chore: sync VERSION file with release v1.1.263 [skip ci]

feat: 大规模性能优化 - Redis Pipeline 批量操作、索引系统、连接池优化

.env.example

@@ -114,6 +114,16 @@ PROXY_USE_IPV4=true
 # ⏱️ 请求超时配置
 REQUEST_TIMEOUT=600000  # 请求超时设置（毫秒），默认10分钟
 
+# 🔗 HTTP 连接池配置（keep-alive）
+# 流式请求最大连接数（默认65535）
+# HTTPS_MAX_SOCKETS_STREAM=65535
+# 非流式请求最大连接数（默认16384）
+# HTTPS_MAX_SOCKETS_NON_STREAM=16384
+# 空闲连接数（默认2048）
+# HTTPS_MAX_FREE_SOCKETS=2048
+# 空闲连接超时（毫秒，默认30000）
+# HTTPS_FREE_SOCKET_TIMEOUT=30000
+
 # 🔧 请求体大小配置
 REQUEST_MAX_SIZE_MB=60
 

.gitattributes

@@ -0,0 +1 @@
+* text=auto eol=lf

VERSION

@@ -1 +1 @@
-1.1.260
+1.1.263

cli/index.js

@@ -103,7 +103,7 @@ program
     try {
       const [, apiKeys, accounts] = await Promise.all([
         redis.getSystemStats(),
-        apiKeyService.getAllApiKeys(),
+        apiKeyService.getAllApiKeysFast(),
         claudeAccountService.getAllAccounts()
       ])
 
@@ -284,7 +284,7 @@ async function listApiKeys() {
   const spinner = ora('正在获取 API Keys...').start()
 
   try {
-    const apiKeys = await apiKeyService.getAllApiKeys()
+    const apiKeys = await apiKeyService.getAllApiKeysFast()
     spinner.succeed(`找到 ${apiKeys.length} 个 API Keys`)
 
     if (apiKeys.length === 0) {
@@ -314,7 +314,7 @@ async function listApiKeys() {
 
       tableData.push([
         key.name,
-        key.apiKey ? `${key.apiKey.substring(0, 20)}...` : '-',
+        key.maskedKey || '-',
         key.isActive ? '🟢 活跃' : '🔴 停用',
         expiryStatus,
         `${(key.usage?.total?.tokens || 0).toLocaleString()}`,
@@ -333,7 +333,7 @@ async function listApiKeys() {
 async function updateApiKeyExpiry() {
   try {
     // 获取所有 API Keys
-    const apiKeys = await apiKeyService.getAllApiKeys()
+    const apiKeys = await apiKeyService.getAllApiKeysFast()
 
     if (apiKeys.length === 0) {
       console.log(styles.warning('没有找到任何 API Keys'))
@@ -347,7 +347,7 @@ async function updateApiKeyExpiry() {
         name: 'selectedKey',
         message: '选择要修改的 API Key:',
         choices: apiKeys.map((key) => ({
-          name: `${key.name} (${key.apiKey?.substring(0, 20)}...) - ${key.expiresAt ? new Date(key.expiresAt).toLocaleDateString() : '永不过期'}`,
+          name: `${key.name} (${key.maskedKey || key.id.substring(0, 8)}) - ${key.expiresAt ? new Date(key.expiresAt).toLocaleDateString() : '永不过期'}`,
           value: key
         }))
       }
@@ -463,7 +463,7 @@ async function renewApiKeys() {
   const spinner = ora('正在查找即将过期的 API Keys...').start()
 
   try {
-    const apiKeys = await apiKeyService.getAllApiKeys()
+    const apiKeys = await apiKeyService.getAllApiKeysFast()
     const now = new Date()
     const sevenDaysLater = new Date(now.getTime() + 7 * 24 * 60 * 60 * 1000)
 
@@ -562,7 +562,7 @@ async function renewApiKeys() {
 
 async function deleteApiKey() {
   try {
-    const apiKeys = await apiKeyService.getAllApiKeys()
+    const apiKeys = await apiKeyService.getAllApiKeysFast()
 
     if (apiKeys.length === 0) {
       console.log(styles.warning('没有找到任何 API Keys'))
@@ -575,7 +575,7 @@ async function deleteApiKey() {
         name: 'selectedKeys',
         message: '选择要删除的 API Keys (空格选择，回车确认):',
         choices: apiKeys.map((key) => ({
-          name: `${key.name} (${key.apiKey?.substring(0, 20)}...)`,
+          name: `${key.name} (${key.maskedKey || key.id.substring(0, 8)})`,
           value: key.id
         }))
       }

config/config.example.js

@@ -123,7 +123,8 @@ const config = {
     tokenUsageRetention: parseInt(process.env.TOKEN_USAGE_RETENTION) || 2592000000, // 30天
     healthCheckInterval: parseInt(process.env.HEALTH_CHECK_INTERVAL) || 60000, // 1分钟
     timezone: process.env.SYSTEM_TIMEZONE || 'Asia/Shanghai', // 默认UTC+8（中国时区）
-    timezoneOffset: parseInt(process.env.TIMEZONE_OFFSET) || 8 // UTC偏移小时数，默认+8
+    timezoneOffset: parseInt(process.env.TIMEZONE_OFFSET) || 8, // UTC偏移小时数，默认+8
+    metricsWindow: parseInt(process.env.METRICS_WINDOW) || 5 // 实时指标统计窗口（分钟）
   },
 
   // 🎨 Web界面配置
@@ -220,6 +221,13 @@ const config = {
     delayMs: parseInt(process.env.USER_MESSAGE_QUEUE_DELAY_MS) || 200, // 请求间隔（毫秒）
     timeoutMs: parseInt(process.env.USER_MESSAGE_QUEUE_TIMEOUT_MS) || 5000, // 队列等待超时（毫秒），锁持有时间短，无需长等待
     lockTtlMs: parseInt(process.env.USER_MESSAGE_QUEUE_LOCK_TTL_MS) || 5000 // 锁TTL（毫秒），5秒足以覆盖请求发送
+  },
+
+  // 🎫 额度卡兑换上限配置（防盗刷）
+  quotaCardLimits: {
+    enabled: process.env.QUOTA_CARD_LIMITS_ENABLED !== 'false', // 默认启用
+    maxExpiryDays: parseInt(process.env.QUOTA_CARD_MAX_EXPIRY_DAYS) || 90, // 最大有效期距今天数
+    maxTotalCostLimit: parseFloat(process.env.QUOTA_CARD_MAX_TOTAL_COST_LIMIT) || 1000 // 最大总额度（美元）
   }
 }
 

config/models.js

@@ -0,0 +1,64 @@
+/**
+ * 模型列表配置
+ * 用于前端展示和测试功能
+ */
+
+const CLAUDE_MODELS = [
+  { value: 'claude-opus-4-5-20251101', label: 'Claude Opus 4.5' },
+  { value: 'claude-sonnet-4-5-20250929', label: 'Claude Sonnet 4.5' },
+  { value: 'claude-sonnet-4-20250514', label: 'Claude Sonnet 4' },
+  { value: 'claude-opus-4-1-20250805', label: 'Claude Opus 4.1' },
+  { value: 'claude-opus-4-20250514', label: 'Claude Opus 4' },
+  { value: 'claude-haiku-4-5-20251001', label: 'Claude Haiku 4.5' },
+  { value: 'claude-3-5-haiku-20241022', label: 'Claude 3.5 Haiku' }
+]
+
+const GEMINI_MODELS = [
+  { value: 'gemini-2.5-pro', label: 'Gemini 2.5 Pro' },
+  { value: 'gemini-2.5-flash', label: 'Gemini 2.5 Flash' },
+  { value: 'gemini-3-pro-preview', label: 'Gemini 3 Pro Preview' },
+  { value: 'gemini-3-flash-preview', label: 'Gemini 3 Flash Preview' }
+]
+
+const OPENAI_MODELS = [
+  { value: 'gpt-5', label: 'GPT-5' },
+  { value: 'gpt-5-mini', label: 'GPT-5 Mini' },
+  { value: 'gpt-5-nano', label: 'GPT-5 Nano' },
+  { value: 'gpt-5.1', label: 'GPT-5.1' },
+  { value: 'gpt-5.1-codex', label: 'GPT-5.1 Codex' },
+  { value: 'gpt-5.1-codex-max', label: 'GPT-5.1 Codex Max' },
+  { value: 'gpt-5.1-codex-mini', label: 'GPT-5.1 Codex Mini' },
+  { value: 'gpt-5.2', label: 'GPT-5.2' },
+  { value: 'gpt-5.2-codex', label: 'GPT-5.2 Codex' },
+  { value: 'codex-mini', label: 'Codex Mini' }
+]
+
+// 其他模型（用于账户编辑的模型映射）
+const OTHER_MODELS = [
+  { value: 'deepseek-chat', label: 'DeepSeek Chat' },
+  { value: 'Qwen', label: 'Qwen' },
+  { value: 'Kimi', label: 'Kimi' },
+  { value: 'GLM', label: 'GLM' }
+]
+
+module.exports = {
+  CLAUDE_MODELS,
+  GEMINI_MODELS,
+  OPENAI_MODELS,
+  OTHER_MODELS,
+  // 按服务分组
+  getModelsByService: (service) => {
+    switch (service) {
+      case 'claude':
+        return CLAUDE_MODELS
+      case 'gemini':
+        return GEMINI_MODELS
+      case 'openai':
+        return OPENAI_MODELS
+      default:
+        return []
+    }
+  },
+  // 获取所有模型（用于账户编辑）
+  getAllModels: () => [...CLAUDE_MODELS, ...GEMINI_MODELS, ...OPENAI_MODELS, ...OTHER_MODELS]
+}

config/pricingSource.js

@@ -2,7 +2,8 @@ const repository =
   process.env.PRICE_MIRROR_REPO || process.env.GITHUB_REPOSITORY || 'Wei-Shaw/claude-relay-service'
 const branch = process.env.PRICE_MIRROR_BRANCH || 'price-mirror'
 const pricingFileName = process.env.PRICE_MIRROR_FILENAME || 'model_prices_and_context_window.json'
-const hashFileName = process.env.PRICE_MIRROR_HASH_FILENAME || 'model_prices_and_context_window.sha256'
+const hashFileName =
+  process.env.PRICE_MIRROR_HASH_FILENAME || 'model_prices_and_context_window.sha256'
 
 const baseUrl = process.env.PRICE_MIRROR_BASE_URL
   ? process.env.PRICE_MIRROR_BASE_URL.replace(/\/$/, '')
@@ -11,7 +12,6 @@ const baseUrl = process.env.PRICE_MIRROR_BASE_URL
 module.exports = {
   pricingFileName,
   hashFileName,
-  pricingUrl:
-    process.env.PRICE_MIRROR_JSON_URL || `${baseUrl}/${pricingFileName}`,
+  pricingUrl: process.env.PRICE_MIRROR_JSON_URL || `${baseUrl}/${pricingFileName}`,
   hashUrl: process.env.PRICE_MIRROR_HASH_URL || `${baseUrl}/${hashFileName}`
 }

package-lock.json

@@ -20,7 +20,6 @@
         "dotenv": "^16.3.1",
         "express": "^4.18.2",
         "google-auth-library": "^10.1.0",
-        "heapdump": "^0.3.15",
         "helmet": "^7.1.0",
         "https-proxy-agent": "^7.0.2",
         "inquirer": "^8.2.6",
@@ -5399,19 +5398,6 @@
         "node": ">= 0.4"
       }
     },
-    "node_modules/heapdump": {
-      "version": "0.3.15",
-      "resolved": "https://registry.npmjs.org/heapdump/-/heapdump-0.3.15.tgz",
-      "integrity": "sha512-n8aSFscI9r3gfhOcAECAtXFaQ1uy4QSke6bnaL+iymYZ/dWs9cqDqHM+rALfsHUwukUbxsdlECZ0pKmJdQ/4OA==",
-      "hasInstallScript": true,
-      "license": "ISC",
-      "dependencies": {
-        "nan": "^2.13.2"
-      },
-      "engines": {
-        "node": ">=0.10.0"
-      }
-    },
     "node_modules/helmet": {
       "version": "7.2.0",
       "resolved": "https://registry.npmmirror.com/helmet/-/helmet-7.2.0.tgz",
@@ -7027,12 +7013,6 @@
       "integrity": "sha512-nnbWWOkoWyUsTjKrhgD0dcz22mdkSnpYqbEjIm2nhwhuxlSkpywJmBo8h0ZqJdkp73mb90SssHkN4rsRaBAfAA==",
       "license": "ISC"
     },
-    "node_modules/nan": {
-      "version": "2.24.0",
-      "resolved": "https://registry.npmjs.org/nan/-/nan-2.24.0.tgz",
-      "integrity": "sha512-Vpf9qnVW1RaDkoNKFUvfxqAbtI8ncb8OJlqZ9wwpXzWPEsvsB1nvdUi6oYrHIkQ1Y/tMDnr1h4nczS0VB9Xykg==",
-      "license": "MIT"
-    },
     "node_modules/natural-compare": {
       "version": "1.4.0",
       "resolved": "https://registry.npmmirror.com/natural-compare/-/natural-compare-1.4.0.tgz",

scripts/data-transfer-enhanced.js

@@ -152,62 +152,110 @@ async function exportUsageStats(keyId) {
       daily: {},
       monthly: {},
       hourly: {},
-      models: {}
+      models: {},
+      // 费用统计（String 类型）
+      costTotal: null,
+      costDaily: {},
+      costMonthly: {},
+      costHourly: {},
+      opusTotal: null,
+      opusWeekly: {}
     }
 
-    // 导出总统计
-    const totalKey = `usage:${keyId}`
-    const totalData = await redis.client.hgetall(totalKey)
+    // 导出总统计（Hash）
+    const totalData = await redis.client.hgetall(`usage:${keyId}`)
     if (totalData && Object.keys(totalData).length > 0) {
       stats.total = totalData
     }
 
-    // 导出每日统计（最近30天）
-    const today = new Date()
-    for (let i = 0; i < 30; i++) {
-      const date = new Date(today)
-      date.setDate(date.getDate() - i)
-      const dateStr = date.toISOString().split('T')[0]
-      const dailyKey = `usage:daily:${keyId}:${dateStr}`
+    // 导出费用总统计（String）
+    const costTotal = await redis.client.get(`usage:cost:total:${keyId}`)
+    if (costTotal) {
+      stats.costTotal = costTotal
+    }
 
-      const dailyData = await redis.client.hgetall(dailyKey)
-      if (dailyData && Object.keys(dailyData).length > 0) {
-        stats.daily[dateStr] = dailyData
+    // 导出 Opus 费用总统计（String）
+    const opusTotal = await redis.client.get(`usage:opus:total:${keyId}`)
+    if (opusTotal) {
+      stats.opusTotal = opusTotal
+    }
+
+    // 导出每日统计（扫描现有 key，避免时区问题）
+    const dailyKeys = await redis.client.keys(`usage:daily:${keyId}:*`)
+    for (const key of dailyKeys) {
+      const date = key.split(':').pop()
+      const data = await redis.client.hgetall(key)
+      if (data && Object.keys(data).length > 0) {
+        stats.daily[date] = data
       }
     }
 
-    // 导出每月统计（最近12个月）
-    for (let i = 0; i < 12; i++) {
-      const date = new Date(today)
-      date.setMonth(date.getMonth() - i)
-      const monthStr = `${date.getFullYear()}-${String(date.getMonth() + 1).padStart(2, '0')}`
-      const monthlyKey = `usage:monthly:${keyId}:${monthStr}`
-
-      const monthlyData = await redis.client.hgetall(monthlyKey)
-      if (monthlyData && Object.keys(monthlyData).length > 0) {
-        stats.monthly[monthStr] = monthlyData
+    // 导出每日费用（扫描现有 key）
+    const costDailyKeys = await redis.client.keys(`usage:cost:daily:${keyId}:*`)
+    for (const key of costDailyKeys) {
+      const date = key.split(':').pop()
+      const value = await redis.client.get(key)
+      if (value) {
+        stats.costDaily[date] = value
       }
     }
 
-    // 导出小时统计（最近24小时）
-    for (let i = 0; i < 24; i++) {
-      const date = new Date(today)
-      date.setHours(date.getHours() - i)
-      const dateStr = date.toISOString().split('T')[0]
-      const hour = String(date.getHours()).padStart(2, '0')
-      const hourKey = `${dateStr}:${hour}`
-      const hourlyKey = `usage:hourly:${keyId}:${hourKey}`
-
-      const hourlyData = await redis.client.hgetall(hourlyKey)
-      if (hourlyData && Object.keys(hourlyData).length > 0) {
-        stats.hourly[hourKey] = hourlyData
+    // 导出每月统计（扫描现有 key）
+    const monthlyKeys = await redis.client.keys(`usage:monthly:${keyId}:*`)
+    for (const key of monthlyKeys) {
+      const month = key.split(':').pop()
+      const data = await redis.client.hgetall(key)
+      if (data && Object.keys(data).length > 0) {
+        stats.monthly[month] = data
       }
     }
 
-    // 导出模型统计
-    // 每日模型统计
-    const modelDailyPattern = `usage:${keyId}:model:daily:*`
-    const modelDailyKeys = await redis.client.keys(modelDailyPattern)
+    // 导出每月费用（扫描现有 key）
+    const costMonthlyKeys = await redis.client.keys(`usage:cost:monthly:${keyId}:*`)
+    for (const key of costMonthlyKeys) {
+      const month = key.split(':').pop()
+      const value = await redis.client.get(key)
+      if (value) {
+        stats.costMonthly[month] = value
+      }
+    }
+
+    // 导出 Opus 周费用（扫描现有 key）
+    const opusWeeklyKeys = await redis.client.keys(`usage:opus:weekly:${keyId}:*`)
+    for (const key of opusWeeklyKeys) {
+      const week = key.split(':').pop()
+      const value = await redis.client.get(key)
+      if (value) {
+        stats.opusWeekly[week] = value
+      }
+    }
+
+    // 导出小时统计（扫描现有 key）
+    // key 格式: usage:hourly:{keyId}:{YYYY-MM-DD}:{HH}
+    const hourlyKeys = await redis.client.keys(`usage:hourly:${keyId}:*`)
+    for (const key of hourlyKeys) {
+      const parts = key.split(':')
+      const hourKey = `${parts[parts.length - 2]}:${parts[parts.length - 1]}` // YYYY-MM-DD:HH
+      const data = await redis.client.hgetall(key)
+      if (data && Object.keys(data).length > 0) {
+        stats.hourly[hourKey] = data
+      }
+    }
+
+    // 导出小时费用（扫描现有 key）
+    // key 格式: usage:cost:hourly:{keyId}:{YYYY-MM-DD}:{HH}
+    const costHourlyKeys = await redis.client.keys(`usage:cost:hourly:${keyId}:*`)
+    for (const key of costHourlyKeys) {
+      const parts = key.split(':')
+      const hourKey = `${parts[parts.length - 2]}:${parts[parts.length - 1]}` // YYYY-MM-DD:HH
+      const value = await redis.client.get(key)
+      if (value) {
+        stats.costHourly[hourKey] = value
+      }
+    }
+
+    // 导出模型统计（每日）
+    const modelDailyKeys = await redis.client.keys(`usage:${keyId}:model:daily:*`)
     for (const key of modelDailyKeys) {
       const match = key.match(/usage:.+:model:daily:(.+):(\d{4}-\d{2}-\d{2})$/)
       if (match) {
@@ -223,9 +271,8 @@ async function exportUsageStats(keyId) {
       }
     }
 
-    // 每月模型统计
-    const modelMonthlyPattern = `usage:${keyId}:model:monthly:*`
-    const modelMonthlyKeys = await redis.client.keys(modelMonthlyPattern)
+    // 导出模型统计（每月）
+    const modelMonthlyKeys = await redis.client.keys(`usage:${keyId}:model:monthly:*`)
     for (const key of modelMonthlyKeys) {
       const match = key.match(/usage:.+:model:monthly:(.+):(\d{4}-\d{2})$/)
       if (match) {
@@ -258,7 +305,7 @@ async function importUsageStats(keyId, stats) {
     const pipeline = redis.client.pipeline()
     let importCount = 0
 
-    // 导入总统计
+    // 导入总统计（Hash）
     if (stats.total && Object.keys(stats.total).length > 0) {
       for (const [field, value] of Object.entries(stats.total)) {
         pipeline.hset(`usage:${keyId}`, field, value)
@@ -266,7 +313,19 @@ async function importUsageStats(keyId, stats) {
       importCount++
     }
 
-    // 导入每日统计
+    // 导入费用总统计（String）
+    if (stats.costTotal) {
+      pipeline.set(`usage:cost:total:${keyId}`, stats.costTotal)
+      importCount++
+    }
+
+    // 导入 Opus 费用总统计（String）
+    if (stats.opusTotal) {
+      pipeline.set(`usage:opus:total:${keyId}`, stats.opusTotal)
+      importCount++
+    }
+
+    // 导入每日统计（Hash）
     if (stats.daily) {
       for (const [date, data] of Object.entries(stats.daily)) {
         for (const [field, value] of Object.entries(data)) {
@@ -276,7 +335,15 @@ async function importUsageStats(keyId, stats) {
       }
     }
 
-    // 导入每月统计
+    // 导入每日费用（String）
+    if (stats.costDaily) {
+      for (const [date, value] of Object.entries(stats.costDaily)) {
+        pipeline.set(`usage:cost:daily:${keyId}:${date}`, value)
+        importCount++
+      }
+    }
+
+    // 导入每月统计（Hash）
     if (stats.monthly) {
       for (const [month, data] of Object.entries(stats.monthly)) {
         for (const [field, value] of Object.entries(data)) {
@@ -286,7 +353,23 @@ async function importUsageStats(keyId, stats) {
       }
     }
 
-    // 导入小时统计
+    // 导入每月费用（String）
+    if (stats.costMonthly) {
+      for (const [month, value] of Object.entries(stats.costMonthly)) {
+        pipeline.set(`usage:cost:monthly:${keyId}:${month}`, value)
+        importCount++
+      }
+    }
+
+    // 导入 Opus 周费用（String，不加 TTL 保留历史全量）
+    if (stats.opusWeekly) {
+      for (const [week, value] of Object.entries(stats.opusWeekly)) {
+        pipeline.set(`usage:opus:weekly:${keyId}:${week}`, value)
+        importCount++
+      }
+    }
+
+    // 导入小时统计（Hash）
     if (stats.hourly) {
       for (const [hour, data] of Object.entries(stats.hourly)) {
         for (const [field, value] of Object.entries(data)) {
@@ -296,10 +379,17 @@ async function importUsageStats(keyId, stats) {
       }
     }
 
-    // 导入模型统计
+    // 导入小时费用（String）
+    if (stats.costHourly) {
+      for (const [hour, value] of Object.entries(stats.costHourly)) {
+        pipeline.set(`usage:cost:hourly:${keyId}:${hour}`, value)
+        importCount++
+      }
+    }
+
+    // 导入模型统计（Hash）
     if (stats.models) {
       for (const [model, modelStats] of Object.entries(stats.models)) {
-        // 每日模型统计
         if (modelStats.daily) {
           for (const [date, data] of Object.entries(modelStats.daily)) {
             for (const [field, value] of Object.entries(data)) {
@@ -309,7 +399,6 @@ async function importUsageStats(keyId, stats) {
           }
         }
 
-        // 每月模型统计
         if (modelStats.monthly) {
           for (const [month, data] of Object.entries(modelStats.monthly)) {
             for (const [field, value] of Object.entries(data)) {
@@ -547,13 +636,54 @@ async function exportData() {
       const globalStats = {
         daily: {},
         monthly: {},
-        hourly: {}
+        hourly: {},
+        // 新增：索引和全局统计
+        monthlyMonths: [], // usage:model:monthly:months Set
+        globalTotal: null, // usage:global:total Hash
+        globalDaily: {}, // usage:global:daily:* Hash
+        globalMonthly: {} // usage:global:monthly:* Hash
       }
 
-      // 导出全局每日模型统计
-      const globalDailyPattern = 'usage:model:daily:*'
-      const globalDailyKeys = await redis.client.keys(globalDailyPattern)
+      // 导出月份索引
+      const monthlyMonths = await redis.client.smembers('usage:model:monthly:months')
+      if (monthlyMonths && monthlyMonths.length > 0) {
+        globalStats.monthlyMonths = monthlyMonths
+        logger.info(`📤 Found ${monthlyMonths.length} months in index`)
+      }
+
+      // 导出全局统计
+      const globalTotal = await redis.client.hgetall('usage:global:total')
+      if (globalTotal && Object.keys(globalTotal).length > 0) {
+        globalStats.globalTotal = globalTotal
+        logger.info('📤 Found global total stats')
+      }
+
+      // 导出全局每日统计
+      const globalDailyKeys = await redis.client.keys('usage:global:daily:*')
       for (const key of globalDailyKeys) {
+        const date = key.replace('usage:global:daily:', '')
+        const data = await redis.client.hgetall(key)
+        if (data && Object.keys(data).length > 0) {
+          globalStats.globalDaily[date] = data
+        }
+      }
+      logger.info(`📤 Found ${Object.keys(globalStats.globalDaily).length} global daily stats`)
+
+      // 导出全局每月统计
+      const globalMonthlyKeys = await redis.client.keys('usage:global:monthly:*')
+      for (const key of globalMonthlyKeys) {
+        const month = key.replace('usage:global:monthly:', '')
+        const data = await redis.client.hgetall(key)
+        if (data && Object.keys(data).length > 0) {
+          globalStats.globalMonthly[month] = data
+        }
+      }
+      logger.info(`📤 Found ${Object.keys(globalStats.globalMonthly).length} global monthly stats`)
+
+      // 导出全局每日模型统计
+      const modelDailyPattern = 'usage:model:daily:*'
+      const modelDailyKeys = await redis.client.keys(modelDailyPattern)
+      for (const key of modelDailyKeys) {
         const match = key.match(/usage:model:daily:(.+):(\d{4}-\d{2}-\d{2})$/)
         if (match) {
           const model = match[1]
@@ -569,9 +699,9 @@ async function exportData() {
       }
 
       // 导出全局每月模型统计
-      const globalMonthlyPattern = 'usage:model:monthly:*'
-      const globalMonthlyKeys = await redis.client.keys(globalMonthlyPattern)
-      for (const key of globalMonthlyKeys) {
+      const modelMonthlyPattern = 'usage:model:monthly:*'
+      const modelMonthlyKeys = await redis.client.keys(modelMonthlyPattern)
+      for (const key of modelMonthlyKeys) {
         const match = key.match(/usage:model:monthly:(.+):(\d{4}-\d{2})$/)
         if (match) {
           const model = match[1]
@@ -1040,6 +1170,46 @@ async function importData() {
         const pipeline = redis.client.pipeline()
         let globalStatCount = 0
 
+        // 导入月份索引
+        if (globalStats.monthlyMonths && globalStats.monthlyMonths.length > 0) {
+          for (const month of globalStats.monthlyMonths) {
+            pipeline.sadd('usage:model:monthly:months', month)
+          }
+          logger.info(`📥 Importing ${globalStats.monthlyMonths.length} months to index`)
+        }
+
+        // 导入全局统计
+        if (globalStats.globalTotal) {
+          for (const [field, value] of Object.entries(globalStats.globalTotal)) {
+            pipeline.hset('usage:global:total', field, value)
+          }
+          logger.info('📥 Importing global total stats')
+        }
+
+        // 导入全局每日统计
+        if (globalStats.globalDaily) {
+          for (const [date, data] of Object.entries(globalStats.globalDaily)) {
+            for (const [field, value] of Object.entries(data)) {
+              pipeline.hset(`usage:global:daily:${date}`, field, value)
+            }
+          }
+          logger.info(
+            `📥 Importing ${Object.keys(globalStats.globalDaily).length} global daily stats`
+          )
+        }
+
+        // 导入全局每月统计
+        if (globalStats.globalMonthly) {
+          for (const [month, data] of Object.entries(globalStats.globalMonthly)) {
+            for (const [field, value] of Object.entries(data)) {
+              pipeline.hset(`usage:global:monthly:${month}`, field, value)
+            }
+          }
+          logger.info(
+            `📥 Importing ${Object.keys(globalStats.globalMonthly).length} global monthly stats`
+          )
+        }
+
         // 导入每日统计
         if (globalStats.daily) {
           for (const [date, models] of Object.entries(globalStats.daily)) {
@@ -1061,6 +1231,8 @@ async function importData() {
               }
               globalStatCount++
             }
+            // 同时更新月份索引（兼容旧格式导出文件）
+            pipeline.sadd('usage:model:monthly:months', month)
           }
         }
 

scripts/generate-test-data.js

@@ -141,7 +141,7 @@ async function cleanTestData() {
   logger.info('🧹 Cleaning test data...')
 
