diff --git a/bun.lock b/bun.lock
index 6546001..71ead25 100644
--- a/bun.lock
+++ b/bun.lock
@@ -101,11 +101,11 @@
 
     "@egg/hooks": ["@egg/hooks@1.2.0", "https://git.yingbo.im:333/api/packages/zhaoyingbo/npm/%40egg%2Fhooks/-/1.2.0/hooks-1.2.0.tgz", { "dependencies": { "lodash": "*" } }, "sha512-pH9SViGCvdNHdXIpeqqgGODYPxq0HF+b0obKxcC11O1TT6QEpDRWgImZPRdFz0SwxG9VKjJFD+MuZpXmzar+kg=="],
 
-    "@egg/lark-msg-tool": ["@egg/lark-msg-tool@1.21.0", "https://git.yingbo.im:333/api/packages/zhaoyingbo/npm/%40egg%2Flark-msg-tool/-/1.21.0/lark-msg-tool-1.21.0.tgz", { "dependencies": { "@egg/logger": "^1.6.0", "winston": "*" } }, "sha512-+Vz56wgb9BBiAowmXCdcsLMKTQoBrXADalDAbI9PiLswIw6gAgQtoy8bixIiyGuKM0QB8McVBbvzc04ukJhUKw=="],
+    "@egg/lark-msg-tool": ["@egg/lark-msg-tool@1.21.1", "https://git.yingbo.im:333/api/packages/zhaoyingbo/npm/%40egg%2Flark-msg-tool/-/1.21.1/lark-msg-tool-1.21.1.tgz", { "dependencies": { "@egg/logger": "^1.7.0", "winston": "*" } }, "sha512-T4d3p4MGFmxEp2QsGXwoiOpHHOC28DWWGEM6/K36U6uOAvBjkE3RGoEdC2qD/25UZq4UCJuWvf5gIrSI2UH2Eg=="],
 
-    "@egg/logger": ["@egg/logger@1.6.0", "https://git.yingbo.im:333/api/packages/zhaoyingbo/npm/%40egg%2Flogger/-/1.6.0/logger-1.6.0.tgz", { "dependencies": { "winston": "*", "winston-daily-rotate-file": "*" } }, "sha512-BgtK74YK/7q/K3iUs3FGp3B+v4/IJlD9bgrJ/S7iHwgtgMgzl/4avZ5sXNHoZ7xPRhEuOh0ie7Br3MAWFnuuYg=="],
+    "@egg/logger": ["@egg/logger@1.7.0", "https://git.yingbo.im:333/api/packages/zhaoyingbo/npm/%40egg%2Flogger/-/1.7.0/logger-1.7.0.tgz", { "dependencies": { "winston": "*", "winston-daily-rotate-file": "*" } }, "sha512-7JanJKWCrffj2BzKQDaB9VDzy466wTRraeVn2f13OLYfeT40hkY5rtK0ngibFdpJQgjzwkcZJQQIa9TFJAQapw=="],
 
-    "@egg/net-tool": ["@egg/net-tool@1.32.2", "https://git.yingbo.im:333/api/packages/zhaoyingbo/npm/%40egg%2Fnet-tool/-/1.32.2/net-tool-1.32.2.tgz", { "dependencies": { "@egg/logger": "^1.6.0", "@gitbeaker/rest": "*", "winston": "*" } }, "sha512-e0iWiVob2DTIKfIDNCgBH9zp7B/MquWvHKmb7DH1lJa6YeyA0Nhp8h3EYZBUTwrUzUyaY83qqMXBJYgjg5zkKA=="],
+    "@egg/net-tool": ["@egg/net-tool@1.32.3", "https://git.yingbo.im:333/api/packages/zhaoyingbo/npm/%40egg%2Fnet-tool/-/1.32.3/net-tool-1.32.3.tgz", { "dependencies": { "@egg/logger": "^1.7.0", "@gitbeaker/rest": "*", "winston": "*" } }, "sha512-DpzZttIa+/PeB+PvLPCPoMEwHXuVVo1Ntob6dfuz8Lq1frBQ6G7LuDT0xm1rFjDnJcOauUum0SYmkhNsFQauJw=="],
 
     "@egg/path-tool": ["@egg/path-tool@1.4.1", "https://git.yingbo.im:333/api/packages/zhaoyingbo/npm/%40egg%2Fpath-tool/-/1.4.1/path-tool-1.4.1.tgz", {}, "sha512-PZE5kMRidZh3ahhmQJQG62wcApbCdmZihKQXYI5eAOhIbwm0hgB1sOUsais94sS9uEBQ+QpH0Om7sZ9w84rumw=="],
 
diff --git a/constant/config.ts b/constant/config.ts
index 9c6acf6..3e3ce7b 100644
--- a/constant/config.ts
+++ b/constant/config.ts
@@ -30,13 +30,14 @@ const initAppConfig = async () => {
   for (const env of envList) {
     APP_CONFIG[env.key] = env.value
   }
-  logger.info(`Get env list: ${JSON.stringify(APP_CONFIG)}`)
+  logger.info("获取环境变量列表", { envList: APP_CONFIG })
+
   // 获取所有应用信息
   const appList = await pbClient.collection<AppInfoModel>("app").getFullList()
   for (const app of appList) {
     APP_MAP[app.name] = app
   }
-  logger.info(`Get app list: ${JSON.stringify(APP_MAP)}`)
+  logger.info("获取应用列表", { appList: APP_MAP })
 }
 
