diff --git a/module/ai/test/lib/ai.unittest.class.php b/module/ai/test/lib/ai.unittest.class.php
index 06cab4feba..680a0a3c19 100644
--- a/module/ai/test/lib/ai.unittest.class.php
+++ b/module/ai/test/lib/ai.unittest.class.php
@@ -1095,4 +1095,25 @@ class aiTest
 
         return empty($schema) ? array() : $schema;
     }
+
+    /**
+     * Test getObjectForPromptById method.
+     *
+     * @param  mixed $promptID
+     * @param  mixed $objectId
+     * @access public
+     * @return mixed
+     */
+    public function getObjectForPromptByIdTest($promptID = null, $objectId = null)
+    {
+        if(empty($promptID)) return false;
+        
+        $prompt = $this->objectModel->getPromptById($promptID);
+        if(empty($prompt)) return false;
+        
+        $result = $this->objectModel->getObjectForPromptById($prompt, $objectId);
+        if(dao::isError()) return dao::getError();
+
+        return $result;
+    }
 }
\ No newline at end of file
diff --git a/module/ai/test/model/getobjectforpromptbyid.php b/module/ai/test/model/getobjectforpromptbyid.php
new file mode 100755
index 0000000000..5fff1a2543
--- /dev/null
+++ b/module/ai/test/model/getobjectforpromptbyid.php
@@ -0,0 +1,74 @@
+#!/usr/bin/env php
+<?php
+
+/**
+
+title=测试 aiModel::getObjectForPromptById();
+timeout=0
+cid=0
+
+- 步骤1：story模块正常情况，返回数组不为空 @~~
+- 步骤2：task模块正常情况，返回数组不为空 @~~
+- 步骤3：不存在的prompt ID @false
+- 步骤4：不存在的object ID @false
+- 步骤5：deleted状态的prompt @false
+- 步骤6：product模块测试，返回数组不为空 @~~
+- 步骤7：bug模块但object不存在 @false
+
+*/
+
+// 1. 导入依赖（路径固定，不可修改）
+include dirname(__FILE__, 5) . '/test/lib/init.php';
+include dirname(__FILE__, 2) . '/lib/ai.unittest.class.php';
+
+// 2. zendata数据准备
+$table = zenData('ai_prompt');
+$table->id->range('1-10');
+$table->name->range('story_prompt,task_prompt,bug_prompt,product_prompt,project_prompt,execution_prompt,test_prompt,dev_prompt,pm_prompt,qa_prompt');
+$table->desc->range('测试描述内容{10}');
+$table->model->range('0,1,2,3,4,5');
+$table->module->range('story{2},task{2},bug{2},product{2},project{1},execution{1}');
+$table->source->range(',story.title,story.spec,,task.name,task.desc,,bug.title,bug.steps,,product.name,product.desc,,project.name,project.desc,,execution.name,execution.desc,');
+$table->targetForm->range('story.change,task.edit,bug.edit,product.edit,project.edit');
+$table->purpose->range('测试目的内容{10}');
+$table->elaboration->range('测试详细说明内容{10}');
+$table->role->range('测试角色描述{10}');
+$table->characterization->range('测试角色特征{10}');
+$table->createdBy->range('admin,system,user1,user2');
+$table->createdDate->range('`2023-08-10 10:00:00`,`2023-08-11 11:00:00`,`2023-08-12 12:00:00`');
+$table->status->range('active{9},draft{1}');
+$table->deleted->range('0{9},1{1}');
+$table->gen(10);
+
+$storyTable = zenData('story');
+$storyTable->id->range('1-10');
+$storyTable->title->range('用户登录功能,数据导出功能,权限管理功能,报表统计功能,文件上传功能,数据同步功能,权限控制功能,系统监控功能,日志管理功能,配置管理功能');
+$storyTable->status->range('active{8},draft{2}');
+$storyTable->gen(10);
+
+$taskTable = zenData('task');
+$taskTable->id->range('1-10');
+$taskTable->name->range('登录接口开发,数据库设计,前端页面开发,单元测试编写,集成测试,性能测试,代码审查,文档编写,部署脚本,监控配置');
+$taskTable->status->range('wait{5},doing{3},done{2}');
+$taskTable->gen(10);
+
+$productTable = zenData('product');
+$productTable->id->range('1-10');
+$productTable->name->range('产品A,产品B,产品C,产品D,产品E,产品F,产品G,产品H,产品I,产品J');
+$productTable->status->range('normal{8},closed{2}');
+$productTable->gen(10);
+
+// 3. 用户登录
+su('admin');
+
+// 4. 创建测试实例
+$aiTest = new aiTest();
+
+// 5. 测试步骤（必须包含至少5个测试步骤）
+r($aiTest->getObjectForPromptByIdTest(1, 1)) && p() && e('~~'); // 步骤1：story模块正常情况，返回数组不为空