   // 获取所有API Keys
-  const allKeys = await apiKeyService.getAllApiKeys()
+  const allKeys = await apiKeyService.getAllApiKeysFast()
 
   // 找出所有测试 API Keys
   const testKeys = allKeys.filter((key) => key.name && key.name.startsWith('Test API Key'))

scripts/migrate-apikey-expiry.js

@@ -12,6 +12,7 @@
  */
 
 const redis = require('../src/models/redis')
+const apiKeyService = require('../src/services/apiKeyService')
 const logger = require('../src/utils/logger')
 const readline = require('readline')
 
@@ -51,7 +52,7 @@ async function migrateApiKeys() {
     logger.success('✅ Connected to Redis')
 
     // 获取所有 API Keys
-    const apiKeys = await redis.getAllApiKeys()
+    const apiKeys = await apiKeyService.getAllApiKeysFast()
     logger.info(`📊 Found ${apiKeys.length} API Keys in total`)
 
     // 统计信息

scripts/migrate-usage-index.js

@@ -0,0 +1,138 @@
+/**
+ * 历史数据索引迁移脚本
+ * 为现有的 usage 数据建立索引，加速查询
+ */
+const Redis = require('ioredis')
+const config = require('../config/config')
+
+const redis = new Redis({
+  host: config.redis.host,
+  port: config.redis.port,
+  password: config.redis.password,
+  db: config.redis.db || 0
+})
+
+async function migrate() {
+  console.log('开始迁移历史数据索引...')
+  console.log('Redis DB:', config.redis.db || 0)
+
+  const stats = {
+    dailyIndex: 0,
+    hourlyIndex: 0,
+    modelDailyIndex: 0,
+    modelHourlyIndex: 0
+  }
+
+  // 1. 迁移 usage:daily:{keyId}:{date} 索引
+  console.log('\n1. 迁移 usage:daily 索引...')
+  let cursor = '0'
+  do {
+    const [newCursor, keys] = await redis.scan(cursor, 'MATCH', 'usage:daily:*', 'COUNT', 500)
+    cursor = newCursor
+
+    const pipeline = redis.pipeline()
+    for (const key of keys) {
+      // usage:daily:{keyId}:{date}
+      const match = key.match(/^usage:daily:([^:]+):(\d{4}-\d{2}-\d{2})$/)
+      if (match) {
+        const [, keyId, date] = match
+        pipeline.sadd(`usage:daily:index:${date}`, keyId)
+        pipeline.expire(`usage:daily:index:${date}`, 86400 * 32)
+        stats.dailyIndex++
+      }
+    }
+    if (keys.length > 0) {
+      await pipeline.exec()
+    }
+  } while (cursor !== '0')
+  console.log(`  已处理 ${stats.dailyIndex} 条`)
+
+  // 2. 迁移 usage:hourly:{keyId}:{date}:{hour} 索引
+  console.log('\n2. 迁移 usage:hourly 索引...')
+  cursor = '0'
+  do {
+    const [newCursor, keys] = await redis.scan(cursor, 'MATCH', 'usage:hourly:*', 'COUNT', 500)
+    cursor = newCursor
+
+    const pipeline = redis.pipeline()
+    for (const key of keys) {
+      // usage:hourly:{keyId}:{date}:{hour}
+      const match = key.match(/^usage:hourly:([^:]+):(\d{4}-\d{2}-\d{2}:\d{2})$/)
+      if (match) {
+        const [, keyId, hourKey] = match
+        pipeline.sadd(`usage:hourly:index:${hourKey}`, keyId)
+        pipeline.expire(`usage:hourly:index:${hourKey}`, 86400 * 7)
+        stats.hourlyIndex++
+      }
+    }
+    if (keys.length > 0) {
+      await pipeline.exec()
+    }
+  } while (cursor !== '0')
+  console.log(`  已处理 ${stats.hourlyIndex} 条`)
+
+  // 3. 迁移 usage:model:daily:{model}:{date} 索引
+  console.log('\n3. 迁移 usage:model:daily 索引...')
+  cursor = '0'
+  do {
+    const [newCursor, keys] = await redis.scan(cursor, 'MATCH', 'usage:model:daily:*', 'COUNT', 500)
+    cursor = newCursor
+
+    const pipeline = redis.pipeline()
+    for (const key of keys) {
+      // usage:model:daily:{model}:{date}
+      const match = key.match(/^usage:model:daily:([^:]+):(\d{4}-\d{2}-\d{2})$/)
+      if (match) {
+        const [, model, date] = match
+        pipeline.sadd(`usage:model:daily:index:${date}`, model)
+        pipeline.expire(`usage:model:daily:index:${date}`, 86400 * 32)
+        stats.modelDailyIndex++
+      }
+    }
+    if (keys.length > 0) {
+      await pipeline.exec()
+    }
+  } while (cursor !== '0')
+  console.log(`  已处理 ${stats.modelDailyIndex} 条`)
+
+  // 4. 迁移 usage:model:hourly:{model}:{date}:{hour} 索引
+  console.log('\n4. 迁移 usage:model:hourly 索引...')
+  cursor = '0'
+  do {
+    const [newCursor, keys] = await redis.scan(
+      cursor,
+      'MATCH',
+      'usage:model:hourly:*',
+      'COUNT',
+      500
+    )
+    cursor = newCursor
+
+    const pipeline = redis.pipeline()
+    for (const key of keys) {
+      // usage:model:hourly:{model}:{date}:{hour}
+      const match = key.match(/^usage:model:hourly:([^:]+):(\d{4}-\d{2}-\d{2}:\d{2})$/)
+      if (match) {
+        const [, model, hourKey] = match
+        pipeline.sadd(`usage:model:hourly:index:${hourKey}`, model)
+        pipeline.expire(`usage:model:hourly:index:${hourKey}`, 86400 * 7)
+        stats.modelHourlyIndex++
+      }
+    }
+    if (keys.length > 0) {
+      await pipeline.exec()
+    }
+  } while (cursor !== '0')
+  console.log(`  已处理 ${stats.modelHourlyIndex} 条`)
+
+  console.log('\n迁移完成!')
+  console.log('统计:', stats)
+
+  redis.disconnect()
+}
+
+migrate().catch((err) => {
+  console.error('迁移失败:', err)
+  redis.disconnect()
+  process.exit(1)
+})

src/app.js

@@ -11,6 +11,7 @@ const logger = require('./utils/logger')
 const redis = require('./models/redis')
 const pricingService = require('./services/pricingService')
 const cacheMonitor = require('./utils/cacheMonitor')
+const { getSafeMessage } = require('./utils/errorSanitizer')
 
 // Import routes
 const apiRoutes = require('./routes/api')
@@ -50,7 +51,38 @@ class Application {
       // 🔗 连接Redis
       logger.info('🔄 Connecting to Redis...')
       await redis.connect()
-      logger.success('✅ Redis connected successfully')
+      logger.success('Redis connected successfully')
+
+      // 📊 检查数据迁移（版本 > 1.1.250 时执行）
+      const { getAppVersion, versionGt } = require('./utils/commonHelper')
+      const currentVersion = getAppVersion()
+      const migratedVersion = await redis.getMigratedVersion()
+      if (versionGt(currentVersion, '1.1.250') && versionGt(currentVersion, migratedVersion)) {
+        logger.info(`🔄 检测到新版本 ${currentVersion}，检查数据迁移...`)
+        try {
+          if (await redis.needsGlobalStatsMigration()) {
+            await redis.migrateGlobalStats()
+          }
+          await redis.cleanupSystemMetrics() // 清理过期的系统分钟统计
+        } catch (err) {
+          logger.error('⚠️ 数据迁移出错，但不影响启动:', err.message)
+        }
+        await redis.setMigratedVersion(currentVersion)
+        logger.success(`✅ 数据迁移完成，版本: ${currentVersion}`)
+      }
+
+      // 📅 后台检查月份索引完整性（不阻塞启动）
+      redis.ensureMonthlyMonthsIndex().catch((err) => {
+        logger.error('📅 月份索引检查失败:', err.message)
+      })
+
+      // 📊 后台异步迁移 usage 索引（不阻塞启动）
+      redis.migrateUsageIndex().catch((err) => {
+        logger.error('📊 Background usage index migration failed:', err)
+      })
+
+      // 📊 迁移 alltime 模型统计（阻塞式，确保数据完整）
+      await redis.migrateAlltimeModelStats()
 
       // 💳 初始化账户余额查询服务（Provider 注册）
       try {
@@ -94,6 +126,15 @@ class Application {
         )
       }
 
+      // 💰 启动回填：本周 Claude 周费用（用于 API Key 维度周限额）
+      try {
+        logger.info('💰 Backfilling current-week Claude weekly cost...')
+        const weeklyClaudeCostInitService = require('./services/weeklyClaudeCostInitService')
+        await weeklyClaudeCostInitService.backfillCurrentWeekClaudeCosts()
+      } catch (error) {
+        logger.warn('⚠️ Weekly Claude cost backfill failed (startup continues):', error.message)
+      }
+
       // 🕐 初始化Claude账户会话窗口
       logger.info('🕐 Initializing Claude account session windows...')
       const claudeAccountService = require('./services/claudeAccountService')
@@ -104,6 +145,18 @@ class Application {
       const costRankService = require('./services/costRankService')
       await costRankService.initialize()
 
+      // 🔍 初始化 API Key 索引服务（用于分页查询优化）
+      logger.info('🔍 Initializing API Key index service...')
+      const apiKeyIndexService = require('./services/apiKeyIndexService')
+      apiKeyIndexService.init(redis)
+      await apiKeyIndexService.checkAndRebuild()
+
+      // 📁 确保账户分组反向索引存在（后台执行，不阻塞启动）
+      const accountGroupService = require('./services/accountGroupService')
+      accountGroupService.ensureReverseIndexes().catch((err) => {
+        logger.error('📁 Account group reverse index migration failed:', err)
+      })
+
       // 超早期拦截 /admin-next/ 请求 - 在所有中间件之前
       this.app.use((req, res, next) => {
         if (req.path === '/admin-next/' && req.method === 'GET') {
@@ -377,7 +430,7 @@ class Application {
           logger.error('❌ Health check failed:', { error: error.message, stack: error.stack })
           res.status(503).json({
             status: 'unhealthy',
-            error: error.message,
+            error: getSafeMessage(error),
             timestamp: new Date().toISOString()
           })
         }
@@ -413,7 +466,7 @@ class Application {
       // 🚨 错误处理
       this.app.use(errorHandler)
 
-      logger.success('✅ Application initialized successfully')
+      logger.success('Application initialized successfully')
     } catch (error) {
       logger.error('💥 Application initialization failed:', error)
       throw error
@@ -448,7 +501,7 @@ class Application {
 
       await redis.setSession('admin_credentials', adminCredentials)
 
-      logger.success('✅ Admin credentials loaded from init.json (single source of truth)')
+      logger.success('Admin credentials loaded from init.json (single source of truth)')
       logger.info(`📋 Admin username: ${adminCredentials.username}`)
     } catch (error) {
       logger.error('❌ Failed to initialize admin credentials:', {
@@ -465,22 +518,24 @@ class Application {
       const client = redis.getClient()
 
       // 获取所有 session:* 键
-      const sessionKeys = await client.keys('session:*')
+      const sessionKeys = await redis.scanKeys('session:*')
+      const dataList = await redis.batchHgetallChunked(sessionKeys)
 
       let validCount = 0
       let invalidCount = 0
 
-      for (const key of sessionKeys) {
+      for (let i = 0; i < sessionKeys.length; i++) {
+        const key = sessionKeys[i]
         // 跳过 admin_credentials（系统凭据）
         if (key === 'session:admin_credentials') {
           continue
         }
 
-        const sessionData = await client.hgetall(key)
+        const sessionData = dataList[i]
 
         // 检查会话完整性：必须有 username 和 loginTime
-        const hasUsername = !!sessionData.username
-        const hasLoginTime = !!sessionData.loginTime
+        const hasUsername = !!sessionData?.username
+        const hasLoginTime = !!sessionData?.loginTime
 
         if (!hasUsername || !hasLoginTime) {
           // 无效会话 - 可能是漏洞利用创建的伪造会话
@@ -495,11 +550,11 @@ class Application {
       }
 
       if (invalidCount > 0) {
-        logger.security(`🔒 Startup security check: Removed ${invalidCount} invalid sessions`)
+        logger.security(`Startup security check: Removed ${invalidCount} invalid sessions`)
       }
 
       logger.success(
-        `✅ Session cleanup completed: ${validCount} valid, ${invalidCount} invalid removed`
+        `Session cleanup completed: ${validCount} valid, ${invalidCount} invalid removed`
       )
     } catch (error) {
       // 清理失败不应阻止服务启动
@@ -549,9 +604,7 @@ class Application {
       await this.initialize()
 
       this.server = this.app.listen(config.server.port, config.server.host, () => {
-        logger.start(
-          `🚀 Claude Relay Service started on ${config.server.host}:${config.server.port}`
-        )
+        logger.start(`Claude Relay Service started on ${config.server.host}:${config.server.port}`)
         logger.info(
           `🌐 Web interface: http://${config.server.host}:${config.server.port}/admin-next/api-stats`
         )
@@ -606,7 +659,7 @@ class Application {
         logger.info(`📊 Cache System - Registered: ${stats.cacheCount} caches`)
       }, 5000)
 
-      logger.success('✅ Cache monitoring initialized')
+      logger.success('Cache monitoring initialized')
     } catch (error) {
       logger.error('❌ Failed to initialize cache monitoring:', error)
       // 不阻止应用启动
@@ -655,7 +708,7 @@ class Application {
     // 每分钟主动清理所有过期的并发项，不依赖请求触发
     setInterval(async () => {
       try {
-        const keys = await redis.keys('concurrency:*')
+        const keys = await redis.scanKeys('concurrency:*')
         if (keys.length === 0) {
           return
         }
@@ -837,9 +890,9 @@ class Application {
           // 🔢 清理所有并发计数（Phase 1 修复：防止重启泄漏）
           try {
             logger.info('🔢 Cleaning up all concurrency counters...')
-            const keys = await redis.keys('concurrency:*')
+            const keys = await redis.scanKeys('concurrency:*')
             if (keys.length > 0) {
-              await redis.client.del(...keys)
+              await redis.batchDelChunked(keys)
               logger.info(`✅ Cleaned ${keys.length} concurrency keys`)
             } else {
               logger.info('✅ No concurrency keys to clean')
@@ -856,7 +909,7 @@ class Application {
             logger.error('❌ Error disconnecting Redis:', error)
           }
 
-          logger.success('✅ Graceful shutdown completed')
+          logger.success('Graceful shutdown completed')
           process.exit(0)
         })
 

src/handlers/geminiHandlers.js

@@ -14,9 +14,11 @@ const crypto = require('crypto')
 const sessionHelper = require('../utils/sessionHelper')
 const unifiedGeminiScheduler = require('../services/unifiedGeminiScheduler')
 const apiKeyService = require('../services/apiKeyService')
+const redis = require('../models/redis')
 const { updateRateLimitCounters } = require('../utils/rateLimitHelper')
 const { parseSSELine } = require('../utils/sseParser')
 const axios = require('axios')
+const { getSafeMessage } = require('../utils/errorSanitizer')
 const ProxyHelper = require('../utils/proxyHelper')
 
 // ============================================================================
@@ -136,7 +138,9 @@ async function applyRateLimitTracking(req, usageSummary, model, context = '') {
     const { totalTokens, totalCost } = await updateRateLimitCounters(
       req.rateLimitInfo,
       usageSummary,
-      model
+      model,
+      req.apiKey?.id,
+      'gemini'
     )
 
     if (totalTokens > 0) {
@@ -353,7 +357,7 @@ async function handleMessages(req, res) {
       logger.error('Failed to select Gemini account:', error)
       return res.status(503).json({
         error: {
-          message: error.message || 'No available Gemini accounts',
+          message: getSafeMessage(error) || 'No available Gemini accounts',
           type: 'service_unavailable'
         }
       })
@@ -492,7 +496,8 @@ async function handleMessages(req, res) {
               0,
               0,
               model,
-              accountId
+              accountId,
+              'gemini'
             )
           }
         }
@@ -596,7 +601,8 @@ async function handleMessages(req, res) {
                 0,
                 0,
                 model,
-                accountId
+                accountId,
+                'gemini'
               )
               .then(() => {
                 logger.info(
@@ -614,7 +620,7 @@ async function handleMessages(req, res) {
           if (!res.headersSent) {
             res.status(500).json({
               error: {
-                message: error.message || 'Stream error',
+                message: getSafeMessage(error) || 'Stream error',
                 type: 'api_error'
               }
             })
@@ -662,7 +668,7 @@ async function handleMessages(req, res) {
     const status = errorStatus || 500
     const errorResponse = {
       error: error.error || {
-        message: error.message || 'Internal server error',
+        message: getSafeMessage(error) || 'Internal server error',
         type: 'api_error'
       }
     }
@@ -830,16 +836,18 @@ function handleModelDetails(req, res) {
  */
 async function handleUsage(req, res) {
   try {
-    const { usage } = req.apiKey
+    const keyData = req.apiKey
+    // 按需查询 usage 数据
+    const usage = await redis.getUsageStats(keyData.id)
 
     res.json({
       object: 'usage',
-      total_tokens: usage.total.tokens,
-      total_requests: usage.total.requests,
-      daily_tokens: usage.daily.tokens,
-      daily_requests: usage.daily.requests,
-      monthly_tokens: usage.monthly.tokens,
-      monthly_requests: usage.monthly.requests
+      total_tokens: usage?.total?.tokens || 0,
+      total_requests: usage?.total?.requests || 0,
+      daily_tokens: usage?.daily?.tokens || 0,
+      daily_requests: usage?.daily?.requests || 0,
+      monthly_tokens: usage?.monthly?.tokens || 0,
+      monthly_requests: usage?.monthly?.requests || 0
     })
   } catch (error) {
     logger.error('Failed to get usage stats:', error)
@@ -858,17 +866,18 @@ async function handleUsage(req, res) {
 async function handleKeyInfo(req, res) {
   try {
     const keyData = req.apiKey
+    // 按需查询 usage 数据（仅 key-info 端点需要）
+    const usage = await redis.getUsageStats(keyData.id)
+    const tokensUsed = usage?.total?.tokens || 0
 
     res.json({
       id: keyData.id,
       name: keyData.name,
       permissions: keyData.permissions,
       token_limit: keyData.tokenLimit,
-      tokens_used: keyData.usage.total.tokens,
+      tokens_used: tokensUsed,
       tokens_remaining:
-        keyData.tokenLimit > 0
-          ? Math.max(0, keyData.tokenLimit - keyData.usage.total.tokens)
-          : null,
+        keyData.tokenLimit > 0 ? Math.max(0, keyData.tokenLimit - tokensUsed) : null,
       rate_limit: {
         window: keyData.rateLimitWindow,
         requests: keyData.rateLimitRequests
@@ -1408,7 +1417,7 @@ async function handleCountTokens(req, res) {
     logger.error(`Error in countTokens endpoint (${version})`, { error: error.message })
     res.status(500).json({
       error: {
-        message: error.message || 'Internal server error',
+        message: getSafeMessage(error) || 'Internal server error',
         type: 'api_error'
       }
     })
@@ -1594,7 +1603,8 @@ async function handleGenerateContent(req, res) {
           0,
           0,
           model,
-          account.id
+          account.id,
+          'gemini'
         )
         logger.info(
           `📊 Recorded Gemini usage - Input: ${usage.promptTokenCount}, Output: ${usage.candidatesTokenCount}, Total: ${usage.totalTokenCount}`
@@ -1630,7 +1640,7 @@ async function handleGenerateContent(req, res) {
     })
     res.status(500).json({
       error: {
-        message: error.message || 'Internal server error',
+        message: getSafeMessage(error) || 'Internal server error',
         type: 'api_error'
       }
     })
@@ -1914,7 +1924,8 @@ async function handleStreamGenerateContent(req, res) {
             0,
             0,
             model,
-            account.id
+            account.id,
+            'gemini'
           ),
           applyRateLimitTracking(
             req,
@@ -1951,7 +1962,7 @@ async function handleStreamGenerateContent(req, res) {
       if (!res.headersSent) {
         res.status(500).json({
           error: {
-            message: error.message || 'Stream error',
+            message: getSafeMessage(error) || 'Stream error',
             type: 'api_error'
           }
         })
@@ -1961,7 +1972,7 @@ async function handleStreamGenerateContent(req, res) {
             res.write(
               `data: ${JSON.stringify({
                 error: {
-                  message: error.message || 'Stream error',
+                  message: getSafeMessage(error) || 'Stream error',
                   type: 'stream_error',
                   code: error.code
                 }
@@ -1990,7 +2001,7 @@ async function handleStreamGenerateContent(req, res) {
     if (!res.headersSent) {
       res.status(500).json({
         error: {
-          message: error.message || 'Internal server error',
+          message: getSafeMessage(error) || 'Internal server error',
           type: 'api_error'
         }
       })
@@ -2251,7 +2262,8 @@ async function handleStandardGenerateContent(req, res) {
           0,
           0,
           model,
-          accountId
+          accountId,
+          'gemini'
         )
         logger.info(
           `📊 Recorded Gemini usage - Input: ${usage.promptTokenCount}, Output: ${usage.candidatesTokenCount}, Total: ${usage.totalTokenCount}`
@@ -2273,7 +2285,7 @@ async function handleStandardGenerateContent(req, res) {
 
     res.status(500).json({
       error: {
-        message: error.message || 'Internal server error',
+        message: getSafeMessage(error) || 'Internal server error',
         type: 'api_error'
       }
     })
@@ -2680,7 +2692,8 @@ async function handleStandardStreamGenerateContent(req, res) {
             0,
             0,
             model,
-            accountId
+            accountId,
+            'gemini'
           )
           .then(() => {
             logger.info(
@@ -2708,7 +2721,7 @@ async function handleStandardStreamGenerateContent(req, res) {
       if (!res.headersSent) {
         res.status(500).json({
           error: {
-            message: error.message || 'Stream error',
+            message: getSafeMessage(error) || 'Stream error',
             type: 'api_error'
           }
         })
@@ -2718,7 +2731,7 @@ async function handleStandardStreamGenerateContent(req, res) {
             res.write(
               `data: ${JSON.stringify({
                 error: {
-                  message: error.message || 'Stream error',
+                  message: getSafeMessage(error) || 'Stream error',
                   type: 'stream_error',
                   code: error.code
                 }

src/middleware/auth.js

@@ -9,6 +9,7 @@ const ClientValidator = require('../validators/clientValidator')
 const ClaudeCodeValidator = require('../validators/clients/claudeCodeValidator')
 const claudeRelayConfigService = require('../services/claudeRelayConfigService')
 const { calculateWaitTimeStats } = require('../utils/statsHelper')
+const { isClaudeFamilyModel } = require('../utils/modelHelper')
 
 // 工具函数
 function sleep(ms) {
@@ -451,7 +452,7 @@ const authenticateApiKey = async (req, res, next) => {
     }
 
     if (!apiKey) {
-      logger.security(`🔒 Missing API key attempt from ${req.ip || 'unknown'}`)
+      logger.security(`Missing API key attempt from ${req.ip || 'unknown'}`)
       return res.status(401).json({
         error: 'Missing API key',
         message:
@@ -461,7 +462,7 @@ const authenticateApiKey = async (req, res, next) => {
 
     // 基本API Key格式验证
     if (typeof apiKey !== 'string' || apiKey.length < 10 || apiKey.length > 512) {
-      logger.security(`🔒 Invalid API key format from ${req.ip || 'unknown'}`)
+      logger.security(`Invalid API key format from ${req.ip || 'unknown'}`)
       return res.status(401).json({
         error: 'Invalid API key format',
         message: 'API key format is invalid'
@@ -473,7 +474,7 @@ const authenticateApiKey = async (req, res, next) => {
 
     if (!validation.valid) {
       const clientIP = req.ip || req.connection?.remoteAddress || 'unknown'
-      logger.security(`🔒 Invalid API key attempt: ${validation.error} from ${clientIP}`)
+      logger.security(`Invalid API key attempt: ${validation.error} from ${clientIP}`)
       return res.status(401).json({
         error: 'Invalid API key',
         message: validation.error
@@ -1195,12 +1196,16 @@ const authenticateApiKey = async (req, res, next) => {
           }), cost: $${dailyCost.toFixed(2)}/$${dailyCostLimit}`
         )
 
-        return res.status(429).json({
-          error: 'Daily cost limit exceeded',
+        // 使用 402 Payment Required 而非 429，避免客户端自动重试
+        return res.status(402).json({
+          error: {
+            type: 'insufficient_quota',
             message: `已达到每日费用限制 ($${dailyCostLimit})`,
+            code: 'daily_cost_limit_exceeded'
+          },
           currentCost: dailyCost,
           costLimit: dailyCostLimit,
-          resetAt: new Date(new Date().setHours(24, 0, 0, 0)).toISOString() // 明天0点重置
+          resetAt: new Date(new Date().setHours(24, 0, 0, 0)).toISOString()
         })
       }
 
@@ -1224,9 +1229,13 @@ const authenticateApiKey = async (req, res, next) => {
           }), cost: $${totalCost.toFixed(2)}/$${totalCostLimit}`
         )
 
-        return res.status(429).json({
-          error: 'Total cost limit exceeded',
+        // 使用 402 Payment Required 而非 429，避免客户端自动重试
+        return res.status(402).json({
+          error: {
+            type: 'insufficient_quota',
             message: `已达到总费用限制 ($${totalCostLimit})`,
+            code: 'total_cost_limit_exceeded'
+          },
           currentCost: totalCost,
           costLimit: totalCostLimit
         })
@@ -1239,20 +1248,20 @@ const authenticateApiKey = async (req, res, next) => {
       )
     }
 
-    // 检查 Opus 周费用限制（仅对 Opus 模型生效）
+    // 检查 Claude 周费用限制
     const weeklyOpusCostLimit = validation.keyData.weeklyOpusCostLimit || 0
     if (weeklyOpusCostLimit > 0) {
       // 从请求中获取模型信息
       const requestBody = req.body || {}
       const model = requestBody.model || ''
 
-      // 判断是否为 Opus 模型
-      if (model && model.toLowerCase().includes('claude-opus')) {
+      // 判断是否为 Claude 模型
+      if (isClaudeFamilyModel(model)) {
         const weeklyOpusCost = validation.keyData.weeklyOpusCost || 0
 
         if (weeklyOpusCost >= weeklyOpusCostLimit) {
           logger.security(
-            `💰 Weekly Opus cost limit exceeded for key: ${validation.keyData.id} (${
+            `💰 Weekly Claude cost limit exceeded for key: ${validation.keyData.id} (${
               validation.keyData.name
             }), cost: $${weeklyOpusCost.toFixed(2)}/$${weeklyOpusCostLimit}`
           )
@@ -1265,18 +1274,22 @@ const authenticateApiKey = async (req, res, next) => {
           resetDate.setDate(now.getDate() + daysUntilMonday)
           resetDate.setHours(0, 0, 0, 0)
 
-          return res.status(429).json({
-            error: 'Weekly Opus cost limit exceeded',
+          // 使用 402 Payment Required 而非 429，避免客户端自动重试
+          return res.status(402).json({
+            error: {
+              type: 'insufficient_quota',
               message: `已达到 Opus 模型周费用限制 ($${weeklyOpusCostLimit})`,
+              code: 'weekly_opus_cost_limit_exceeded'
+            },
             currentCost: weeklyOpusCost,
             costLimit: weeklyOpusCostLimit,
-            resetAt: resetDate.toISOString() // 下周一重置
+            resetAt: resetDate.toISOString()
           })
         }
 
-        // 记录当前 Opus 费用使用情况
+        // 记录当前 Claude 费用使用情况
         logger.api(
-          `💰 Opus weekly cost usage for key: ${validation.keyData.id} (${
+          `💰 Claude weekly cost usage for key: ${validation.keyData.id} (${
             validation.keyData.name
           }), current: $${weeklyOpusCost.toFixed(2)}/$${weeklyOpusCostLimit}`
         )
@@ -1306,10 +1319,8 @@ const authenticateApiKey = async (req, res, next) => {
       dailyCostLimit: validation.keyData.dailyCostLimit,
       dailyCost: validation.keyData.dailyCost,
       totalCostLimit: validation.keyData.totalCostLimit,
-      totalCost: validation.keyData.totalCost,
-      usage: validation.keyData.usage
+      totalCost: validation.keyData.totalCost
     }
-    req.usage = validation.keyData.usage
 
     const authDuration = Date.now() - startTime
     const userAgent = req.headers['user-agent'] || 'No User-Agent'
@@ -1357,7 +1368,7 @@ const authenticateAdmin = async (req, res, next) => {
       req.headers['x-admin-token']
 
     if (!token) {
-      logger.security(`🔒 Missing admin token attempt from ${req.ip || 'unknown'}`)
+      logger.security(`Missing admin token attempt from ${req.ip || 'unknown'}`)
       return res.status(401).json({
         error: 'Missing admin token',
         message: 'Please provide an admin token'
@@ -1366,7 +1377,7 @@ const authenticateAdmin = async (req, res, next) => {
 
     // 基本token格式验证
     if (typeof token !== 'string' || token.length < 32 || token.length > 512) {
-      logger.security(`🔒 Invalid admin token format from ${req.ip || 'unknown'}`)
+      logger.security(`Invalid admin token format from ${req.ip || 'unknown'}`)
       return res.status(401).json({
         error: 'Invalid admin token format',
         message: 'Admin token format is invalid'
@@ -1382,7 +1393,7 @@ const authenticateAdmin = async (req, res, next) => {
     ])
 
     if (!adminSession || Object.keys(adminSession).length === 0) {
-      logger.security(`🔒 Invalid admin token attempt from ${req.ip || 'unknown'}`)
+      logger.security(`Invalid admin token attempt from ${req.ip || 'unknown'}`)
       return res.status(401).json({
         error: 'Invalid admin token',
         message: 'Invalid or expired admin session'
@@ -1440,7 +1451,7 @@ const authenticateAdmin = async (req, res, next) => {
     }
 
     const authDuration = Date.now() - startTime
-    logger.security(`🔐 Admin authenticated: ${adminSession.username} in ${authDuration}ms`)
+    logger.security(`Admin authenticated: ${adminSession.username} in ${authDuration}ms`)
 
     return next()
   } catch (error) {
@@ -1471,7 +1482,7 @@ const authenticateUser = async (req, res, next) => {
       req.headers['x-user-token']
 
     if (!sessionToken) {
-      logger.security(`🔒 Missing user session token attempt from ${req.ip || 'unknown'}`)
+      logger.security(`Missing user session token attempt from ${req.ip || 'unknown'}`)
       return res.status(401).json({
         error: 'Missing user session token',
         message: 'Please login to access this resource'
@@ -1480,7 +1491,7 @@ const authenticateUser = async (req, res, next) => {
 
     // 基本token格式验证
     if (typeof sessionToken !== 'string' || sessionToken.length < 32 || sessionToken.length > 128) {
-      logger.security(`🔒 Invalid user session token format from ${req.ip || 'unknown'}`)
+      logger.security(`Invalid user session token format from ${req.ip || 'unknown'}`)
       return res.status(401).json({
         error: 'Invalid session token format',
         message: 'Session token format is invalid'
@@ -1491,7 +1502,7 @@ const authenticateUser = async (req, res, next) => {
     const sessionValidation = await userService.validateUserSession(sessionToken)
 
     if (!sessionValidation) {
-      logger.security(`🔒 Invalid user session token attempt from ${req.ip || 'unknown'}`)
+      logger.security(`Invalid user session token attempt from ${req.ip || 'unknown'}`)
       return res.status(401).json({
         error: 'Invalid session token',
         message: 'Invalid or expired user session'
@@ -1582,7 +1593,7 @@ const authenticateUserOrAdmin = async (req, res, next) => {
             req.userType = 'admin'
 
             const authDuration = Date.now() - startTime
-            logger.security(`🔐 Admin authenticated: ${adminSession.username} in ${authDuration}ms`)
+            logger.security(`Admin authenticated: ${adminSession.username} in ${authDuration}ms`)
             return next()
           }
         }
@@ -1623,7 +1634,7 @@ const authenticateUserOrAdmin = async (req, res, next) => {
     }
 
     // 如果都失败了，返回未授权
-    logger.security(`🔒 Authentication failed from ${req.ip || 'unknown'}`)
+    logger.security(`Authentication failed from ${req.ip || 'unknown'}`)
     return res.status(401).json({
       error: 'Authentication required',
       message: 'Please login as user or admin to access this resource'

src/routes/admin/apiKeys.js

@@ -45,6 +45,27 @@ function validatePermissions(permissions) {
   return `Permissions must be an array. Valid values are: ${VALID_PERMISSIONS.join(', ')}`
 }
 
+/**
+ * 验证 serviceRates 格式
+ * @param {any} serviceRates - 服务倍率对象
+ * @returns {string|null} - 返回错误消息，null 表示验证通过
+ */
+function validateServiceRates(serviceRates) {
+  if (serviceRates === undefined || serviceRates === null) {
+    return null
+  }
+  if (typeof serviceRates !== 'object' || Array.isArray(serviceRates)) {
+    return 'Service rates must be an object'
+  }
+  for (const [service, rate] of Object.entries(serviceRates)) {
+    const numRate = Number(rate)
+    if (!Number.isFinite(numRate) || numRate < 0) {
+      return `Invalid rate for service "${service}": must be a non-negative number`
+    }
+  }
+  return null
+}
+
 // 👥 用户管理 (用于API Key分配)
 
