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/scripts/backfill_segment_dialogue_lineage.py

@@ -44,7 +44,9 @@ def _first_message_for_segment(
 
 def main() -> None:
     p = argparse.ArgumentParser()
-    p.add_argument("--limit", type=int, default=0, help="最多处理 segment 条数，0 不限制")
+    p.add_argument(
+        "--limit", type=int, default=0, help="最多处理 segment 条数，0 不限制"
+    )
     args = p.parse_args()
 
     session = SessionLocal()
@@ -63,7 +65,9 @@ def main() -> None:
             stmt = stmt.limit(args.limit)
         segments = list(session.execute(stmt).scalars().all())
         for seg in segments:
-            hum = _first_message_for_segment(session, segment_id=str(seg.id), role="human")
+            hum = _first_message_for_segment(
+                session, segment_id=str(seg.id), role="human"
+            )
             if not hum:
                 continue
             ai = _first_message_for_segment(session, segment_id=str(seg.id), role="ai")