+r($aiTest->getObjectForPromptByIdTest(3, 2)) && p() && e('~~'); // 步骤2：task模块正常情况，返回数组不为空
+r($aiTest->getObjectForPromptByIdTest(99, 1)) && p() && e('false'); // 步骤3：不存在的prompt ID
+r($aiTest->getObjectForPromptByIdTest(1, 999)) && p() && e('false'); // 步骤4：不存在的object ID
+r($aiTest->getObjectForPromptByIdTest(10, 1)) && p() && e('false'); // 步骤5：deleted状态的prompt
+r($aiTest->getObjectForPromptByIdTest(7, 1)) && p() && e('~~'); // 步骤6：product模块测试，返回数组不为空
+r($aiTest->getObjectForPromptByIdTest(5, 999)) && p() && e('false'); // 步骤7：bug模块但object不存在
\ No newline at end of file
diff --git a/module/ai/test/model/yaml/ai_prompt_getobjectforpromptbyid.yaml b/module/ai/test/model/yaml/ai_prompt_getobjectforpromptbyid.yaml
new file mode 100644
index 0000000000..9f9810327a
--- /dev/null
+++ b/module/ai/test/model/yaml/ai_prompt_getobjectforpromptbyid.yaml
@@ -0,0 +1,91 @@
+---
+title: AI Prompt测试数据 - getObjectForPromptById方法
+desc: 为getObjectForPromptById方法提供测试数据
+author: Claude AI
+version: 1.0
+
+fields:
+- field: id
+  note: Prompt ID
+  range: 1-10
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: name
+  note: Prompt名称
+  range: story_prompt{1}, task_prompt{1}, bug_prompt{1}, product_prompt{1}, project_prompt{1}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: desc
+  note: Prompt描述
+  range: 需求润色提示词{2}, 任务优化提示词{2}, 缺陷分析提示词{2}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: model
+  note: 模型ID
+  range: 1-3
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: module
+  note: 模块名称
+  range: story{2}, task{2}, bug{2}, product{1}, project{1}, execution{1}, case{1}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: source
+  note: 数据源配置
+  range: story.title,story.spec{1}, task.name,task.desc{1}, bug.title,bug.steps{1}, product.name,product.desc{1}, project.name,project.desc{1}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: targetForm
+  note: 目标表单
+  range: story.edit{2}, task.edit{2}, bug.edit{2}, product.edit{1}, project.edit{1}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: purpose
+  note: 用途说明
+  range: 优化需求描述{2}, 优化任务信息{2}, 优化缺陷信息{2}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: status
+  note: 状态
+  range: active{8}, draft{2}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: createdBy
+  note: 创建者
+  range: admin{5}, user1{3}, user2{2}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: createdDate
+  note: 创建时间
+  range: 2024-01-01 10:00:00-2024-12-31 23:59:59:1D
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: "YYYY-MM-DD hh:mm:ss"
+- field: deleted
+  note: 删除状态
+  range: 0{9}, 1{1}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
\ No newline at end of file
diff --git a/module/ai/test/model/yaml/story_getobjectforpromptbyid.yaml b/module/ai/test/model/yaml/story_getobjectforpromptbyid.yaml
new file mode 100644
index 0000000000..20a980840c
--- /dev/null
+++ b/module/ai/test/model/yaml/story_getobjectforpromptbyid.yaml
@@ -0,0 +1,105 @@
+---
+title: Story测试数据 - getObjectForPromptById方法
+desc: 为story模块的getObjectForPromptById方法提供测试数据
+author: Claude AI
+version: 1.0
+
+fields:
+- field: id
+  note: Story ID
+  range: 1-10
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: title
+  note: Story标题
+  range: 用户登录功能{1}, 数据导出功能{1}, 权限管理功能{1}, 报表统计功能{1}, 文件上传功能{1}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: spec
+  note: Story规格说明
+  range: 作为一名用户，我希望能够登录系统{2}, 作为一名管理员，我希望能够导出数据{2}, 作为一名用户，我希望能够上传文件{2}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: verify
+  note: 验收标准
+  range: 1.能够正确登录 2.密码错误时提示{2}, 1.能够导出Excel文件 2.导出速度合理{2}, 1.支持常见文件格式{2}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: type