 // 获取所有用户列表（用于API Key分配）
@@ -116,14 +137,14 @@ router.get('/api-keys/:keyId/cost-debug', authenticateAdmin, async (req, res) =>
     const costStats = await redis.getCostStats(keyId)
     const dailyCost = await redis.getDailyCost(keyId)
     const today = redis.getDateStringInTimezone()
-    const client = redis.getClientSafe()
 
     // 获取所有相关的Redis键
-    const costKeys = await client.keys(`usage:cost:*:${keyId}:*`)
+    const costKeys = await redis.scanKeys(`usage:cost:*:${keyId}:*`)
+    const costValues = await redis.batchGetChunked(costKeys)
     const keyValues = {}
 
-    for (const key of costKeys) {
-      keyValues[key] = await client.get(key)
+    for (let i = 0; i < costKeys.length; i++) {
+      keyValues[costKeys[i]] = costValues[i]
     }
 
     return res.json({
@@ -324,20 +345,28 @@ router.get('/api-keys', authenticateAdmin, async (req, res) => {
       })
     }
 
-    // 为每个API Key添加owner的displayName
+    // 为每个API Key添加owner的displayName（批量获取优化）
+    const userIdsToFetch = [...new Set(result.items.filter((k) => k.userId).map((k) => k.userId))]
+    const userMap = new Map()
+
+    if (userIdsToFetch.length > 0) {
+      // 批量获取用户信息
+      const users = await Promise.all(
+        userIdsToFetch.map((id) => userService.getUserById(id, false).catch(() => null))
+      )
+      userIdsToFetch.forEach((id, i) => {
+        if (users[i]) {
+          userMap.set(id, users[i])
+        }
+      })
+    }
+
     for (const apiKey of result.items) {
-      if (apiKey.userId) {
-        try {
-          const user = await userService.getUserById(apiKey.userId, false)
-          if (user) {
+      if (apiKey.userId && userMap.has(apiKey.userId)) {
+        const user = userMap.get(apiKey.userId)
         apiKey.ownerDisplayName = user.displayName || user.username || 'Unknown User'
-          } else {
+      } else if (apiKey.userId) {
         apiKey.ownerDisplayName = 'Unknown User'
-          }
-        } catch (error) {
-          logger.debug(`无法获取用户 ${apiKey.userId} 的信息:`, error)
-          apiKey.ownerDisplayName = 'Unknown User'
-        }
       } else {
         apiKey.ownerDisplayName =
           apiKey.createdBy === 'admin' ? 'Admin' : apiKey.createdBy || 'Admin'
@@ -608,6 +637,56 @@ router.get('/api-keys/cost-sort-status', authenticateAdmin, async (req, res) =>
   }
 })
 
+// 获取 API Key 索引状态
+router.get('/api-keys/index-status', authenticateAdmin, async (req, res) => {
+  try {
+    const apiKeyIndexService = require('../../services/apiKeyIndexService')
+    const status = await apiKeyIndexService.getStatus()
+    return res.json({ success: true, data: status })
+  } catch (error) {
+    logger.error('❌ Failed to get API Key index status:', error)
+    return res.status(500).json({
+      success: false,
+      error: 'Failed to get index status',
+      message: error.message
+    })
+  }
+})
+
+// 手动重建 API Key 索引
+router.post('/api-keys/index-rebuild', authenticateAdmin, async (req, res) => {
+  try {
+    const apiKeyIndexService = require('../../services/apiKeyIndexService')
+    const status = await apiKeyIndexService.getStatus()
+
+    if (status.building) {
+      return res.status(409).json({
+        success: false,
+        error: 'INDEX_BUILDING',
+        message: '索引正在重建中，请稍后再试',
+        progress: status.progress
+      })
+    }
+
+    // 异步重建，不等待完成
+    apiKeyIndexService.rebuildIndexes().catch((err) => {
+      logger.error('❌ Failed to rebuild API Key index:', err)
+    })
+
+    return res.json({
+      success: true,
+      message: 'API Key 索引重建已开始'
+    })
+  } catch (error) {
+    logger.error('❌ Failed to trigger API Key index rebuild:', error)
+    return res.status(500).json({
+      success: false,
+      error: 'Failed to trigger rebuild',
+      message: error.message
+    })
+  }
+})
+
 // 强制刷新费用排序索引
 router.post('/api-keys/cost-sort-refresh', authenticateAdmin, async (req, res) => {
   try {
@@ -673,22 +752,7 @@ router.get('/supported-clients', authenticateAdmin, async (req, res) => {
 // 获取已存在的标签列表
 router.get('/api-keys/tags', authenticateAdmin, async (req, res) => {
   try {
-    const apiKeys = await apiKeyService.getAllApiKeys()
-    const tagSet = new Set()
-
-    // 收集所有API Keys的标签
-    for (const apiKey of apiKeys) {
-      if (apiKey.tags && Array.isArray(apiKey.tags)) {
-        apiKey.tags.forEach((tag) => {
-          if (tag && tag.trim()) {
-            tagSet.add(tag.trim())
-          }
-        })
-      }
-    }
-
-    // 转换为数组并排序
-    const tags = Array.from(tagSet).sort()
+    const tags = await apiKeyService.getAllTags()
 
     logger.info(`📋 Retrieved ${tags.length} unique tags from API keys`)
     return res.json({ success: true, data: tags })
@@ -698,6 +762,93 @@ router.get('/api-keys/tags', authenticateAdmin, async (req, res) => {
   }
 })
 
+// 获取标签详情（含使用数量）
+router.get('/api-keys/tags/details', authenticateAdmin, async (req, res) => {
+  try {
+    const tagDetails = await apiKeyService.getTagsWithCount()
+    logger.info(`📋 Retrieved ${tagDetails.length} tags with usage counts`)
+    return res.json({ success: true, data: tagDetails })
+  } catch (error) {
+    logger.error('❌ Failed to get tag details:', error)
+    return res.status(500).json({ error: 'Failed to get tag details', message: error.message })
+  }
+})
+
+// 创建新标签
+router.post('/api-keys/tags', authenticateAdmin, async (req, res) => {
+  try {
+    const { name } = req.body
+    if (!name || !name.trim()) {
+      return res.status(400).json({ error: '标签名称不能为空' })
+    }
+
+    const result = await apiKeyService.createTag(name.trim())
+    if (!result.success) {
+      return res.status(400).json({ error: result.error })
+    }
+
+    logger.info(`🏷️ Created new tag: ${name}`)
+    return res.json({ success: true, message: '标签创建成功' })
+  } catch (error) {
+    logger.error('❌ Failed to create tag:', error)
+    return res.status(500).json({ error: 'Failed to create tag', message: error.message })
+  }
+})
+
+// 删除标签（从所有 API Key 中移除）
+router.delete('/api-keys/tags/:tagName', authenticateAdmin, async (req, res) => {
+  try {
+    const { tagName } = req.params
+    if (!tagName) {
+      return res.status(400).json({ error: 'Tag name is required' })
+    }
+
+    const decodedTagName = decodeURIComponent(tagName)
+    const result = await apiKeyService.removeTagFromAllKeys(decodedTagName)
+
+    logger.info(`🏷️ Removed tag "${decodedTagName}" from ${result.affectedCount} API keys`)
+    return res.json({
+      success: true,
+      message: `Tag "${decodedTagName}" removed from ${result.affectedCount} API keys`,
+      affectedCount: result.affectedCount
+    })
+  } catch (error) {
+    logger.error('❌ Failed to delete tag:', error)
+    return res.status(500).json({ error: 'Failed to delete tag', message: error.message })
+  }
+})
+
+// 重命名标签
+router.put('/api-keys/tags/:tagName', authenticateAdmin, async (req, res) => {
+  try {
+    const { tagName } = req.params
+    const { newName } = req.body
+    if (!tagName || !newName || !newName.trim()) {
+      return res.status(400).json({ error: 'Tag name and new name are required' })
+    }
+
+    const decodedTagName = decodeURIComponent(tagName)
+    const trimmedNewName = newName.trim()
+    const result = await apiKeyService.renameTag(decodedTagName, trimmedNewName)
+
+    if (result.error) {
+      return res.status(400).json({ error: result.error })
+    }
+
+    logger.info(
+      `🏷️ Renamed tag "${decodedTagName}" to "${trimmedNewName}" in ${result.affectedCount} API keys`
+    )
+    return res.json({
+      success: true,
+      message: `Tag renamed in ${result.affectedCount} API keys`,
+      affectedCount: result.affectedCount
+    })
+  } catch (error) {
+    logger.error('❌ Failed to rename tag:', error)
+    return res.status(500).json({ error: 'Failed to rename tag', message: error.message })
+  }
+})
+
 /**
  * 获取账户绑定的 API Key 数量统计
  * GET /admin/accounts/binding-counts
@@ -1298,7 +1449,8 @@ router.post('/api-keys', authenticateAdmin, async (req, res) => {
       activationDays, // 新增：激活后有效天数
       activationUnit, // 新增：激活时间单位 (hours/days)
       expirationMode, // 新增：过期模式
-      icon // 新增：图标
+      icon, // 新增：图标
+      serviceRates // API Key 级别服务倍率
     } = req.body
 
     // 输入验证
@@ -1425,6 +1577,12 @@ router.post('/api-keys', authenticateAdmin, async (req, res) => {
       return res.status(400).json({ error: permissionsError })
     }
 
+    // 验证服务倍率
+    const serviceRatesError = validateServiceRates(serviceRates)
+    if (serviceRatesError) {
+      return res.status(400).json({ error: serviceRatesError })
+    }
+
     const newKey = await apiKeyService.generateApiKey({
       name,
       description,
@@ -1452,7 +1610,8 @@ router.post('/api-keys', authenticateAdmin, async (req, res) => {
       activationDays,
       activationUnit,
       expirationMode,
-      icon
+      icon,
+      serviceRates
     })
 
     logger.success(`🔑 Admin created new API key: ${name}`)
@@ -1494,7 +1653,8 @@ router.post('/api-keys/batch', authenticateAdmin, async (req, res) => {
       activationDays,
       activationUnit,
       expirationMode,
-      icon
+      icon,
+      serviceRates
     } = req.body
 
     // 输入验证
@@ -1518,6 +1678,12 @@ router.post('/api-keys/batch', authenticateAdmin, async (req, res) => {
       return res.status(400).json({ error: batchPermissionsError })
     }
 
+    // 验证服务倍率
+    const batchServiceRatesError = validateServiceRates(serviceRates)
+    if (batchServiceRatesError) {
+      return res.status(400).json({ error: batchServiceRatesError })
+    }
+
     // 生成批量API Keys
     const createdKeys = []
     const errors = []
@@ -1552,7 +1718,8 @@ router.post('/api-keys/batch', authenticateAdmin, async (req, res) => {
           activationDays,
           activationUnit,
           expirationMode,
-          icon
+          icon,
+          serviceRates
         })
 
         // 保留原始 API Key 供返回
@@ -1626,6 +1793,14 @@ router.put('/api-keys/batch', authenticateAdmin, async (req, res) => {
       }
     }
 
+    // 验证服务倍率
+    if (updates.serviceRates !== undefined) {
+      const updateServiceRatesError = validateServiceRates(updates.serviceRates)
+      if (updateServiceRatesError) {
+        return res.status(400).json({ error: updateServiceRatesError })
+      }
+    }
+
     logger.info(
       `🔄 Admin batch editing ${keyIds.length} API keys with updates: ${JSON.stringify(updates)}`
     )
@@ -1694,6 +1869,9 @@ router.put('/api-keys/batch', authenticateAdmin, async (req, res) => {
         if (updates.enabled !== undefined) {
           finalUpdates.enabled = updates.enabled
         }
+        if (updates.serviceRates !== undefined) {
+          finalUpdates.serviceRates = updates.serviceRates
+        }
 
         // 处理账户绑定
         if (updates.claudeAccountId !== undefined) {
@@ -1750,7 +1928,7 @@ router.put('/api-keys/batch', authenticateAdmin, async (req, res) => {
         // 执行更新
         await apiKeyService.updateApiKey(keyId, finalUpdates)
         results.successCount++
-        logger.success(`✅ Batch edit: API key ${keyId} updated successfully`)
+        logger.success(`Batch edit: API key ${keyId} updated successfully`)
       } catch (error) {
         results.failedCount++
         results.errors.push(`Failed to update key ${keyId}: ${error.message}`)
@@ -1811,7 +1989,8 @@ router.put('/api-keys/:keyId', authenticateAdmin, async (req, res) => {
       totalCostLimit,
       weeklyOpusCostLimit,
       tags,
-      ownerId // 新增：所有者ID字段
+      ownerId, // 新增：所有者ID字段
+      serviceRates // API Key 级别服务倍率
     } = req.body
 
     // 只允许更新指定字段
@@ -1997,6 +2176,15 @@ router.put('/api-keys/:keyId', authenticateAdmin, async (req, res) => {
       updates.tags = tags
     }
 
+    // 处理服务倍率
+    if (serviceRates !== undefined) {
+      const singleServiceRatesError = validateServiceRates(serviceRates)
+      if (singleServiceRatesError) {
+        return res.status(400).json({ error: singleServiceRatesError })
+      }
+      updates.serviceRates = serviceRates
+    }
+
     // 处理活跃/禁用状态状态, 放在过期处理后，以确保后续增加禁用key功能
     if (isActive !== undefined) {
       if (typeof isActive !== 'boolean') {
@@ -2200,7 +2388,7 @@ router.delete('/api-keys/batch', authenticateAdmin, async (req, res) => {
         await apiKeyService.deleteApiKey(keyId)
         results.successCount++
 
-        logger.success(`✅ Batch delete: API key ${keyId} deleted successfully`)
+        logger.success(`Batch delete: API key ${keyId} deleted successfully`)
       } catch (error) {
         results.failedCount++
         results.errors.push({
@@ -2255,13 +2443,13 @@ router.delete('/api-keys/:keyId', authenticateAdmin, async (req, res) => {
 // 📋 获取已删除的API Keys
 router.get('/api-keys/deleted', authenticateAdmin, async (req, res) => {
   try {
-    const deletedApiKeys = await apiKeyService.getAllApiKeys(true) // Include deleted
-    const onlyDeleted = deletedApiKeys.filter((key) => key.isDeleted === 'true')
+    const deletedApiKeys = await apiKeyService.getAllApiKeysFast(true) // Include deleted
+    const onlyDeleted = deletedApiKeys.filter((key) => key.isDeleted === true)
 
     // Add additional metadata for deleted keys
     const enrichedKeys = onlyDeleted.map((key) => ({
       ...key,
-      isDeleted: key.isDeleted === 'true',
+      isDeleted: key.isDeleted === true,
       deletedAt: key.deletedAt,
       deletedBy: key.deletedBy,
       deletedByType: key.deletedByType,
@@ -2288,7 +2476,7 @@ router.post('/api-keys/:keyId/restore', authenticateAdmin, async (req, res) => {
     const result = await apiKeyService.restoreApiKey(keyId, adminUsername, 'admin')
 
     if (result.success) {
-      logger.success(`✅ Admin ${adminUsername} restored API key: ${keyId}`)
+      logger.success(`Admin ${adminUsername} restored API key: ${keyId}`)
       return res.json({
         success: true,
         message: 'API Key 已成功恢复',

src/routes/admin/azureOpenaiAccounts.js

@@ -414,4 +414,84 @@ router.post('/migrate-api-keys-azure', authenticateAdmin, async (req, res) => {
   }
 })
 
+// 测试 Azure OpenAI 账户连通性
+router.post('/azure-openai-accounts/:accountId/test', authenticateAdmin, async (req, res) => {
+  const { accountId } = req.params
+  const startTime = Date.now()
+
+  try {
+    // 获取账户信息
+    const account = await azureOpenaiAccountService.getAccount(accountId)
+    if (!account) {
+      return res.status(404).json({ error: 'Account not found' })
+    }
+
+    // 获取解密后的 API Key
+    const apiKey = await azureOpenaiAccountService.getDecryptedApiKey(accountId)
+    if (!apiKey) {
+      return res.status(401).json({ error: 'API Key not found or decryption failed' })
+    }
+
+    // 构造测试请求
+    const { createOpenAITestPayload } = require('../../utils/testPayloadHelper')
+    const { getProxyAgent } = require('../../utils/proxyHelper')
+
+    const deploymentName = account.deploymentName || 'gpt-4o-mini'
+    const apiVersion = account.apiVersion || '2024-02-15-preview'
+    const apiUrl = `${account.endpoint}/openai/deployments/${deploymentName}/chat/completions?api-version=${apiVersion}`
+    const payload = createOpenAITestPayload(deploymentName)
+
+    const requestConfig = {
+      headers: {
+        'Content-Type': 'application/json',
+        'api-key': apiKey
+      },
+      timeout: 30000
+    }
+
+    // 配置代理
+    if (account.proxy) {
+      const agent = getProxyAgent(account.proxy)
+      if (agent) {
+        requestConfig.httpsAgent = agent
+        requestConfig.httpAgent = agent
+      }
+    }
+
+    const response = await axios.post(apiUrl, payload, requestConfig)
+    const latency = Date.now() - startTime
+
+    // 提取响应文本
+    let responseText = ''
+    if (response.data?.choices?.[0]?.message?.content) {
+      responseText = response.data.choices[0].message.content
+    }
+
+    logger.success(
+      `✅ Azure OpenAI account test passed: ${account.name} (${accountId}), latency: ${latency}ms`
+    )
+
+    return res.json({
+      success: true,
+      data: {
+        accountId,
+        accountName: account.name,
+        model: deploymentName,
+        latency,
+        responseText: responseText.substring(0, 200)
+      }
+    })
+  } catch (error) {
+    const latency = Date.now() - startTime
+    logger.error(`❌ Azure OpenAI account test failed: ${accountId}`, error.message)
+
+    return res.status(500).json({
+      success: false,
+      error: 'Test failed',
+      message: error.response?.data?.error?.message || error.message,
+      latency
+    })
+  }
+})
+
 module.exports = router

src/routes/admin/ccrAccounts.js

@@ -377,7 +377,7 @@ router.post('/:accountId/reset-usage', authenticateAdmin, async (req, res) => {
     const { accountId } = req.params
     await ccrAccountService.resetDailyUsage(accountId)
 
-    logger.success(`✅ Admin manually reset daily usage for CCR account: ${accountId}`)
+    logger.success(`Admin manually reset daily usage for CCR account: ${accountId}`)
     return res.json({ success: true, message: 'Daily usage reset successfully' })
   } catch (error) {
     logger.error('❌ Failed to reset CCR account daily usage:', error)
@@ -390,7 +390,7 @@ router.post('/:accountId/reset-status', authenticateAdmin, async (req, res) => {
   try {
     const { accountId } = req.params
     const result = await ccrAccountService.resetAccountStatus(accountId)
-    logger.success(`✅ Admin reset status for CCR account: ${accountId}`)
+    logger.success(`Admin reset status for CCR account: ${accountId}`)
     return res.json({ success: true, data: result })
   } catch (error) {
     logger.error('❌ Failed to reset CCR account status:', error)
@@ -403,7 +403,7 @@ router.post('/reset-all-usage', authenticateAdmin, async (req, res) => {
   try {
     await ccrAccountService.resetAllDailyUsage()
 
-    logger.success('✅ Admin manually reset daily usage for all CCR accounts')
+    logger.success('Admin manually reset daily usage for all CCR accounts')
     return res.json({ success: true, message: 'All daily usage reset successfully' })
   } catch (error) {
     logger.error('❌ Failed to reset all CCR accounts daily usage:', error)
@@ -413,4 +413,89 @@ router.post('/reset-all-usage', authenticateAdmin, async (req, res) => {
   }
 })
 
+// 测试 CCR 账户连通性
+router.post('/:accountId/test', authenticateAdmin, async (req, res) => {
+  const { accountId } = req.params
+  const { model = 'claude-sonnet-4-20250514' } = req.body
+  const startTime = Date.now()
+
+  try {
+    // 获取账户信息
+    const account = await ccrAccountService.getAccount(accountId)
+    if (!account) {
+      return res.status(404).json({ error: 'Account not found' })
+    }
+
+    // 获取解密后的凭据
+    const credentials = await ccrAccountService.getDecryptedCredentials(accountId)
+    if (!credentials) {
+      return res.status(401).json({ error: 'Credentials not found or decryption failed' })
+    }
+
+    // 构造测试请求
+    const axios = require('axios')
+    const { getProxyAgent } = require('../../utils/proxyHelper')
+
+    const baseUrl = account.baseUrl || 'https://api.anthropic.com'
+    const apiUrl = `${baseUrl}/v1/messages`
+    const payload = {
+      model,
+      max_tokens: 100,
+      messages: [{ role: 'user', content: 'Say "Hello" in one word.' }]
+    }
+
+    const requestConfig = {
+      headers: {
+        'Content-Type': 'application/json',
+        'x-api-key': credentials.apiKey,
+        'anthropic-version': '2023-06-01'
+      },
+      timeout: 30000
+    }
+
+    // 配置代理
+    if (account.proxy) {
+      const agent = getProxyAgent(account.proxy)
+      if (agent) {
+        requestConfig.httpsAgent = agent
+        requestConfig.httpAgent = agent
+      }
+    }
+
+    const response = await axios.post(apiUrl, payload, requestConfig)
+    const latency = Date.now() - startTime
+
+    // 提取响应文本
+    let responseText = ''
+    if (response.data?.content?.[0]?.text) {
+      responseText = response.data.content[0].text
+    }
+
+    logger.success(
+      `✅ CCR account test passed: ${account.name} (${accountId}), latency: ${latency}ms`
+    )
+
+    return res.json({
+      success: true,
+      data: {
+        accountId,
+        accountName: account.name,
+        model,
+        latency,
+        responseText: responseText.substring(0, 200)
+      }
+    })
+  } catch (error) {
+    const latency = Date.now() - startTime
+    logger.error(`❌ CCR account test failed: ${accountId}`, error.message)
+
+    return res.status(500).json({
+      success: false,
+      error: 'Test failed',
+      message: error.response?.data?.error?.message || error.message,
+      latency
+    })
+  }
+})
+
 module.exports = router

src/routes/admin/claudeAccounts.js

@@ -36,7 +36,7 @@ router.post('/claude-accounts/generate-auth-url', authenticateAdmin, async (req,
       expiresAt: new Date(Date.now() + 10 * 60 * 1000).toISOString() // 10分钟过期
     })
 
-    logger.success('🔗 Generated OAuth authorization URL with proxy support')
+    logger.success('Generated OAuth authorization URL with proxy support')
     return res.json({
       success: true,
       data: {
@@ -152,7 +152,7 @@ router.post('/claude-accounts/generate-setup-token-url', authenticateAdmin, asyn
       expiresAt: new Date(Date.now() + 10 * 60 * 1000).toISOString() // 10分钟过期
     })
 
-    logger.success('🔗 Generated Setup Token authorization URL with proxy support')
+    logger.success('Generated Setup Token authorization URL with proxy support')
     return res.json({
       success: true,
       data: {
@@ -786,7 +786,7 @@ router.post('/claude-accounts/:accountId/update-profile', authenticateAdmin, asy
 
     const profileInfo = await claudeAccountService.fetchAndUpdateAccountProfile(accountId)
 
-    logger.success(`✅ Updated profile for Claude account: ${accountId}`)
+    logger.success(`Updated profile for Claude account: ${accountId}`)
     return res.json({
       success: true,
       message: 'Account profile updated successfully',
@@ -805,7 +805,7 @@ router.post('/claude-accounts/update-all-profiles', authenticateAdmin, async (re
   try {
     const result = await claudeAccountService.updateAllAccountProfiles()
 
-    logger.success('✅ Batch profile update completed')
+    logger.success('Batch profile update completed')
     return res.json({
       success: true,
       message: 'Batch profile update completed',
@@ -841,7 +841,7 @@ router.post('/claude-accounts/:accountId/reset-status', authenticateAdmin, async
 
     const result = await claudeAccountService.resetAccountStatus(accountId)
 
-    logger.success(`✅ Admin reset status for Claude account: ${accountId}`)
+    logger.success(`Admin reset status for Claude account: ${accountId}`)
     return res.json({ success: true, data: result })
   } catch (error) {
     logger.error('❌ Failed to reset Claude account status:', error)

src/routes/admin/claudeConsoleAccounts.js

@@ -441,7 +441,7 @@ router.post(
       const { accountId } = req.params
       await claudeConsoleAccountService.resetDailyUsage(accountId)
 
-      logger.success(`✅ Admin manually reset daily usage for Claude Console account: ${accountId}`)
+      logger.success(`Admin manually reset daily usage for Claude Console account: ${accountId}`)
       return res.json({ success: true, message: 'Daily usage reset successfully' })
     } catch (error) {
       logger.error('❌ Failed to reset Claude Console account daily usage:', error)
@@ -458,7 +458,7 @@ router.post(
     try {
       const { accountId } = req.params
       const result = await claudeConsoleAccountService.resetAccountStatus(accountId)
-      logger.success(`✅ Admin reset status for Claude Console account: ${accountId}`)
+      logger.success(`Admin reset status for Claude Console account: ${accountId}`)
       return res.json({ success: true, data: result })
     } catch (error) {
       logger.error('❌ Failed to reset Claude Console account status:', error)
@@ -472,7 +472,7 @@ router.post('/claude-console-accounts/reset-all-usage', authenticateAdmin, async
   try {
     await claudeConsoleAccountService.resetAllDailyUsage()
 
-    logger.success('✅ Admin manually reset daily usage for all Claude Console accounts')
+    logger.success('Admin manually reset daily usage for all Claude Console accounts')
     return res.json({ success: true, message: 'All daily usage reset successfully' })
   } catch (error) {
     logger.error('❌ Failed to reset all Claude Console accounts daily usage:', error)

src/routes/admin/dashboard.js

@@ -20,9 +20,14 @@ const router = express.Router()
 // 获取系统概览
 router.get('/dashboard', authenticateAdmin, async (req, res) => {
   try {
+    // 先检查是否有全局预聚合数据
+    const globalStats = await redis.getGlobalStats()
+
+    // 根据是否有全局统计决定查询策略
+    let apiKeys = null
+    let apiKeyCount = null
+
     const [
-      ,
-      apiKeys,
       claudeAccounts,
       claudeConsoleAccounts,
       geminiAccounts,
@@ -35,8 +40,6 @@ router.get('/dashboard', authenticateAdmin, async (req, res) => {
       systemAverages,
       realtimeMetrics
     ] = await Promise.all([
-      redis.getSystemStats(),
-      apiKeyService.getAllApiKeys(),
       claudeAccountService.getAllAccounts(),
       claudeConsoleAccountService.getAllAccounts(),
       geminiAccountService.getAllAccounts(),
@@ -50,6 +53,13 @@ router.get('/dashboard', authenticateAdmin, async (req, res) => {
       redis.getRealtimeSystemMetrics()
     ])
 
+    // 有全局统计时只获取计数，否则拉全量
+    if (globalStats) {
+      apiKeyCount = await redis.getApiKeyCount()
+    } else {
+      apiKeys = await apiKeyService.getAllApiKeysFast()
+    }
+
     // 处理Bedrock账户数据
     const bedrockAccounts = bedrockAccountsResult.success ? bedrockAccountsResult.data : []
     const normalizeBoolean = (value) => value === true || value === 'true'
@@ -66,250 +76,118 @@ router.get('/dashboard', authenticateAdmin, async (req, res) => {
       return false
     }
 
-    const normalDroidAccounts = droidAccounts.filter(
-      (acc) =>
-        normalizeBoolean(acc.isActive) &&
-        acc.status !== 'blocked' &&
-        acc.status !== 'unauthorized' &&
-        normalizeBoolean(acc.schedulable) &&
-        !isRateLimitedFlag(acc.rateLimitStatus)
-    ).length
-    const abnormalDroidAccounts = droidAccounts.filter(
-      (acc) =>
-        !normalizeBoolean(acc.isActive) || acc.status === 'blocked' || acc.status === 'unauthorized'
-    ).length
-    const pausedDroidAccounts = droidAccounts.filter(
-      (acc) =>
-        !normalizeBoolean(acc.schedulable) &&
-        normalizeBoolean(acc.isActive) &&
-        acc.status !== 'blocked' &&
-        acc.status !== 'unauthorized'
-    ).length
-    const rateLimitedDroidAccounts = droidAccounts.filter((acc) =>
-      isRateLimitedFlag(acc.rateLimitStatus)
-    ).length
+    // 通用账户统计函数 - 单次遍历完成所有统计
+    const countAccountStats = (accounts, opts = {}) => {
+      const { isStringType = false, checkGeminiRateLimit = false } = opts
+      let normal = 0,
+        abnormal = 0,
+        paused = 0,
+        rateLimited = 0
 
-    // 计算使用统计（统一使用allTokens）
-    const totalTokensUsed = apiKeys.reduce(
-      (sum, key) => sum + (key.usage?.total?.allTokens || 0),
-      0
-    )
-    const totalRequestsUsed = apiKeys.reduce(
-      (sum, key) => sum + (key.usage?.total?.requests || 0),
-      0
-    )
-    const totalInputTokensUsed = apiKeys.reduce(
-      (sum, key) => sum + (key.usage?.total?.inputTokens || 0),
-      0
-    )
-    const totalOutputTokensUsed = apiKeys.reduce(
-      (sum, key) => sum + (key.usage?.total?.outputTokens || 0),
-      0
-    )
-    const totalCacheCreateTokensUsed = apiKeys.reduce(
-      (sum, key) => sum + (key.usage?.total?.cacheCreateTokens || 0),
-      0
-    )
-    const totalCacheReadTokensUsed = apiKeys.reduce(
-      (sum, key) => sum + (key.usage?.total?.cacheReadTokens || 0),
-      0
-    )
-    const totalAllTokensUsed = apiKeys.reduce(
-      (sum, key) => sum + (key.usage?.total?.allTokens || 0),
-      0
-    )
-
-    const activeApiKeys = apiKeys.filter((key) => key.isActive).length
-
-    // Claude账户统计 - 根据账户管理页面的判断逻辑
-    const normalClaudeAccounts = claudeAccounts.filter(
-      (acc) =>
-        acc.isActive &&
-        acc.status !== 'blocked' &&
-        acc.status !== 'unauthorized' &&
-        acc.schedulable !== false &&
-        !(acc.rateLimitStatus && acc.rateLimitStatus.isRateLimited)
-    ).length
-    const abnormalClaudeAccounts = claudeAccounts.filter(
-      (acc) => !acc.isActive || acc.status === 'blocked' || acc.status === 'unauthorized'
-    ).length
-    const pausedClaudeAccounts = claudeAccounts.filter(
-      (acc) =>
-        acc.schedulable === false &&
-        acc.isActive &&
-        acc.status !== 'blocked' &&
-        acc.status !== 'unauthorized'
-    ).length
-    const rateLimitedClaudeAccounts = claudeAccounts.filter(
-      (acc) => acc.rateLimitStatus && acc.rateLimitStatus.isRateLimited
-    ).length
-
-    // Claude Console账户统计
-    const normalClaudeConsoleAccounts = claudeConsoleAccounts.filter(
-      (acc) =>
-        acc.isActive &&
-        acc.status !== 'blocked' &&
-        acc.status !== 'unauthorized' &&
-        acc.schedulable !== false &&
-        !(acc.rateLimitStatus && acc.rateLimitStatus.isRateLimited)
-    ).length
-    const abnormalClaudeConsoleAccounts = claudeConsoleAccounts.filter(
-      (acc) => !acc.isActive || acc.status === 'blocked' || acc.status === 'unauthorized'
-    ).length
-    const pausedClaudeConsoleAccounts = claudeConsoleAccounts.filter(
-      (acc) =>
-        acc.schedulable === false &&
-        acc.isActive &&
-        acc.status !== 'blocked' &&
-        acc.status !== 'unauthorized'
-    ).length
-    const rateLimitedClaudeConsoleAccounts = claudeConsoleAccounts.filter(
-      (acc) => acc.rateLimitStatus && acc.rateLimitStatus.isRateLimited
-    ).length
-
-    // Gemini账户统计
-    const normalGeminiAccounts = geminiAccounts.filter(
-      (acc) =>
-        acc.isActive &&
-        acc.status !== 'blocked' &&
-        acc.status !== 'unauthorized' &&
-        acc.schedulable !== false &&
-        !(
-          acc.rateLimitStatus === 'limited' ||
+      for (const acc of accounts) {
+        const isActive = isStringType
+          ? acc.isActive === 'true' ||
+            acc.isActive === true ||
+            (!acc.isActive && acc.isActive !== 'false' && acc.isActive !== false)
+          : acc.isActive
+        const isBlocked = acc.status === 'blocked' || acc.status === 'unauthorized'
+        const isSchedulable = isStringType
+          ? acc.schedulable !== 'false' && acc.schedulable !== false
+          : acc.schedulable !== false
+        const isRateLimited = checkGeminiRateLimit
+          ? acc.rateLimitStatus === 'limited' ||
             (acc.rateLimitStatus && acc.rateLimitStatus.isRateLimited)
-        )
-    ).length
-    const abnormalGeminiAccounts = geminiAccounts.filter(
-      (acc) => !acc.isActive || acc.status === 'blocked' || acc.status === 'unauthorized'
-    ).length
-    const pausedGeminiAccounts = geminiAccounts.filter(
-      (acc) =>
-        acc.schedulable === false &&
-        acc.isActive &&
-        acc.status !== 'blocked' &&
-        acc.status !== 'unauthorized'
-    ).length
-    const rateLimitedGeminiAccounts = geminiAccounts.filter(
-      (acc) =>
-        acc.rateLimitStatus === 'limited' ||
-        (acc.rateLimitStatus && acc.rateLimitStatus.isRateLimited)
-    ).length
+          : acc.rateLimitStatus && acc.rateLimitStatus.isRateLimited
 
