merge: integrate ZSY customer service and profile capabilities

app/service/memory_service.py

@@ -118,6 +118,7 @@ class MemoryService:
         confidence: float = 0.5,
         source_type: str = "conversation",
         structured_value: dict[str, Any] | None = None,
+        status: str = "active",
     ) -> MemoryUnit:
         """按 (customer_id, active_memory_key) 语义更新唯一有效记忆。
 
@@ -125,8 +126,11 @@ class MemoryService:
         内容变化时记录一条冲突：左侧为被覆盖的旧值所在记忆行，右侧为该记忆的新版本
         标识（见 `_conflict_right_id`）。两侧绝不指向同一条记录，避免自引用冲突。
         """
+        if status not in {"active", "candidate"}:
+            raise ValueError("status must be active or candidate")
         now = datetime.now(UTC).replace(tzinfo=None)
-        memory = await self._active(customer_id, memory_key)
+        # 候选记录不能覆盖现有有效记忆，必须等待确认或审核后再晋升。
+        memory = await self._active(customer_id, memory_key) if status == "active" else None
         if memory is not None:
             updated = await self._update(memory, content, confidence, now, structured_value)
             await self.invalidate_recall_cache(customer_id)
@@ -137,7 +141,7 @@ class MemoryService:
             source_type=source_type, source_confidence=confidence,
             confidence=confidence, structured_value=structured_value,
             evidence_count=0, conflict_count=0, recall_count=0,
-            status="active", valid_from=now, version=1, created_at=now, updated_at=now,
+            status=status, valid_from=now, version=1, created_at=now, updated_at=now,
         )
         self.session.add(memory)
         try: