diff --git a/server/src/main/java/com/emotion/service/impl/ShortNovelServiceImpl.java b/server/src/main/java/com/emotion/service/impl/ShortNovelServiceImpl.java
index 51f77c1..38f3cc9 100644
--- a/server/src/main/java/com/emotion/service/impl/ShortNovelServiceImpl.java
+++ b/server/src/main/java/com/emotion/service/impl/ShortNovelServiceImpl.java
@@ -385,6 +385,14 @@ public class ShortNovelServiceImpl implements ShortNovelService {
                                             if (stageMeta != null && !stageMeta.isEmpty()) {
                                                 metadata.put("stages", stageMeta);
                                             }
+                                            // 读取跨流累积的中间步骤（clarification/outline），供详情页还原完整流程
+                                            if (currentSessionId[0] != null) {
+                                                java.util.List<JSONObject> stagesHistory = drainStages(currentSessionId[0]);
+                                                if (!stagesHistory.isEmpty()) {
+                                                    metadata.put("stagesHistory", stagesHistory);
+                                                    log.info("[ShortNovel SSE] 读取累积中间步骤: count={}", stagesHistory.size());
+                                                }
+                                            }
                                             log.info("[ShortNovel SSE] 开始保存小说: userId={}, queryLength={}, textLength={}",
                                                     currentUserId, originalQuery.length(), fullText.length());
                                             Map<String, String> saveResult = epicScriptDialogueServiceImpl.saveNovelResult(