-    // Bedrock账户统计
-    const normalBedrockAccounts = bedrockAccounts.filter(
-      (acc) =>
-        acc.isActive &&
-        acc.status !== 'blocked' &&
-        acc.status !== 'unauthorized' &&
-        acc.schedulable !== false &&
-        !(acc.rateLimitStatus && acc.rateLimitStatus.isRateLimited)
-    ).length
-    const abnormalBedrockAccounts = bedrockAccounts.filter(
-      (acc) => !acc.isActive || acc.status === 'blocked' || acc.status === 'unauthorized'
-    ).length
-    const pausedBedrockAccounts = bedrockAccounts.filter(
-      (acc) =>
-        acc.schedulable === false &&
-        acc.isActive &&
-        acc.status !== 'blocked' &&
-        acc.status !== 'unauthorized'
-    ).length
-    const rateLimitedBedrockAccounts = bedrockAccounts.filter(
-      (acc) => acc.rateLimitStatus && acc.rateLimitStatus.isRateLimited
-    ).length
+        if (!isActive || isBlocked) {
+          abnormal++
+        } else if (!isSchedulable) {
+          paused++
+        } else if (isRateLimited) {
+          rateLimited++
+        } else {
+          normal++
+        }
+      }
+      return { normal, abnormal, paused, rateLimited }
+    }
 
-    // OpenAI账户统计
-    // 注意：OpenAI账户的isActive和schedulable是字符串类型，默认值为'true'
-    const normalOpenAIAccounts = openaiAccounts.filter(
-      (acc) =>
-        (acc.isActive === 'true' ||
-          acc.isActive === true ||
-          (!acc.isActive && acc.isActive !== 'false' && acc.isActive !== false)) &&
-        acc.status !== 'blocked' &&
-        acc.status !== 'unauthorized' &&
-        acc.schedulable !== 'false' &&
-        acc.schedulable !== false && // 包括'true'、true和undefined
-        !(acc.rateLimitStatus && acc.rateLimitStatus.isRateLimited)
-    ).length
-    const abnormalOpenAIAccounts = openaiAccounts.filter(
-      (acc) =>
-        acc.isActive === 'false' ||
-        acc.isActive === false ||
-        acc.status === 'blocked' ||
-        acc.status === 'unauthorized'
-    ).length
-    const pausedOpenAIAccounts = openaiAccounts.filter(
-      (acc) =>
-        (acc.schedulable === 'false' || acc.schedulable === false) &&
-        (acc.isActive === 'true' ||
-          acc.isActive === true ||
-          (!acc.isActive && acc.isActive !== 'false' && acc.isActive !== false)) &&
-        acc.status !== 'blocked' &&
-        acc.status !== 'unauthorized'
-    ).length
-    const rateLimitedOpenAIAccounts = openaiAccounts.filter(
-      (acc) => acc.rateLimitStatus && acc.rateLimitStatus.isRateLimited
-    ).length
+    // Droid 账户统计（特殊逻辑）
+    let normalDroidAccounts = 0,
+      abnormalDroidAccounts = 0,
+      pausedDroidAccounts = 0,
+      rateLimitedDroidAccounts = 0
+    for (const acc of droidAccounts) {
+      const isActive = normalizeBoolean(acc.isActive)
+      const isBlocked = acc.status === 'blocked' || acc.status === 'unauthorized'
+      const isSchedulable = normalizeBoolean(acc.schedulable)
+      const isRateLimited = isRateLimitedFlag(acc.rateLimitStatus)
 
-    // CCR账户统计
-    const normalCcrAccounts = ccrAccounts.filter(
-      (acc) =>
-        acc.isActive &&
-        acc.status !== 'blocked' &&
-        acc.status !== 'unauthorized' &&
-        acc.schedulable !== false &&
-        !(acc.rateLimitStatus && acc.rateLimitStatus.isRateLimited)
-    ).length
-    const abnormalCcrAccounts = ccrAccounts.filter(
-      (acc) => !acc.isActive || acc.status === 'blocked' || acc.status === 'unauthorized'
-    ).length
-    const pausedCcrAccounts = ccrAccounts.filter(
-      (acc) =>
-        acc.schedulable === false &&
-        acc.isActive &&
-        acc.status !== 'blocked' &&
-        acc.status !== 'unauthorized'
-    ).length
-    const rateLimitedCcrAccounts = ccrAccounts.filter(
-      (acc) => acc.rateLimitStatus && acc.rateLimitStatus.isRateLimited
-    ).length
+      if (!isActive || isBlocked) {
+        abnormalDroidAccounts++
+      } else if (!isSchedulable) {
+        pausedDroidAccounts++
+      } else if (isRateLimited) {
+        rateLimitedDroidAccounts++
+      } else {
+        normalDroidAccounts++
+      }
+    }
 
-    // OpenAI-Responses账户统计
-    // 注意：OpenAI-Responses账户的isActive和schedulable也是字符串类型
-    const normalOpenAIResponsesAccounts = openaiResponsesAccounts.filter(
-      (acc) =>
-        (acc.isActive === 'true' ||
-          acc.isActive === true ||
-          (!acc.isActive && acc.isActive !== 'false' && acc.isActive !== false)) &&
-        acc.status !== 'blocked' &&
-        acc.status !== 'unauthorized' &&
-        acc.schedulable !== 'false' &&
-        acc.schedulable !== false &&
-        !(acc.rateLimitStatus && acc.rateLimitStatus.isRateLimited)
-    ).length
-    const abnormalOpenAIResponsesAccounts = openaiResponsesAccounts.filter(
-      (acc) =>
-        acc.isActive === 'false' ||
-        acc.isActive === false ||
-        acc.status === 'blocked' ||
-        acc.status === 'unauthorized'
-    ).length
-    const pausedOpenAIResponsesAccounts = openaiResponsesAccounts.filter(
-      (acc) =>
-        (acc.schedulable === 'false' || acc.schedulable === false) &&
-        (acc.isActive === 'true' ||
-          acc.isActive === true ||
-          (!acc.isActive && acc.isActive !== 'false' && acc.isActive !== false)) &&
-        acc.status !== 'blocked' &&
-        acc.status !== 'unauthorized'
-    ).length
-    const rateLimitedOpenAIResponsesAccounts = openaiResponsesAccounts.filter(
-      (acc) => acc.rateLimitStatus && acc.rateLimitStatus.isRateLimited
-    ).length
+    // 计算使用统计
+    let totalTokensUsed = 0,
+      totalRequestsUsed = 0,
+      totalInputTokensUsed = 0,
+      totalOutputTokensUsed = 0,
+      totalCacheCreateTokensUsed = 0,
+      totalCacheReadTokensUsed = 0,
+      totalAllTokensUsed = 0,
+      activeApiKeys = 0,
+      totalApiKeys = 0
+
+    if (globalStats) {
+      // 使用预聚合数据（快速路径）
+      totalRequestsUsed = globalStats.requests
+      totalInputTokensUsed = globalStats.inputTokens
+      totalOutputTokensUsed = globalStats.outputTokens
+      totalCacheCreateTokensUsed = globalStats.cacheCreateTokens
+      totalCacheReadTokensUsed = globalStats.cacheReadTokens
+      totalAllTokensUsed = globalStats.allTokens
+      totalTokensUsed = totalAllTokensUsed
+      totalApiKeys = apiKeyCount.total
+      activeApiKeys = apiKeyCount.active
+    } else {
+      // 回退到遍历（兼容旧数据）
+      totalApiKeys = apiKeys.length
+      for (const key of apiKeys) {
+        const usage = key.usage?.total
+        if (usage) {
+          totalTokensUsed += usage.allTokens || 0
+          totalRequestsUsed += usage.requests || 0
+          totalInputTokensUsed += usage.inputTokens || 0
+          totalOutputTokensUsed += usage.outputTokens || 0
+          totalCacheCreateTokensUsed += usage.cacheCreateTokens || 0
+          totalCacheReadTokensUsed += usage.cacheReadTokens || 0
+          totalAllTokensUsed += usage.allTokens || 0
+        }
+        if (key.isActive) {
+          activeApiKeys++
+        }
+      }
+    }
+
+    // 各平台账户统计（单次遍历）
+    const claudeStats = countAccountStats(claudeAccounts)
+    const claudeConsoleStats = countAccountStats(claudeConsoleAccounts)
+    const geminiStats = countAccountStats(geminiAccounts, { checkGeminiRateLimit: true })
+    const bedrockStats = countAccountStats(bedrockAccounts)
+    const openaiStats = countAccountStats(openaiAccounts, { isStringType: true })
+    const ccrStats = countAccountStats(ccrAccounts)
+    const openaiResponsesStats = countAccountStats(openaiResponsesAccounts, { isStringType: true })
 
     const dashboard = {
       overview: {
-        totalApiKeys: apiKeys.length,
+        totalApiKeys,
         activeApiKeys,
         // 总账户统计（所有平台）
         totalAccounts:
@@ -321,90 +199,90 @@ router.get('/dashboard', authenticateAdmin, async (req, res) => {
           openaiResponsesAccounts.length +
           ccrAccounts.length,
         normalAccounts:
-          normalClaudeAccounts +
-          normalClaudeConsoleAccounts +
-          normalGeminiAccounts +
-          normalBedrockAccounts +
-          normalOpenAIAccounts +
-          normalOpenAIResponsesAccounts +
-          normalCcrAccounts,
+          claudeStats.normal +
+          claudeConsoleStats.normal +
+          geminiStats.normal +
+          bedrockStats.normal +
+          openaiStats.normal +
+          openaiResponsesStats.normal +
+          ccrStats.normal,
         abnormalAccounts:
-          abnormalClaudeAccounts +
-          abnormalClaudeConsoleAccounts +
-          abnormalGeminiAccounts +
-          abnormalBedrockAccounts +
-          abnormalOpenAIAccounts +
-          abnormalOpenAIResponsesAccounts +
-          abnormalCcrAccounts +
+          claudeStats.abnormal +
+          claudeConsoleStats.abnormal +
+          geminiStats.abnormal +
+          bedrockStats.abnormal +
+          openaiStats.abnormal +
+          openaiResponsesStats.abnormal +
+          ccrStats.abnormal +
           abnormalDroidAccounts,
         pausedAccounts:
-          pausedClaudeAccounts +
-          pausedClaudeConsoleAccounts +
-          pausedGeminiAccounts +
-          pausedBedrockAccounts +
-          pausedOpenAIAccounts +
-          pausedOpenAIResponsesAccounts +
-          pausedCcrAccounts +
+          claudeStats.paused +
+          claudeConsoleStats.paused +
+          geminiStats.paused +
+          bedrockStats.paused +
+          openaiStats.paused +
+          openaiResponsesStats.paused +
+          ccrStats.paused +
           pausedDroidAccounts,
         rateLimitedAccounts:
-          rateLimitedClaudeAccounts +
-          rateLimitedClaudeConsoleAccounts +
-          rateLimitedGeminiAccounts +
-          rateLimitedBedrockAccounts +
-          rateLimitedOpenAIAccounts +
-          rateLimitedOpenAIResponsesAccounts +
-          rateLimitedCcrAccounts +
+          claudeStats.rateLimited +
+          claudeConsoleStats.rateLimited +
+          geminiStats.rateLimited +
+          bedrockStats.rateLimited +
+          openaiStats.rateLimited +
+          openaiResponsesStats.rateLimited +
+          ccrStats.rateLimited +
           rateLimitedDroidAccounts,
         // 各平台详细统计
         accountsByPlatform: {
           claude: {
             total: claudeAccounts.length,
-            normal: normalClaudeAccounts,
-            abnormal: abnormalClaudeAccounts,
-            paused: pausedClaudeAccounts,
-            rateLimited: rateLimitedClaudeAccounts
+            normal: claudeStats.normal,
+            abnormal: claudeStats.abnormal,
+            paused: claudeStats.paused,
+            rateLimited: claudeStats.rateLimited
           },
           'claude-console': {
             total: claudeConsoleAccounts.length,
-            normal: normalClaudeConsoleAccounts,
-            abnormal: abnormalClaudeConsoleAccounts,
-            paused: pausedClaudeConsoleAccounts,
-            rateLimited: rateLimitedClaudeConsoleAccounts
+            normal: claudeConsoleStats.normal,
+            abnormal: claudeConsoleStats.abnormal,
+            paused: claudeConsoleStats.paused,
+            rateLimited: claudeConsoleStats.rateLimited
           },
           gemini: {
             total: geminiAccounts.length,
-            normal: normalGeminiAccounts,
-            abnormal: abnormalGeminiAccounts,
-            paused: pausedGeminiAccounts,
-            rateLimited: rateLimitedGeminiAccounts
+            normal: geminiStats.normal,
+            abnormal: geminiStats.abnormal,
+            paused: geminiStats.paused,
+            rateLimited: geminiStats.rateLimited
           },
           bedrock: {
             total: bedrockAccounts.length,
-            normal: normalBedrockAccounts,
-            abnormal: abnormalBedrockAccounts,
-            paused: pausedBedrockAccounts,
-            rateLimited: rateLimitedBedrockAccounts
+            normal: bedrockStats.normal,
+            abnormal: bedrockStats.abnormal,
+            paused: bedrockStats.paused,
+            rateLimited: bedrockStats.rateLimited
           },
           openai: {
             total: openaiAccounts.length,
-            normal: normalOpenAIAccounts,
-            abnormal: abnormalOpenAIAccounts,
-            paused: pausedOpenAIAccounts,
-            rateLimited: rateLimitedOpenAIAccounts
+            normal: openaiStats.normal,
+            abnormal: openaiStats.abnormal,
+            paused: openaiStats.paused,
+            rateLimited: openaiStats.rateLimited
           },
           ccr: {
             total: ccrAccounts.length,
-            normal: normalCcrAccounts,
-            abnormal: abnormalCcrAccounts,
-            paused: pausedCcrAccounts,
-            rateLimited: rateLimitedCcrAccounts
+            normal: ccrStats.normal,
+            abnormal: ccrStats.abnormal,
+            paused: ccrStats.paused,
+            rateLimited: ccrStats.rateLimited
           },
           'openai-responses': {
             total: openaiResponsesAccounts.length,
-            normal: normalOpenAIResponsesAccounts,
-            abnormal: abnormalOpenAIResponsesAccounts,
-            paused: pausedOpenAIResponsesAccounts,
-            rateLimited: rateLimitedOpenAIResponsesAccounts
+            normal: openaiResponsesStats.normal,
+            abnormal: openaiResponsesStats.abnormal,
+            paused: openaiResponsesStats.paused,
+            rateLimited: openaiResponsesStats.rateLimited
           },
           droid: {
             total: droidAccounts.length,
@@ -416,20 +294,20 @@ router.get('/dashboard', authenticateAdmin, async (req, res) => {
         },
         // 保留旧字段以兼容
         activeAccounts:
-          normalClaudeAccounts +
-          normalClaudeConsoleAccounts +
-          normalGeminiAccounts +
-          normalBedrockAccounts +
-          normalOpenAIAccounts +
-          normalOpenAIResponsesAccounts +
-          normalCcrAccounts +
+          claudeStats.normal +
+          claudeConsoleStats.normal +
+          geminiStats.normal +
+          bedrockStats.normal +
+          openaiStats.normal +
+          openaiResponsesStats.normal +
+          ccrStats.normal +
           normalDroidAccounts,
         totalClaudeAccounts: claudeAccounts.length + claudeConsoleAccounts.length,
-        activeClaudeAccounts: normalClaudeAccounts + normalClaudeConsoleAccounts,
-        rateLimitedClaudeAccounts: rateLimitedClaudeAccounts + rateLimitedClaudeConsoleAccounts,
+        activeClaudeAccounts: claudeStats.normal + claudeConsoleStats.normal,
+        rateLimitedClaudeAccounts: claudeStats.rateLimited + claudeConsoleStats.rateLimited,
         totalGeminiAccounts: geminiAccounts.length,
-        activeGeminiAccounts: normalGeminiAccounts,
-        rateLimitedGeminiAccounts,
+        activeGeminiAccounts: geminiStats.normal,
+        rateLimitedGeminiAccounts: geminiStats.rateLimited,
         totalTokensUsed,
         totalRequestsUsed,
         totalInputTokensUsed,
@@ -459,8 +337,8 @@ router.get('/dashboard', authenticateAdmin, async (req, res) => {
       },
       systemHealth: {
         redisConnected: redis.isConnected,
-        claudeAccountsHealthy: normalClaudeAccounts + normalClaudeConsoleAccounts > 0,
-        geminiAccountsHealthy: normalGeminiAccounts > 0,
+        claudeAccountsHealthy: claudeStats.normal + claudeConsoleStats.normal > 0,
+        geminiAccountsHealthy: geminiStats.normal > 0,
         droidAccountsHealthy: normalDroidAccounts > 0,
         uptime: process.uptime()
       },
@@ -480,7 +358,7 @@ router.get('/usage-stats', authenticateAdmin, async (req, res) => {
     const { period = 'daily' } = req.query // daily, monthly
 
     // 获取基础API Key统计
-    const apiKeys = await apiKeyService.getAllApiKeys()
+    const apiKeys = await apiKeyService.getAllApiKeysFast()
 
     const stats = apiKeys.map((key) => ({
       keyId: key.id,
@@ -510,55 +388,48 @@ router.get('/model-stats', authenticateAdmin, async (req, res) => {
       `📊 Getting global model stats, period: ${period}, startDate: ${startDate}, endDate: ${endDate}, today: ${today}, currentMonth: ${currentMonth}`
     )
 
-    const client = redis.getClientSafe()
-
-    // 获取所有模型的统计数据
-    let searchPatterns = []
+    // 收集所有需要扫描的日期
+    const datePatterns = []
 
     if (startDate && endDate) {
-      // 自定义日期范围，生成多个日期的搜索模式
+      // 自定义日期范围
       const start = new Date(startDate)
       const end = new Date(endDate)
 
-      // 确保日期范围有效
       if (start > end) {
         return res.status(400).json({ error: 'Start date must be before or equal to end date' })
       }
 
-      // 限制最大范围为365天
       const daysDiff = Math.ceil((end - start) / (1000 * 60 * 60 * 24)) + 1
       if (daysDiff > 365) {
         return res.status(400).json({ error: 'Date range cannot exceed 365 days' })
       }
 
-      // 生成日期范围内所有日期的搜索模式
       const currentDate = new Date(start)
       while (currentDate <= end) {
         const dateStr = redis.getDateStringInTimezone(currentDate)
-        searchPatterns.push(`usage:model:daily:*:${dateStr}`)
+        datePatterns.push({ dateStr, pattern: `usage:model:daily:*:${dateStr}` })
         currentDate.setDate(currentDate.getDate() + 1)
       }
 
-      logger.info(`📊 Generated ${searchPatterns.length} search patterns for date range`)
+      logger.info(`📊 Generated ${datePatterns.length} search patterns for date range`)
     } else {
       // 使用默认的period
       const pattern =
         period === 'daily'
           ? `usage:model:daily:*:${today}`
           : `usage:model:monthly:*:${currentMonth}`
-      searchPatterns = [pattern]
+      datePatterns.push({ dateStr: period === 'daily' ? today : currentMonth, pattern })
     }
 
-    logger.info('📊 Searching patterns:', searchPatterns)
-
-    // 获取所有匹配的keys
-    const allKeys = []
-    for (const pattern of searchPatterns) {
-      const keys = await client.keys(pattern)
-      allKeys.push(...keys)
+    // 按日期集合扫描，串行避免并行触发多次全库 SCAN
+    const allResults = []
+    for (const { pattern } of datePatterns) {
+      const results = await redis.scanAndGetAllChunked(pattern)
+      allResults.push(...results)
     }
 
-    logger.info(`📊 Found ${allKeys.length} matching keys in total`)
+    logger.info(`📊 Found ${allResults.length} matching keys in total`)
 
     // 模型名标准化函数（与redis.js保持一致）
     const normalizeModelName = (model) => {
@@ -568,23 +439,23 @@ router.get('/model-stats', authenticateAdmin, async (req, res) => {
 
       // 对于Bedrock模型，去掉区域前缀进行统一
       if (model.includes('.anthropic.') || model.includes('.claude')) {
-        // 匹配所有AWS区域格式：region.anthropic.model-name-v1:0 -> claude-model-name
-        // 支持所有AWS区域格式，如：us-east-1, eu-west-1, ap-southeast-1, ca-central-1等
-        let normalized = model.replace(/^[a-z0-9-]+\./, '') // 去掉任何区域前缀（更通用）
-        normalized = normalized.replace('anthropic.', '') // 去掉anthropic前缀
-        normalized = normalized.replace(/-v\d+:\d+$/, '') // 去掉版本后缀（如-v1:0, -v2:1等）
+        let normalized = model.replace(/^[a-z0-9-]+\./, '')
+        normalized = normalized.replace('anthropic.', '')
+        normalized = normalized.replace(/-v\d+:\d+$/, '')
         return normalized
       }
 
-      // 对于其他模型，去掉常见的版本后缀
       return model.replace(/-v\d+:\d+$|:latest$/, '')
     }
 
     // 聚合相同模型的数据
     const modelStatsMap = new Map()
 
-    for (const key of allKeys) {
-      const match = key.match(/usage:model:daily:(.+):\d{4}-\d{2}-\d{2}$/)
+    for (const { key, data } of allResults) {
+      // 支持 daily 和 monthly 两种格式
+      const match =
+        key.match(/usage:model:daily:(.+):\d{4}-\d{2}-\d{2}$/) ||
+        key.match(/usage:model:monthly:(.+):\d{4}-\d{2}$/)
 
       if (!match) {
         logger.warn(`📊 Pattern mismatch for key: ${key}`)
@@ -593,7 +464,6 @@ router.get('/model-stats', authenticateAdmin, async (req, res) => {
 
       const rawModel = match[1]
       const normalizedModel = normalizeModelName(rawModel)
-      const data = await client.hgetall(key)
 
       if (data && Object.keys(data).length > 0) {
         const stats = modelStatsMap.get(normalizedModel) || {

src/routes/admin/droidAccounts.js

@@ -2,6 +2,7 @@ const express = require('express')
 const crypto = require('crypto')
 const droidAccountService = require('../../services/droidAccountService')
 const accountGroupService = require('../../services/accountGroupService')
+const apiKeyService = require('../../services/apiKeyService')
 const redis = require('../../models/redis')
 const { authenticateAdmin } = require('../../middleware/auth')
 const logger = require('../../utils/logger')
@@ -142,38 +143,128 @@ router.post('/droid-accounts/exchange-code', authenticateAdmin, async (req, res)
 router.get('/droid-accounts', authenticateAdmin, async (req, res) => {
   try {
     const accounts = await droidAccountService.getAllAccounts()
-    const allApiKeys = await redis.getAllApiKeys()
+    const accountIds = accounts.map((a) => a.id)
 
-    // 添加使用统计
-    const accountsWithStats = await Promise.all(
-      accounts.map(async (account) => {
-        try {
-          const usageStats = await redis.getAccountUsageStats(account.id, 'droid')
-          let groupInfos = []
-          try {
-            groupInfos = await accountGroupService.getAccountGroups(account.id)
-          } catch (groupError) {
-            logger.debug(`Failed to get group infos for Droid account ${account.id}:`, groupError)
-            groupInfos = []
+    // 并行获取：轻量 API Keys + 分组信息 + daily cost
+    const [allApiKeys, allGroupInfosMap, dailyCostMap] = await Promise.all([
+      apiKeyService.getAllApiKeysLite(),
+      accountGroupService.batchGetAccountGroupsByIndex(accountIds, 'droid'),
+      redis.batchGetAccountDailyCost(accountIds)
+    ])
+
+    // 构建绑定数映射（droid 需要展开 group 绑定）
+    // 1. 先构建 groupId -> accountIds 映射
+    const groupToAccountIds = new Map()
+    for (const [accountId, groups] of allGroupInfosMap) {
+      for (const group of groups) {
+        if (!groupToAccountIds.has(group.id)) {
+          groupToAccountIds.set(group.id, [])
+        }
+        groupToAccountIds.get(group.id).push(accountId)
+      }
     }
 
-          const groupIds = groupInfos.map((group) => group.id)
-          const boundApiKeysCount = allApiKeys.reduce((count, key) => {
+    // 2. 单次遍历构建绑定数
+    const directBindingCount = new Map()
+    const groupBindingCount = new Map()
+    for (const key of allApiKeys) {
       const binding = key.droidAccountId
       if (!binding) {
-              return count
-            }
-            if (binding === account.id) {
-              return count + 1
+        continue
       }
       if (binding.startsWith('group:')) {
         const groupId = binding.substring('group:'.length)
-              if (groupIds.includes(groupId)) {
-                return count + 1
+        groupBindingCount.set(groupId, (groupBindingCount.get(groupId) || 0) + 1)
+      } else {
+        directBindingCount.set(binding, (directBindingCount.get(binding) || 0) + 1)
       }
     }
-            return count
-          }, 0)
+
+    // 批量获取使用统计
+    const client = redis.getClientSafe()
+    const today = redis.getDateStringInTimezone()
+    const tzDate = redis.getDateInTimezone()
+    const currentMonth = `${tzDate.getUTCFullYear()}-${String(tzDate.getUTCMonth() + 1).padStart(2, '0')}`
+
+    const statsPipeline = client.pipeline()
+    for (const accountId of accountIds) {
+      statsPipeline.hgetall(`account_usage:${accountId}`)
+      statsPipeline.hgetall(`account_usage:daily:${accountId}:${today}`)
+      statsPipeline.hgetall(`account_usage:monthly:${accountId}:${currentMonth}`)
+    }
+    const statsResults = await statsPipeline.exec()
+
+    // 处理统计数据
+    const allUsageStatsMap = new Map()
+    const parseUsage = (data) => ({
+      requests: parseInt(data?.totalRequests || data?.requests) || 0,
+      tokens: parseInt(data?.totalTokens || data?.tokens) || 0,
+      inputTokens: parseInt(data?.totalInputTokens || data?.inputTokens) || 0,
+      outputTokens: parseInt(data?.totalOutputTokens || data?.outputTokens) || 0,
+      cacheCreateTokens: parseInt(data?.totalCacheCreateTokens || data?.cacheCreateTokens) || 0,
+      cacheReadTokens: parseInt(data?.totalCacheReadTokens || data?.cacheReadTokens) || 0,
+      allTokens:
+        parseInt(data?.totalAllTokens || data?.allTokens) ||
+        (parseInt(data?.totalInputTokens || data?.inputTokens) || 0) +
+          (parseInt(data?.totalOutputTokens || data?.outputTokens) || 0) +
+          (parseInt(data?.totalCacheCreateTokens || data?.cacheCreateTokens) || 0) +
+          (parseInt(data?.totalCacheReadTokens || data?.cacheReadTokens) || 0)
+    })
+
+    // 构建 accountId -> createdAt 映射用于计算 averages
+    const accountCreatedAtMap = new Map()
+    for (const account of accounts) {
+      accountCreatedAtMap.set(
+        account.id,
+        account.createdAt ? new Date(account.createdAt) : new Date()
+      )
+    }
+
+    for (let i = 0; i < accountIds.length; i++) {
+      const accountId = accountIds[i]
+      const [errTotal, total] = statsResults[i * 3]
+      const [errDaily, daily] = statsResults[i * 3 + 1]
+      const [errMonthly, monthly] = statsResults[i * 3 + 2]
+
+      const totalData = errTotal ? {} : parseUsage(total)
+      const totalTokens = totalData.tokens || 0
+      const totalRequests = totalData.requests || 0
+
+      // 计算 averages
+      const createdAt = accountCreatedAtMap.get(accountId)
+      const now = new Date()
+      const daysSinceCreated = Math.max(1, Math.ceil((now - createdAt) / (1000 * 60 * 60 * 24)))
+      const totalMinutes = Math.max(1, daysSinceCreated * 24 * 60)
+
+      allUsageStatsMap.set(accountId, {
+        total: totalData,
+        daily: errDaily ? {} : parseUsage(daily),
+        monthly: errMonthly ? {} : parseUsage(monthly),
+        averages: {
+          rpm: Math.round((totalRequests / totalMinutes) * 100) / 100,
+          tpm: Math.round((totalTokens / totalMinutes) * 100) / 100,
+          dailyRequests: Math.round((totalRequests / daysSinceCreated) * 100) / 100,
+          dailyTokens: Math.round((totalTokens / daysSinceCreated) * 100) / 100
+        }
+      })
+    }
+
+    // 处理账户数据
+    const accountsWithStats = accounts.map((account) => {
+      const groupInfos = allGroupInfosMap.get(account.id) || []
+      const usageStats = allUsageStatsMap.get(account.id) || {
+        daily: { tokens: 0, requests: 0 },
+        total: { tokens: 0, requests: 0 },
+        monthly: { tokens: 0, requests: 0 },
+        averages: { rpm: 0, tpm: 0, dailyRequests: 0, dailyTokens: 0 }
+      }
+      const dailyCost = dailyCostMap.get(account.id) || 0
+
+      // 计算绑定数：直接绑定 + 通过 group 绑定
+      let boundApiKeysCount = directBindingCount.get(account.id) || 0
+      for (const group of groupInfos) {
+        boundApiKeysCount += groupBindingCount.get(group.id) || 0
+      }
 
       const formattedAccount = formatAccountExpiry(account)
       return {
@@ -182,27 +273,13 @@ router.get('/droid-accounts', authenticateAdmin, async (req, res) => {
         boundApiKeysCount,
         groupInfos,
         usage: {
-              daily: usageStats.daily,
+          daily: { ...usageStats.daily, cost: dailyCost },
           total: usageStats.total,
+          monthly: usageStats.monthly,
           averages: usageStats.averages
         }
       }
-        } catch (error) {
-          logger.warn(`Failed to get stats for Droid account ${account.id}:`, error.message)
-          const formattedAccount = formatAccountExpiry(account)
-          return {
-            ...formattedAccount,
-            boundApiKeysCount: 0,
-            groupInfos: [],
-            usage: {
-              daily: { tokens: 0, requests: 0 },
-              total: { tokens: 0, requests: 0 },
-              averages: { rpm: 0, tpm: 0 }
-            }
-          }
-        }
     })
-    )
 
     return res.json({ success: true, data: accountsWithStats })
   } catch (error) {
@@ -434,7 +511,7 @@ router.get('/droid-accounts/:id', authenticateAdmin, async (req, res) => {
     }
 
