update: 更新伏笔管理删除和同步逻辑，避免重复引入

frontend/src/components/ChapterAnalysis.tsx

@@ -333,7 +333,14 @@ export default function ChapterAnalysis({ chapterId, visible, onClose }: Chapter
   const renderAnalysisResult = () => {
     if (!analysis) return null;
 
-    const { analysis: analysis_data, memories } = analysis;
+    const { analysis: analysis_data, memories, entity_changes } = analysis;
+    const hasEntityChanges = Boolean(
+      entity_changes && (
+        (entity_changes.careers?.changes?.length || 0) > 0 ||
+        (entity_changes.character_states?.changes?.length || 0) > 0 ||
+        (entity_changes.organization_states?.changes?.length || 0) > 0
+      )
+    );
 
     return (
       <Tabs
@@ -411,6 +418,71 @@ export default function ChapterAnalysis({ chapterId, visible, onClose }: Chapter
                   </Card>
                 )}
 
+                {hasEntityChanges && entity_changes && (
+                  <Card title="实体联动更新" style={{ marginBottom: 16 }} size={isMobile ? 'small' : 'default'}>
+                    <Row gutter={isMobile ? 8 : 16} style={{ marginBottom: 16 }}>
+                      <Col span={isMobile ? 24 : 8}>
+                        <Statistic
+                          title="职业更新"
+                          value={entity_changes.careers?.updated_count || 0}
+                        />
+                      </Col>
+                      <Col span={isMobile ? 24 : 8}>
+                        <Statistic
+                          title="角色状态/关系更新"
+                          value={
+                            (entity_changes.character_states?.state_updated_count || 0) +
+                            (entity_changes.character_states?.relationship_created_count || 0) +
+                            (entity_changes.character_states?.relationship_updated_count || 0) +
+                            (entity_changes.character_states?.org_updated_count || 0)
+                          }
+                        />
+                      </Col>
+                      <Col span={isMobile ? 24 : 8}>
+                        <Statistic
+                          title="组织状态更新"
+                          value={entity_changes.organization_states?.updated_count || 0}
+                        />
+                      </Col>
+                    </Row>
+
+                    {entity_changes.careers?.changes?.length ? (
+                      <div style={{ marginBottom: 12 }}>
+                        <strong>职业变化：</strong>
+                        <div style={{ marginTop: 8 }}>
+                          {entity_changes.careers.changes.map((change, index) => (
+                            <Tag key={`career-${index}`} color="blue" style={{ marginBottom: 8 }}>
+                              {change}
+                            </Tag>
+                          ))}
+                        </div>
+                      </div>
+                    ) : null}
+
+                    {entity_changes.character_states?.changes?.length ? (
+                      <div style={{ marginBottom: 12 }}>
+                        <strong>角色/关系变化：</strong>
+                        <List
+                          size="small"
+                          dataSource={entity_changes.character_states.changes}
+                          renderItem={(item) => <List.Item>{item}</List.Item>}
+                        />
+                      </div>
+                    ) : null}
+
+                    {entity_changes.organization_states?.changes?.length ? (
+                      <div>
+                        <strong>组织状态变化：</strong>
+                        <List
+                          size="small"
+                          dataSource={entity_changes.organization_states.changes}
+                          renderItem={(item) => <List.Item>{item}</List.Item>}
+                        />
+                      </div>
+                    ) : null}
+                  </Card>
+                )}
+
                 {analysis_data.suggestions && analysis_data.suggestions.length > 0 && (
                   <Card title={<><BulbOutlined /> 改进建议</>} size={isMobile ? 'small' : 'default'}>
                     <List

frontend/src/types/index.ts

@@ -744,12 +744,26 @@ export interface StoryMemory {
   is_foreshadow: 0 | 1 | 2; // 0=普通, 1=已埋下, 2=已回收
 }
 
+export interface EntityChangesSummaryItem {
+  updated_count?: number;
+  state_updated_count?: number;
+  relationship_created_count?: number;
+  relationship_updated_count?: number;
+  org_updated_count?: number;
+  changes: string[];
+}
+
 // 章节分析结果响应 - 匹配后端API返回
 export interface ChapterAnalysisResponse {
   chapter_id: string;
   analysis: AnalysisData;  // 注意：后端返回的是analysis而不是analysis_data
   memories: StoryMemory[];
   created_at: string;
+  entity_changes?: {
+    careers: EntityChangesSummaryItem;
+    character_states: EntityChangesSummaryItem;
+    organization_states: EntityChangesSummaryItem;
+  };
 }
 
 // 手动触发分析响应