 export default initAppConfig
diff --git a/controller/gitlabEvent/register.ts b/controller/gitlabEvent/register.ts
index 47be9d0..86e51e0 100644
--- a/controller/gitlabEvent/register.ts
+++ b/controller/gitlabEvent/register.ts
@@ -45,7 +45,7 @@ const openFunc = async (
   const { logger, larkBody, larkService, larkCard, db } = ctx
   const cardGender = larkCard.child("gitlabAgent")
   if (!projectId) {
-    logger.error(`项目ID格式错误，项目ID：${projectId}`)
+    logger.error("项目ID格式错误", { projectId })
     await larkService.message.replyCard(
       larkBody.messageId,
       cardGender.genErrorCard("项目ID格式错误，请检查项目ID是否正确")
@@ -57,7 +57,7 @@ const openFunc = async (
     ctx.gitlabService
   )
   if (!project) {
-    logger.error(`项目不存在，项目ID：${projectId}`)
+    logger.error("项目不存在", { projectId })
     await larkService.message.replyCard(
       larkBody.messageId,
       cardGender.genErrorCard(
@@ -70,7 +70,7 @@ const openFunc = async (
     [func]: true,
   })
   if (!newProj) {
-    logger.error(`更新项目失败，项目ID：${projectId}`)
+    logger.error("更新项目失败", { projectId })
     await larkService.message.replyCard(
       larkBody.messageId,
       cardGender.genErrorCard("操作失败，请稍后再试")
@@ -94,7 +94,7 @@ const closeFunc = async (
   const { logger, larkBody, larkService, larkCard, db } = ctx
   const cardGender = larkCard.child("gitlabAgent")
   if (!projectId) {
-    logger.error(`项目ID格式错误，项目ID：${projectId}`)
+    logger.error("项目ID格式错误", { projectId })
     await larkService.message.replyCard(
       larkBody.messageId,
       cardGender.genErrorCard("项目ID格式错误，请检查项目ID是否正确")
@@ -103,7 +103,7 @@ const closeFunc = async (
   }
   const project = await db.gitlabProject.getByProjectId(projectId)
   if (!project) {
-    logger.error(`项目不存在，项目ID：${projectId}`)
+    logger.error("项目不存在", { projectId })
     await larkService.message.replyCard(
       larkBody.messageId,
       cardGender.genSuccessCard(
@@ -116,7 +116,7 @@ const closeFunc = async (
     [func]: false,
   })
   if (!newProj) {
-    logger.error(`更新项目失败，项目ID：${projectId}`)
+    logger.error("更新项目失败", { projectId })
     await larkService.message.replyCard(
       larkBody.messageId,
       cardGender.genErrorCard("操作失败，请稍后再试")
diff --git a/controller/groupAgent/agent.ts b/controller/groupAgent/agent.ts
index 2a063c2..9dacf8b 100644
--- a/controller/groupAgent/agent.ts
+++ b/controller/groupAgent/agent.ts
@@ -18,7 +18,7 @@ const agent = async (ctx: Context) => {
   )
   // 使用大模型解析用户输入
   const { startTime, endTime } = await llm.timeParser(msgText, requestId)
-  logger.info(`Parsed time: startTime: ${startTime}, endTime: ${endTime}`)
+  logger.info("解析的时间范围", { startTime, endTime })
   // 更新卡片
   await message.updateOrReply(
     cardGender.genPendingCard("正在爬楼中，请稍等...")
@@ -35,7 +35,7 @@ const agent = async (ctx: Context) => {
       excludedMessageIds: [loadingMessageId, messageId],
       excludeMentions: [appInfo.appName],
     })
-  logger.debug(`Chat history: ${JSON.stringify(chatHistory)}`)
+  logger.debug("获取的聊天记录", { count: chatHistory.length })
 
   // 根据Mention，拼装原始消息
   let userInput = rawMsgText.trim()
@@ -62,13 +62,14 @@ const agent = async (ctx: Context) => {
       },
       requestId
     )) as string
-    logger.info(
-      `LLM invoked successfully, see detail: http://langfuse.ai.srv/project/cm1j2tkj9001gukrgdvc1swuw/sessions/${requestId}`
-    )
+    logger.info("LLM调用成功", {
+      requestId,
+      url: `http://langfuse.ai.srv/project/cm1j2tkj9001gukrgdvc1swuw/sessions/${requestId}`,
+    })
     const cleanedLlmRes = cleanLLMRes(llmRes)
     await message.updateOrReply(cardGender.genSuccessCard(cleanedLlmRes))
   } catch (error: any) {
-    logger.error(`Failed to invoke llm: ${error.message}`)
+    logger.error("LLM调用失败", { error: error.message })
     await message.updateOrReply(
       cardGender.genErrorCard("LLM调用失败: " + error.message)
     )
diff --git a/controller/groupAgent/chatHistory.ts b/controller/groupAgent/chatHistory.ts
index c133c72..0baa38e 100644
--- a/controller/groupAgent/chatHistory.ts
+++ b/controller/groupAgent/chatHistory.ts
@@ -165,9 +165,13 @@ const getChatHistory = async (
     [...senders].filter((sender) => !mentions.has(sender))
   )
 
-  logger.debug(`Mentions: ${JSON.stringify([...mentions.entries()])}`)
-  logger.debug(`Senders: ${JSON.stringify([...senders])}`)
-  logger.debug(`No mention senders: ${JSON.stringify([...noMentionSenders])}`)
+  logger.debug("获取聊天消息提及用户信息", {
+    mentions: [...mentions.entries()],
+  })
+  logger.debug("获取消息发送者信息", { senders: [...senders] })
+  logger.debug("获取未被提及的发送者信息", {
+    noMentionSenders: [...noMentionSenders],
+  })
 
   // 从接口获取用户名
   if (noMentionSenders.size !== 0) {
@@ -175,13 +179,13 @@ const getChatHistory = async (
       const {
         data: { items },
       } = await larkService.user.batchGet([...noMentionSenders])
-      logger.debug(`Get user info: ${JSON.stringify(items)}`)
+      logger.debug("获取用户详细信息", { items })
       for (const item of items) {
         mentions.set(item.open_id, item.name)
       }
     } catch (error) {
       // 报错了可以不处理，只是没有名字而已
-      logger.error(`Failed to get user info: ${error}`)
+      logger.error("获取用户信息失败", { error })
     }
   }
 
diff --git a/controller/groupAgent/report.ts b/controller/groupAgent/report.ts
index 9007def..3223bcb 100644
--- a/controller/groupAgent/report.ts
+++ b/controller/groupAgent/report.ts
@@ -26,7 +26,7 @@ const genSummary = async (
     appInfo,
     larkService: { message },
   } = ctx
-  logger.info(`genSummary ${timeScope} by ${trigger}`)
+  logger.info("生成摘要", { timeScope, trigger })
   const cardGender = larkCard.child("groupAgent")
   try {
     if (trigger === "manual") {
@@ -128,7 +128,7 @@ const genSummary = async (
 const genAllReport = async (timeScope: "daily" | "weekly" = "daily") => {
   const ctx = await genContextManually()
   const { logger, db } = ctx
-  logger.info(`genAllReport ${timeScope}`)
+  logger.info("生成所有群聊总结", { timeScope })
   try {
     // 获取所有需要自动总结的群组
     const chatList = await db.chat.getNeedSummaryChats("all")
@@ -163,7 +163,7 @@ const gen4Test = async (ctx: Context, timeScope: "daily" | "weekly") => {
     larkBody: { chatId },
   } = ctx
   try {
-    logger.info(`timeScope: ${timeScope}`)
+    logger.info("手动生成日报或者周报", { timeScope })
     // 总结
     await genSummary(ctx, timeScope, "manual")
   } catch (error: any) {
diff --git a/controller/intentAgent/index.ts b/controller/intentAgent/index.ts
index 65ca3fc..6c480f7 100644
--- a/controller/intentAgent/index.ts
+++ b/controller/intentAgent/index.ts
@@ -100,13 +100,13 @@ const agent = async (ctx: Context): Promise<Intent> => {
     if (parsedIntent) {
       try {
         IntentSchema.parse(parsedIntent)
-        logger.debug("Intent is valid: " + JSON.stringify(parsedIntent))
+        logger.debug("意图验证有效", { intent: parsedIntent })
         return parsedIntent
       } catch (e: any) {
-        logger.error("Invalid intent: " + String(e.errors))
+        logger.error("意图验证失败", { error: String(e.errors) })
       }
     } else {
-      logger.error("Parsed intent is null")
+      logger.error("意图解析为空", { rawIntent })
     }
 
     attempts++
diff --git a/controller/reportAgent/index.ts b/controller/reportAgent/index.ts
index ea1ee60..143349e 100644
--- a/controller/reportAgent/index.ts
+++ b/controller/reportAgent/index.ts
@@ -96,7 +96,12 @@ const insert2Sheet = async (
       ],
     ])
   } catch (error: any) {
-    logger.error(`Failed to insert2Sheet: ${error}`)
+    logger.error("表格数据插入失败", {
+      error: error.message,
+      link,
+      sheetToken,
+      range,
+    })
   }
 }
 
