agent/agent.ts
@@ -314,6 +314,7 @@ export class Agent<
         {
           readOnly: cacheConfigObj.readOnly,
           writeOnly: cacheConfigObj.writeOnly,
+          cacheDirectory: cacheConfigObj.directory,
         },
       );
     }
@@ -1464,6 +1465,7 @@ export class Agent<
     enabled: boolean;
     readOnly: boolean;
     writeOnly: boolean;
+    directory?: string;
   } | null {
     // Validate original cache config before processing
     // Agent requires explicit IDs - don't allow auto-generation
@@ -1487,6 +1489,19 @@ export class Agent<
       );
     }
 
+    if (
+      opts.cache &&
+      typeof opts.cache === 'object' &&
+      opts.cache !== null &&
+      opts.cache.dir !== undefined &&
+      (typeof opts.cache.dir !== 'string' || !opts.cache.dir.trim())
+    ) {
+      throw new Error(
+        'cache.dir must be a non-empty string when provided.\n' +
+          'Example: cache: { id: "my-cache-id", dir: "./my-cache-dir" }',
+      );
+    }
+
     // Use the unified utils function to process cache configuration
     const cacheConfig = processCacheConfig(
       opts.cache,
@@ -1527,6 +1542,7 @@ export class Agent<
         enabled: !isWriteOnly,
         readOnly: isReadOnly,
         writeOnly: isWriteOnly,
+        directory: cacheConfig.dir,
       };
     }
 
diff --git a/packages/core/src/agent/task-cache.ts b/packages/core/src/agent/task-cache.ts
index c0d8e48c44..6910710662 100644
--- a/packages/core/src/agent/task-cache.ts
+++ b/packages/core/src/agent/task-cache.ts
@@ -70,7 +70,11 @@ export class TaskCache {
     cacheId: string,
     isCacheResultUsed: boolean,
     cacheFilePath?: string,
-    options: { readOnly?: boolean; writeOnly?: boolean } = {},
+    options: {
+      readOnly?: boolean;
+      writeOnly?: boolean;
+      cacheDirectory?: string;
+    } = {},
   ) {
     assert(cacheId, 'cacheId is required');
     let safeCacheId = replaceIllegalPathCharsAndSpace(cacheId);
@@ -89,7 +93,10 @@ export class TaskCache {
       ifInBrowser || ifInWorker
         ? undefined
         : cacheFilePath ||
-          join(getMidsceneRunSubDir('cache'), `${this.cacheId}${cacheFileExt}`);
+          join(
+            options.cacheDirectory || getMidsceneRunSubDir('cache'),
+            `${this.cacheId}${cacheFileExt}`,
+          );
     const readOnlyMode = Boolean(options?.readOnly);
     const writeOnlyMode = Boolean(options?.writeOnly);
 
diff --git a/packages/core/src/types.ts b/packages/core/src/types.ts
index be25cb646e..c087ef32b3 100644
--- a/packages/core/src/types.ts
+++ b/packages/core/src/types.ts
@@ -1065,6 +1065,12 @@ export interface WebElementInfo extends BaseElement {
 export type CacheConfig = {
   strategy?: 'read-only' | 'read-write' | 'write-only';
   id: string;
+  /**
+   * Optional cache directory path.
+   * When set, cache files are written to this directory instead of
+   * `<MIDSCENE_RUN_DIR>/cache`.
+   */
+  dir?: string;
 };
 
 export type Cache =
diff --git a/packages/web-integration/tests/unit-test/agent.test.ts b/packages/web-integration/tests/unit-test/agent.test.ts
index 97f56c0990..3b920b2aac 100644
--- a/packages/web-integration/tests/unit-test/agent.test.ts
+++ b/packages/web-integration/tests/unit-test/agent.test.ts
@@ -460,6 +460,43 @@ describe('PageAgent cache configuration', () => {
       expect(agent.taskCache?.cacheId).toBe('custom-writeonly-cache');
     });
 
+    it('should support custom cache dir without changing log/report dirs', () => {
+      const cacheDir = path.join(
+        process.cwd(),
+        'tmp-custom-cache-dir',
+        `${Date.now()}`,
+      );
+      const agent = new PageAgent(mockPage, {
+        cache: {
+          id: 'custom-cache-dir-id',
+          dir: cacheDir,
+        },
+        modelConfig: mockedModelConfig,
+      });
+
+      expect(agent.taskCache).toBeDefined();
+      expect(agent.taskCache?.cacheFilePath).toContain(cacheDir);
+      expect(agent.taskCache?.cacheFilePath).toContain(
+        'custom-cache-dir-id.cache.yaml',
+      );
+
+      if (fs.existsSync(cacheDir)) {
+        fs.rmSync(cacheDir, { recursive: true, force: true });
+      }
+    });
+
+    it('should throw error for empty cache dir', () => {
+      expect(() => {
+        new PageAgent(mockPage, {
+          cache: {
+            id: 'custom-cache-id',
+            dir: '  ',
+          },
+          modelConfig: mockedModelConfig,
+        });
+      }).toThrow('cache.dir must be a non-empty string when provided');
+    });
+
     it('should throw error for cache: true even with testId', () => {
       expect(() => {
         new PageAgent(mockPage, {