diff --git a/apps/web/src/pages/workspace/ProjectAssets.tsx b/apps/web/src/pages/workspace/ProjectAssets.tsx
index 9cdb91467..3f6cd312f 100644
--- a/apps/web/src/pages/workspace/ProjectAssets.tsx
+++ b/apps/web/src/pages/workspace/ProjectAssets.tsx
@@ -47,6 +47,13 @@ const classificationOptions = [
   { label: 'other', value: 'other' },
 ];
 
+const sourceOptions = [
+  { label: '全部来源', value: 'all' },
+  { label: '自动分类', value: 'auto' },
+  { label: '手动分类', value: 'manual' },
+  { label: '未分类', value: 'unclassified' },
+];
+
 const batchModeOptions = [
   { label: '仅未分类', value: 'unclassified_only' },
   { label: '包含已分类重跑', value: 'include_classified' },
@@ -83,6 +90,7 @@ const ProjectAssets: React.FC = () => {
   const [classificationJobId, setClassificationJobId] = useState<string>('');
   const [classifyingAssetId, setClassifyingAssetId] = useState<string>('');
   const [classificationFilter, setClassificationFilter] = useState<string>('all');
+  const [classificationSourceFilter, setClassificationSourceFilter] = useState<string>('all');
   const [selectedRowKeys, setSelectedRowKeys] = useState<React.Key[]>([]);
   const [batchMode, setBatchMode] = useState<'unclassified_only' | 'include_classified'>('unclassified_only');
   const [batchProgress, setBatchProgress] = useState<BatchProgressState>(defaultBatchProgress);
@@ -166,9 +174,7 @@ const ProjectAssets: React.FC = () => {
     const pollBatchJobs = async () => {
       try {
         const results = await Promise.all(batchJobIds.map((jobId) => getClassificationJob(jobId)));
-        if (cancelled) {
-          return;
-        }
+        if (cancelled) return;
 
         const completedIds = results.filter((job) => job.status === 'completed').map((job) => job.id);
         const failedIds = results.filter((job) => job.status === 'failed').map((job) => job.id);
@@ -230,11 +236,28 @@ const ProjectAssets: React.FC = () => {
   );
 
   const filteredAssets = useMemo(() => {
-    const items = assetsQuery.data || [];
-    if (classificationFilter === 'all') return items;
-    if (classificationFilter === 'unclassified') return items.filter((item) => !item.metadata?.classification);
-    return items.filter((item) => item.metadata?.classification === classificationFilter);
-  }, [assetsQuery.data, classificationFilter]);
+    let items = assetsQuery.data || [];
+
+    if (classificationFilter !== 'all') {
+      if (classificationFilter === 'unclassified') {
+        items = items.filter((item) => !item.metadata?.classification);
+      } else {
+        items = items.filter((item) => item.metadata?.classification === classificationFilter);
+      }
+    }
+
+    if (classificationSourceFilter !== 'all') {
+      if (classificationSourceFilter === 'unclassified') {
+        items = items.filter((item) => !item.metadata?.classification);
+      } else if (classificationSourceFilter === 'auto') {
+        items = items.filter((item) => item.metadata?.auto_classification === 'completed');
+      } else if (classificationSourceFilter === 'manual') {
+        items = items.filter((item) => !!item.metadata?.classification && item.metadata?.auto_classification !== 'completed');
+      }
+    }
+
+    return items;
+  }, [assetsQuery.data, classificationFilter, classificationSourceFilter]);
 
   const selectedAssets = useMemo(
     () => filteredAssets.filter((item) => selectedRowKeys.includes(item.id)),
@@ -268,15 +291,7 @@ const ProjectAssets: React.FC = () => {
       return;
     }
 
-    setBatchProgress({
-      total: selectedAssets.length,
-      submitted: 0,
-      failed: 0,
-      skipped: skippedAssets.length,
-      completed: 0,
-      running: true,
-      tracking: false,
-    });
+    setBatchProgress({ total: selectedAssets.length, submitted: 0, failed: 0, skipped: skippedAssets.length, completed: 0, running: true, tracking: false });
     setBatchJobIds([]);
     setBatchCompletedIds([]);
     setBatchFailedIds([]);
@@ -297,27 +312,11 @@ const ProjectAssets: React.FC = () => {
       } catch {
         failed += 1;
       }
-      setBatchProgress({
-        total: selectedAssets.length,
-        submitted,
-        failed,
-        skipped: skippedAssets.length,
-        completed: 0,
-        running: true,
-        tracking: false,
-      });
+      setBatchProgress({ total: selectedAssets.length, submitted, failed, skipped: skippedAssets.length, completed: 0, running: true, tracking: false });
     }
 
     setBatchJobIds(createdJobIds);
-    setBatchProgress({
-      total: selectedAssets.length,
-      submitted,
-      failed,
-      skipped: skippedAssets.length,
-      completed: 0,
-      running: createdJobIds.length > 0,
-      tracking: createdJobIds.length > 0,
-    });
+    setBatchProgress({ total: selectedAssets.length, submitted, failed, skipped: skippedAssets.length, completed: 0, running: createdJobIds.length > 0, tracking: createdJobIds.length > 0 });
 
     if (failed === 0) {
       message.success(`批量分类已提交：成功 ${submitted}，跳过 ${skippedAssets.length}`);
@@ -343,7 +342,7 @@ const ProjectAssets: React.FC = () => {
       <Space>
         <Tag color="blue">{classification}</Tag>
         <Tag>{Math.round(confidence * 100)}%</Tag>
-        {autoClassification === 'completed' ? <Tag color="green">自动</Tag> : null}
+        {autoClassification === 'completed' ? <Tag color="green">自动</Tag> : <Tag>手动</Tag>}
       </Space>
     );
   };
@@ -418,6 +417,7 @@ const ProjectAssets: React.FC = () => {
             extra={
               <Space>
                 <Select style={{ width: 180 }} value={classificationFilter} options={classificationOptions} onChange={setClassificationFilter} />
+                <Select style={{ width: 180 }} value={classificationSourceFilter} options={sourceOptions} onChange={setClassificationSourceFilter} />
                 <Select style={{ width: 180 }} value={batchMode} options={batchModeOptions} onChange={(value) => setBatchMode(value)} />
                 <Select
                   style={{ width: 280 }}