+  note: Story类型
+  range: story{8}, epic{2}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: pri
+  note: 优先级
+  range: 1{2}, 2{3}, 3{3}, 4{2}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: estimate
+  note: 估算工时
+  range: 1-40:0.5
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: status
+  note: 状态
+  range: draft{2}, active{5}, closed{2}, changed{1}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: stage
+  note: 阶段
+  range: wait{3}, planned{3}, projected{2}, developing{1}, testing{1}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: openedBy
+  note: 由谁创建
+  range: admin{3}, user1{3}, user2{2}, user3{2}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: openedDate
+  note: 创建时间
+  range: 2024-01-01 09:00:00-2024-12-31 18:00:00:1D
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: "YYYY-MM-DD hh:mm:ss"
+- field: product
+  note: 产品ID
+  range: 1{5}, 2{3}, 3{2}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: module
+  note: 模块ID
+  range: 1{3}, 2{3}, 3{2}, 4{2}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: deleted
+  note: 删除状态
+  range: 0{9}, 1{1}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
\ No newline at end of file
diff --git a/module/ai/test/model/yaml/task_getobjectforpromptbyid.yaml b/module/ai/test/model/yaml/task_getobjectforpromptbyid.yaml
new file mode 100644
index 0000000000..397c576f91
--- /dev/null
+++ b/module/ai/test/model/yaml/task_getobjectforpromptbyid.yaml
@@ -0,0 +1,119 @@
+---
+title: Task测试数据 - getObjectForPromptById方法
+desc: 为task模块的getObjectForPromptById方法提供测试数据
+author: Claude AI
+version: 1.0
+
+fields:
+- field: id
+  note: Task ID
+  range: 1-10
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: name
+  note: 任务名称
+  range: 登录接口开发{1}, 数据库设计{1}, 前端页面开发{1}, 单元测试编写{1}, 代码审查{1}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: desc
+  note: 任务描述
+  range: 开发用户登录API接口{2}, 设计用户相关数据表{2}, 开发登录页面UI{2}, 编写单元测试用例{2}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: type
+  note: 任务类型
+  range: devel{4}, test{3}, design{2}, study{1}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: pri
+  note: 优先级
+  range: 1{2}, 2{4}, 3{3}, 4{1}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: estimate
+  note: 预计工时
+  range: 1-80:0.5
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: consumed
+  note: 已消耗工时
+  range: 0-40:0.5
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: left
+  note: 剩余工时
+  range: 0-40:0.5
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: status
+  note: 任务状态
+  range: wait{3}, doing{3}, done{2}, pause{1}, cancel{1}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: assignedTo
+  note: 指派给
+  range: admin{2}, user1{3}, user2{2}, user3{2}, [']{1}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: openedBy
+  note: 由谁创建
+  range: admin{4}, user1{3}, user2{2}, user3{1}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: openedDate
+  note: 创建时间
+  range: 2024-01-01 09:00:00-2024-12-31 18:00:00:1D
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: "YYYY-MM-DD hh:mm:ss"
+- field: estStarted
+  note: 预计开始时间
+  range: 2024-01-01-2024-12-31:1D
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: "YYYY-MM-DD"
+- field: realStarted
+  note: 实际开始时间
+  range: 2024-01-01-2024-12-31:1D, [null]{3}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: "YYYY-MM-DD"
+- field: execution
+  note: 执行ID
+  range: 1{4}, 2{3}, 3{2}, 4{1}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
+- field: deleted
+  note: 删除状态
+  range: 0{9}, 1{1}
+  prefix: ""
+  postfix: ""
+  loop: 0
+  format: ""
\ No newline at end of file