@@ -222,7 +227,11 @@ const agent = async (ctx: Context, link: string, userDescription: string) => {
       )
     )
   } catch (error: any) {
-    logger.error(`Failed gen report: ${error}`)
+    logger.error("简报生成失败", {
+      error: error.message,
+      link,
+      userDescription,
+    })
     await message.updateOrReply(
       cardGender.genErrorCard(`简报生成失败: ${error.message}`)
     )
@@ -233,7 +242,7 @@ const agent = async (ctx: Context, link: string, userDescription: string) => {
  * 解析表格信息
  * @param {Context} ctx - 上下文对象
  * @param {string} sheetUrl - 表格链接
- * @returns {Promise<{sheetToken: string, range: string}>} - 返回表格信息
+ * @returns {Promise<{ sheetToken: string; range: string }>} - 返回表格信息
  * @throws {Error} - 当解析失败时抛出错误
  */
 const parseSheetInfo = async (
@@ -306,7 +315,7 @@ const setSheet = async (ctx: Context, sheetUrl: string) => {
       cardGender.genSuccessCard("简报汇总表创建成功")
     )
   } catch (error: any) {
-    logger.error(`Failed setSheet: ${error}`)
+    logger.error("简报汇总表设置失败", { error: error.message, sheetUrl })
     await larkService.message.updateOrReply(
       cardGender.genErrorCard(`简报汇总表设置失败: ${error.message}`)
     )
diff --git a/controller/searchAgent/index.ts b/controller/searchAgent/index.ts
index ca17816..8c0020b 100644
--- a/controller/searchAgent/index.ts
+++ b/controller/searchAgent/index.ts
@@ -56,7 +56,7 @@ const agent = async (ctx: Context, query: string) => {
     const answer = await generateAnswer(ctx, searchRes)
     await message.updateOrReply(cardGender.genSuccessCard(answer))
   } catch (error: any) {
-    logger.error(`searchAgent error: ${error}`)
+    logger.error("检索Agent调用失败", { error: error.message })
     await message.updateOrReply(
       cardGender.genErrorCard(`检索失败: ${error.message}`)
     )
diff --git a/controller/sheet/createKVTemp.ts b/controller/sheet/createKVTemp.ts
index 614b791..b388cd7 100644
--- a/controller/sheet/createKVTemp.ts
+++ b/controller/sheet/createKVTemp.ts
@@ -32,7 +32,7 @@ const create = async ({
 
   const token = `${fileToken}|${tableId}|${viewId}`
 
-  logger.info(`create KV bitable successfully: ${{ link, token }}`)
+  logger.info("创建KV模板成功", { link, token })
 
   return {
     code: 0,
@@ -95,7 +95,7 @@ const createFromEvent = async (ctx: Context) => {
       cardGender.genTempCard("createKVSuccess", createRes.data) as string
     )
   } catch (e: any) {
-    logger.error(`create KV bitable failed: ${e.message}`)
+    logger.error("创建KV模板失败", { error: e.message })
     larkService.message.sendCard2Chat(
       chatId,
       cardGender.genErrorCard(`创建失败：${e.message}`) as string
diff --git a/controller/soupAgent/index.ts b/controller/soupAgent/index.ts
index 6dece46..8af3619 100644
--- a/controller/soupAgent/index.ts
+++ b/controller/soupAgent/index.ts
@@ -22,13 +22,13 @@ const startOrStopGame = async (
   } = ctx
   const cardGender = larkCard.child("soupAgent")
   if (!chatId) {
-    logger.error("chatId is required")
+    logger.error("缺少聊天ID", { chatId })
     return
   }
   // 获取正在进行中的游戏
   const activeGame = await db.soupGame.getActiveOneByChatId(chatId)
   if (!activeGame) {
-    logger.info(`chatId: ${chatId} has no active game`)
+    logger.info("没有找到活跃的游戏", { chatId })
   }
   // 停止游戏
   if (!value) {
@@ -40,10 +40,10 @@ const startOrStopGame = async (
       return
     }
     // 有进行中的游戏，关闭游戏
-    logger.info(`chatId: ${chatId} is closing the game`)
+    logger.info("正在关闭游戏", { chatId })
     const res = await db.soupGame.close(activeGame.id)
     if (!res) {
-      logger.error(`chatId: ${chatId} failed to close the game`)
+      logger.error("游戏关闭失败", { chatId })
       await message.updateOrReply(
         cardGender.genErrorCard(SoupGameMessage.startFailed)
       )
@@ -78,17 +78,17 @@ const startOrStopGame = async (
 
