diff --git a/packages/analytics/src/controllers/commands.js b/packages/analytics/src/controllers/commands.js
index c270ed4..4ba78a2 100644
--- a/packages/analytics/src/controllers/commands.js
+++ b/packages/analytics/src/controllers/commands.js
@@ -1,11 +1,12 @@
 /* eslint-disable object-shorthand */
+import { Desc } from '../constants.js'
 import { Command } from '@linux-odyssey/models'
 import { errorCommands } from '../models/commands.js'
 
 // eslint-disable-next-line import/prefer-default-export
 export async function commandListController(req, res) {
   const { nextKey } = req.query
-  const itemsPerPage = 250
+  const itemsPerPage = 100
 
   try {
     // const totalCommands = await Command.countDocuments({
@@ -20,10 +21,14 @@ export async function commandListController(req, res) {
 
     // const pageNumber = req.query
 
-    const payload = await errorCommands({ nextKey, itemsPerPage })
+    const payload = await errorCommands({
+      nextKey,
+      itemsPerPage,
+      order: new Desc(),
+    })
     const newNextKey = payload[payload.length - 1]?._id
 
-    res.render('commands', { payload, nextKey: newNextKey })
+    res.render('commands', { errorCommands: payload, nextKey: newNextKey })
   } catch (error) {
     res.status(500).send('Error fetching data')
   }
diff --git a/packages/analytics/src/controllers/sessions.js b/packages/analytics/src/controllers/sessions.js
index 238aee0..3c603bb 100644
--- a/packages/analytics/src/controllers/sessions.js
+++ b/packages/analytics/src/controllers/sessions.js
@@ -1,18 +1,24 @@
+import { Desc } from '../constants.js'
 import { sessionCount, sessionList, sessionDetail } from '../models/sessions.js'
 
 export async function sessionListController(req, res) {
   const { nextKey } = req.query
-  const itemsPerPage = 100
+  const itemsPerPage = 10
 
   try {
     // const totalSessions = await sessionCount()
     // const maxPages = Math.ceil(totalSessions / itemsPerPage)
 
-    const sessions = await sessionList({ nextKey, itemsPerPage })
+    const sessions = await sessionList({
+      nextKey,
+      itemsPerPage,
+      order: new Desc(),
+    })
     const newNextKey = sessions[sessions.length - 1]?._id
 
     res.render('sessions', { sessions, nextKey: newNextKey })
   } catch (error) {
+    console.log(error)
     res.status(500).send('Error fetching session data')
   }
 }
diff --git a/packages/analytics/src/controllers/users.js b/packages/analytics/src/controllers/users.js
index e564a52..0e81a83 100644
--- a/packages/analytics/src/controllers/users.js
+++ b/packages/analytics/src/controllers/users.js
@@ -6,9 +6,6 @@ export async function userListController(req, res) {
   const itemsPerPage = 50
 
   try {
-    // const totalUsers = await userCount()
-    // const maxPages = Math.ceil(totalUsers / itemsPerPage)
-
     const users = await userList({
       nextKey,
       itemsPerPage,
@@ -16,11 +13,7 @@ export async function userListController(req, res) {
     })
     const newNextKey = users[users.length - 1]?._id
 
-    res.render('users', {
-      users,
-      nextKey: newNextKey,
-      // maxPages: Array.from({ length: maxPages }, (_, index) => index + 1),
-    })
+    res.render('users', { users, nextKey: newNextKey })
   } catch (error) {
     console.error(error)
     res.status(500).send('Error fetching user data')
diff --git a/packages/analytics/src/models/commands.js b/packages/analytics/src/models/commands.js
index a6a3b0a..89d1b2d 100644
--- a/packages/analytics/src/models/commands.js
+++ b/packages/analytics/src/models/commands.js
@@ -1,15 +1,16 @@
-import { Command } from '@linux-odyssey/models'
 import mongoose from 'mongoose'
+import { Command } from '@linux-odyssey/models'
 
