diff --git a/yunke-server/app/db/models.py b/yunke-server/app/db/models.py
index f8afebb..b4a7b56 100644
--- a/yunke-server/app/db/models.py
+++ b/yunke-server/app/db/models.py
@@ -429,6 +429,18 @@ class Message(Base):
             "room_id",
             "timestamp",
         ),
+        # 今日收发聚合热路径:channel= + owner IN + timestamp>= 定位当天消息
+        # (customer 列表行内 send_today/receive_today)。上面两个索引把
+        # timestamp 排在 talker/room 之后,时间范围无法直接 seek;MySQL 预编译
+        # 语句(asyncmy 走服务端 prepare)优化器弃索引转全表扫 86 万含大文本
+        # 的行,实测 7.7s/次(2026-08-27),裸字面量也要 0.23s 扫 92 万索引项。
+        # 此索引让 (channel, owner) 前缀下按 timestamp 直接落入当天几百行。
+        Index(
+            "ix_message_channel_owner_time",
+            "channel",
+            "owner_account_id",
+            "timestamp",
+        ),
     )
 
 
diff --git a/yunke-server/migrations/versions/c53f90b1e6a4_message_channel_owner_time_index.py b/yunke-server/migrations/versions/c53f90b1e6a4_message_channel_owner_time_index.py
new file mode 100644
index 0000000..9cd3bdc
--- /dev/null
+++ b/yunke-server/migrations/versions/c53f90b1e6a4_message_channel_owner_time_index.py
@@ -0,0 +1,57 @@
+"""message 补 (channel, owner_account_id, timestamp) 索引(客户列表 7.7s 回归修复)
+
+Revision ID: c53f90b1e6a4
+Revises: b41e8fa0c7d2
+Create Date: 2026-08-27 16:40:00.000000
+
+内容
+----
+客户列表行内的「今日发送/接收」聚合(customer.py 的 send_today/receive_today)
+按 ``channel=? AND owner IN (...) AND timestamp>=今日`` GROUP BY owner/talker。
+两个既有索引把 timestamp 排在 talker/room 之后,时间范围无法 seek——字面量
+SQL 时优化器还能忍(索引全扫 92 万项 0.23s),但 asyncmy 走**服务端预编译**,
+优化器弃索引转全表扫 86 万含大文本的宽行:**7.7s/次**,前端客户列表每次翻页
+都撞(2026-08-27 用户报「微信客户列表加载慢」实测 API 7.6s)。
+
+本迁移补 (channel, owner_account_id, timestamp) 三列索引:owner 前缀下按
+timestamp 直接落入当天几百行,实测 0.14s → API 全链 0.097s(78 倍)。窄列
+BTREE,86 万行在线建索引实测 16s。
+
+幂等:``sa.inspect`` 先查同名索引,存在即跳过。SQLite/MySQL 通用。
+"""
+from collections.abc import Sequence
+
+import sqlalchemy as sa
+from alembic import op
+
+
+# revision identifiers, used by Alembic.
+revision: str = 'c53f90b1e6a4'
+down_revision: str | Sequence[str] | None = 'b41e8fa0c7d2'
+branch_labels: str | Sequence[str] | None = None
+depends_on: str | Sequence[str] | None = None
+
+_INDEX_NAME = 'ix_message_channel_owner_time'
+
+
+def _has_index(table: str, index: str) -> bool:
+    insp = sa.inspect(op.get_bind())
+    return index in {i['name'] for i in insp.get_indexes(table)}
+
+
+def upgrade() -> None:
+    """Upgrade schema."""
+    if _has_index('message', _INDEX_NAME):
+        return  # 已建过(或先手工建过),幂等跳过
+    op.create_index(
+        _INDEX_NAME,
+        'message',
+        ['channel', 'owner_account_id', 'timestamp'],
+    )
+
+
+def downgrade() -> None:
+    """Downgrade schema."""
+    if not _has_index('message', _INDEX_NAME):
+        return
+    op.drop_index(_INDEX_NAME, table_name='message')