     // 获取绑定的 API Key 数量
-    const allApiKeys = await redis.getAllApiKeys()
+    const allApiKeys = await apiKeyService.getAllApiKeysFast()
     const groupIds = groupInfos.map((group) => group.id)
     const boundApiKeysCount = allApiKeys.reduce((count, key) => {
       const binding = key.droidAccountId
@@ -524,4 +601,92 @@ router.post('/droid-accounts/:id/refresh-token', authenticateAdmin, async (req,
   }
 })
 
+// 测试 Droid 账户连通性
+router.post('/droid-accounts/:accountId/test', authenticateAdmin, async (req, res) => {
+  const { accountId } = req.params
+  const { model = 'claude-sonnet-4-20250514' } = req.body
+  const startTime = Date.now()
+
+  try {
+    // 获取账户信息
+    const account = await droidAccountService.getAccount(accountId)
+    if (!account) {
+      return res.status(404).json({ error: 'Account not found' })
+    }
+
+    // 确保 token 有效
+    const tokenResult = await droidAccountService.ensureValidToken(accountId)
+    if (!tokenResult.success) {
+      return res.status(401).json({
+        error: 'Token refresh failed',
+        message: tokenResult.error
+      })
+    }
+
+    const { accessToken } = tokenResult
+
+    // 构造测试请求
+    const axios = require('axios')
+    const { getProxyAgent } = require('../../utils/proxyHelper')
+
+    const apiUrl = 'https://api.factory.ai/v1/messages'
+    const payload = {
+      model,
+      max_tokens: 100,
+      messages: [{ role: 'user', content: 'Say "Hello" in one word.' }]
+    }
+
+    const requestConfig = {
+      headers: {
+        'Content-Type': 'application/json',
+        Authorization: `Bearer ${accessToken}`
+      },
+      timeout: 30000
+    }
+
+    // 配置代理
+    if (account.proxy) {
+      const agent = getProxyAgent(account.proxy)
+      if (agent) {
+        requestConfig.httpsAgent = agent
+        requestConfig.httpAgent = agent
+      }
+    }
+
+    const response = await axios.post(apiUrl, payload, requestConfig)
+    const latency = Date.now() - startTime
+
+    // 提取响应文本
+    let responseText = ''
+    if (response.data?.content?.[0]?.text) {
+      responseText = response.data.content[0].text
+    }
+
+    logger.success(
+      `✅ Droid account test passed: ${account.name} (${accountId}), latency: ${latency}ms`
+    )
+
+    return res.json({
+      success: true,
+      data: {
+        accountId,
+        accountName: account.name,
+        model,
+        latency,
+        responseText: responseText.substring(0, 200)
+      }
+    })
+  } catch (error) {
+    const latency = Date.now() - startTime
+    logger.error(`❌ Droid account test failed: ${accountId}`, error.message)
+
+    return res.status(500).json({
+      success: false,
+      error: 'Test failed',
+      message: error.response?.data?.error?.message || error.message,
+      latency
+    })
+  }
+})
+
 module.exports = router

src/routes/admin/geminiAccounts.js

@@ -74,7 +74,7 @@ router.post('/poll-auth-status', authenticateAdmin, async (req, res) => {
     const result = await geminiAccountService.pollAuthorizationStatus(sessionId)
 
     if (result.success) {
-      logger.success(`✅ Gemini OAuth authorization successful for session: ${sessionId}`)
+      logger.success(`Gemini OAuth authorization successful for session: ${sessionId}`)
       return res.json({ success: true, data: { tokens: result.tokens } })
     } else {
       return res.json({ success: false, error: result.error })
@@ -143,7 +143,7 @@ router.post('/exchange-code', authenticateAdmin, async (req, res) => {
       await redis.deleteOAuthSession(sessionId)
     }
 
-    logger.success('✅ Successfully exchanged Gemini authorization code')
+    logger.success('Successfully exchanged Gemini authorization code')
     return res.json({ success: true, data: { tokens, oauthProvider: resolvedOauthProvider } })
   } catch (error) {
     logger.error('❌ Failed to exchange Gemini authorization code:', error)
@@ -498,7 +498,7 @@ router.post('/:id/reset-status', authenticateAdmin, async (req, res) => {
 
     const result = await geminiAccountService.resetAccountStatus(id)
 
-    logger.success(`✅ Admin reset status for Gemini account: ${id}`)
+    logger.success(`Admin reset status for Gemini account: ${id}`)
     return res.json({ success: true, data: result })
   } catch (error) {
     logger.error('❌ Failed to reset Gemini account status:', error)
@@ -506,4 +506,89 @@ router.post('/:id/reset-status', authenticateAdmin, async (req, res) => {
   }
 })
 
+// 测试 Gemini 账户连通性
+router.post('/:accountId/test', authenticateAdmin, async (req, res) => {
+  const { accountId } = req.params
+  const { model = 'gemini-2.5-flash' } = req.body
+  const startTime = Date.now()
+
+  try {
+    // 获取账户信息
+    const account = await geminiAccountService.getAccount(accountId)
+    if (!account) {
+      return res.status(404).json({ error: 'Account not found' })
+    }
+
+    // 确保 token 有效
+    const tokenResult = await geminiAccountService.ensureValidToken(accountId)
+    if (!tokenResult.success) {
+      return res.status(401).json({
+        error: 'Token refresh failed',
+        message: tokenResult.error
+      })
+    }
+
+    const { accessToken } = tokenResult
+
+    // 构造测试请求
+    const axios = require('axios')
+    const { createGeminiTestPayload } = require('../../utils/testPayloadHelper')
+    const { getProxyAgent } = require('../../utils/proxyHelper')
+
+    const apiUrl = `https://generativelanguage.googleapis.com/v1beta/models/${model}:generateContent`
+    const payload = createGeminiTestPayload(model)
+
+    const requestConfig = {
+      headers: {
+        'Content-Type': 'application/json',
+        Authorization: `Bearer ${accessToken}`
+      },
+      timeout: 30000
+    }
+
+    // 配置代理
+    if (account.proxy) {
+      const agent = getProxyAgent(account.proxy)
+      if (agent) {
+        requestConfig.httpsAgent = agent
+        requestConfig.httpAgent = agent
+      }
+    }
+
+    const response = await axios.post(apiUrl, payload, requestConfig)
+    const latency = Date.now() - startTime
+
+    // 提取响应文本
+    let responseText = ''
+    if (response.data?.candidates?.[0]?.content?.parts?.[0]?.text) {
+      responseText = response.data.candidates[0].content.parts[0].text
+    }
+
+    logger.success(
+      `✅ Gemini account test passed: ${account.name} (${accountId}), latency: ${latency}ms`
+    )
+
+    return res.json({
+      success: true,
+      data: {
+        accountId,
+        accountName: account.name,
+        model,
+        latency,
+        responseText: responseText.substring(0, 200)
+      }
+    })
+  } catch (error) {
+    const latency = Date.now() - startTime
+    logger.error(`❌ Gemini account test failed: ${accountId}`, error.message)
+
+    return res.status(500).json({
+      success: false,
+      error: 'Test failed',
+      message: error.response?.data?.error?.message || error.message,
+      latency
+    })
+  }
+})
+
 module.exports = router

src/routes/admin/geminiApiAccounts.js

@@ -31,53 +31,108 @@ router.get('/gemini-api-accounts', authenticateAdmin, async (req, res) => {
       }
     }
 
-    // 处理使用统计和绑定的 API Key 数量
-    const accountsWithStats = await Promise.all(
-      accounts.map(async (account) => {
-        // 检查并清除过期的限流状态
-        await geminiApiAccountService.checkAndClearRateLimit(account.id)
+    const accountIds = accounts.map((a) => a.id)
 
-        // 获取使用统计信息
-        let usageStats
-        try {
-          usageStats = await redis.getAccountUsageStats(account.id, 'gemini-api')
-        } catch (error) {
-          logger.debug(`Failed to get usage stats for Gemini-API account ${account.id}:`, error)
-          usageStats = {
+    // 并行获取：轻量 API Keys + 分组信息 + daily cost + 清除限流状态
+    const [allApiKeys, allGroupInfosMap, dailyCostMap] = await Promise.all([
+      apiKeyService.getAllApiKeysLite(),
+      accountGroupService.batchGetAccountGroupsByIndex(accountIds, 'gemini'),
+      redis.batchGetAccountDailyCost(accountIds),
+      // 批量清除限流状态
+      Promise.all(accountIds.map((id) => geminiApiAccountService.checkAndClearRateLimit(id)))
+    ])
+
+    // 单次遍历构建绑定数映射（只算直连，不算 group）
+    const bindingCountMap = new Map()
+    for (const key of allApiKeys) {
+      const binding = key.geminiAccountId
+      if (!binding) {
+        continue
+      }
+      // 处理 api: 前缀
+      const accountId = binding.startsWith('api:') ? binding.substring(4) : binding
+      bindingCountMap.set(accountId, (bindingCountMap.get(accountId) || 0) + 1)
+    }
+
+    // 批量获取使用统计
+    const client = redis.getClientSafe()
+    const today = redis.getDateStringInTimezone()
+    const tzDate = redis.getDateInTimezone()
+    const currentMonth = `${tzDate.getUTCFullYear()}-${String(tzDate.getUTCMonth() + 1).padStart(2, '0')}`
+
+    const statsPipeline = client.pipeline()
+    for (const accountId of accountIds) {
+      statsPipeline.hgetall(`account_usage:${accountId}`)
+      statsPipeline.hgetall(`account_usage:daily:${accountId}:${today}`)
+      statsPipeline.hgetall(`account_usage:monthly:${accountId}:${currentMonth}`)
+    }
+    const statsResults = await statsPipeline.exec()
+
+    // 处理统计数据
+    const allUsageStatsMap = new Map()
+    for (let i = 0; i < accountIds.length; i++) {
+      const accountId = accountIds[i]
+      const [errTotal, total] = statsResults[i * 3]
+      const [errDaily, daily] = statsResults[i * 3 + 1]
+      const [errMonthly, monthly] = statsResults[i * 3 + 2]
+
+      const parseUsage = (data) => ({
+        requests: parseInt(data?.totalRequests || data?.requests) || 0,
+        tokens: parseInt(data?.totalTokens || data?.tokens) || 0,
+        inputTokens: parseInt(data?.totalInputTokens || data?.inputTokens) || 0,
+        outputTokens: parseInt(data?.totalOutputTokens || data?.outputTokens) || 0,
+        cacheCreateTokens: parseInt(data?.totalCacheCreateTokens || data?.cacheCreateTokens) || 0,
+        cacheReadTokens: parseInt(data?.totalCacheReadTokens || data?.cacheReadTokens) || 0,
+        allTokens:
+          parseInt(data?.totalAllTokens || data?.allTokens) ||
+          (parseInt(data?.totalInputTokens || data?.inputTokens) || 0) +
+            (parseInt(data?.totalOutputTokens || data?.outputTokens) || 0) +
+            (parseInt(data?.totalCacheCreateTokens || data?.cacheCreateTokens) || 0) +
+            (parseInt(data?.totalCacheReadTokens || data?.cacheReadTokens) || 0)
+      })
+
+      allUsageStatsMap.set(accountId, {
+        total: errTotal ? {} : parseUsage(total),
+        daily: errDaily ? {} : parseUsage(daily),
+        monthly: errMonthly ? {} : parseUsage(monthly)
+      })
+    }
+
+    // 处理账户数据
+    const accountsWithStats = accounts.map((account) => {
+      const groupInfos = allGroupInfosMap.get(account.id) || []
+      const usageStats = allUsageStatsMap.get(account.id) || {
         daily: { requests: 0, tokens: 0, allTokens: 0 },
         total: { requests: 0, tokens: 0, allTokens: 0 },
         monthly: { requests: 0, tokens: 0, allTokens: 0 }
       }
-        }
+      const dailyCost = dailyCostMap.get(account.id) || 0
+      const boundCount = bindingCountMap.get(account.id) || 0
 
-        // 计算绑定的API Key数量（支持 api: 前缀）
-        const allKeys = await redis.getAllApiKeys()
-        let boundCount = 0
-
-        for (const key of allKeys) {
-          if (key.geminiAccountId) {
-            // 检查是否绑定了此 Gemini-API 账户（支持 api: 前缀）
-            if (key.geminiAccountId === `api:${account.id}`) {
-              boundCount++
-            }
-          }
-        }
-
-        // 获取分组信息
-        const groupInfos = await accountGroupService.getAccountGroups(account.id)
+      // 计算 averages（rpm/tpm）
+      const createdAt = account.createdAt ? new Date(account.createdAt) : new Date()
+      const daysSinceCreated = Math.max(
+        1,
+        Math.ceil((Date.now() - createdAt.getTime()) / (1000 * 60 * 60 * 24))
+      )
+      const totalMinutes = daysSinceCreated * 24 * 60
+      const totalRequests = usageStats.total.requests || 0
+      const totalTokens = usageStats.total.tokens || usageStats.total.allTokens || 0
 
       return {
         ...account,
         groupInfos,
         usage: {
-            daily: usageStats.daily,
+          daily: { ...usageStats.daily, cost: dailyCost },
           total: usageStats.total,
-            averages: usageStats.averages || usageStats.monthly
+          averages: {
+            rpm: Math.round((totalRequests / totalMinutes) * 100) / 100,
+            tpm: Math.round((totalTokens / totalMinutes) * 100) / 100
+          }
         },
         boundApiKeys: boundCount
       }
     })
-    )
 
     res.json({ success: true, data: accountsWithStats })
   } catch (error) {
@@ -275,7 +330,7 @@ router.delete('/gemini-api-accounts/:id', authenticateAdmin, async (req, res) =>
       message += `，${unboundCount} 个 API Key 已切换为共享池模式`
     }
 
-    logger.success(`✅ ${message}`)
+    logger.success(`${message}`)
 
     res.json({
       success: true,
@@ -389,7 +444,7 @@ router.post('/gemini-api-accounts/:id/reset-status', authenticateAdmin, async (r
 
     const result = await geminiApiAccountService.resetAccountStatus(id)
 
-    logger.success(`✅ Admin reset status for Gemini-API account: ${id}`)
+    logger.success(`Admin reset status for Gemini-API account: ${id}`)
     return res.json({ success: true, data: result })
   } catch (error) {
     logger.error('❌ Failed to reset Gemini-API account status:', error)

src/routes/admin/index.js

@@ -26,6 +26,8 @@ const systemRoutes = require('./system')
 const concurrencyRoutes = require('./concurrency')
 const claudeRelayConfigRoutes = require('./claudeRelayConfig')
 const syncRoutes = require('./sync')
+const serviceRatesRoutes = require('./serviceRates')
+const quotaCardsRoutes = require('./quotaCards')
 
 // 挂载所有子路由
 // 使用完整路径的模块（直接挂载到根路径）
@@ -43,6 +45,8 @@ router.use('/', systemRoutes)
 router.use('/', concurrencyRoutes)
 router.use('/', claudeRelayConfigRoutes)
 router.use('/', syncRoutes)
+router.use('/', serviceRatesRoutes)
+router.use('/', quotaCardsRoutes)
 
 // 使用相对路径的模块（需要指定基础路径前缀）
 router.use('/account-groups', accountGroupsRoutes)

src/routes/admin/openaiAccounts.js

@@ -80,7 +80,7 @@ router.post('/generate-auth-url', authenticateAdmin, async (req, res) => {
 
     const authUrl = `${OPENAI_CONFIG.BASE_URL}/oauth/authorize?${params.toString()}`
 
-    logger.success('🔗 Generated OpenAI OAuth authorization URL')
+    logger.success('Generated OpenAI OAuth authorization URL')
 
     return res.json({
       success: true,
@@ -191,7 +191,7 @@ router.post('/exchange-code', authenticateAdmin, async (req, res) => {
     // 清理 Redis 会话
     await redis.deleteOAuthSession(sessionId)
 
-    logger.success('✅ OpenAI OAuth token exchange successful')
+    logger.success('OpenAI OAuth token exchange successful')
 
     return res.json({
       success: true,
@@ -386,7 +386,7 @@ router.post('/', authenticateAdmin, async (req, res) => {
         delete refreshedAccount.accessToken
         delete refreshedAccount.refreshToken
 
-        logger.success(`✅ 创建并验证 OpenAI 账户成功: ${name} (ID: ${tempAccount.id})`)
+        logger.success(`创建并验证 OpenAI 账户成功: ${name} (ID: ${tempAccount.id})`)
 
         return res.json({
           success: true,
@@ -450,7 +450,7 @@ router.post('/', authenticateAdmin, async (req, res) => {
       }
     }
 
-    logger.success(`✅ 创建 OpenAI 账户成功: ${name} (ID: ${createdAccount.id})`)
+    logger.success(`创建 OpenAI 账户成功: ${name} (ID: ${createdAccount.id})`)
 
     return res.json({
       success: true,
@@ -541,7 +541,7 @@ router.put('/:id', authenticateAdmin, async (req, res) => {
           })
         }
 
-        logger.success(`✅ Token 验证成功，继续更新账户信息`)
+        logger.success(`Token 验证成功，继续更新账户信息`)
       } catch (refreshError) {
         // 刷新失败，恢复原始 token
         logger.warn(`❌ Token 验证失败，恢复原始配置: ${refreshError.message}`)
@@ -755,7 +755,7 @@ router.post('/:accountId/reset-status', authenticateAdmin, async (req, res) => {
 
     const result = await openaiAccountService.resetAccountStatus(accountId)
 
-    logger.success(`✅ Admin reset status for OpenAI account: ${accountId}`)
+    logger.success(`Admin reset status for OpenAI account: ${accountId}`)
     return res.json({ success: true, data: result })
   } catch (error) {
     logger.error('❌ Failed to reset OpenAI account status:', error)

src/routes/admin/openaiResponsesAccounts.js

@@ -39,64 +39,84 @@ router.get('/openai-responses-accounts', authenticateAdmin, async (req, res) =>
       }
     }
 
-    // 处理额度信息、使用统计和绑定的 API Key 数量
-    const accountsWithStats = await Promise.all(
-      accounts.map(async (account) => {
-        try {
-          // 检查是否需要重置额度
-          const today = redis.getDateStringInTimezone()
-          if (account.lastResetDate !== today) {
-            // 今天还没重置过，需要重置
-            await openaiResponsesAccountService.updateAccount(account.id, {
-              dailyUsage: '0',
-              lastResetDate: today,
-              quotaStoppedAt: ''
-            })
-            account.dailyUsage = '0'
-            account.lastResetDate = today
-            account.quotaStoppedAt = ''
+    const accountIds = accounts.map((a) => a.id)
+
+    // 并行获取：轻量 API Keys + 分组信息 + daily cost + 清理限流状态
+    const [allApiKeys, allGroupInfosMap, dailyCostMap] = await Promise.all([
+      apiKeyService.getAllApiKeysLite(),
+      accountGroupService.batchGetAccountGroupsByIndex(accountIds, 'openai'),
+      redis.batchGetAccountDailyCost(accountIds),
+      // 批量清理限流状态
+      Promise.all(accountIds.map((id) => openaiResponsesAccountService.checkAndClearRateLimit(id)))
+    ])
+
+    // 单次遍历构建绑定数映射（只算直连，不算 group）
+    const bindingCountMap = new Map()
+    for (const key of allApiKeys) {
+      const binding = key.openaiAccountId
+      if (!binding) {
+        continue
+      }
+      // 处理 responses: 前缀
+      const accountId = binding.startsWith('responses:') ? binding.substring(10) : binding
+      bindingCountMap.set(accountId, (bindingCountMap.get(accountId) || 0) + 1)
     }
 
-          // 检查并清除过期的限流状态
-          await openaiResponsesAccountService.checkAndClearRateLimit(account.id)
+    // 批量获取使用统计（不含 daily cost，已单独获取）
+    const client = redis.getClientSafe()
+    const today = redis.getDateStringInTimezone()
+    const tzDate = redis.getDateInTimezone()
+    const currentMonth = `${tzDate.getUTCFullYear()}-${String(tzDate.getUTCMonth() + 1).padStart(2, '0')}`
 
-          // 获取使用统计信息
-          let usageStats
-          try {
-            usageStats = await redis.getAccountUsageStats(account.id, 'openai-responses')
-          } catch (error) {
-            logger.debug(
-              `Failed to get usage stats for OpenAI-Responses account ${account.id}:`,
-              error
-            )
-            usageStats = {
+    const statsPipeline = client.pipeline()
+    for (const accountId of accountIds) {
+      statsPipeline.hgetall(`account_usage:${accountId}`)
+      statsPipeline.hgetall(`account_usage:daily:${accountId}:${today}`)
+      statsPipeline.hgetall(`account_usage:monthly:${accountId}:${currentMonth}`)
+    }
+    const statsResults = await statsPipeline.exec()
+
+    // 处理统计数据
+    const allUsageStatsMap = new Map()
+    for (let i = 0; i < accountIds.length; i++) {
+      const accountId = accountIds[i]
+      const [errTotal, total] = statsResults[i * 3]
+      const [errDaily, daily] = statsResults[i * 3 + 1]
+      const [errMonthly, monthly] = statsResults[i * 3 + 2]
+
+      const parseUsage = (data) => ({
+        requests: parseInt(data?.totalRequests || data?.requests) || 0,
+        tokens: parseInt(data?.totalTokens || data?.tokens) || 0,
+        inputTokens: parseInt(data?.totalInputTokens || data?.inputTokens) || 0,
+        outputTokens: parseInt(data?.totalOutputTokens || data?.outputTokens) || 0,
+        cacheCreateTokens: parseInt(data?.totalCacheCreateTokens || data?.cacheCreateTokens) || 0,
+        cacheReadTokens: parseInt(data?.totalCacheReadTokens || data?.cacheReadTokens) || 0,
+        allTokens:
+          parseInt(data?.totalAllTokens || data?.allTokens) ||
+          (parseInt(data?.totalInputTokens || data?.inputTokens) || 0) +
+            (parseInt(data?.totalOutputTokens || data?.outputTokens) || 0) +
+            (parseInt(data?.totalCacheCreateTokens || data?.cacheCreateTokens) || 0) +
+            (parseInt(data?.totalCacheReadTokens || data?.cacheReadTokens) || 0)
+      })
+
+      allUsageStatsMap.set(accountId, {
+        total: errTotal ? {} : parseUsage(total),
+        daily: errDaily ? {} : parseUsage(daily),
+        monthly: errMonthly ? {} : parseUsage(monthly)
+      })
+    }
+
+    // 处理额度信息、使用统计和绑定的 API Key 数量
+    const accountsWithStats = accounts.map((account) => {
+      const usageStats = allUsageStatsMap.get(account.id) || {
         daily: { requests: 0, tokens: 0, allTokens: 0 },
         total: { requests: 0, tokens: 0, allTokens: 0 },
         monthly: { requests: 0, tokens: 0, allTokens: 0 }
       }
-          }
 
-          // 计算绑定的API Key数量（支持 responses: 前缀）
-          const allKeys = await redis.getAllApiKeys()
-          let boundCount = 0
-
-          for (const key of allKeys) {
-            // 检查是否绑定了该账户（包括 responses: 前缀）
-            if (
-              key.openaiAccountId === account.id ||
-              key.openaiAccountId === `responses:${account.id}`
-            ) {
-              boundCount++
-            }
-          }
-
-          // 调试日志：检查绑定计数
-          if (boundCount > 0) {
-            logger.info(`OpenAI-Responses account ${account.id} has ${boundCount} bound API keys`)
-          }
-
-          // 获取分组信息
-          const groupInfos = await accountGroupService.getAccountGroups(account.id)
+      const groupInfos = allGroupInfosMap.get(account.id) || []
+      const boundCount = bindingCountMap.get(account.id) || 0
+      const dailyCost = dailyCostMap.get(account.id) || 0
 
       const formattedAccount = formatAccountExpiry(account)
       return {
@@ -104,27 +124,12 @@ router.get('/openai-responses-accounts', authenticateAdmin, async (req, res) =>
         groupInfos,
         boundApiKeysCount: boundCount,
         usage: {
-              daily: usageStats.daily,
+          daily: { ...usageStats.daily, cost: dailyCost },
           total: usageStats.total,
           monthly: usageStats.monthly
         }
       }
-        } catch (error) {
-          logger.error(`Failed to process OpenAI-Responses account ${account.id}:`, error)
-          const formattedAccount = formatAccountExpiry(account)
-          return {
-            ...formattedAccount,
-            groupInfos: [],
-            boundApiKeysCount: 0,
-            usage: {
-              daily: { requests: 0, tokens: 0, allTokens: 0 },
-              total: { requests: 0, tokens: 0, allTokens: 0 },
-              monthly: { requests: 0, tokens: 0, allTokens: 0 }
-            }
-          }
-        }
     })
-    )
 
     res.json({ success: true, data: accountsWithStats })
   } catch (error) {
@@ -413,7 +418,7 @@ router.post('/openai-responses-accounts/:id/reset-status', authenticateAdmin, as
 
     const result = await openaiResponsesAccountService.resetAccountStatus(id)
 
-    logger.success(`✅ Admin reset status for OpenAI-Responses account: ${id}`)
+    logger.success(`Admin reset status for OpenAI-Responses account: ${id}`)
     return res.json({ success: true, data: result })
   } catch (error) {
     logger.error('❌ Failed to reset OpenAI-Responses account status:', error)
@@ -432,7 +437,7 @@ router.post('/openai-responses-accounts/:id/reset-usage', authenticateAdmin, asy
       quotaStoppedAt: ''
     })
 
-    logger.success(`✅ Admin manually reset daily usage for OpenAI-Responses account ${id}`)
+    logger.success(`Admin manually reset daily usage for OpenAI-Responses account ${id}`)
 
     res.json({
       success: true,
@@ -447,4 +452,85 @@ router.post('/openai-responses-accounts/:id/reset-usage', authenticateAdmin, asy
   }
 })
 