   // 开始游戏，有进行中的游戏
   if (activeGame) {
-    logger.info(`chatId: ${chatId} has an active game`)
+    logger.info("已存在进行中的游戏", { chatId })
     await message.updateOrReply(
       cardGender.genSuccessCard(SoupGameMessage.hasStarted)
     )
     return
   }
-  logger.info(`chatId: ${chatId} is starting a new game`)
+  logger.info("开始新游戏", { chatId })
   // 没有进行中的游戏，开始新游戏
   const game = await attachService.startSoup()
   if (!game) {
-    logger.error(`chatId: ${chatId} failed to start a new game`)
+    logger.error("新游戏启动失败", { chatId })
     await message.updateOrReply(
       cardGender.genErrorCard(SoupGameMessage.startFailed)
     )
@@ -103,13 +103,13 @@ const startOrStopGame = async (
   }
   const res = await db.soupGame.create(newSoupGame)
   if (!res) {
-    logger.error(`chatId: ${chatId} failed to create a new game`)
+    logger.error("游戏创建失败", { chatId })
     await message.updateOrReply(
       cardGender.genErrorCard(SoupGameMessage.startFailed)
     )
     return
   }
-  logger.info(`chatId: ${chatId} created a new game`)
+  logger.info("新游戏创建成功", { chatId, gameId: res.id })
   // 回复用户模型的消息
   await message.updateOrReply(
     cardGender.genCard("markdownSuccessCard", {
@@ -137,7 +137,7 @@ const chat2Soup = async (ctx: Context) => {
   message.setReplyMessage(messageId, "text")
   const activeGame = await db.soupGame.getActiveOneByChatId(chatId)
   if (!activeGame) {
-    logger.info(`chatId: ${chatId} has no active game`)
+    logger.info("没有找到活跃的游戏", { chatId })
     return
   }
   await message.updateOrReply("模型生成中...")
@@ -148,7 +148,7 @@ const chat2Soup = async (ctx: Context) => {
     history: "",
   })
   if (!res) {
-    logger.error(`chatId: ${chatId} failed to get soup result`)
+    logger.error("获取汤面结果失败", { chatId })
     await message.updateOrReply(SoupGameMessage.chatFailed)
     return
   }
diff --git a/db/base/index.ts b/db/base/index.ts
index 742097f..79809f8 100644
--- a/db/base/index.ts
+++ b/db/base/index.ts
@@ -56,12 +56,17 @@ class PbToolBase<T extends RecordModel> {
   ) => {
     try {
       const result = await fn()
-      this.logger.debug(`PocketBase ${operation} 成功 [${this.dbName}]`)
+      this.logger.debug(`PocketBase ${operation} 成功`, {
+        collection: this.dbName,
+        operation,
+      })
       return result
     } catch (err: any) {
-      this.logger.error(
-        `PocketBase ${operation} 失败 [${this.dbName}]: ${err.message}`
-      )
+      this.logger.error(`PocketBase ${operation} 失败`, {
+        collection: this.dbName,
+        operation,
+        error: err.message,
+      })
       return null
     }
   }
@@ -78,7 +83,7 @@ class PbToolBase<T extends RecordModel> {
    * ```
    */
   public create = async (data: Partial<T>) => {
-    this.logger.info(`创建${this.dbName}记录`)
+    this.logger.info(`创建记录`, { collection: this.dbName, data })
     return this.managePbError<T>(
       () => this.pbClient.collection(this.dbName).create(data),
       "create"
@@ -99,7 +104,7 @@ class PbToolBase<T extends RecordModel> {
    * ```
    */
   public get = async <R extends T = T>(id: string, options?: RecordOptions) => {
-    this.logger.info(`获取${this.dbName}记录 [ID: ${id}]`)
+    this.logger.info(`获取记录`, { collection: this.dbName, id, options })
     return this.managePbError<R>(
       () => this.pbClient.collection(this.dbName).getOne(id, options),
       "get"
@@ -125,7 +130,7 @@ class PbToolBase<T extends RecordModel> {
     data: Partial<T>,
     options?: RecordOptions
   ) => {
-    this.logger.info(`更新${this.dbName}记录 [ID: ${id}]`)
+    this.logger.info(`更新记录`, { collection: this.dbName, id, data, options })
     return this.managePbError<R>(
       () => this.pbClient.collection(this.dbName).update(id, data, options),
       "update"
@@ -145,7 +150,7 @@ class PbToolBase<T extends RecordModel> {
    * ```
    */
   public delete = async (id: string, options?: CommonOptions) => {
-    this.logger.info(`删除${this.dbName}记录 [ID: ${id}]`)
+    this.logger.info(`删除记录`, { collection: this.dbName, id, options })
     return this.managePbError(
       () => this.pbClient.collection(this.dbName).delete(id, options),
       "delete"
@@ -168,9 +173,12 @@ class PbToolBase<T extends RecordModel> {
    * ```
    */
   public list = async <R extends T = T>(options?: RecordFullListOptions) => {
-    const filterInfo = options?.filter ? ` [过滤: ${options.filter}]` : ""
-    const sortInfo = options?.sort ? ` [排序: ${options.sort}]` : ""
-    this.logger.info(`获取${this.dbName}记录列表${filterInfo}${sortInfo}`)
+    this.logger.info(`获取记录列表`, {
+      collection: this.dbName,
+      filter: options?.filter,
+      sort: options?.sort,
+      options,
+    })
     return this.managePbError<R[]>(
       () => this.pbClient.collection(this.dbName).getFullList(options),
       "list"
@@ -194,7 +202,11 @@ class PbToolBase<T extends RecordModel> {
     filter: string,
     options?: RecordListOptions
   ) => {
-    this.logger.info(`获取${this.dbName}第一条匹配记录 [过滤: ${filter}]`)
+    this.logger.info(`获取第一条匹配记录`, {
+      collection: this.dbName,
+      filter,
+      options,
+    })
     return this.managePbError<R>(
       () =>
         this.pbClient.collection(this.dbName).getFirstListItem(filter, options),
diff --git a/db/chat/index.ts b/db/chat/index.ts
index 0cad199..74a4e82 100644
--- a/db/chat/index.ts
+++ b/db/chat/index.ts
@@ -87,12 +87,12 @@ class ChatDB extends PbToolBase<ChatModel> {
   public getByCtx = async ({ larkService, larkBody }: Context) => {
     const { chatId } = larkBody
     if (!chatId) {
-      this.logger.error(`chatId is empty`)
+      this.logger.error("chatId 为空")
       return null
     }
     const chat = await this.getOneByChatId(chatId)
     if (chat) return chat
-    this.logger.info(`chat ${chatId} not found, try to get from lark`)
+    this.logger.info("群聊不在数据库里，尝试从飞书获取", { chatId })
     const chatInfo = await larkService.chat.getChatInfo(chatId)
     if (!chatInfo || chatInfo.code !== 0) return null
     const { name, avatar, chat_mode } = chatInfo.data
diff --git a/index.ts b/index.ts
index e21b672..f6769f2 100644
--- a/index.ts
+++ b/index.ts
@@ -27,8 +27,14 @@ const bunServer = Bun.serve({
       path.exact("/sheet") ||
       path.startsWith("/micro_app")
     ) {
-      logger.info(`${req.method} ${req.url}`)
-      logger.debug(`req body: ${ctx.text}`)
+      // 使用结构化日志，适合JSON模式
+      logger.info("收到请求", {
+        method: req.method,
+        url: req.url,
+      })
+      logger.debug("请求体内容", {
+        body: ctx.text,
+      })
     }
     // 逻辑处理
     try {
@@ -48,16 +54,18 @@ const bunServer = Bun.serve({
       return genResp.healthCheck("hello, there is egg, glade to serve you!")
     } catch (error: any) {
       // 错误处理
-      logger.error(error.message)
+      logger.error("服务器错误", {
+        message: error.message,
+        stack: error.stack,
+      })
       return genResp.serverError(error.message || "server error")
     }
   },
-  error(error) {
-    logger.error(`Error: ${error}`)
-    logger.error(`Stack: ${error.stack}`)
-    return new Response("Internal Error", { status: 500 })
-  },
   port: 3000,
 })
 
