diff --git a/app/Services/Crawl/CrawlSourceResolver.php b/app/Services/Crawl/CrawlSourceResolver.php
index d1fcce6..a9bda36 100644
--- a/app/Services/Crawl/CrawlSourceResolver.php
+++ b/app/Services/Crawl/CrawlSourceResolver.php
@@ -19,6 +19,11 @@ class CrawlSourceResolver
             ->orderBy('sort')
             ->get();
 
+        $hint = $this->resolveByUrlHint($requestUrl, $targetType, $sources);
+        if ($hint) {
+            return $hint;
+        }
+
         $wildcard = null;
 
         foreach ($sources as $source) {
@@ -35,11 +40,6 @@ class CrawlSourceResolver
             }
         }
 
-        $hint = $this->resolveByUrlHint($requestUrl, $targetType, $sources);
-        if ($hint) {
-            return $hint;
-        }
-
         return $wildcard;
     }
 
diff --git a/database/migrations/2026_06_23_000001_add_ai_sjtu_research_center_crawl_source.php b/database/migrations/2026_06_23_000001_add_ai_sjtu_research_center_crawl_source.php
new file mode 100644
index 0000000..392fc38
--- /dev/null
+++ b/database/migrations/2026_06_23_000001_add_ai_sjtu_research_center_crawl_source.php
@@ -0,0 +1,74 @@
+<?php
+
+use Illuminate\Database\Migrations\Migration;
+use Illuminate\Support\Facades\DB;
+
+return new class extends Migration
+{
+    public function up(): void
+    {
+        $teacherSchema = [
+            [
+                'key' => 'keyword',
+                'type' => 'textarea',
+                'label' => '搜索关键词（选填）',
+                'required' => false,
+                'placeholder' => '多个关键词用空格、逗号或换行分隔',
+            ],
+            [
+                'key' => 'max_results',
+                'type' => 'number',
+                'label' => '条数上限',
+                'default' => 200,
+                'min' => 1,
+                'max' => 500,
+            ],
+        ];
+
+        $now = now();
+        $exists = DB::table('crawl_sources')
+            ->where('adapter_code', 'ai_sjtu_research_center_api')
+            ->where('target_type', 'teacher')
+            ->exists();
+
+        if ($exists) {
+            DB::table('crawl_sources')
+                ->where('adapter_code', 'ai_sjtu_research_center_api')
+                ->where('target_type', 'teacher')
+                ->update([
+                    'name' => '交大人工智能研究院研究中心',
+                    'entry_url' => 'https://ai.sjtu.edu.cn/center',
+                    'match_domains' => json_encode(['ai.sjtu.edu.cn'], JSON_UNESCAPED_UNICODE),
+                    'config' => json_encode(['api_base' => 'https://ai.sjtu.edu.cn/api'], JSON_UNESCAPED_UNICODE),
+                    'param_schema' => json_encode($teacherSchema, JSON_UNESCAPED_UNICODE),
+                    'status' => 1,
+                    'sort' => 25,
+                    'updated_at' => $now,
+                ]);
+
+            return;
+        }
+
+        DB::table('crawl_sources')->insert([
+            'name' => '交大人工智能研究院研究中心',
+            'target_type' => 'teacher',
+            'adapter_code' => 'ai_sjtu_research_center_api',
+            'entry_url' => 'https://ai.sjtu.edu.cn/center',
+            'match_domains' => json_encode(['ai.sjtu.edu.cn'], JSON_UNESCAPED_UNICODE),
+            'config' => json_encode(['api_base' => 'https://ai.sjtu.edu.cn/api'], JSON_UNESCAPED_UNICODE),
+            'param_schema' => json_encode($teacherSchema, JSON_UNESCAPED_UNICODE),
+            'status' => 1,
+            'sort' => 25,
+            'created_at' => $now,
+            'updated_at' => $now,
+        ]);
+    }
+
+    public function down(): void
+    {
+        DB::table('crawl_sources')
+            ->where('adapter_code', 'ai_sjtu_research_center_api')
+            ->where('target_type', 'teacher')
+            ->delete();
+    }
+};
diff --git a/tests/Unit/CrawlSourceResolverTest.php b/tests/Unit/CrawlSourceResolverTest.php
new file mode 100644
index 0000000..4554230
--- /dev/null
+++ b/tests/Unit/CrawlSourceResolverTest.php
@@ -0,0 +1,42 @@
+<?php
+
+namespace Tests\Unit;
+
+use App\Models\CrawlSource;
+use App\Services\Crawl\CrawlSourceResolver;
+use Illuminate\Foundation\Testing\RefreshDatabase;
+use Tests\TestCase;
+
+class CrawlSourceResolverTest extends TestCase
+{
+    use RefreshDatabase;
+
+    public function test_resolves_ai_sjtu_center_to_research_center_api(): void
+    {
+        CrawlSource::query()->create([
+            'name' => '师资列表页（通用 HTML）',
+            'target_type' => 'teacher',
+            'adapter_code' => 'faculty_list_html',
+            'entry_url' => 'https://',
+            'match_domains' => ['*'],
+            'status' => 1,
+            'sort' => 30,
+        ]);
+
+        CrawlSource::query()->create([
+            'name' => '交大人工智能研究院研究中心',
+            'target_type' => 'teacher',
+            'adapter_code' => 'ai_sjtu_research_center_api',
+            'entry_url' => 'https://ai.sjtu.edu.cn/center',
+            'match_domains' => ['ai.sjtu.edu.cn'],
+            'status' => 1,
+            'sort' => 25,
+        ]);
+
+        $resolver = new CrawlSourceResolver;
+        $source = $resolver->resolve('https://ai.sjtu.edu.cn/center', 'teacher');
+
+        $this->assertNotNull($source);
+        $this->assertSame('ai_sjtu_research_center_api', $source->adapter_code);
+    }
+}