+// 测试 OpenAI-Responses 账户连通性
+router.post('/openai-responses-accounts/:accountId/test', authenticateAdmin, async (req, res) => {
+  const { accountId } = req.params
+  const { model = 'gpt-4o-mini' } = req.body
+  const startTime = Date.now()
+
+  try {
+    // 获取账户信息
+    const account = await openaiResponsesAccountService.getAccount(accountId)
+    if (!account) {
+      return res.status(404).json({ error: 'Account not found' })
+    }
+
+    // 获取解密后的 API Key
+    const apiKey = await openaiResponsesAccountService.getDecryptedApiKey(accountId)
+    if (!apiKey) {
+      return res.status(401).json({ error: 'API Key not found or decryption failed' })
+    }
+
+    // 构造测试请求
+    const axios = require('axios')
+    const { createOpenAITestPayload } = require('../../utils/testPayloadHelper')
+    const { getProxyAgent } = require('../../utils/proxyHelper')
+
+    const baseUrl = account.baseUrl || 'https://api.openai.com'
+    const apiUrl = `${baseUrl}/v1/chat/completions`
+    const payload = createOpenAITestPayload(model)
+
+    const requestConfig = {
+      headers: {
+        'Content-Type': 'application/json',
+        Authorization: `Bearer ${apiKey}`
+      },
+      timeout: 30000
+    }
+
+    // 配置代理
+    if (account.proxy) {
+      const agent = getProxyAgent(account.proxy)
+      if (agent) {
+        requestConfig.httpsAgent = agent
+        requestConfig.httpAgent = agent
+      }
+    }
+
+    const response = await axios.post(apiUrl, payload, requestConfig)
+    const latency = Date.now() - startTime
+
+    // 提取响应文本
+    let responseText = ''
+    if (response.data?.choices?.[0]?.message?.content) {
+      responseText = response.data.choices[0].message.content
+    }
+
+    logger.success(
+      `✅ OpenAI-Responses account test passed: ${account.name} (${accountId}), latency: ${latency}ms`
+    )
+
+    return res.json({
+      success: true,
+      data: {
+        accountId,
+        accountName: account.name,
+        model,
+        latency,
+        responseText: responseText.substring(0, 200)
+      }
+    })
+  } catch (error) {
+    const latency = Date.now() - startTime
+    logger.error(`❌ OpenAI-Responses account test failed: ${accountId}`, error.message)
+
+    return res.status(500).json({
+      success: false,
+      error: 'Test failed',
+      message: error.response?.data?.error?.message || error.message,
+      latency
+    })
+  }
+})
+
 module.exports = router

src/routes/admin/quotaCards.js

@@ -0,0 +1,242 @@
+/**
+ * 额度卡/时间卡管理路由
+ */
+const express = require('express')
+const router = express.Router()
+const quotaCardService = require('../../services/quotaCardService')
+const apiKeyService = require('../../services/apiKeyService')
+const logger = require('../../utils/logger')
+const { authenticateAdmin } = require('../../middleware/auth')
+
+// ═══════════════════════════════════════════════════════════════════════════
+// 额度卡管理
+// ═══════════════════════════════════════════════════════════════════════════
+
+// 获取额度卡上限配置
+router.get('/quota-cards/limits', authenticateAdmin, async (req, res) => {
+  try {
+    const config = await quotaCardService.getLimitsConfig()
+    res.json({ success: true, data: config })
+  } catch (error) {
+    logger.error('❌ Failed to get quota card limits:', error)
+    res.status(500).json({ success: false, error: error.message })
+  }
+})
+
+// 更新额度卡上限配置
+router.put('/quota-cards/limits', authenticateAdmin, async (req, res) => {
+  try {
+    const { enabled, maxExpiryDays, maxTotalCostLimit } = req.body
+    const config = await quotaCardService.saveLimitsConfig({
+      enabled,
+      maxExpiryDays,
+      maxTotalCostLimit
+    })
+    res.json({ success: true, data: config })
+  } catch (error) {
+    logger.error('❌ Failed to save quota card limits:', error)
+    res.status(500).json({ success: false, error: error.message })
+  }
+})
+
+// 获取额度卡列表
+router.get('/quota-cards', authenticateAdmin, async (req, res) => {
+  try {
+    const { status, limit = 100, offset = 0 } = req.query
+    const result = await quotaCardService.getAllCards({
+      status,
+      limit: parseInt(limit),
+      offset: parseInt(offset)
+    })
+
+    res.json({
+      success: true,
+      data: result
+    })
+  } catch (error) {
+    logger.error('❌ Failed to get quota cards:', error)
+    res.status(500).json({
+      success: false,
+      error: error.message
+    })
+  }
+})
+
+// 获取额度卡统计
+router.get('/quota-cards/stats', authenticateAdmin, async (req, res) => {
+  try {
+    const stats = await quotaCardService.getCardStats()
+    res.json({
+      success: true,
+      data: stats
+    })
+  } catch (error) {
+    logger.error('❌ Failed to get quota card stats:', error)
+    res.status(500).json({
+      success: false,
+      error: error.message
+    })
+  }
+})
+
+// 获取单个额度卡详情
+router.get('/quota-cards/:id', authenticateAdmin, async (req, res) => {
+  try {
+    const card = await quotaCardService.getCardById(req.params.id)
+    if (!card) {
+      return res.status(404).json({
+        success: false,
+        error: 'Card not found'
+      })
+    }
+
+    res.json({
+      success: true,
+      data: card
+    })
+  } catch (error) {
+    logger.error('❌ Failed to get quota card:', error)
+    res.status(500).json({
+      success: false,
+      error: error.message
+    })
+  }
+})
+
+// 创建额度卡
+router.post('/quota-cards', authenticateAdmin, async (req, res) => {
+  try {
+    const { type, quotaAmount, timeAmount, timeUnit, expiresAt, note, count = 1 } = req.body
+
+    if (!type) {
+      return res.status(400).json({
+        success: false,
+        error: 'type is required'
+      })
+    }
+
+    const createdBy = req.session?.username || 'admin'
+    const options = {
+      type,
+      quotaAmount: parseFloat(quotaAmount || 0),
+      timeAmount: parseInt(timeAmount || 0),
+      timeUnit: timeUnit || 'days',
+      expiresAt,
+      note,
+      createdBy
+    }
+
+    let result
+    if (count > 1) {
+      result = await quotaCardService.createCardsBatch(options, Math.min(count, 100))
+    } else {
+      result = await quotaCardService.createCard(options)
+    }
+
+    res.json({
+      success: true,
+      data: result
+    })
+  } catch (error) {
+    logger.error('❌ Failed to create quota card:', error)
+    res.status(500).json({
+      success: false,
+      error: error.message
+    })
+  }
+})
+
+// 删除未使用的额度卡
+router.delete('/quota-cards/:id', authenticateAdmin, async (req, res) => {
+  try {
+    const result = await quotaCardService.deleteCard(req.params.id)
+    res.json({
+      success: true,
+      data: result
+    })
+  } catch (error) {
+    logger.error('❌ Failed to delete quota card:', error)
+    res.status(500).json({
+      success: false,
+      error: error.message
+    })
+  }
+})
+
+// ═══════════════════════════════════════════════════════════════════════════
+// 核销记录管理
+// ═══════════════════════════════════════════════════════════════════════════
+
+// 获取核销记录列表
+router.get('/redemptions', authenticateAdmin, async (req, res) => {
+  try {
+    const { userId, apiKeyId, limit = 100, offset = 0 } = req.query
+    const result = await quotaCardService.getRedemptions({
+      userId,
+      apiKeyId,
+      limit: parseInt(limit),
+      offset: parseInt(offset)
+    })
+
+    res.json({
+      success: true,
+      data: result
+    })
+  } catch (error) {
+    logger.error('❌ Failed to get redemptions:', error)
+    res.status(500).json({
+      success: false,
+      error: error.message
+    })
+  }
+})
+
+// 撤销核销
+router.post('/redemptions/:id/revoke', authenticateAdmin, async (req, res) => {
+  try {
+    const { reason } = req.body
+    const revokedBy = req.session?.username || 'admin'
+
+    const result = await quotaCardService.revokeRedemption(req.params.id, revokedBy, reason)
+
+    res.json({
+      success: true,
+      data: result
+    })
+  } catch (error) {
+    logger.error('❌ Failed to revoke redemption:', error)
+    res.status(500).json({
+      success: false,
+      error: error.message
+    })
+  }
+})
+
+// 延长有效期
+router.post('/api-keys/:id/extend-expiry', authenticateAdmin, async (req, res) => {
+  try {
+    const { amount, unit = 'days' } = req.body
+
+    if (!amount || amount <= 0) {
+      return res.status(400).json({
+        success: false,
+        error: 'amount must be a positive number'
+      })
+    }
+
+    const result = await apiKeyService.extendExpiry(req.params.id, parseInt(amount), unit)
+
+    res.json({
+      success: true,
+      data: result
+    })
+  } catch (error) {
+    logger.error('❌ Failed to extend expiry:', error)
+    res.status(500).json({
+      success: false,
+      error: error.message
+    })
+  }
+})
+
+module.exports = router

src/routes/admin/serviceRates.js

@@ -0,0 +1,72 @@
+/**
+ * 服务倍率配置管理路由
+ */
+const express = require('express')
+const router = express.Router()
+const serviceRatesService = require('../../services/serviceRatesService')
+const logger = require('../../utils/logger')
+const { authenticateAdmin } = require('../../middleware/auth')
+
+// 获取服务倍率配置
+router.get('/service-rates', authenticateAdmin, async (req, res) => {
+  try {
+    const rates = await serviceRatesService.getRates()
+    res.json({
+      success: true,
+      data: rates
+    })
+  } catch (error) {
+    logger.error('❌ Failed to get service rates:', error)
+    res.status(500).json({
+      success: false,
+      error: error.message
+    })
+  }
+})
+
+// 更新服务倍率配置
+router.put('/service-rates', authenticateAdmin, async (req, res) => {
+  try {
+    const { rates, baseService } = req.body
+
+    if (!rates || typeof rates !== 'object') {
+      return res.status(400).json({
+        success: false,
+        error: 'rates is required and must be an object'
+      })
+    }
+
+    const updatedBy = req.session?.username || 'admin'
+    const result = await serviceRatesService.saveRates({ rates, baseService }, updatedBy)
+
+    res.json({
+      success: true,
+      data: result
+    })
+  } catch (error) {
+    logger.error('❌ Failed to update service rates:', error)
+    res.status(500).json({
+      success: false,
+      error: error.message
+    })
+  }
+})
+
+// 获取可用服务列表
+router.get('/service-rates/services', authenticateAdmin, async (req, res) => {
+  try {
+    const services = await serviceRatesService.getAvailableServices()
+    res.json({
+      success: true,
+      data: services
+    })
+  } catch (error) {
+    logger.error('❌ Failed to get available services:', error)
+    res.status(500).json({
+      success: false,
+      error: error.message
+    })
+  }
+})
+
+module.exports = router

src/routes/admin/sync.js

@@ -288,10 +288,12 @@ router.get('/sync/export-accounts', authenticateAdmin, async (req, res) => {
     // ===== OpenAI OAuth accounts =====
     const openaiOAuthAccounts = []
     {
-      const client = redis.getClientSafe()
-      const openaiKeys = await client.keys('openai:account:*')
-      for (const key of openaiKeys) {
-        const id = key.split(':').slice(2).join(':')
+      const openaiIds = await redis.getAllIdsByIndex(
+        'openai:account:index',
+        'openai:account:*',
+        /^openai:account:(.+)$/
+      )
+      for (const id of openaiIds) {
         const account = await openaiAccountService.getAccount(id)
         if (!account) {
           continue
@@ -390,10 +392,12 @@ router.get('/sync/export-accounts', authenticateAdmin, async (req, res) => {
 
     // ===== OpenAI Responses API Key accounts =====
     const openaiResponsesAccounts = []
-    const client = redis.getClientSafe()
-    const openaiResponseKeys = await client.keys('openai_responses_account:*')
-    for (const key of openaiResponseKeys) {
-      const id = key.split(':').slice(1).join(':')
+    const openaiResponseIds = await redis.getAllIdsByIndex(
+      'openai_responses_account:index',
+      'openai_responses_account:*',
+      /^openai_responses_account:(.+)$/
+    )
+    for (const id of openaiResponseIds) {
       const full = await openaiResponsesAccountService.getAccount(id)
       if (!full) {
         continue

src/routes/admin/system.js

@@ -267,6 +267,11 @@ router.get('/oem-settings', async (req, res) => {
       siteIcon: '',
       siteIconData: '', // Base64编码的图标数据
       showAdminButton: true, // 是否显示管理后台按钮
+      apiStatsNotice: {
+        enabled: false,
+        title: '',
+        content: ''
+      },
       updatedAt: new Date().toISOString()
     }
 
@@ -296,7 +301,7 @@ router.get('/oem-settings', async (req, res) => {
 // 更新OEM设置
 router.put('/oem-settings', authenticateAdmin, async (req, res) => {
   try {
-    const { siteName, siteIcon, siteIconData, showAdminButton } = req.body
+    const { siteName, siteIcon, siteIconData, showAdminButton, apiStatsNotice } = req.body
 
     // 验证输入
     if (!siteName || typeof siteName !== 'string' || siteName.trim().length === 0) {
@@ -328,6 +333,11 @@ router.put('/oem-settings', authenticateAdmin, async (req, res) => {
       siteIcon: (siteIcon || '').trim(),
       siteIconData: (siteIconData || '').trim(), // Base64数据
       showAdminButton: showAdminButton !== false, // 默认为true
+      apiStatsNotice: {
+        enabled: apiStatsNotice?.enabled === true,
+        title: (apiStatsNotice?.title || '').trim().slice(0, 100),
+        content: (apiStatsNotice?.content || '').trim().slice(0, 2000)
+      },
       updatedAt: new Date().toISOString()
     }
 

src/routes/api.js

@@ -27,14 +27,21 @@ const {
 } = require('../services/anthropicGeminiBridgeService')
 const router = express.Router()
 
-function queueRateLimitUpdate(rateLimitInfo, usageSummary, model, context = '') {
+function queueRateLimitUpdate(
+  rateLimitInfo,
+  usageSummary,
+  model,
+  context = '',
+  keyId = null,
+  accountType = null
+) {
   if (!rateLimitInfo) {
     return Promise.resolve({ totalTokens: 0, totalCost: 0 })
   }
 
   const label = context ? ` (${context})` : ''
 
-  return updateRateLimitCounters(rateLimitInfo, usageSummary, model)
+  return updateRateLimitCounters(rateLimitInfo, usageSummary, model, keyId, accountType)
     .then(({ totalTokens, totalCost }) => {
       if (totalTokens > 0) {
         logger.api(`📊 Updated rate limit token count${label}: +${totalTokens} tokens`)
@@ -477,7 +484,7 @@ async function handleMessagesRequest(req, res) {
               }
 
               apiKeyService
-                .recordUsageWithDetails(_apiKeyId, usageObject, model, usageAccountId, 'claude')
+                .recordUsageWithDetails(_apiKeyId, usageObject, model, usageAccountId, accountType)
                 .catch((error) => {
                   logger.error('❌ Failed to record stream usage:', error)
                 })
@@ -491,7 +498,9 @@ async function handleMessagesRequest(req, res) {
                   cacheReadTokens
                 },
                 model,
-                'claude-stream'
+                'claude-stream',
+                _apiKeyId,
+                accountType
               )
 
               usageDataCaptured = true
@@ -589,7 +598,9 @@ async function handleMessagesRequest(req, res) {
                   cacheReadTokens
                 },
                 model,
-                'claude-console-stream'
+                'claude-console-stream',
+                _apiKeyIdConsole,
+                accountType
               )
 
               usageDataCaptured = true
@@ -637,7 +648,8 @@ async function handleMessagesRequest(req, res) {
                 0,
                 0,
                 result.model,
-                accountId
+                accountId,
+                'bedrock'
               )
               .catch((error) => {
                 logger.error('❌ Failed to record Bedrock stream usage:', error)
@@ -652,7 +664,9 @@ async function handleMessagesRequest(req, res) {
                 cacheReadTokens: 0
               },
               result.model,
-              'bedrock-stream'
+              'bedrock-stream',
+              _apiKeyIdBedrock,
+              'bedrock'
             )
 
             usageDataCaptured = true
@@ -744,7 +758,9 @@ async function handleMessagesRequest(req, res) {
                   cacheReadTokens
                 },
                 model,
-                'ccr-stream'
+                'ccr-stream',
+                _apiKeyIdCcr,
+                'ccr'
               )
 
               usageDataCaptured = true
@@ -1104,7 +1120,8 @@ async function handleMessagesRequest(req, res) {
             cacheCreateTokens,
             cacheReadTokens,
             model,
-            responseAccountId
+            responseAccountId,
+            accountType
           )
 
           await queueRateLimitUpdate(
@@ -1116,7 +1133,9 @@ async function handleMessagesRequest(req, res) {
               cacheReadTokens
             },
             model,
-            'claude-non-stream'
+            'claude-non-stream',
+            _apiKeyIdNonStream,
+            accountType
           )
 
           usageRecorded = true

src/routes/apiStats.js

@@ -5,10 +5,39 @@ const apiKeyService = require('../services/apiKeyService')
 const CostCalculator = require('../utils/costCalculator')
 const claudeAccountService = require('../services/claudeAccountService')
 const openaiAccountService = require('../services/openaiAccountService')
+const serviceRatesService = require('../services/serviceRatesService')
 const { createClaudeTestPayload } = require('../utils/testPayloadHelper')
+const modelsConfig = require('../../config/models')
+const { getSafeMessage } = require('../utils/errorSanitizer')
 
 const router = express.Router()
 
+// 📋 获取可用模型列表（公开接口）
+router.get('/models', (req, res) => {
+  const { service } = req.query
+
+  if (service) {
+    // 返回指定服务的模型
+    const models = modelsConfig.getModelsByService(service)
+    return res.json({
+      success: true,
+      data: models
+    })
+  }
+
+  // 返回所有模型（按服务分组）
+  res.json({
+    success: true,
+    data: {
+      claude: modelsConfig.CLAUDE_MODELS,
+      gemini: modelsConfig.GEMINI_MODELS,
+      openai: modelsConfig.OPENAI_MODELS,
+      other: modelsConfig.OTHER_MODELS,
+      all: modelsConfig.getAllModels()
+    }
+  })
+})
+
 // 🏠 重定向页面请求到新版 admin-spa
 router.get('/', (req, res) => {
   res.redirect(301, '/admin-next/api-stats')
@@ -39,7 +68,7 @@ router.post('/api/get-key-id', async (req, res) => {
 
     if (!validation.valid) {
       const clientIP = req.ip || req.connection?.remoteAddress || 'unknown'
-      logger.security(`🔒 Invalid API key in get-key-id: ${validation.error} from ${clientIP}`)
+      logger.security(`Invalid API key in get-key-id: ${validation.error} from ${clientIP}`)
       return res.status(401).json({
         error: 'Invalid API key',
         message: validation.error
@@ -87,7 +116,7 @@ router.post('/api/user-stats', async (req, res) => {
       keyData = await redis.getApiKey(apiId)
 
       if (!keyData || Object.keys(keyData).length === 0) {
-        logger.security(`🔒 API key not found for ID: ${apiId} from ${req.ip || 'unknown'}`)
+        logger.security(`API key not found for ID: ${apiId} from ${req.ip || 'unknown'}`)
         return res.status(404).json({
           error: 'API key not found',
           message: 'The specified API key does not exist'
@@ -166,7 +195,7 @@ router.post('/api/user-stats', async (req, res) => {
     } else if (apiKey) {
       // 通过 apiKey 查询（保持向后兼容）
       if (typeof apiKey !== 'string' || apiKey.length < 10 || apiKey.length > 512) {
-        logger.security(`🔒 Invalid API key format in user stats query from ${req.ip || 'unknown'}`)
+        logger.security(`Invalid API key format in user stats query from ${req.ip || 'unknown'}`)
         return res.status(400).json({
           error: 'Invalid API key format',
           message: 'API key format is invalid'
@@ -191,7 +220,7 @@ router.post('/api/user-stats', async (req, res) => {
       keyData = validatedKeyData
       keyId = keyData.id
     } else {
-      logger.security(`🔒 Missing API key or ID in user stats query from ${req.ip || 'unknown'}`)
+      logger.security(`Missing API key or ID in user stats query from ${req.ip || 'unknown'}`)
       return res.status(400).json({
         error: 'API Key or ID is required',
         message: 'Please provide your API Key or API ID'
@@ -224,17 +253,16 @@ router.post('/api/user-stats', async (req, res) => {
         logger.debug(`📊 使用 allTimeCost 计算用户统计: ${allTimeCost}`)
       } else {
         // Fallback: 如果 allTimeCost 为空（旧键），尝试月度键
-        const allModelKeys = await client.keys(`usage:${keyId}:model:monthly:*:*`)
+        const allModelResults = await redis.scanAndGetAllChunked(`usage:${keyId}:model:monthly:*:*`)
         const modelUsageMap = new Map()
 
-        for (const key of allModelKeys) {
+        for (const { key, data } of allModelResults) {
           const modelMatch = key.match(/usage:.+:model:monthly:(.+):(\d{4}-\d{2})$/)
           if (!modelMatch) {
             continue
           }
 
           const model = modelMatch[1]
-          const data = await client.hgetall(key)
 
           if (data && Object.keys(data).length > 0) {
             if (!modelUsageMap.has(model)) {
@@ -475,7 +503,20 @@ router.post('/api/user-stats', async (req, res) => {
         restrictedModels: fullKeyData.restrictedModels || [],
         enableClientRestriction: fullKeyData.enableClientRestriction || false,
         allowedClients: fullKeyData.allowedClients || []
+      },
+
+      // Key 级别的服务倍率
+      serviceRates: (() => {
+        try {
+          return fullKeyData.serviceRates
+            ? typeof fullKeyData.serviceRates === 'string'
+              ? JSON.parse(fullKeyData.serviceRates)
+              : fullKeyData.serviceRates
+            : {}
+        } catch (e) {
+          return {}
         }
+      })()
     }
 
     return res.json({
@@ -598,7 +639,18 @@ router.post('/api/batch-stats', async (req, res) => {
             ...usage.monthly,
             cost: costStats.monthly
           },
-          totalCost: costStats.total
+          totalCost: costStats.total,
+          serviceRates: (() => {
+            try {
+              return keyData.serviceRates
+                ? typeof keyData.serviceRates === 'string'
+                  ? JSON.parse(keyData.serviceRates)
+                  : keyData.serviceRates
+                : {}
+            } catch (e) {
+              return {}
+            }
+          })()
         }
       })
     )
@@ -702,7 +754,7 @@ router.post('/api/batch-model-stats', async (req, res) => {
       })
     }
 
-    const client = redis.getClientSafe()
+    const _client = redis.getClientSafe()
     const tzDate = redis.getDateInTimezone()
     const today = redis.getDateStringInTimezone()
     const currentMonth = `${tzDate.getFullYear()}-${String(tzDate.getMonth() + 1).padStart(2, '0')}`
@@ -717,9 +769,9 @@ router.post('/api/batch-model-stats', async (req, res) => {
             ? `usage:${apiId}:model:daily:*:${today}`
             : `usage:${apiId}:model:monthly:*:${currentMonth}`
 
-        const keys = await client.keys(pattern)
+        const results = await redis.scanAndGetAllChunked(pattern)
 
-        for (const key of keys) {
+        for (const { key, data } of results) {
           const match = key.match(
             period === 'daily'
               ? /usage:.+:model:daily:(.+):\d{4}-\d{2}-\d{2}$/
@@ -731,7 +783,6 @@ router.post('/api/batch-model-stats', async (req, res) => {
           }
 
           const model = match[1]
-          const data = await client.hgetall(key)
 
           if (data && Object.keys(data).length > 0) {
             if (!modelUsageMap.has(model)) {
@@ -741,7 +792,10 @@ router.post('/api/batch-model-stats', async (req, res) => {
                 outputTokens: 0,
                 cacheCreateTokens: 0,
                 cacheReadTokens: 0,
-                allTokens: 0
+                allTokens: 0,
+                realCostMicro: 0,
+                ratedCostMicro: 0,
+                hasStoredCost: false
               })
             }
 
@@ -752,12 +806,18 @@ router.post('/api/batch-model-stats', async (req, res) => {
             modelUsage.cacheCreateTokens += parseInt(data.cacheCreateTokens) || 0
             modelUsage.cacheReadTokens += parseInt(data.cacheReadTokens) || 0
             modelUsage.allTokens += parseInt(data.allTokens) || 0
+            modelUsage.realCostMicro += parseInt(data.realCostMicro) || 0
+            modelUsage.ratedCostMicro += parseInt(data.ratedCostMicro) || 0
+            // 检查 Redis 数据是否包含成本字段
+            if ('realCostMicro' in data || 'ratedCostMicro' in data) {
+              modelUsage.hasStoredCost = true
+            }
           }
         }
       })
     )
 
-    // 转换为数组并计算费用
+    // 转换为数组并处理费用
     const modelStats = []
     for (const [model, usage] of modelUsageMap) {
       const usageData = {
@@ -767,8 +827,18 @@ router.post('/api/batch-model-stats', async (req, res) => {
         cache_read_input_tokens: usage.cacheReadTokens
       }
 
+      // 优先使用存储的费用，否则回退到重新计算
+      const { hasStoredCost } = usage
       const costData = CostCalculator.calculateCost(usageData, model)
 
+      // 如果有存储的费用，覆盖计算的费用
+      if (hasStoredCost) {
+        costData.costs.real = (usage.realCostMicro || 0) / 1000000
+        costData.costs.rated = (usage.ratedCostMicro || 0) / 1000000
+        costData.costs.total = costData.costs.real // 保持兼容
+        costData.formatted.total = `$${costData.costs.real.toFixed(6)}`
+      }
+
       modelStats.push({
         model,
         requests: usage.requests,
@@ -779,7 +849,8 @@ router.post('/api/batch-model-stats', async (req, res) => {
         allTokens: usage.allTokens,
         costs: costData.costs,
         formatted: costData.formatted,
-        pricing: costData.pricing
+        pricing: costData.pricing,
+        isLegacy: !hasStoredCost
       })
     }
 
@@ -802,13 +873,19 @@ router.post('/api/batch-model-stats', async (req, res) => {
   }
 })
 
+// maxTokens 白名单
+const ALLOWED_MAX_TOKENS = [100, 500, 1000, 2000, 4096]
+const sanitizeMaxTokens = (value) =>
+  ALLOWED_MAX_TOKENS.includes(Number(value)) ? Number(value) : 1000
+
 // 🧪 API Key 端点测试接口 - 测试API Key是否能正常访问服务
 router.post('/api-key/test', async (req, res) => {
   const config = require('../../config/config')
   const { sendStreamTestRequest } = require('../utils/testPayloadHelper')
 
   try {
-    const { apiKey, model = 'claude-sonnet-4-5-20250929' } = req.body
+    const { apiKey, model = 'claude-sonnet-4-5-20250929', prompt = 'hi' } = req.body
+    const maxTokens = sanitizeMaxTokens(req.body.maxTokens)
 
     if (!apiKey) {
       return res.status(400).json({
@@ -841,7 +918,7 @@ router.post('/api-key/test', async (req, res) => {
       apiUrl,
       authorization: apiKey,
       responseStream: res,
-      payload: createClaudeTestPayload(model, { stream: true }),
+      payload: createClaudeTestPayload(model, { stream: true, prompt, maxTokens }),
       timeout: 60000,
       extraHeaders: { 'x-api-key': apiKey }
     })
@@ -851,13 +928,317 @@ router.post('/api-key/test', async (req, res) => {
     if (!res.headersSent) {
       return res.status(500).json({
         error: 'Test failed',
-        message: error.message || 'Internal server error'
+        message: getSafeMessage(error)
       })
     }
 
-    res.write(
-      `data: ${JSON.stringify({ type: 'error', error: error.message || 'Test failed' })}\n\n`
+    res.write(`data: ${JSON.stringify({ type: 'error', error: getSafeMessage(error) })}\n\n`)
+    res.end()
+  }
+})
+
+// 🧪 Gemini API Key 端点测试接口
+router.post('/api-key/test-gemini', async (req, res) => {
+  const config = require('../../config/config')
+  const { createGeminiTestPayload } = require('../utils/testPayloadHelper')
+
+  try {
+    const { apiKey, model = 'gemini-2.5-pro', prompt = 'hi' } = req.body
+    const maxTokens = sanitizeMaxTokens(req.body.maxTokens)
+
+    if (!apiKey) {
+      return res.status(400).json({
+        error: 'API Key is required',
+        message: 'Please provide your API Key'
+      })
+    }
+
+    if (typeof apiKey !== 'string' || apiKey.length < 10 || apiKey.length > 512) {
+      return res.status(400).json({
+        error: 'Invalid API key format',
+        message: 'API key format is invalid'
+      })
+    }
+
+    const validation = await apiKeyService.validateApiKeyForStats(apiKey)
+    if (!validation.valid) {
+      return res.status(401).json({
+        error: 'Invalid API key',
+        message: validation.error
+      })
+    }
+
+    // 检查 Gemini 权限
+    if (!apiKeyService.hasPermission(validation.keyData.permissions, 'gemini')) {
+      return res.status(403).json({
+        error: 'Permission denied',
+        message: 'This API key does not have Gemini permission'
+      })
+    }
+
+    logger.api(
+      `🧪 Gemini API Key test started for: ${validation.keyData.name} (${validation.keyData.id})`
     )
+
+    const port = config.server.port || 3000
+    const apiUrl = `http://127.0.0.1:${port}/gemini/v1/models/${model}:streamGenerateContent?alt=sse`
+
+    // 设置 SSE 响应头
+    res.writeHead(200, {
+      'Content-Type': 'text/event-stream',
+      'Cache-Control': 'no-cache',
+      Connection: 'keep-alive',
+      'X-Accel-Buffering': 'no'
+    })
+
+    res.write(`data: ${JSON.stringify({ type: 'test_start', message: 'Test started' })}\n\n`)
+
+    const axios = require('axios')
+    const payload = createGeminiTestPayload(model, { prompt, maxTokens })
+
+    try {
+      const response = await axios.post(apiUrl, payload, {
+        headers: {
+          'Content-Type': 'application/json',
+          'x-api-key': apiKey
+        },
+        timeout: 60000,
+        responseType: 'stream',
+        validateStatus: () => true
+      })
+
+      if (response.status !== 200) {
+        const chunks = []
+        response.data.on('data', (chunk) => chunks.push(chunk))
+        response.data.on('end', () => {
+          const errorData = Buffer.concat(chunks).toString()
+          let errorMsg = `API Error: ${response.status}`
+          try {
+            const json = JSON.parse(errorData)
+            errorMsg = json.message || json.error?.message || json.error || errorMsg
+          } catch {
+            if (errorData.length < 200) {
+              errorMsg = errorData || errorMsg
+            }
+          }
+          res.write(
+            `data: ${JSON.stringify({ type: 'test_complete', success: false, error: errorMsg })}\n\n`
+          )
+          res.end()
+        })
+        return
+      }
+
+      let buffer = ''
+      response.data.on('data', (chunk) => {
+        buffer += chunk.toString()
+        const lines = buffer.split('\n')
+        buffer = lines.pop() || ''
+
+        for (const line of lines) {
+          if (!line.startsWith('data:')) {
+            continue
+          }
+          const jsonStr = line.substring(5).trim()
+          if (!jsonStr || jsonStr === '[DONE]') {
+            continue
+          }
+
+          try {
+            const data = JSON.parse(jsonStr)
+            // Gemini 格式: candidates[0].content.parts[0].text
+            const text = data.candidates?.[0]?.content?.parts?.[0]?.text
+            if (text) {
+              res.write(`data: ${JSON.stringify({ type: 'content', text })}\n\n`)
+            }
+          } catch {
+            // ignore
+          }
+        }
+      })
+
+      response.data.on('end', () => {
+        res.write(`data: ${JSON.stringify({ type: 'test_complete', success: true })}\n\n`)
+        res.end()
+      })
+
+      response.data.on('error', (err) => {
+        res.write(
+          `data: ${JSON.stringify({ type: 'test_complete', success: false, error: getSafeMessage(err) })}\n\n`
+        )
+        res.end()
+      })
+    } catch (axiosError) {
+      res.write(
+        `data: ${JSON.stringify({ type: 'test_complete', success: false, error: getSafeMessage(axiosError) })}\n\n`
+      )
+      res.end()
+    }
+  } catch (error) {
+    logger.error('❌ Gemini API Key test failed:', error)
+
+    if (!res.headersSent) {
+      return res.status(500).json({
+        error: 'Test failed',
+        message: getSafeMessage(error)
+      })
+    }
+
+    res.write(`data: ${JSON.stringify({ type: 'error', error: getSafeMessage(error) })}\n\n`)
+    res.end()
+  }
+})
+
+// 🧪 OpenAI/Codex API Key 端点测试接口
+router.post('/api-key/test-openai', async (req, res) => {
+  const config = require('../../config/config')
+  const { createOpenAITestPayload } = require('../utils/testPayloadHelper')
+
+  try {
+    const { apiKey, model = 'gpt-5', prompt = 'hi' } = req.body
+    const maxTokens = sanitizeMaxTokens(req.body.maxTokens)
+
+    if (!apiKey) {
+      return res.status(400).json({
+        error: 'API Key is required',
+        message: 'Please provide your API Key'
+      })
+    }
+
+    if (typeof apiKey !== 'string' || apiKey.length < 10 || apiKey.length > 512) {
+      return res.status(400).json({
+        error: 'Invalid API key format',
+        message: 'API key format is invalid'
+      })
+    }
+
+    const validation = await apiKeyService.validateApiKeyForStats(apiKey)
+    if (!validation.valid) {
+      return res.status(401).json({
+        error: 'Invalid API key',
+        message: validation.error
+      })
+    }
+
+    // 检查 OpenAI 权限
+    if (!apiKeyService.hasPermission(validation.keyData.permissions, 'openai')) {
+      return res.status(403).json({
+        error: 'Permission denied',
+        message: 'This API key does not have OpenAI permission'
+      })
+    }
+
+    logger.api(
+      `🧪 OpenAI API Key test started for: ${validation.keyData.name} (${validation.keyData.id})`
+    )
+
+    const port = config.server.port || 3000
+    const apiUrl = `http://127.0.0.1:${port}/openai/responses`
+
+    // 设置 SSE 响应头
+    res.writeHead(200, {
+      'Content-Type': 'text/event-stream',
+      'Cache-Control': 'no-cache',
+      Connection: 'keep-alive',
+      'X-Accel-Buffering': 'no'
+    })
+
+    res.write(`data: ${JSON.stringify({ type: 'test_start', message: 'Test started' })}\n\n`)
+
+    const axios = require('axios')
+    const payload = createOpenAITestPayload(model, { prompt, maxTokens })
+
+    try {
+      const response = await axios.post(apiUrl, payload, {
+        headers: {
+          'Content-Type': 'application/json',
+          'x-api-key': apiKey,
+          'User-Agent': 'codex_cli_rs/1.0.0'
+        },
+        timeout: 60000,
+        responseType: 'stream',
+        validateStatus: () => true
+      })
+
+      if (response.status !== 200) {
+        const chunks = []
+        response.data.on('data', (chunk) => chunks.push(chunk))
+        response.data.on('end', () => {
+          const errorData = Buffer.concat(chunks).toString()
+          let errorMsg = `API Error: ${response.status}`
+          try {
+            const json = JSON.parse(errorData)
+            errorMsg = json.message || json.error?.message || json.error || errorMsg
+          } catch {
+            if (errorData.length < 200) {
+              errorMsg = errorData || errorMsg
+            }
+          }
+          res.write(
+            `data: ${JSON.stringify({ type: 'test_complete', success: false, error: errorMsg })}\n\n`
+          )
+          res.end()
+        })
+        return
+      }
+
+      let buffer = ''
+      response.data.on('data', (chunk) => {
+        buffer += chunk.toString()
+        const lines = buffer.split('\n')
+        buffer = lines.pop() || ''
+
+        for (const line of lines) {
+          if (!line.startsWith('data:')) {
+            continue
+          }
+          const jsonStr = line.substring(5).trim()
+          if (!jsonStr || jsonStr === '[DONE]') {
+            continue
+          }
+
+          try {
+            const data = JSON.parse(jsonStr)
+            // OpenAI Responses 格式: output[].content[].text 或 delta
+            if (data.type === 'response.output_text.delta' && data.delta) {
+              res.write(`data: ${JSON.stringify({ type: 'content', text: data.delta })}\n\n`)
+            } else if (data.type === 'response.content_part.delta' && data.delta?.text) {
+              res.write(`data: ${JSON.stringify({ type: 'content', text: data.delta.text })}\n\n`)
+            }
+          } catch {
+            // ignore
+          }
+        }
+      })
+
+      response.data.on('end', () => {
+        res.write(`data: ${JSON.stringify({ type: 'test_complete', success: true })}\n\n`)
+        res.end()
+      })
+
+      response.data.on('error', (err) => {
+        res.write(
+          `data: ${JSON.stringify({ type: 'test_complete', success: false, error: getSafeMessage(err) })}\n\n`
+        )
+        res.end()
+      })
+    } catch (axiosError) {
+      res.write(
+        `data: ${JSON.stringify({ type: 'test_complete', success: false, error: getSafeMessage(axiosError) })}\n\n`
+      )
+      res.end()
+    }
+  } catch (error) {
+    logger.error('❌ OpenAI API Key test failed:', error)
+
+    if (!res.headersSent) {
+      return res.status(500).json({
+        error: 'Test failed',
+        message: getSafeMessage(error)
+      })
+    }
+
+    res.write(`data: ${JSON.stringify({ type: 'error', error: getSafeMessage(error) })}\n\n`)
     res.end()
   }
 })
@@ -886,7 +1267,7 @@ router.post('/api/user-model-stats', async (req, res) => {
       keyData = await redis.getApiKey(apiId)
 
       if (!keyData || Object.keys(keyData).length === 0) {
-        logger.security(`🔒 API key not found for ID: ${apiId} from ${req.ip || 'unknown'}`)
+        logger.security(`API key not found for ID: ${apiId} from ${req.ip || 'unknown'}`)
         return res.status(404).json({
           error: 'API key not found',
           message: 'The specified API key does not exist'
@@ -942,33 +1323,37 @@ router.post('/api/user-model-stats', async (req, res) => {
     )
 