-logger.info(`Listening on ${bunServer.hostname}:${bunServer.port}`)
+// 使用结构化日志记录服务启动信息
+logger.info("服务器启动", {
+  hostname: bunServer.hostname,
+  port: bunServer.port,
+})
diff --git a/package.json b/package.json
index 5a7d21d..38df706 100644
--- a/package.json
+++ b/package.json
@@ -38,9 +38,9 @@
   },
   "dependencies": {
     "@egg/hooks": "^1.2.0",
-    "@egg/lark-msg-tool": "^1.21.0",
-    "@egg/logger": "^1.6.0",
-    "@egg/net-tool": "^1.32.2",
+    "@egg/lark-msg-tool": "^1.21.1",
+    "@egg/logger": "^1.7.0",
+    "@egg/net-tool": "^1.32.3",
     "@egg/path-tool": "^1.4.1",
     "@langchain/core": "^0.3.42",
     "@langchain/langgraph": "^0.2.56",
diff --git a/routes/bot/actionMsg.ts b/routes/bot/actionMsg.ts
index ff5e91c..adaf1c2 100644
--- a/routes/bot/actionMsg.ts
+++ b/routes/bot/actionMsg.ts
@@ -14,7 +14,7 @@ const manageAction = async (ctx: Context) => {
   const { cardGroup } = actionValue as {
     cardGroup: keyof typeof GROUP_MAP
   }
-  logger.info(`Got lark action cardGroup: ${cardGroup}`)
+  logger.info("获取到飞书卡片Action", { cardGroup })
   if (!cardGroup) return
   const func = GROUP_MAP[cardGroup] as (ctx: Context) => Promise<any>
   if (!func) return
diff --git a/routes/bot/eventMsg.ts b/routes/bot/eventMsg.ts
index 3fedd29..8c0c1e9 100644
--- a/routes/bot/eventMsg.ts
+++ b/routes/bot/eventMsg.ts
@@ -15,11 +15,11 @@ const filterIllegalMsg = async (ctx: Context): Promise<boolean> => {
   const { body, logger, larkService, larkBody } = ctx
   const { chatId, msgType, msgText } = larkBody
   // 没有chatId的消息不处理
-  logger.info(`bot req chatId: ${chatId}`)
+  logger.info("接收到机器人请求", { chatId })
   if (!chatId) return true
 
   // 获取msgType
-  logger.info(`bot req msgType: ${msgType}`)
+  logger.info("处理机器人消息类型", { msgType })
   // 放行纯文本消息
   if (msgType === "text") {
     // 过滤艾特全体成员的消息
@@ -32,14 +32,14 @@ const filterIllegalMsg = async (ctx: Context): Promise<boolean> => {
 
   // 发表情包就直接发回去
   if (msgType === "sticker") {
-    logger.info(`got a sticker message, chatId: ${chatId}`)
+    logger.info("收到表情包消息", { chatId })
     const content = body?.event?.message?.content
     larkService.message.send("chat_id", chatId, "sticker", content)
   }
 
