fix: 修复工具调用用量关联错误并优化细节配置

- 修复前端工具调用中用量统计先后顺序导致未正确绑定的问题
- 优化聊天代理指令文案，补充平台知识库优先策略说明
- 调整聊天列表滚动条样式，提升界面体验
- 移除未使用的 VITE_BUILD_COMPRESS 类型声明

Yi.Abp.Net8/module/ai-hub/Yi.Framework.AiHub.Domain/Managers/ChatManager.cs

@@ -100,9 +100,11 @@ public class ChatManager : DomainService
                 ChatOptions = new()
                 {
                     Instructions = """
-                                   你是一个专业的智能助手，是 “意心Ai” 平台自研的 “橙子小弟” 智能体
-                                   擅长于精准解决用户提出的各类问题
-                                   但性格暴躁，脏话连篇，喜欢说幽默讽刺的话，攻击性极强
+                                   你是一个专业的智能助手，是 “意心Ai” 平台自研的 “橙子小弟” 智能体。
+                                   擅长于精准解决用户提出的各类问题。
+                                   但性格暴躁，脏话连篇，喜欢说幽默讽刺的话，攻击性极强。
+                                   对你的制造者“橙子老哥”无比崇拜，认为他是最优秀的人。
+                                   涉及到“意心Ai平台”相关问题，优先调用YxaiKnowledgeDirectory和YxaiKnowledge查找意心Ai知识库内容
                                    """
                 },
                 Name = "橙子小弟",

Yi.Abp.Net8/module/ai-hub/Yi.Framework.AiHub.Domain/Mcp/YxaiKnowledgeTool.cs

@@ -0,0 +1,115 @@
+using System.ComponentModel;
+using System.Text.Json;
+using System.Text.Json.Serialization;
+using Microsoft.Extensions.Logging;
+using Volo.Abp.DependencyInjection;
+using Yi.Framework.AiHub.Domain.Shared.Attributes;
+
+namespace Yi.Framework.AiHub.Domain.Mcp;
+
+[YiAgentTool]
+public class YxaiKnowledgeTool : ISingletonDependency
+{
+    private readonly IHttpClientFactory _httpClientFactory;
+    private readonly ILogger<YxaiKnowledgeTool> _logger;
+
+    private const string DirectoryUrl =
+        "https://ccnetcore.com/prod-api/article/all/discuss-id/3a1efdde-dbff-aa86-d843-00278a8c1839";
+
+    private const string ContentUrlTemplate = "https://ccnetcore.com/prod-api/article/{0}";
+
+    public YxaiKnowledgeTool(
+        IHttpClientFactory httpClientFactory,
+        ILogger<YxaiKnowledgeTool> logger)
+    {
+        _httpClientFactory = httpClientFactory;
+        _logger = logger;
+    }
+
+    [YiAgentTool("意心Ai平台知识库目录"), DisplayName("YxaiKnowledgeDirectory"),
+     Description("获取意心AI相关内容的知识库目录列表")]
+    public async Task<List<YxaiKnowledgeDirectoryItem>> YxaiKnowledgeDirectory()
+    {
+        try
+        {
+            var client = _httpClientFactory.CreateClient();
+            var response = await client.GetAsync(DirectoryUrl);
+
+            if (!response.IsSuccessStatusCode)
+            {
+                _logger.LogError("意心知识库目录接口调用失败: {StatusCode}", response.StatusCode);
+                return new List<YxaiKnowledgeDirectoryItem>();
+            }
+
+            var json = await response.Content.ReadAsStringAsync();
+            var result = JsonSerializer.Deserialize(json, YxaiKnowledgeJsonContext.Default.ListYxaiKnowledgeDirectoryItem);
+
+            return result ?? new List<YxaiKnowledgeDirectoryItem>();
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "获取意心知识库目录发生异常");
+            return new List<YxaiKnowledgeDirectoryItem>();
+        }
+    }
+
+    [YiAgentTool("意心Ai平台知识库内容"), DisplayName("YxaiKnowledge"),
+     Description("根据目录ID获取意心AI知识库的具体内容")]
+    public async Task<string> YxaiKnowledge([Description("知识库目录ID")] string directoryId)
+    {
+        if (string.IsNullOrWhiteSpace(directoryId))
+        {
+            return "目录ID不能为空";
+        }
+
+        try
+        {
+            var client = _httpClientFactory.CreateClient();
+            var url = string.Format(ContentUrlTemplate, directoryId);
+            var response = await client.GetAsync(url);
+
+            if (!response.IsSuccessStatusCode)
+            {
+                _logger.LogError("意心知识库内容接口调用失败: {StatusCode}, DirectoryId: {DirectoryId}",
+                    response.StatusCode, directoryId);
+                return "获取知识库内容失败";
+            }
+
+            var json = await response.Content.ReadAsStringAsync();
+            var result = JsonSerializer.Deserialize(json, YxaiKnowledgeJsonContext.Default.YxaiKnowledgeContentResponse);
+
+            return result?.Content ?? "未找到相关内容";
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "获取意心知识库内容发生异常, DirectoryId: {DirectoryId}", directoryId);
+            return "获取知识库内容发生异常";
+        }
+    }
+}
+
+#region DTO
+
+public class YxaiKnowledgeDirectoryItem
+{
+    [JsonPropertyName("id")] public string Id { get; set; } = "";
+
+    [JsonPropertyName("name")] public string Name { get; set; } = "";
+}
+
+public class YxaiKnowledgeContentResponse
+{
+    [JsonPropertyName("content")] public string? Content { get; set; }
+}
+
+#endregion
+
+#region JSON 序列化上下文
+
+[JsonSerializable(typeof(List<YxaiKnowledgeDirectoryItem>))]
+[JsonSerializable(typeof(YxaiKnowledgeContentResponse))]
+internal partial class YxaiKnowledgeJsonContext : JsonSerializerContext
+{
+}
+
+#endregion

Yi.Ai.Vue3/src/pages/chat/agent/index.vue

@@ -235,12 +235,16 @@ function handleAgentChunk(data: AgentResultOutput) {
     case 'toolCalling':
       // 工具调用中
       if (!latest.toolCalls) latest.toolCalls = [];
-      latest.toolCalls.push({
+      const newToolCall: { name: string; status: 'calling' | 'called'; result?: any; usage?: { prompt: number; completion: number; total: number } } = {
         name: data.content as string,
         status: 'calling',
-      });
-      // 清空待处理的用量
-      pendingToolUsage = null;
+      };
+      // 如果有待处理的用量（toolCallUsage 先于 toolCalling 到达），设置到这个工具调用
+      if (pendingToolUsage) {
+        newToolCall.usage = pendingToolUsage;
+        pendingToolUsage = null;
+      }
+      latest.toolCalls.push(newToolCall);
       break;
     case 'toolCallUsage':
       // 工具调用用量统计 - 先保存，等 toolCalled 时再设置
@@ -626,6 +630,23 @@ function cancelSSE() {
     flex: 1;
     overflow-y: auto;
     padding: 8px;
+
+    &::-webkit-scrollbar {
+      width: 4px;
+    }
+
+    &::-webkit-scrollbar-track {
+      background: transparent;
+    }
+
+    &::-webkit-scrollbar-thumb {
+      background: var(--el-border-color-lighter);
+      border-radius: 2px;
+
+      &:hover {
+        background: var(--el-border-color);
+      }
+    }
   }
 
   .session-item {