     // 重用管理后台的模型统计逻辑，但只返回该API Key的数据
-    const client = redis.getClientSafe()
+    const _client = redis.getClientSafe()
     // 使用与管理页面相同的时区处理逻辑
     const tzDate = redis.getDateInTimezone()
     const today = redis.getDateStringInTimezone()
     const currentMonth = `${tzDate.getFullYear()}-${String(tzDate.getMonth() + 1).padStart(2, '0')}`
 
-    const pattern =
-      period === 'daily'
-        ? `usage:${keyId}:model:daily:*:${today}`
-        : `usage:${keyId}:model:monthly:*:${currentMonth}`
+    let pattern
+    let matchRegex
+    if (period === 'daily') {
+      pattern = `usage:${keyId}:model:daily:*:${today}`
+      matchRegex = /usage:.+:model:daily:(.+):\d{4}-\d{2}-\d{2}$/
+    } else if (period === 'alltime') {
+      pattern = `usage:${keyId}:model:alltime:*`
+      matchRegex = /usage:.+:model:alltime:(.+)$/
+    } else {
+      // monthly
+      pattern = `usage:${keyId}:model:monthly:*:${currentMonth}`
+      matchRegex = /usage:.+:model:monthly:(.+):\d{4}-\d{2}$/
+    }
 
-    const keys = await client.keys(pattern)
+    const results = await redis.scanAndGetAllChunked(pattern)
     const modelStats = []
 
-    for (const key of keys) {
-      const match = key.match(
-        period === 'daily'
-          ? /usage:.+:model:daily:(.+):\d{4}-\d{2}-\d{2}$/
-          : /usage:.+:model:monthly:(.+):\d{4}-\d{2}$/
-      )
+    for (const { key, data } of results) {
+      const match = key.match(matchRegex)
 
       if (!match) {
         continue
       }
 
       const model = match[1]
-      const data = await client.hgetall(key)
 
       if (data && Object.keys(data).length > 0) {
         const usage = {
@@ -978,8 +1363,30 @@ router.post('/api/user-model-stats', async (req, res) => {
           cache_read_input_tokens: parseInt(data.cacheReadTokens) || 0
         }
 
+        // 优先使用存储的费用，否则回退到重新计算
+        // 检查字段是否存在（而非 > 0），以支持真正的零成本场景
+        const realCostMicro = parseInt(data.realCostMicro) || 0
+        const ratedCostMicro = parseInt(data.ratedCostMicro) || 0
+        const hasStoredCost = 'realCostMicro' in data || 'ratedCostMicro' in data
         const costData = CostCalculator.calculateCost(usage, model)
 
+        // 如果有存储的费用，覆盖计算的费用
+        if (hasStoredCost) {
+          costData.costs.real = realCostMicro / 1000000
+          costData.costs.rated = ratedCostMicro / 1000000
+          costData.costs.total = costData.costs.real
+          costData.formatted.total = `$${costData.costs.real.toFixed(6)}`
+        }
+
+        // alltime 键不存储 allTokens，需要计算
+        const allTokens =
+          period === 'alltime'
+            ? usage.input_tokens +
+              usage.output_tokens +
+              usage.cache_creation_input_tokens +
+              usage.cache_read_input_tokens
+            : parseInt(data.allTokens) || 0
+
         modelStats.push({
           model,
           requests: parseInt(data.requests) || 0,
@@ -987,10 +1394,11 @@ router.post('/api/user-model-stats', async (req, res) => {
           outputTokens: usage.output_tokens,
           cacheCreateTokens: usage.cache_creation_input_tokens,
           cacheReadTokens: usage.cache_read_input_tokens,
-          allTokens: parseInt(data.allTokens) || 0,
+          allTokens,
           costs: costData.costs,
           formatted: costData.formatted,
-          pricing: costData.pricing
+          pricing: costData.pricing,
+          isLegacy: !hasStoredCost
         })
       }
     }
@@ -1018,4 +1426,170 @@ router.post('/api/user-model-stats', async (req, res) => {
   }
 })
 
+// 📊 获取服务倍率配置（公开接口）
+router.get('/service-rates', async (req, res) => {
+  try {
+    const rates = await serviceRatesService.getRates()
+    res.json({
+      success: true,
+      data: rates
+    })
+  } catch (error) {
+    logger.error('❌ Failed to get service rates:', error)
+    res.status(500).json({
+      error: 'Internal server error',
+      message: 'Failed to retrieve service rates'
+    })
+  }
+})
+
+// 🎫 公开的额度卡兑换接口（通过 apiId 验证身份）
+router.post('/api/redeem-card', async (req, res) => {
+  const quotaCardService = require('../services/quotaCardService')
+
+  try {
+    const { apiId, code } = req.body
+    const clientIP = req.ip || req.connection?.remoteAddress || 'unknown'
+    const hour = new Date().toISOString().slice(0, 13)
+
+    // 防暴力破解：检查失败锁定
+    const failKey = `redeem_card:fail:${clientIP}`
+    const failCount = parseInt((await redis.client.get(failKey)) || '0')
+    if (failCount >= 5) {
+      logger.security(`🔒 Card redemption locked for IP: ${clientIP}`)
+      return res.status(403).json({
+        success: false,
+        error: '失败次数过多，请1小时后再试'
+      })
+    }
+
+    // 防暴力破解：检查 IP 速率限制
+    const ipKey = `redeem_card:ip:${clientIP}:${hour}`
+    const ipCount = await redis.client.incr(ipKey)
+    await redis.client.expire(ipKey, 3600)
+    if (ipCount > 10) {
+      logger.security(`🚨 Card redemption rate limit for IP: ${clientIP}`)
+      return res.status(429).json({
+        success: false,
+        error: '请求过于频繁，请稍后再试'
+      })
+    }
+
+    if (!apiId || !code) {
+      return res.status(400).json({
+        success: false,
+        error: '请输入卡号'
+      })
+    }
+
+    // 验证 apiId 格式
+    if (
+      typeof apiId !== 'string' ||
+      !apiId.match(/^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]{12}$/i)
+    ) {
+      return res.status(400).json({
+        success: false,
+        error: 'API ID 格式无效'
+      })
+    }
+
+    // 验证 API Key 存在且有效
+    const keyData = await redis.getApiKey(apiId)
+    if (!keyData || Object.keys(keyData).length === 0) {
+      return res.status(404).json({
+        success: false,
+        error: 'API Key 不存在'
+      })
+    }
+
+    if (keyData.isActive !== 'true') {
+      return res.status(403).json({
+        success: false,
+        error: 'API Key 已禁用'
+      })
+    }
+
+    // 调用兑换服务
+    const result = await quotaCardService.redeemCard(code, apiId, null, keyData.name || 'API Stats')
+
+    // 成功时清除失败计数（静默处理，不影响成功响应）
+    redis.client.del(failKey).catch(() => {})
+
+    logger.api(`🎫 Card redeemed via API Stats: ${code} -> ${apiId}`)
+
+    res.json({
+      success: true,
+      data: result
+    })
+  } catch (error) {
+    // 失败时增加失败计数（静默处理，不影响错误响应）
+    const clientIP = req.ip || req.connection?.remoteAddress || 'unknown'
+    const failKey = `redeem_card:fail:${clientIP}`
+    redis.client
+      .incr(failKey)
+      .then(() => redis.client.expire(failKey, 3600))
+      .catch(() => {})
+
+    logger.error('❌ Failed to redeem card:', error)
+    res.status(400).json({
+      success: false,
+      error: error.message
+    })
+  }
+})
+
+// 📋 公开的兑换记录查询接口（通过 apiId 验证身份）
+router.get('/api/redemption-history', async (req, res) => {
+  const quotaCardService = require('../services/quotaCardService')
+
+  try {
+    const { apiId, limit = 50, offset = 0 } = req.query
+
+    if (!apiId) {
+      return res.status(400).json({
+        success: false,
+        error: '缺少 API ID'
+      })
+    }
+
+    // 验证 apiId 格式
+    if (
+      typeof apiId !== 'string' ||
+      !apiId.match(/^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]{12}$/i)
+    ) {
+      return res.status(400).json({
+        success: false,
+        error: 'API ID 格式无效'
+      })
+    }
+
+    // 验证 API Key 存在
+    const keyData = await redis.getApiKey(apiId)
+    if (!keyData || Object.keys(keyData).length === 0) {
+      return res.status(404).json({
+        success: false,
+        error: 'API Key 不存在'
+      })
+    }
+
+    // 获取该 API Key 的兑换记录
+    const result = await quotaCardService.getRedemptions({
+      apiKeyId: apiId,
+      limit: parseInt(limit),
+      offset: parseInt(offset)
+    })
+
+    res.json({
+      success: true,
+      data: result
+    })
+  } catch (error) {
+    logger.error('❌ Failed to get redemption history:', error)
+    res.status(500).json({
+      success: false,
+      error: error.message
+    })
+  }
+})
+
 module.exports = router

src/routes/azureOpenaiRoutes.js

@@ -86,7 +86,8 @@ class AtomicUsageReporter {
         cacheCreateTokens,
         cacheReadTokens,
         modelToRecord,
-        accountId
+        accountId,
+        'azure-openai'
       )
 
       // 同步更新 Azure 账户的 lastUsedAt 和累计使用量

src/routes/openaiClaudeRoutes.js

@@ -13,6 +13,7 @@ const openaiToClaude = require('../services/openaiToClaude')
 const apiKeyService = require('../services/apiKeyService')
 const unifiedClaudeScheduler = require('../services/unifiedClaudeScheduler')
 const claudeCodeHeadersService = require('../services/claudeCodeHeadersService')
+const { getSafeMessage } = require('../utils/errorSanitizer')
 const sessionHelper = require('../utils/sessionHelper')
 const { updateRateLimitCounters } = require('../utils/rateLimitHelper')
 const pricingService = require('../services/pricingService')
@@ -23,14 +24,21 @@ function checkPermissions(apiKeyData, requiredPermission = 'claude') {
   return apiKeyService.hasPermission(apiKeyData?.permissions, requiredPermission)
 }
 
-function queueRateLimitUpdate(rateLimitInfo, usageSummary, model, context = '') {
+function queueRateLimitUpdate(
+  rateLimitInfo,
+  usageSummary,
+  model,
+  context = '',
+  keyId = null,
+  accountType = null
+) {
   if (!rateLimitInfo) {
     return
   }
 
   const label = context ? ` (${context})` : ''
 
-  updateRateLimitCounters(rateLimitInfo, usageSummary, model)
+  updateRateLimitCounters(rateLimitInfo, usageSummary, model, keyId, accountType)
     .then(({ totalTokens, totalCost }) => {
       if (totalTokens > 0) {
         logger.api(`📊 Updated rate limit token count${label}: +${totalTokens} tokens`)
@@ -300,7 +308,9 @@ async function handleChatCompletion(req, res, apiKeyData) {
               cacheReadTokens
             },
             model,
-            `openai-${accountType}-stream`
+            `openai-${accountType}-stream`,
+            req.apiKey?.id,
+            accountType
           )
         }
       }
@@ -425,7 +435,9 @@ async function handleChatCompletion(req, res, apiKeyData) {
             cacheReadTokens
           },
           claudeRequest.model,
-          `openai-${accountType}-non-stream`
+          `openai-${accountType}-non-stream`,
+          req.apiKey?.id,
+          accountType
         )
       }
 
@@ -452,7 +464,7 @@ async function handleChatCompletion(req, res, apiKeyData) {
         const status = error.status || 500
         res.status(status).json({
           error: {
-            message: error.message || 'Internal server error',
+            message: getSafeMessage(error),
             type: 'server_error',
             code: 'internal_error'
           }

src/routes/openaiGeminiRoutes.js

@@ -539,7 +539,8 @@ router.post('/v1/chat/completions', authenticateApiKey, async (req, res) => {
               0, // cacheCreateTokens
               0, // cacheReadTokens
               model,
-              account.id
+              account.id,
+              'gemini'
             )
             logger.info(
               `📊 Recorded Gemini stream usage - Input: ${totalUsage.promptTokenCount}, Output: ${totalUsage.candidatesTokenCount}, Total: ${totalUsage.totalTokenCount}`
@@ -640,7 +641,8 @@ router.post('/v1/chat/completions', authenticateApiKey, async (req, res) => {
             0, // cacheCreateTokens
             0, // cacheReadTokens
             model,
-            account.id
+            account.id,
+            'gemini'
           )
           logger.info(
             `📊 Recorded Gemini usage - Input: ${openaiResponse.usage.prompt_tokens}, Output: ${openaiResponse.usage.completion_tokens}, Total: ${openaiResponse.usage.total_tokens}`

src/routes/openaiRoutes.js

@@ -9,9 +9,12 @@ const openaiAccountService = require('../services/openaiAccountService')
 const openaiResponsesAccountService = require('../services/openaiResponsesAccountService')
 const openaiResponsesRelayService = require('../services/openaiResponsesRelayService')
 const apiKeyService = require('../services/apiKeyService')
+const redis = require('../models/redis')
 const crypto = require('crypto')
 const ProxyHelper = require('../utils/proxyHelper')
 const { updateRateLimitCounters } = require('../utils/rateLimitHelper')
+const { IncrementalSSEParser } = require('../utils/sseParser')
+const { getSafeMessage } = require('../utils/errorSanitizer')
 
 // 创建代理 Agent（使用统一的代理工具）
 function createProxyAgent(proxy) {
@@ -67,7 +70,7 @@ function extractCodexUsageHeaders(headers) {
   return hasData ? snapshot : null
 }
 
-async function applyRateLimitTracking(req, usageSummary, model, context = '') {
+async function applyRateLimitTracking(req, usageSummary, model, context = '', accountType = null) {
   if (!req.rateLimitInfo) {
     return
   }
@@ -78,7 +81,9 @@ async function applyRateLimitTracking(req, usageSummary, model, context = '') {
     const { totalTokens, totalCost } = await updateRateLimitCounters(
       req.rateLimitInfo,
       usageSummary,
-      model
+      model,
+      req.apiKey?.id,
+      accountType
     )
 
     if (totalTokens > 0) {
@@ -577,7 +582,6 @@ const handleResponses = async (req, res) => {
     }
 
     // 处理响应并捕获 usage 数据和真实的 model
-    let buffer = ''
     let usageData = null
     let actualModel = null
     let usageReported = false
@@ -613,7 +617,8 @@ const handleResponses = async (req, res) => {
             0, // OpenAI没有cache_creation_tokens
             cacheReadTokens,
             actualModel,
-            accountId
+            accountId,
+            'openai'
           )
 
           logger.info(
@@ -629,7 +634,8 @@ const handleResponses = async (req, res) => {
               cacheReadTokens
             },
             actualModel,
-            'openai-non-stream'
+            'openai-non-stream',
+            'openai'
           )
         }
 
@@ -645,21 +651,11 @@ const handleResponses = async (req, res) => {
       }
     }
 
-    // 解析 SSE 事件以捕获 usage 数据和 model
-    const parseSSEForUsage = (data) => {
-      const lines = data.split('\n')
-
-      for (const line of lines) {
-        if (line.startsWith('event: response.completed')) {
-          // 下一行应该是数据
-          continue
-        }
-
-        if (line.startsWith('data: ')) {
-          try {
-            const jsonStr = line.slice(6) // 移除 'data: ' 前缀
-            const eventData = JSON.parse(jsonStr)
+    // 使用增量 SSE 解析器
+    const sseParser = new IncrementalSSEParser()
 
+    // 处理解析出的事件
+    const processSSEEvent = (eventData) => {
       // 检查是否是 response.completed 事件
       if (eventData.type === 'response.completed' && eventData.response) {
         // 从响应中获取真实的 model
@@ -685,34 +681,20 @@ const handleResponses = async (req, res) => {
           )
         }
       }
-          } catch (e) {
-            // 忽略解析错误
-          }
-        }
-      }
     }
 
     upstream.data.on('data', (chunk) => {
       try {
-        const chunkStr = chunk.toString()
-
         // 转发数据给客户端
         if (!res.destroyed) {
           res.write(chunk)
         }
 
-        // 同时解析数据以捕获 usage 信息
-        buffer += chunkStr
-
-        // 处理完整的 SSE 事件
-        if (buffer.includes('\n\n')) {
-          const events = buffer.split('\n\n')
-          buffer = events.pop() || '' // 保留最后一个可能不完整的事件
-
+        // 使用增量解析器处理数据
+        const events = sseParser.feed(chunk.toString())
         for (const event of events) {
-            if (event.trim()) {
-              parseSSEForUsage(event)
-            }
+          if (event.type === 'data' && event.data) {
+            processSSEEvent(event.data)
           }
         }
       } catch (error) {
@@ -722,8 +704,14 @@ const handleResponses = async (req, res) => {
 
     upstream.data.on('end', async () => {
       // 处理剩余的 buffer
-      if (buffer.trim()) {
-        parseSSEForUsage(buffer)
+      const remaining = sseParser.getRemaining()
+      if (remaining.trim()) {
+        const events = sseParser.feed('\n\n') // 强制刷新剩余内容
+        for (const event of events) {
+          if (event.type === 'data' && event.data) {
+            processSSEEvent(event.data)
+          }
+        }
       }
 
       // 记录使用统计
@@ -745,7 +733,8 @@ const handleResponses = async (req, res) => {
             0, // OpenAI没有cache_creation_tokens
             cacheReadTokens,
             modelToRecord,
-            accountId
+            accountId,
+            'openai'
           )
 
           logger.info(
@@ -762,7 +751,8 @@ const handleResponses = async (req, res) => {
               cacheReadTokens
             },
             modelToRecord,
-            'openai-stream'
+            'openai-stream',
+            'openai'
           )
         } catch (error) {
           logger.error('Failed to record OpenAI usage:', error)
@@ -852,13 +842,15 @@ const handleResponses = async (req, res) => {
 
     let responsePayload = error.response?.data
     if (!responsePayload) {
-      responsePayload = { error: { message: error.message || 'Internal server error' } }
+      responsePayload = { error: { message: getSafeMessage(error) } }
     } else if (typeof responsePayload === 'string') {
-      responsePayload = { error: { message: responsePayload } }
+      responsePayload = { error: { message: getSafeMessage(responsePayload) } }
     } else if (typeof responsePayload === 'object' && !responsePayload.error) {
       responsePayload = {
-        error: { message: responsePayload.message || error.message || 'Internal server error' }
+        error: { message: getSafeMessage(responsePayload.message || error) }
       }
+    } else if (responsePayload.error?.message) {
+      responsePayload.error.message = getSafeMessage(responsePayload.error.message)
     }
 
     if (!res.headersSent) {
@@ -876,16 +868,18 @@ router.post('/v1/responses/compact', authenticateApiKey, handleResponses)
 // 使用情况统计端点
 router.get('/usage', authenticateApiKey, async (req, res) => {
   try {
-    const { usage } = req.apiKey
+    const keyData = req.apiKey
+    // 按需查询 usage 数据
+    const usage = await redis.getUsageStats(keyData.id)
 
     res.json({
       object: 'usage',
-      total_tokens: usage.total.tokens,
-      total_requests: usage.total.requests,
-      daily_tokens: usage.daily.tokens,
-      daily_requests: usage.daily.requests,
-      monthly_tokens: usage.monthly.tokens,
-      monthly_requests: usage.monthly.requests
+      total_tokens: usage?.total?.tokens || 0,
+      total_requests: usage?.total?.requests || 0,
+      daily_tokens: usage?.daily?.tokens || 0,
+      daily_requests: usage?.daily?.requests || 0,
+      monthly_tokens: usage?.monthly?.tokens || 0,
+      monthly_requests: usage?.monthly?.requests || 0
     })
   } catch (error) {
     logger.error('Failed to get usage stats:', error)
@@ -902,25 +896,26 @@ router.get('/usage', authenticateApiKey, async (req, res) => {
 router.get('/key-info', authenticateApiKey, async (req, res) => {
   try {
     const keyData = req.apiKey
+    // 按需查询 usage 数据（仅 key-info 端点需要）
+    const usage = await redis.getUsageStats(keyData.id)
+    const tokensUsed = usage?.total?.tokens || 0
     res.json({
       id: keyData.id,
       name: keyData.name,
       description: keyData.description,
       permissions: keyData.permissions,
       token_limit: keyData.tokenLimit,
-      tokens_used: keyData.usage.total.tokens,
+      tokens_used: tokensUsed,
       tokens_remaining:
-        keyData.tokenLimit > 0
-          ? Math.max(0, keyData.tokenLimit - keyData.usage.total.tokens)
-          : null,
+        keyData.tokenLimit > 0 ? Math.max(0, keyData.tokenLimit - tokensUsed) : null,
       rate_limit: {
         window: keyData.rateLimitWindow,
         requests: keyData.rateLimitRequests
       },
       usage: {
-        total: keyData.usage.total,
-        daily: keyData.usage.daily,
-        monthly: keyData.usage.monthly
+        total: usage?.total || {},
+        daily: usage?.daily || {},
+        monthly: usage?.monthly || {}
       }
     })
   } catch (error) {

src/routes/userRoutes.js

@@ -761,4 +761,166 @@ router.get('/admin/ldap-test', authenticateUserOrAdmin, requireAdmin, async (req
   }
 })
 
+// ═══════════════════════════════════════════════════════════════════════════
+// 额度卡核销相关路由
+// ═══════════════════════════════════════════════════════════════════════════
+
+const quotaCardService = require('../services/quotaCardService')
+
+// 🎫 核销额度卡
+router.post('/redeem-card', authenticateUser, async (req, res) => {
+  try {
+    const { code, apiKeyId } = req.body
+
+    if (!code) {
+      return res.status(400).json({
+        error: 'Missing card code',
+        message: 'Card code is required'
+      })
+    }
+
+    if (!apiKeyId) {
+      return res.status(400).json({
+        error: 'Missing API key ID',
+        message: 'API key ID is required'
+      })
+    }
+
+    // 验证 API Key 属于当前用户
+    const keyData = await redis.getApiKey(apiKeyId)
+    if (!keyData || Object.keys(keyData).length === 0) {
+      return res.status(404).json({
+        error: 'API key not found',
+        message: 'The specified API key does not exist'
+      })
+    }
+
+    if (keyData.userId !== req.user.id) {
+      return res.status(403).json({
+        error: 'Forbidden',
+        message: 'You can only redeem cards to your own API keys'
+      })
+    }
+
+    // 执行核销
+    const result = await quotaCardService.redeemCard(code, apiKeyId, req.user.id, req.user.username)
+
+    logger.success(`🎫 User ${req.user.username} redeemed card ${code} to key ${apiKeyId}`)
+
+    res.json({
+      success: true,
+      data: result
+    })
+  } catch (error) {
+    logger.error('❌ Redeem card error:', error)
+    res.status(400).json({
+      error: 'Redeem failed',
+      message: error.message
+    })
+  }
+})
+
+// 📋 获取用户的核销历史
+router.get('/redemption-history', authenticateUser, async (req, res) => {
+  try {
+    const { limit = 50, offset = 0 } = req.query
+
+    const result = await quotaCardService.getRedemptions({
+      userId: req.user.id,
+      limit: parseInt(limit),
+      offset: parseInt(offset)
+    })
+
+    res.json({
+      success: true,
+      data: result
+    })
+  } catch (error) {
+    logger.error('❌ Get redemption history error:', error)
+    res.status(500).json({
+      error: 'Failed to get redemption history',
+      message: error.message
+    })
+  }
+})
+
+// 📊 获取用户的额度信息
+router.get('/quota-info', authenticateUser, async (req, res) => {
+  try {
+    const { apiKeyId } = req.query
+
+    if (!apiKeyId) {
+      return res.status(400).json({
+        error: 'Missing API key ID',
+        message: 'API key ID is required'
+      })
+    }
+
+    // 验证 API Key 属于当前用户
+    const keyData = await redis.getApiKey(apiKeyId)
+    if (!keyData || Object.keys(keyData).length === 0) {
+      return res.status(404).json({
+        error: 'API key not found',
+        message: 'The specified API key does not exist'
+      })
+    }
+
+    if (keyData.userId !== req.user.id) {
+      return res.status(403).json({
+        error: 'Forbidden',
+        message: 'You can only view your own API key quota'
+      })
+    }
+
+    // 检查是否为聚合 Key
+    if (keyData.isAggregated !== 'true') {
+      return res.json({
+        success: true,
+        data: {
+          isAggregated: false,
+          message: 'This is a traditional API key, not using quota system'
+        }
+      })
+    }
+
+    // 解析聚合 Key 数据
+    let permissions = []
+    let serviceQuotaLimits = {}
+    let serviceQuotaUsed = {}
+
+    try {
+      permissions = JSON.parse(keyData.permissions || '[]')
+    } catch (e) {
+      permissions = [keyData.permissions]
+    }
+
+    try {
+      serviceQuotaLimits = JSON.parse(keyData.serviceQuotaLimits || '{}')
+      serviceQuotaUsed = JSON.parse(keyData.serviceQuotaUsed || '{}')
+    } catch (e) {
+      // 解析失败使用默认值
+    }
+
+    res.json({
+      success: true,
+      data: {
+        isAggregated: true,
+        quotaLimit: parseFloat(keyData.quotaLimit || 0),
+        quotaUsed: parseFloat(keyData.quotaUsed || 0),
+        quotaRemaining: parseFloat(keyData.quotaLimit || 0) - parseFloat(keyData.quotaUsed || 0),
+        permissions,
+        serviceQuotaLimits,
+        serviceQuotaUsed,
+        expiresAt: keyData.expiresAt
+      }
+    })
+  } catch (error) {
+    logger.error('❌ Get quota info error:', error)
+    res.status(500).json({
+      error: 'Failed to get quota info',
+      message: error.message
+    })
+  }
+})
+
 module.exports = router

src/routes/web.js

@@ -74,7 +74,7 @@ router.post('/auth/login', async (req, res) => {
     const isValidPassword = await bcrypt.compare(password, adminData.passwordHash)
 
     if (!isValidUsername || !isValidPassword) {
-      logger.security(`🔒 Failed login attempt for username: ${username}`)
+      logger.security(`Failed login attempt for username: ${username}`)
       return res.status(401).json({
         error: 'Invalid credentials',
         message: 'Invalid username or password'
@@ -96,7 +96,7 @@ router.post('/auth/login', async (req, res) => {
     // 不再更新 Redis 中的最后登录时间，因为 Redis 只是缓存
     // init.json 是唯一真实数据源
 
-    logger.success(`🔐 Admin login successful: ${username}`)
+    logger.success(`Admin login successful: ${username}`)
 
     return res.json({
       success: true,
@@ -197,7 +197,7 @@ router.post('/auth/change-password', async (req, res) => {
     // 验证当前密码
     const isValidPassword = await bcrypt.compare(currentPassword, adminData.passwordHash)
     if (!isValidPassword) {
-      logger.security(`🔒 Invalid current password attempt for user: ${sessionData.username}`)
+      logger.security(`Invalid current password attempt for user: ${sessionData.username}`)
       return res.status(401).json({
         error: 'Invalid current password',
         message: 'Current password is incorrect'
@@ -253,7 +253,7 @@ router.post('/auth/change-password', async (req, res) => {
     // 清除当前会话（强制用户重新登录）
     await redis.deleteSession(token)
 
-    logger.success(`🔐 Admin password changed successfully for user: ${updatedUsername}`)
+    logger.success(`Admin password changed successfully for user: ${updatedUsername}`)
 
     return res.json({
       success: true,
@@ -294,7 +294,7 @@ router.get('/auth/user', async (req, res) => {
 
     // 🔒 安全修复：验证会话完整性
     if (!sessionData.username || !sessionData.loginTime) {
-      logger.security(`🔒 Invalid session structure in /auth/user from ${req.ip || 'unknown'}`)
+      logger.security(`Invalid session structure in /auth/user from ${req.ip || 'unknown'}`)
       await redis.deleteSession(token)
       return res.status(401).json({
         error: 'Invalid session',
@@ -352,7 +352,7 @@ router.post('/auth/refresh', async (req, res) => {
 