   // 非表情包其他的信息都不处理
   else {
-    logger.info(`got a illegal message, chatId: ${chatId}`)
+    logger.info("收到不支持的消息类型", { chatId, msgType })
     larkService.message.sendText2Chat(
       chatId,
       "哇！这是什么东东？我只懂普通文本啦！[可爱]"
@@ -62,13 +62,13 @@ const manageIntent = async (ctx: Context) => {
     larkBody: { msgText, chatId },
     larkCard,
   } = ctx
-  logger.info(`bot req text: ${msgText}`)
+  logger.info("收到文本消息内容", { msgText })
   await message.updateOrReply(
     larkCard.genPendingCard("正在理解您的意图，请稍等...")
   )
   try {
     const intentRes = await intentAgent.agent(ctx)
-    logger.info(`intentRes: ${JSON.stringify(intentRes)}`)
+    logger.info("意图分析结果", { intentRes })
     // 链接总结
     if (intentAgent.isBriefing(intentRes)) {
       reportAgent
@@ -145,7 +145,7 @@ const manageIntent = async (ctx: Context) => {
         break
     }
   } catch (error) {
-    logger.error(`manageIntent error: ${error}`)
+    logger.error("意图分析处理失败", { error })
     await message.updateOrReply(larkCard.genErrorCard(`意图分析失败`))
   }
 }
diff --git a/routes/bot/index.ts b/routes/bot/index.ts
index c7bb959..e95b038 100644
--- a/routes/bot/index.ts
+++ b/routes/bot/index.ts
@@ -8,7 +8,7 @@ import { manageEventMsg } from "./eventMsg"
  * @returns {Promise<Response>} 返回响应对象
  */
 export const manageBotReq = async (ctx: Context): Promise<Response> => {
-  const { body, larkBody } = ctx
+  const { body, larkBody, logger } = ctx
 
   // 检查请求体是否为空
   if (!body) {
@@ -17,7 +17,7 @@ export const manageBotReq = async (ctx: Context): Promise<Response> => {
 
   // 验证机器人
   if (body.type === "url_verification") {
-    ctx.logger.info(`bot challenge: ${body.challenge}`)
+    logger.info("机器人验证", { challenge: body.challenge })
     return Response.json({ challenge: body.challenge })
   }
 
diff --git a/routes/microApp/index.ts b/routes/microApp/index.ts
index 59dddfc..e66de22 100644
--- a/routes/microApp/index.ts
+++ b/routes/microApp/index.ts
@@ -10,10 +10,10 @@ import { Context } from "../../types"
  */
 const manageLogin = async (ctx: Context) => {
   const { req, genResp, logger, requestId } = ctx
-  logger.info("micro app login")
   const url = new URL(req.url)
   const code = url.searchParams.get("code")
   const appName = url.searchParams.get("app_name")
+  logger.info("小程序登录", { code, appName })
   if (!code) {
     return genResp.badRequest("code not found")
   }
@@ -38,7 +38,7 @@ const manageLogin = async (ctx: Context) => {
     message,
   } = await larkService.user.code2Login(code)
 
-  logger.debug(`get user session: ${JSON.stringify(data)}`)
+  logger.debug("获取到用户信息", { data })
 
   if (resCode !== 0) {
     return genResp.serverError(message)
@@ -54,9 +54,13 @@ const manageLogin = async (ctx: Context) => {
  */
 const manageBatchUser = async (ctx: Context) => {
   const { body, genResp, logger, requestId } = ctx
-  logger.info("batch get user info")
   if (!body) return genResp.badRequest("req body is empty")
   const { user_ids, user_id_type, app_name } = body
+  logger.info("批量获取用户信息", {
+    ids: user_ids,
+    type: user_id_type,
+    app: app_name,
+  })
   if (!user_ids) {
     return genResp.badRequest("user_ids not found")
   }
@@ -83,7 +87,7 @@ const manageBatchUser = async (ctx: Context) => {
     user_id_type
   )
 
-  logger.debug(`batch get user info: ${JSON.stringify(data)}`)
+  logger.debug("批量获取用户信息成功", { data })
 
   if (code !== 0) {
     return genResp.serverError(message)
diff --git a/routes/modelProxy/index.ts b/routes/modelProxy/index.ts
index 4a50801..c8a3519 100644
--- a/routes/modelProxy/index.ts
+++ b/routes/modelProxy/index.ts
@@ -9,7 +9,7 @@ export const manageModelProxyReq = async (ctx: Context) => {
   const { req, headers, logger, path } = ctx
   if (!path.exact("/v1/models")) {
     const auth = headers.get("Authorization")
-    logger.info(`Start Model Proxy, Authorization: ${auth}`)
+    logger.info("开始模型代理转发", { Authorization: auth })
     if (!auth || auth !== "Bearer sk-21a2ce1c2ee94bc2933798eac1bbcadc") {
       return ctx.genResp.forbidden("Authorization required")
     }
@@ -46,7 +46,7 @@ export const manageModelProxyReq = async (ctx: Context) => {
     const { readable, writable } = new TransformStream()
     response.body
       ?.pipeTo(writable)
-      .catch((err) => logger.error("Stream error:", err))
+      .catch((err) => logger.error("流式响应传输失败", { error: err.message }))
 
     return new Response(readable, {
       status: response.status,
diff --git a/schedule/byteMonitor.ts b/schedule/byteMonitor.ts
index b22e7bc..be731d9 100644
--- a/schedule/byteMonitor.ts
+++ b/schedule/byteMonitor.ts
@@ -125,7 +125,7 @@ const translateHTML = async (ctx: Context, rawHtml: string) => {
 
   const uniqueTexts = [...new Set(needTranslateText)]
 
-  logger.debug(`uniqueTexts: ${uniqueTexts}`)
+  logger.debug("需要翻译的文本", { uniqueTexts })
 
