feat:

1. 建立问题库大纲，对应每个人生阶段槽位
2. 鼓励使用更生活化的交流语言共情与总结
3. 降低评审模型可能发生截断的概率
4. 成稿质量维度强化情感表达和上下文连贯性

api/app/tasks/memoir_quality_pass_tasks.py

@@ -118,13 +118,10 @@ def memoir_quality_pass(
                     db, story, llm, chapter_category=chapter_category
                 ):
                     titles_polished += 1
-                    stmt = (
-                        select(Chapter.id)
-                        .where(
-                            Chapter.user_id == user_id,
-                            Chapter.category == chapter_category,
-                            Chapter.is_active == True,  # noqa: E712
-                        )
+                    stmt = select(Chapter.id).where(
+                        Chapter.user_id == user_id,
+                        Chapter.category == chapter_category,
+                        Chapter.is_active == True,  # noqa: E712
                     )
                     ch_id = db.execute(stmt).scalar_one_or_none()
                     if ch_id:
@@ -171,7 +168,5 @@ def memoir_quality_pass(
     except Retry:
         raise
     except Exception as e:
-        logger.error(
-            "event=quality_pass_failed user_id={} exc={}", user_id, e
-        )
+        logger.error("event=quality_pass_failed user_id={} exc={}", user_id, e)
         raise self.retry(exc=e) from e

api/app/tasks/memoir_tasks.py

@@ -871,11 +871,7 @@ def generate_chapter_content(self, user_id: str, stage: str, new_content: str):
             db.refresh(chapter)
 
             ch_ids: set[str] = {str(chapter.id)}
-            cover_ids = (
-                ch_ids
-                if chapter_needs_cover_enqueue(chapter)
-                else set()
-            )
+            cover_ids = ch_ids if chapter_needs_cover_enqueue(chapter) else set()
             _run_post_pipeline_commit(
                 user_id=user_id,
                 story_dispatch_ids=set(dispatch_ids),