 // eslint-disable-next-line import/prefer-default-export
-export async function errorCommands({ nextKey, itemsPerPage }) {
-  const key = new mongoose.Types.ObjectId(nextKey)
-  const matchStage = nextKey ? { _id: { $lt: key } } : {}
-
+export async function errorCommands({ nextKey, itemsPerPage, order }) {
+  let matchStage = {}
+  if (nextKey) {
+    const key = new mongoose.Types.ObjectId(nextKey)
+    matchStage = { _id: order.matchStage(key) }
+  }
+  console.log(matchStage, itemsPerPage, nextKey, order)
   const commands = await Command.aggregate([
-    {
-      $match: matchStage,
-    },
+    { $match: matchStage },
     {
       $match: {
         $and: [
@@ -17,20 +18,34 @@ export async function errorCommands({ nextKey, itemsPerPage }) {
           { error: { $ne: null } },
           { error: { $ne: '' } },
         ],
-      }
-    }
+      },
+    },
+    {
+      $lookup: {
+        from: 'sessions', // 替換成 'session' 對應的集合名稱
+        localField: 'session', // 替換成 'session' 對應的字段名稱
+        foreignField: '_id',
+        as: 'session',
+      },
+    },
+    { $unwind: '$session' },
+    {
+      $lookup: {
+        from: 'users', // 替換成 'user' 對應的集合名稱
+        localField: 'session.user', // 替換成 'user' 對應的字段名稱
+        foreignField: '_id',
+        as: 'session.user',
+      },
+    },
+    { $unwind: '$session.user' },
+    { $sort: { _id: order.order() } },
     { $limit: itemsPerPage },
   ])
-    .populate({
-      path: 'session',
-      populate: { path: 'user' },
-    })
-    .skip(skipAmount)
-    .limit(itemsPerPage)
-    .exec()
-  return commands.map(({ command, error, createdAt, session }) => {
+
+  return commands.map(({ _id, command, error, createdAt, session }) => {
     const { user, quest } = session
     return {
+      _id,
       command: command.slice(0, 20),
       error: error.slice(0, 50),
       createdAt: createdAt?.toLocaleString(),
diff --git a/packages/analytics/src/models/sessions.js b/packages/analytics/src/models/sessions.js
index e357f96..eb69785 100644
--- a/packages/analytics/src/models/sessions.js
+++ b/packages/analytics/src/models/sessions.js
@@ -1,5 +1,5 @@
-import { Command, Session } from '@linux-odyssey/models'
 import mongoose from 'mongoose'
+import { Command, Session } from '@linux-odyssey/models'
 
 export function sessionCount() {
   return Session.find().count()
@@ -31,10 +31,12 @@ function formatTime(time) {
   return `${hours}h ${minutes % 60}m ${seconds % 60}s`
 }
 
-export async function sessionList({ nextKey, itemsPerPage }) {
-  const key = new mongoose.Types.ObjectId(nextKey)
-  const matchStage = nextKey ? { _id: { $lt: key } } : {}
-
+export async function sessionList({ nextKey, itemsPerPage, order }) {
+  let matchStage = {}
+  if (nextKey) {
+    const key = new mongoose.Types.ObjectId(nextKey)
+    matchStage = { user: order.matchStage(key) }
+  }
   const sessions = await Session.aggregate([
     {
       $match: matchStage,
@@ -56,7 +58,7 @@ export async function sessionList({ nextKey, itemsPerPage }) {
         as: 'commands',
       },
     },
-    { $sort: { _id: -1 } },
+    { $sort: { _id: order.order() } },
     { $limit: itemsPerPage },
   ])
 
diff --git a/packages/analytics/src/models/users.js b/packages/analytics/src/models/users.js
index adca652..34075b3 100644
--- a/packages/analytics/src/models/users.js
+++ b/packages/analytics/src/models/users.js
@@ -13,7 +13,6 @@ export function userCount() {
 }
 
 export async function userList({ nextKey, itemsPerPage, order }) {
-  console.log(order)
   let matchStage = {}
   if (nextKey) {
     const key = new mongoose.Types.ObjectId(nextKey)
@@ -21,9 +20,7 @@ export async function userList({ nextKey, itemsPerPage, order }) {
   }
   console.log(matchStage)
   const users = await Session.aggregate([
-    {
-      $match: matchStage,
-    },
+    { $match: matchStage },
     {
       $group: {
         _id: '$user',