   // 翻译，拆分为多个请求以避免超长
   const chunkSize = 20
@@ -214,7 +214,7 @@ const writeHtml = async (html: string, version: number) => {
 const byteMonitor = async () => {
   const ctx = await genContextManually()
   const { logger, larkService, appInfo } = ctx
-  logger.info("byteMonitor start")
+  logger.info("开始翻译bytes.dev页面")
   try {
     const latestId = await getLatestId()
     if (!latestId) throw new Error("getLatestId empty")
@@ -229,12 +229,10 @@ const byteMonitor = async () => {
       `页面链接：https://mi-chat-fe.cnbj1.mi-fds.com/mi-chat-fe/bytes/${newId}.html`,
       "byteMonitor 更新"
     )
-  } catch (error) {
-    console.error(error)
-    const errorMessage = `byteMonitor error: ${error}`
-    logger.error(errorMessage)
+  } catch (error: any) {
+    logger.error("bytes翻译失败", { error: error.message })
   } finally {
-    logger.info("byteMonitor finished")
+    logger.info("bytes翻译结束")
   }
 }
 
diff --git a/schedule/fmMonitor.ts b/schedule/fmMonitor.ts
index 926a16a..d0573ae 100644
--- a/schedule/fmMonitor.ts
+++ b/schedule/fmMonitor.ts
@@ -34,7 +34,7 @@ const diffPbContent = async (title: string): Promise<boolean> => {
  */
 const fmMonitor = async (): Promise<void> => {
   const { larkService, logger, appInfo } = await genContextManually()
-  logger.info("fmMonitor start")
+  logger.info("观棋有语监控开始")
   try {
     const title = await getLatestTitle()
     if (!title) throw new Error("getLatestTitle empty")
@@ -48,10 +48,10 @@ const fmMonitor = async (): Promise<void> => {
       title,
       "fmMonitor 节目更新"
     )
-    logger.info("fmMonitor success")
-  } catch (error) {
+    logger.info("观棋有语监控成功")
+  } catch (error: any) {
+    logger.info("观棋有语监控失败", { error: error.message })
     const errorMessage = `fmMonitor error: ${error}`
-    logger.error(errorMessage)
     await larkService.message.sendText2Chat(appInfo.errChatId, errorMessage)
   }
 }
diff --git a/schedule/zhongNotify.ts b/schedule/zhongNotify.ts
index aa8a3a8..90fde96 100644
--- a/schedule/zhongNotify.ts
+++ b/schedule/zhongNotify.ts
@@ -18,7 +18,7 @@ const getScheduleStatus = () => {
  */
 const sendZhongNotify = async () => {
   const { larkService, logger, appInfo } = await genContextManually()
-  logger.info("sendZhongNotify start")
+  logger.info("钟哥每日提醒开始")
   try {
     const status = getScheduleStatus()
     await larkService.message.sendText2Chat(
@@ -26,10 +26,10 @@ const sendZhongNotify = async () => {
       `钟哥今天是${status}哦~`,
       "zhongNotify 每日提醒"
     )
-    logger.info("sendZhongNotify success")
-  } catch (error) {
+    logger.info("钟哥每日提醒发送成功")
+  } catch (error: any) {
+    logger.error("钟哥每日提醒发送失败", { error: error.message })
     const errorMessage = `sendZhongNotify error: ${error}`
-    logger.error(errorMessage)
     await larkService.message.sendText2Chat(appInfo.errChatId, errorMessage)
   }
 }
diff --git a/test/archive/getApiKey.ts b/test/archive/getApiKey.ts
index 0d1cd68..a4cdaf3 100644
--- a/test/archive/getApiKey.ts
+++ b/test/archive/getApiKey.ts
@@ -1,13 +1,12 @@
 import initAppConfig from "../../constant/config"
 import DB from "../../db"
-import pbClient from "../../db/pbClient"
 import { genContextManually } from "../../utils/genContext"
 
 await initAppConfig()
 
 const ctx = await genContextManually()
 
-const dbInstance = new DB(pbClient, ctx.logger)
+const dbInstance = new DB(ctx.logger)
 
 const res = await dbInstance.apiKey.getWithApp("uwnpzb9hvoft28h")
 
diff --git a/utils/llm/index.ts b/utils/llm/index.ts
index 7de1405..15bc258 100644
--- a/utils/llm/index.ts
+++ b/utils/llm/index.ts
@@ -50,14 +50,14 @@ const invoke = async (
     try {
       result = await attemptInvoke()
       break
-    } catch (e) {
-      logger.error(`🚀 ~ invoke ~ attemptInvoke ~ e: ${e}`)
+    } catch (e: any) {
+      logger.error(`调用LLM模型失败`, { promptName, error: e.message })
       attempts++
     }
   } while (attempts < 3)
 
   if (!result) {
-    logger.error("Failed to invoke after 3 attempts")
+    logger.error("多次调用LLM模型失败", { promptName, attempts: 3 })
     return ""
   }
 
@@ -92,8 +92,8 @@ const timeParser = async (userInput: string, requestId: string) => {
         requestId
       )) as string
       return JSON.parse(res.replaceAll("`", ""))
-    } catch (e) {
-      logger.error(`🚀 ~ timeParser ~ invokeParser ~ e: ${e}`)
+    } catch (e: any) {
+      logger.error("时间解析失败", { userInput, error: e.message })
       // 如果解析失败，则返回空字符串
       return { s: "", e: "" }
     }