diff --git a/README.md b/README.md
index 8f28efa..5d94209 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@
# QQ Bot Channel Plugin for OpenClaw
-**Latest version: `1.5.7`** — Adds quoted-message context (QQ `REFIDX_*`) with persistent index recovery for more accurate threaded replies.
+**Latest version: `1.5.7`** — Adds quoted-message context with persistent index recovery for more accurate threaded replies.
**Connect your AI assistant to QQ — private chat, group chat, and rich media, all in one plugin.**
@@ -58,7 +58,7 @@ QQ quote events carry index keys (e.g. `REFIDX_xxx`) instead of full original me
- Store path: `~/.openclaw/qqbot/data/ref-index.jsonl` (survives gateway restart).
- Quote body may include text + media summary (image/voice/video/file).
-
+
### 🎙️ Voice Messages (STT)
diff --git a/README.zh.md b/README.zh.md
index 07e0adc..d7259b1 100644
--- a/README.zh.md
+++ b/README.zh.md
@@ -6,7 +6,7 @@
# QQ Bot — OpenClaw 渠道插件
-**最新版本:`1.5.7`** —— 新增引用消息上下文(QQ `REFIDX_*`)与持久化索引恢复,提升串联回复准确性。
+**最新版本:`1.5.7`** —— 新增引用消息上下文与持久化索引,提升串联回复准确性。
**让你的 AI 助手接入 QQ — 私聊、群聊、富媒体,一个插件全搞定。**