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-api/easyflow-api-admin/src/main/java/tech/easyflow/admin/controller/ai/ModelController.java

@@ -13,6 +13,7 @@ import tech.easyflow.ai.entity.ModelProvider;
 import tech.easyflow.ai.entity.table.ModelTableDef;
 import tech.easyflow.ai.mapper.ModelMapper;
 import tech.easyflow.ai.service.ModelService;
+import tech.easyflow.ai.service.capability.ModelCapabilityResolution;
 import tech.easyflow.common.domain.Result;
 import tech.easyflow.common.entity.LoginAccount;
 import tech.easyflow.common.satoken.util.SaTokenUtil;
@@ -92,6 +93,21 @@ public class ModelController extends BaseCurdController<ModelService, Model> {
         return Result.ok(modelService.verifyModelConfig(model));
     }
 
+    /**
+     * 根据模型 ID 返回自动识别的类型和能力。
+     *
+     * @param providerId 供应商 ID
+     * @param modelName 模型 ID
+     * @return 模型能力识别结果
+     */
+    @GetMapping("capabilities")
+    @SaCheckPermission("/api/v1/model/query")
+    public Result<ModelCapabilityResolution> resolveCapabilities(
+            @RequestParam(required = false) BigInteger providerId,
+            @RequestParam String modelName) {
+        return Result.ok(modelService.resolveModelCapabilities(providerId, modelName));
+    }
+
     @PostMapping("/removeByEntity")
     @SaCheckPermission("/api/v1/model/remove")
     public Result<?> removeByEntity(@RequestBody Model entity) {