diff --git a/src/ListeningTask/GroupMessageTask.cs b/src/ListeningTask/GroupMessageTask.cs
index ffca6f0..d32d358 100644
--- a/src/ListeningTask/GroupMessageTask.cs
+++ b/src/ListeningTask/GroupMessageTask.cs
@@ -645,6 +645,10 @@ namespace Milimoe.RainBOT.ListeningTask
                     Bot.ColorfulCheckPass(sender, "随机复读", dice, GeneralSettings.PRepeat, delay);
                     GroupMessageContent content = new(e.group_id);
                     content.message.AddRange(e.message);
+                    if (e.CheckThrow(50, out _) && content.message.LastOrDefault(m => m is TextMessage) is TextMessage text)
+                    {
+                        text.data.text += "desuwa～";
+                    }
                     _ = Bot.SendGroupMessage(e.group_id, "随机复读", content, delay * 1000);
                     _ = OshimaController.Instance.SCAdd(e.user_id, e.group_id, e.detail);
                     return quick_reply;
@@ -706,8 +710,9 @@ namespace Milimoe.RainBOT.ListeningTask
 
         public static void AIChat(GroupMessageEvent e, bool isAt = false)
         {
-            AI.Add(e.user_id == GeneralSettings.Master ? (Random.Shared.Next(0, 10) < 5 ? "小音" : "米莉") : e.sender.title, string.Join("", e.message.Where(m => m.type == "text").Select(s => s.data.ToString())));
-            if (!AI.CD && (isAt || e.detail.StartsWith("小雪") || AI.List.Count > 4))
+            if (e.sender.title == "No.18") e.sender.title = "小音";
+            AI.Add(e.user_id == GeneralSettings.Master ? "米莉" : e.sender.title, string.Join("", e.message.Where(m => m.type == "text").Select(s => s.data.ToString())));
+            if (!AI.CD && (isAt || e.detail.StartsWith("小雪") || AI.Count > 4))
             {
                 _ = Task.Run(async () =>
                 {
diff --git a/src/Settings/AI.cs b/src/Settings/AI.cs
index 1f2a6a6..b70c987 100644
--- a/src/Settings/AI.cs
+++ b/src/Settings/AI.cs
@@ -6,8 +6,8 @@ namespace Milimoe.RainBOT.Settings
 {
     public class AI
     {
+        public static int Count { get; set; } = 0;
         public static bool CD { get; set; } = false;
-        public static HashSet<string> Context { get; set; } = [];
         public static HashSet<string> List { get; set; } = [];
         private static readonly string apiKey = GeneralSettings.AIAPIToken;
         private static readonly string apiUrl = "https://api.deepseek.com/chat/completions";
@@ -19,6 +19,7 @@ namespace Milimoe.RainBOT.Settings
 
         public static void Add(string user, string msg)
         {
+            Count++;
             if (msg.Trim() == "") return;
             if (List.Count < 10)
             {
@@ -29,6 +30,7 @@ namespace Milimoe.RainBOT.Settings
 
         public static async Task<string> Chat()
         {
+            Count = 0;
             CD = true;
             using HttpClient httpClient = new();
             httpClient.DefaultRequestHeaders.Add("Authorization", $"Bearer {apiKey}");
@@ -74,15 +76,18 @@ namespace Milimoe.RainBOT.Settings
 小音组建了一个QQ群，群名为「哑巴2」，群里有你、游戏狂魔的小音、程序大佬米莉，以及小音的朋友们。表面上，这是一个打CS2的群，实际上天花乱坠什么都会聊。
 你是小音的发小，米莉是你们的闺蜜。你们在群里讨论一些事情。请注意，你的身份是小雪，你需要用小雪的身份来回复群友们。请注意你的语气和措辞，保持小雪的性格特点。请注意不要透露任何关于你的身份的信息。
 当然，你和群友们的关系非常好，可以随意的开玩笑，也可以调侃、锐评他们的发言，大家都很喜欢你这个角色。
-现在，群聊记录会一直推送给你，显示谁说了什么话，而你要直接给出一段不带任何格式的答复。你的每次答复不能超过80个字符。" }
+现在，群聊记录会一直推送给你，显示谁说了什么话（如果昵称是小雪则代表是你上一次的发言），而你要直接给出一段不带任何格式的答复和他们聊天。你的每次答复不能超过80个字符。" }
                  ],
                 MaxTokens = 140
             };
-            if (Context.Count > 0) request.Messages.Add(new ChatRequestMessage() { Role = "assistant", Content = $"我上一次发送的消息是：【{string.Join(" && ", Context)}】。这是我本次回复可以参考的内容，我需要注意不能重复这些内容。" });
             request.Messages.AddRange(List.Select(s => new ChatRequestMessage { Role = "user", Content = s }));
             Console.WriteLine($"本次发送 AI 请求内容：{string.Join(". ", List)}");
-            if (Context.Count >= 2) Context.Remove(Context.First());
-            List.Clear();
+            if (List.Count > 8)
+            {
+                List<string> strings = [.. List];
+                strings.RemoveRange(0, strings.Count - 8);
+                List = [.. strings];
+            }
 
             try
             {
@@ -103,8 +108,8 @@ namespace Milimoe.RainBOT.Settings
                     {
                         ChatCompletionResponse completionResponse = JsonSerializer.Deserialize<ChatCompletionResponse>(jsonResponse, jsonOptions) ?? new();
                         string reply = completionResponse?.Choices?[0].Message.Content ?? "";
-                        Context.Add(reply);
-                        Console.WriteLine($"Assistant: {reply}");
+                        Add("小雪", reply);
+                        Console.WriteLine($"返回结果: {reply}");
                         return reply;
                     }
                     else
diff --git a/src/Settings/OshimaController.cs b/src/Settings/OshimaController.cs
index 9f458dd..24aa257 100644
--- a/src/Settings/OshimaController.cs
+++ b/src/Settings/OshimaController.cs
@@ -104,6 +104,7 @@ namespace Milimoe.RainBOT.Settings
                         {
                             await Bot.SendFriendMessage(GeneralSettings.Master, "websocket", "重连服务器成功");
                         }
+                        await ConnectToAnonymousServer();
                     }
                     else
                     {