diff --git a/src/onebot/api/group.ts b/src/onebot/api/group.ts
index 819c82ec..87020100 100644
--- a/src/onebot/api/group.ts
+++ b/src/onebot/api/group.ts
@@ -116,9 +116,10 @@ export class OneBotGroupApi {
             const member = await this.core.apis.GroupApi.getGroupMember(msg.peerUid, msg.senderUin);
             if (member && member.cardName !== msg.sendMemberName) {
                 const newCardName = msg.sendMemberName ?? '';
-                // 防止误触：如果新名片为空且旧名片不为空，不触发事件（可能是转发消息等场景的不可靠数据）
-                if (newCardName === '' && member.cardName !== '') {
-                    this.core.context.logger.logDebug('忽略不可靠的群名片变更事件', { 
+                // 防止误触：如果消息包含转发元素且新名片为空，不触发事件（转发消息的sendMemberName不可靠）
+                const hasForwardElement = msg.elements.some(e => e.multiForwardMsgElement || e.arkElement);
+                if (newCardName === '' && member.cardName !== '' && hasForwardElement) {
+                    this.core.context.logger.logDebug('忽略转发消息的不可靠群名片变更事件', { 
                         peerUid: msg.peerUid, 
                         senderUin: msg.senderUin, 
                         oldCard: member.cardName,