feat: 完善模型能力识别与验证

- 自动识别模型类型、视觉、推理和工具能力并保留手动覆盖

- 使用 AgentScope 工具与视觉探测并统一管理端配置反馈

easyflow-modules/easyflow-module-ai/src/test/java/tech/easyflow/ai/service/impl/ModelServiceImplCapabilityOverrideTest.java

@@ -0,0 +1,80 @@
+package tech.easyflow.ai.service.impl;
+
+import org.junit.Assert;
+import org.junit.Test;
+import tech.easyflow.ai.entity.Model;
+import tech.easyflow.ai.service.capability.ModelCapabilityResolution;
+import tech.easyflow.ai.service.capability.ModelCapabilitySource;
+
+import java.lang.reflect.Method;
+
+/**
+ * 模型能力自动识别与手动覆盖合并规则测试。
+ */
+public class ModelServiceImplCapabilityOverrideTest {
+
+    /**
+     * 验证用户明确关闭的能力不会被模型库重新打开。
+     *
+     * @throws ReflectiveOperationException 无法调用待测试方法时抛出
+     */
+    @Test
+    public void shouldPreserveExplicitCapabilityOverrides() throws ReflectiveOperationException {
+        Model model = new Model();
+        model.setSupportImage(Boolean.FALSE);
+        model.setSupportThinking(Boolean.FALSE);
+        model.setSupportTool(Boolean.FALSE);
+
+        applyResolvedCapabilities(model, detectedCapabilities());
+
+        Assert.assertEquals(Boolean.FALSE, model.getSupportImage());
+        Assert.assertEquals(Boolean.FALSE, model.getSupportThinking());
+        Assert.assertEquals(Boolean.FALSE, model.getSupportTool());
+    }
+
+    /**
+     * 验证空能力值会由模型库自动补齐。
+     *
+     * @throws ReflectiveOperationException 无法调用待测试方法时抛出
+     */
+    @Test
+    public void shouldFillCapabilitiesWhenNotConfigured() throws ReflectiveOperationException {
+        Model model = new Model();
+
+        applyResolvedCapabilities(model, detectedCapabilities());
+
+        Assert.assertEquals(Boolean.TRUE, model.getSupportImage());
+        Assert.assertEquals(Boolean.TRUE, model.getSupportThinking());
+        Assert.assertEquals(Boolean.TRUE, model.getSupportTool());
+    }
+
+    /**
+     * 创建模型库已确认的对话能力。
+     *
+     * @return 全部开启的模型能力
+     */
+    private ModelCapabilityResolution detectedCapabilities() {
+        return new ModelCapabilityResolution(
+                Model.MODEL_TYPES[0],
+                Boolean.TRUE,
+                Boolean.TRUE,
+                Boolean.TRUE,
+                ModelCapabilitySource.CATALOG);
+    }
+
+    /**
+     * 调用服务内部的能力合并逻辑。
+     *
+     * @param model 待合并模型
+     * @param resolution 自动识别结果
+     * @throws ReflectiveOperationException 无法调用待测试方法时抛出
+     */
+    private void applyResolvedCapabilities(Model model, ModelCapabilityResolution resolution)
+            throws ReflectiveOperationException {
+        ModelServiceImpl service = new ModelServiceImpl();
+        Method method = ModelServiceImpl.class.getDeclaredMethod(
+                "applyResolvedChatCapabilities", Model.class, ModelCapabilityResolution.class);
+        method.setAccessible(true);
+        method.invoke(service, model, resolution);
+    }
+}