     // 🔒 安全修复：验证会话完整性（必须有 username 和 loginTime）
     if (!sessionData.username || !sessionData.loginTime) {
-      logger.security(`🔒 Invalid session structure detected from ${req.ip || 'unknown'}`)
+      logger.security(`Invalid session structure detected from ${req.ip || 'unknown'}`)
       await redis.deleteSession(token) // 清理无效/伪造的会话
       return res.status(401).json({
         error: 'Invalid session',

src/services/accountGroupService.js

@@ -7,6 +7,62 @@ class AccountGroupService {
     this.GROUPS_KEY = 'account_groups'
     this.GROUP_PREFIX = 'account_group:'
     this.GROUP_MEMBERS_PREFIX = 'account_group_members:'
+    this.REVERSE_INDEX_PREFIX = 'account_groups_reverse:'
+    this.REVERSE_INDEX_MIGRATED_KEY = 'account_groups_reverse:migrated'
+  }
+
+  /**
+   * 确保反向索引存在（启动时自动调用）
+   * 检查是否已迁移，如果没有则自动回填
+   */
+  async ensureReverseIndexes() {
+    try {
+      const client = redis.getClientSafe()
+      if (!client) {
+        return
+      }
+
+      // 检查是否已迁移
+      const migrated = await client.get(this.REVERSE_INDEX_MIGRATED_KEY)
+      if (migrated === 'true') {
+        logger.debug('📁 账户分组反向索引已存在，跳过回填')
+        return
+      }
+
+      logger.info('📁 开始回填账户分组反向索引...')
+
+      const allGroupIds = await client.smembers(this.GROUPS_KEY)
+      if (allGroupIds.length === 0) {
+        await client.set(this.REVERSE_INDEX_MIGRATED_KEY, 'true')
+        return
+      }
+
+      let totalOperations = 0
+
+      for (const groupId of allGroupIds) {
+        const group = await client.hgetall(`${this.GROUP_PREFIX}${groupId}`)
+        if (!group || !group.platform) {
+          continue
+        }
+
+        const members = await client.smembers(`${this.GROUP_MEMBERS_PREFIX}${groupId}`)
+        if (members.length === 0) {
+          continue
+        }
+
+        const pipeline = client.pipeline()
+        for (const accountId of members) {
+          pipeline.sadd(`${this.REVERSE_INDEX_PREFIX}${group.platform}:${accountId}`, groupId)
+        }
+        await pipeline.exec()
+        totalOperations += members.length
+      }
+
+      await client.set(this.REVERSE_INDEX_MIGRATED_KEY, 'true')
+      logger.success(`📁 账户分组反向索引回填完成，共 ${totalOperations} 条`)
+    } catch (error) {
+      logger.error('❌ 账户分组反向索引回填失败:', error)
+    }
   }
 
   /**
@@ -50,7 +106,7 @@ class AccountGroupService {
       // 添加到分组集合
       await client.sadd(this.GROUPS_KEY, groupId)
 
-      logger.success(`✅ 创建账户分组成功: ${name} (${platform})`)
+      logger.success(`创建账户分组成功: ${name} (${platform})`)
 
       return group
     } catch (error) {
@@ -101,7 +157,7 @@ class AccountGroupService {
       // 返回更新后的完整数据
       const updatedGroup = await client.hgetall(groupKey)
 
-      logger.success(`✅ 更新账户分组成功: ${updatedGroup.name}`)
+      logger.success(`更新账户分组成功: ${updatedGroup.name}`)
 
       return updatedGroup
     } catch (error) {
@@ -143,7 +199,7 @@ class AccountGroupService {
       // 从分组集合中移除
       await client.srem(this.GROUPS_KEY, groupId)
 
-      logger.success(`✅ 删除账户分组成功: ${group.name}`)
+      logger.success(`删除账户分组成功: ${group.name}`)
     } catch (error) {
       logger.error('❌ 删除账户分组失败:', error)
       throw error
@@ -234,7 +290,10 @@ class AccountGroupService {
       // 添加到分组成员集合
       await client.sadd(`${this.GROUP_MEMBERS_PREFIX}${groupId}`, accountId)
 
-      logger.success(`✅ 添加账户到分组成功: ${accountId} -> ${group.name}`)
+      // 维护反向索引
+      await client.sadd(`account_groups_reverse:${group.platform}:${accountId}`, groupId)
+
+      logger.success(`添加账户到分组成功: ${accountId} -> ${group.name}`)
     } catch (error) {
       logger.error('❌ 添加账户到分组失败:', error)
       throw error
@@ -245,15 +304,26 @@ class AccountGroupService {
    * 从分组移除账户
    * @param {string} accountId - 账户ID
    * @param {string} groupId - 分组ID
+   * @param {string} platform - 平台（可选，如果不传则从分组获取）
    */
-  async removeAccountFromGroup(accountId, groupId) {
+  async removeAccountFromGroup(accountId, groupId, platform = null) {
     try {
       const client = redis.getClientSafe()
 
       // 从分组成员集合中移除
       await client.srem(`${this.GROUP_MEMBERS_PREFIX}${groupId}`, accountId)
 
-      logger.success(`✅ 从分组移除账户成功: ${accountId}`)
+      // 维护反向索引
+      let groupPlatform = platform
+      if (!groupPlatform) {
+        const group = await this.getGroup(groupId)
+        groupPlatform = group?.platform
+      }
+      if (groupPlatform) {
+        await client.srem(`account_groups_reverse:${groupPlatform}:${accountId}`, groupId)
+      }
+
+      logger.success(`从分组移除账户成功: ${accountId}`)
     } catch (error) {
       logger.error('❌ 从分组移除账户失败:', error)
       throw error
@@ -399,7 +469,7 @@ class AccountGroupService {
         await this.addAccountToGroup(accountId, groupId, accountPlatform)
       }
 
-      logger.success(`✅ 批量设置账户分组成功: ${accountId} -> [${groupIds.join(', ')}]`)
+      logger.success(`批量设置账户分组成功: ${accountId} -> [${groupIds.join(', ')}]`)
     } catch (error) {
       logger.error('❌ 批量设置账户分组失败:', error)
       throw error
@@ -409,8 +479,9 @@ class AccountGroupService {
   /**
    * 从所有分组中移除账户
    * @param {string} accountId - 账户ID
+   * @param {string} platform - 平台（可选，用于清理反向索引）
    */
-  async removeAccountFromAllGroups(accountId) {
+  async removeAccountFromAllGroups(accountId, platform = null) {
     try {
       const client = redis.getClientSafe()
       const allGroupIds = await client.smembers(this.GROUPS_KEY)
@@ -419,12 +490,155 @@ class AccountGroupService {
         await client.srem(`${this.GROUP_MEMBERS_PREFIX}${groupId}`, accountId)
       }
 
-      logger.success(`✅ 从所有分组移除账户成功: ${accountId}`)
+      // 清理反向索引
+      if (platform) {
+        await client.del(`account_groups_reverse:${platform}:${accountId}`)
+      } else {
+        // 如果没有指定平台，清理所有可能的平台
+        const platforms = ['claude', 'gemini', 'openai', 'droid']
+        const pipeline = client.pipeline()
+        for (const p of platforms) {
+          pipeline.del(`account_groups_reverse:${p}:${accountId}`)
+        }
+        await pipeline.exec()
+      }
+
+      logger.success(`从所有分组移除账户成功: ${accountId}`)
     } catch (error) {
       logger.error('❌ 从所有分组移除账户失败:', error)
       throw error
     }
   }
+
+  /**
+   * 批量获取多个账户的分组信息（性能优化版本，使用反向索引）
+   * @param {Array<string>} accountIds - 账户ID数组
+   * @param {string} platform - 平台类型
+   * @param {Object} options - 选项
+   * @param {boolean} options.skipMemberCount - 是否跳过 memberCount（默认 true）
+   * @returns {Map<string, Array>} accountId -> 分组信息数组的映射
+   */
+  async batchGetAccountGroupsByIndex(accountIds, platform, options = {}) {
+    const { skipMemberCount = true } = options
+
+    if (!accountIds || accountIds.length === 0) {
+      return new Map()
+    }
+
+    try {
+      const client = redis.getClientSafe()
+
+      // Pipeline 批量获取所有账户的分组ID
+      const pipeline = client.pipeline()
+      for (const accountId of accountIds) {
+        pipeline.smembers(`${this.REVERSE_INDEX_PREFIX}${platform}:${accountId}`)
+      }
+      const groupIdResults = await pipeline.exec()
+
+      // 收集所有需要的分组ID
+      const uniqueGroupIds = new Set()
+      const accountGroupIdsMap = new Map()
+      let hasAnyGroups = false
+      accountIds.forEach((accountId, i) => {
+        const [err, groupIds] = groupIdResults[i]
+        const ids = err ? [] : groupIds || []
+        accountGroupIdsMap.set(accountId, ids)
+        ids.forEach((id) => {
+          uniqueGroupIds.add(id)
+          hasAnyGroups = true
+        })
+      })
+
+      // 如果反向索引全空，回退到原方法（兼容未迁移的数据）
+      if (!hasAnyGroups) {
+        const migrated = await client.get(this.REVERSE_INDEX_MIGRATED_KEY)
+        if (migrated !== 'true') {
+          logger.debug('📁 Reverse index not migrated, falling back to getAccountGroups')
+          const result = new Map()
+          for (const accountId of accountIds) {
+            try {
+              const groups = await this.getAccountGroups(accountId)
+              result.set(accountId, groups)
+            } catch {
+              result.set(accountId, [])
+            }
+          }
+          return result
+        }
+      }
+
+      // 对于反向索引为空的账户，单独查询并补建索引（处理部分缺失情况）
+      const emptyIndexAccountIds = []
+      for (const accountId of accountIds) {
+        const ids = accountGroupIdsMap.get(accountId) || []
+        if (ids.length === 0) {
+          emptyIndexAccountIds.push(accountId)
+        }
+      }
+      if (emptyIndexAccountIds.length > 0 && emptyIndexAccountIds.length < accountIds.length) {
+        // 部分账户索引缺失，逐个查询并补建
+        for (const accountId of emptyIndexAccountIds) {
+          try {
+            const groups = await this.getAccountGroups(accountId)
+            if (groups.length > 0) {
+              const groupIds = groups.map((g) => g.id)
+              accountGroupIdsMap.set(accountId, groupIds)
+              groupIds.forEach((id) => uniqueGroupIds.add(id))
+              // 异步补建反向索引
+              client
+                .sadd(`${this.REVERSE_INDEX_PREFIX}${platform}:${accountId}`, ...groupIds)
+                .catch(() => {})
+            }
+          } catch {
+            // 忽略错误，保持空数组
+          }
+        }
+      }
+
+      // 批量获取分组详情
+      const groupDetailsMap = new Map()
+      if (uniqueGroupIds.size > 0) {
+        const detailPipeline = client.pipeline()
+        const groupIdArray = Array.from(uniqueGroupIds)
+        for (const groupId of groupIdArray) {
+          detailPipeline.hgetall(`${this.GROUP_PREFIX}${groupId}`)
+          if (!skipMemberCount) {
+            detailPipeline.scard(`${this.GROUP_MEMBERS_PREFIX}${groupId}`)
+          }
+        }
+        const detailResults = await detailPipeline.exec()
+
+        const step = skipMemberCount ? 1 : 2
+        for (let i = 0; i < groupIdArray.length; i++) {
+          const groupId = groupIdArray[i]
+          const [err1, groupData] = detailResults[i * step]
+          if (!err1 && groupData && Object.keys(groupData).length > 0) {
+            const group = { ...groupData }
+            if (!skipMemberCount) {
+              const [err2, memberCount] = detailResults[i * step + 1]
+              group.memberCount = err2 ? 0 : memberCount || 0
+            }
+            groupDetailsMap.set(groupId, group)
+          }
+        }
+      }
+
+      // 构建最终结果
+      const result = new Map()
+      for (const [accountId, groupIds] of accountGroupIdsMap) {
+        const groups = groupIds
+          .map((gid) => groupDetailsMap.get(gid))
+          .filter(Boolean)
+          .sort((a, b) => new Date(b.createdAt) - new Date(a.createdAt))
+        result.set(accountId, groups)
+      }
+
+      return result
+    } catch (error) {
+      logger.error('❌ 批量获取账户分组失败:', error)
+      return new Map(accountIds.map((id) => [id, []]))
+    }
+  }
 }
 
 module.exports = new AccountGroupService()

src/services/anthropicGeminiBridgeService.js

@@ -1800,7 +1800,13 @@ function dumpToolsPayload({ vendor, model, tools, toolChoice }) {
  * 更新速率限制计数器
  * 跟踪 token 使用量和成本
  */
-async function applyRateLimitTracking(rateLimitInfo, usageSummary, model, context = '') {
+async function applyRateLimitTracking(
+  rateLimitInfo,
+  usageSummary,
+  model,
+  context = '',
+  keyId = null
+) {
   if (!rateLimitInfo) {
     return
   }
@@ -1811,7 +1817,9 @@ async function applyRateLimitTracking(rateLimitInfo, usageSummary, model, contex
     const { totalTokens, totalCost } = await updateRateLimitCounters(
       rateLimitInfo,
       usageSummary,
-      model
+      model,
+      keyId,
+      'gemini'
     )
     if (totalTokens > 0) {
       logger.api(`📊 Updated rate limit token count${label}: +${totalTokens} tokens`)
@@ -2134,13 +2142,15 @@ async function handleAnthropicMessagesToGemini(req, res, { vendor, baseModel })
           0,
           0,
           effectiveModel,
-          accountId
+          accountId,
+          'gemini'
         )
         await applyRateLimitTracking(
           req.rateLimitInfo,
           { inputTokens, outputTokens, cacheCreateTokens: 0, cacheReadTokens: 0 },
           effectiveModel,
-          'anthropic-messages'
+          'anthropic-messages',
+          req.apiKey?.id
         )
       }
 
@@ -2672,7 +2682,8 @@ async function handleAnthropicMessagesToGemini(req, res, { vendor, baseModel })
           0,
           0,
           effectiveModel,
-          accountId
+          accountId,
+          'gemini'
         )
         await applyRateLimitTracking(
           req.rateLimitInfo,

src/services/antigravityRelayService.js

@@ -82,7 +82,8 @@ async function* handleStreamResponse(response, model, apiKeyId, accountId) {
                   0,
                   0,
                   model,
-                  accountId
+                  accountId,
+                  'gemini'
                 )
                 usageRecorded = true
               }
@@ -103,7 +104,8 @@ async function* handleStreamResponse(response, model, apiKeyId, accountId) {
         0,
         0,
         model,
-        accountId
+        accountId,
+        'gemini'
       )
     }
   }
@@ -158,7 +160,8 @@ async function sendAntigravityRequest({
       0,
       0,
       requestedModel,
-      accountId
+      accountId,
+      'gemini'
     )
   }
 

src/services/apiKeyIndexService.js

@@ -0,0 +1,654 @@
+/**
+ * API Key 索引服务
+ * 维护 Sorted Set 索引以支持高效分页查询
+ */
+
+const { randomUUID } = require('crypto')
+const logger = require('../utils/logger')
+
+class ApiKeyIndexService {
+  constructor() {
+    this.redis = null
+    this.INDEX_VERSION_KEY = 'apikey:index:version'
+    this.CURRENT_VERSION = 2 // 版本升级，触发重建
+    this.isBuilding = false
+    this.buildProgress = { current: 0, total: 0 }
+
+    // 索引键名
+    this.INDEX_KEYS = {
+      CREATED_AT: 'apikey:idx:createdAt',
+      LAST_USED_AT: 'apikey:idx:lastUsedAt',
+      NAME: 'apikey:idx:name',
+      ACTIVE_SET: 'apikey:set:active',
+      DELETED_SET: 'apikey:set:deleted',
+      ALL_SET: 'apikey:idx:all',
+      TAGS_ALL: 'apikey:tags:all' // 所有标签的集合
+    }
+  }
+
+  /**
+   * 初始化服务
+   */
+  init(redis) {
+    this.redis = redis
+    return this
+  }
+
+  /**
+   * 启动时检查并重建索引
+   */
+  async checkAndRebuild() {
+    if (!this.redis) {
+      logger.warn('⚠️ ApiKeyIndexService: Redis not initialized')
+      return
+    }
+
+    try {
+      const client = this.redis.getClientSafe()
+      const version = await client.get(this.INDEX_VERSION_KEY)
+
+      // 始终检查并回填 hash_map（幂等操作，确保升级兼容）
+      this.rebuildHashMap().catch((err) => {
+        logger.error('❌ API Key hash_map 回填失败:', err)
+      })
+
+      if (parseInt(version) >= this.CURRENT_VERSION) {
+        logger.info('✅ API Key 索引已是最新版本')
+        return
+      }
+
+      // 后台异步重建，不阻塞启动
+      this.rebuildIndexes().catch((err) => {
+        logger.error('❌ API Key 索引重建失败:', err)
+      })
+    } catch (error) {
+      logger.error('❌ 检查 API Key 索引版本失败:', error)
+    }
+  }
+
+  /**
+   * 回填 apikey:hash_map（升级兼容）
+   * 扫描所有 API Key，确保 hash -> keyId 映射存在
+   */
+  async rebuildHashMap() {
+    if (!this.redis) {
+      return
+    }
+
+    try {
+      const client = this.redis.getClientSafe()
+      const keyIds = await this.redis.scanApiKeyIds()
+
+      let rebuilt = 0
+      const BATCH_SIZE = 100
+
+      for (let i = 0; i < keyIds.length; i += BATCH_SIZE) {
+        const batch = keyIds.slice(i, i + BATCH_SIZE)
+        const pipeline = client.pipeline()
+
+        // 批量获取 API Key 数据
+        for (const keyId of batch) {
+          pipeline.hgetall(`apikey:${keyId}`)
+        }
+        const results = await pipeline.exec()
+
+        // 检查并回填缺失的映射
+        const fillPipeline = client.pipeline()
+        let needFill = false
+
+        for (let j = 0; j < batch.length; j++) {
+          const keyData = results[j]?.[1]
+          if (keyData && keyData.apiKey) {
+            // keyData.apiKey 存储的是哈希值
+            const exists = await client.hexists('apikey:hash_map', keyData.apiKey)
+            if (!exists) {
+              fillPipeline.hset('apikey:hash_map', keyData.apiKey, batch[j])
+              rebuilt++
+              needFill = true
+            }
+          }
+        }
+
+        if (needFill) {
+          await fillPipeline.exec()
+        }
+      }
+
+      if (rebuilt > 0) {
+        logger.info(`🔧 回填了 ${rebuilt} 个 API Key 到 hash_map`)
+      }
+    } catch (error) {
+      logger.error('❌ 回填 hash_map 失败:', error)
+      throw error
+    }
+  }
+
+  /**
+   * 检查索引是否可用
+   */
+  async isIndexReady() {
+    if (!this.redis || this.isBuilding) {
+      return false
+    }
+
+    try {
+      const client = this.redis.getClientSafe()
+      const version = await client.get(this.INDEX_VERSION_KEY)
+      return parseInt(version) >= this.CURRENT_VERSION
+    } catch {
+      return false
+    }
+  }
+
+  /**
+   * 重建所有索引
+   */
+  async rebuildIndexes() {
+    if (this.isBuilding) {
+      logger.warn('⚠️ API Key 索引正在重建中，跳过')
+      return
+    }
+
+    this.isBuilding = true
+    const startTime = Date.now()
+
+    try {
+      const client = this.redis.getClientSafe()
+      logger.info('🔨 开始重建 API Key 索引...')
+
+      // 0. 先删除版本号，让 _checkIndexReady 返回 false，查询回退到 SCAN
+      await client.del(this.INDEX_VERSION_KEY)
+
+      // 1. 清除旧索引
+      const indexKeys = Object.values(this.INDEX_KEYS)
+      for (const key of indexKeys) {
+        await client.del(key)
+      }
+      // 清除标签索引（用 SCAN 避免阻塞）
+      let cursor = '0'
+      do {
+        const [newCursor, keys] = await client.scan(cursor, 'MATCH', 'apikey:tag:*', 'COUNT', 100)
+        cursor = newCursor
+        if (keys.length > 0) {
+          await client.del(...keys)
+        }
+      } while (cursor !== '0')
+
+      // 2. 扫描所有 API Key
+      const keyIds = await this.redis.scanApiKeyIds()
+      this.buildProgress = { current: 0, total: keyIds.length }
+
+      logger.info(`📊 发现 ${keyIds.length} 个 API Key，开始建立索引...`)
+
+      // 3. 批量处理（每批 500 个）
+      const BATCH_SIZE = 500
+      for (let i = 0; i < keyIds.length; i += BATCH_SIZE) {
+        const batch = keyIds.slice(i, i + BATCH_SIZE)
+        const apiKeys = await this.redis.batchGetApiKeys(batch)
+
+        const pipeline = client.pipeline()
+
+        for (const apiKey of apiKeys) {
+          if (!apiKey || !apiKey.id) {
+            continue
+          }
+
+          const keyId = apiKey.id
+          const createdAt = apiKey.createdAt ? new Date(apiKey.createdAt).getTime() : 0
+          const lastUsedAt = apiKey.lastUsedAt ? new Date(apiKey.lastUsedAt).getTime() : 0
+          const name = (apiKey.name || '').toLowerCase()
+          const isActive = apiKey.isActive === true || apiKey.isActive === 'true'
+          const isDeleted = apiKey.isDeleted === true || apiKey.isDeleted === 'true'
+
+          // 创建时间索引
+          pipeline.zadd(this.INDEX_KEYS.CREATED_AT, createdAt, keyId)
+
+          // 最后使用时间索引
+          pipeline.zadd(this.INDEX_KEYS.LAST_USED_AT, lastUsedAt, keyId)
+
+          // 名称索引（用于排序，存储格式：name\0keyId）
+          pipeline.zadd(this.INDEX_KEYS.NAME, 0, `${name}\x00${keyId}`)
+
+          // 全部集合
+          pipeline.sadd(this.INDEX_KEYS.ALL_SET, keyId)
+
+          // 状态集合
+          if (isDeleted) {
+            pipeline.sadd(this.INDEX_KEYS.DELETED_SET, keyId)
+          } else if (isActive) {
+            pipeline.sadd(this.INDEX_KEYS.ACTIVE_SET, keyId)
+          }
+
+          // 标签索引
+          const tags = Array.isArray(apiKey.tags) ? apiKey.tags : []
+          for (const tag of tags) {
+            if (tag && typeof tag === 'string') {
+              pipeline.sadd(`apikey:tag:${tag}`, keyId)
+              pipeline.sadd(this.INDEX_KEYS.TAGS_ALL, tag) // 维护标签集合
+            }
+          }
+        }
+
+        await pipeline.exec()
+        this.buildProgress.current = Math.min(i + BATCH_SIZE, keyIds.length)
+
+        // 每批次后短暂让出 CPU
+        await new Promise((resolve) => setTimeout(resolve, 10))
+      }
+
+      // 4. 更新版本号
+      await client.set(this.INDEX_VERSION_KEY, this.CURRENT_VERSION)
+
+      const duration = ((Date.now() - startTime) / 1000).toFixed(2)
+      logger.success(`✅ API Key 索引重建完成，共 ${keyIds.length} 条，耗时 ${duration}s`)
+    } catch (error) {
+      logger.error('❌ API Key 索引重建失败:', error)
+      throw error
+    } finally {
+      this.isBuilding = false
+    }
+  }
+
+  /**
+   * 添加单个 API Key 到索引
+   */
+  async addToIndex(apiKey) {
+    if (!this.redis || !apiKey || !apiKey.id) {
+      return
+    }
+
+    try {
+      const client = this.redis.getClientSafe()
+      const keyId = apiKey.id
+      const createdAt = apiKey.createdAt ? new Date(apiKey.createdAt).getTime() : Date.now()
+      const lastUsedAt = apiKey.lastUsedAt ? new Date(apiKey.lastUsedAt).getTime() : 0
+      const name = (apiKey.name || '').toLowerCase()
+      const isActive = apiKey.isActive === true || apiKey.isActive === 'true'
+      const isDeleted = apiKey.isDeleted === true || apiKey.isDeleted === 'true'
+
+      const pipeline = client.pipeline()
+
+      pipeline.zadd(this.INDEX_KEYS.CREATED_AT, createdAt, keyId)
+      pipeline.zadd(this.INDEX_KEYS.LAST_USED_AT, lastUsedAt, keyId)
+      pipeline.zadd(this.INDEX_KEYS.NAME, 0, `${name}\x00${keyId}`)
+      pipeline.sadd(this.INDEX_KEYS.ALL_SET, keyId)
+
+      if (isDeleted) {
+        pipeline.sadd(this.INDEX_KEYS.DELETED_SET, keyId)
+        pipeline.srem(this.INDEX_KEYS.ACTIVE_SET, keyId)
+      } else if (isActive) {
+        pipeline.sadd(this.INDEX_KEYS.ACTIVE_SET, keyId)
+        pipeline.srem(this.INDEX_KEYS.DELETED_SET, keyId)
+      } else {
+        pipeline.srem(this.INDEX_KEYS.ACTIVE_SET, keyId)
+        pipeline.srem(this.INDEX_KEYS.DELETED_SET, keyId)
+      }
+
+      // 标签索引
+      const tags = Array.isArray(apiKey.tags) ? apiKey.tags : []
+      for (const tag of tags) {
+        if (tag && typeof tag === 'string') {
+          pipeline.sadd(`apikey:tag:${tag}`, keyId)
+          pipeline.sadd(this.INDEX_KEYS.TAGS_ALL, tag)
+        }
+      }
+
+      await pipeline.exec()
+    } catch (error) {
+      logger.error(`❌ 添加 API Key ${apiKey.id} 到索引失败:`, error)
+    }
+  }
+
+  /**
+   * 更新索引（状态、名称、标签变化时调用）
+   */
+  async updateIndex(keyId, updates, oldData = {}) {
+    if (!this.redis || !keyId) {
+      return
+    }
+
+    try {
+      const client = this.redis.getClientSafe()
+      const pipeline = client.pipeline()
+
+      // 更新名称索引
+      if (updates.name !== undefined) {
+        const oldName = (oldData.name || '').toLowerCase()
+        const newName = (updates.name || '').toLowerCase()
+        if (oldName !== newName) {
+          pipeline.zrem(this.INDEX_KEYS.NAME, `${oldName}\x00${keyId}`)
+          pipeline.zadd(this.INDEX_KEYS.NAME, 0, `${newName}\x00${keyId}`)
+        }
+      }
+
+      // 更新最后使用时间索引
+      if (updates.lastUsedAt !== undefined) {
+        const lastUsedAt = updates.lastUsedAt ? new Date(updates.lastUsedAt).getTime() : 0
+        pipeline.zadd(this.INDEX_KEYS.LAST_USED_AT, lastUsedAt, keyId)
+      }
+
+      // 更新状态集合
+      if (updates.isActive !== undefined || updates.isDeleted !== undefined) {
+        const isActive = updates.isActive ?? oldData.isActive
+        const isDeleted = updates.isDeleted ?? oldData.isDeleted
+
+        if (isDeleted === true || isDeleted === 'true') {
+          pipeline.sadd(this.INDEX_KEYS.DELETED_SET, keyId)
+          pipeline.srem(this.INDEX_KEYS.ACTIVE_SET, keyId)
+        } else if (isActive === true || isActive === 'true') {
+          pipeline.sadd(this.INDEX_KEYS.ACTIVE_SET, keyId)
+          pipeline.srem(this.INDEX_KEYS.DELETED_SET, keyId)
+        } else {
+          pipeline.srem(this.INDEX_KEYS.ACTIVE_SET, keyId)
+          pipeline.srem(this.INDEX_KEYS.DELETED_SET, keyId)
+        }
+      }
+
+      // 更新标签索引
+      const removedTags = []
+      if (updates.tags !== undefined) {
+        const oldTags = Array.isArray(oldData.tags) ? oldData.tags : []
+        const newTags = Array.isArray(updates.tags) ? updates.tags : []
+
+        // 移除旧标签
+        for (const tag of oldTags) {
+          if (tag && !newTags.includes(tag)) {
+            pipeline.srem(`apikey:tag:${tag}`, keyId)
+            removedTags.push(tag)
+          }
+        }
+        // 添加新标签
+        for (const tag of newTags) {
+          if (tag && typeof tag === 'string') {
+            pipeline.sadd(`apikey:tag:${tag}`, keyId)
+            pipeline.sadd(this.INDEX_KEYS.TAGS_ALL, tag)
+          }
+        }
+      }
+
+      await pipeline.exec()
+
+      // 检查被移除的标签集合是否为空，为空则从 tags:all 移除
+      for (const tag of removedTags) {
+        const count = await client.scard(`apikey:tag:${tag}`)
+        if (count === 0) {
+          await client.srem(this.INDEX_KEYS.TAGS_ALL, tag)
+        }
+      }
+    } catch (error) {
+      logger.error(`❌ 更新 API Key ${keyId} 索引失败:`, error)
+    }
+  }
+
+  /**
+   * 从索引中移除 API Key
+   */
+  async removeFromIndex(keyId, oldData = {}) {
+    if (!this.redis || !keyId) {
+      return
+    }
+
+    try {
+      const client = this.redis.getClientSafe()
+      const pipeline = client.pipeline()
+
+      const name = (oldData.name || '').toLowerCase()
+
+      pipeline.zrem(this.INDEX_KEYS.CREATED_AT, keyId)
+      pipeline.zrem(this.INDEX_KEYS.LAST_USED_AT, keyId)
+      pipeline.zrem(this.INDEX_KEYS.NAME, `${name}\x00${keyId}`)
+      pipeline.srem(this.INDEX_KEYS.ALL_SET, keyId)
+      pipeline.srem(this.INDEX_KEYS.ACTIVE_SET, keyId)
+      pipeline.srem(this.INDEX_KEYS.DELETED_SET, keyId)
+
+      // 移除标签索引
+      const tags = Array.isArray(oldData.tags) ? oldData.tags : []
+      for (const tag of tags) {
+        if (tag) {
+          pipeline.srem(`apikey:tag:${tag}`, keyId)
+        }
+      }
+
+      await pipeline.exec()
+
+      // 检查标签集合是否为空，为空则从 tags:all 移除
+      for (const tag of tags) {
+        if (tag) {
+          const count = await client.scard(`apikey:tag:${tag}`)
+          if (count === 0) {
+            await client.srem(this.INDEX_KEYS.TAGS_ALL, tag)
+          }
+        }
+      }
+    } catch (error) {
+      logger.error(`❌ 从索引移除 API Key ${keyId} 失败:`, error)
+    }
+  }
+
+  /**
+   * 使用索引进行分页查询
+   * 使用 ZINTERSTORE 优化，避免全量拉回内存
+   */
+  async queryWithIndex(options = {}) {
+    const {
+      page = 1,
+      pageSize = 20,
+      sortBy = 'createdAt',
+      sortOrder = 'desc',
+      isActive,
+      tag,
+      excludeDeleted = true
+    } = options
+
+    const client = this.redis.getClientSafe()
+    const tempSets = []
+
+    try {
+      // 1. 构建筛选集合
+      let filterSet = this.INDEX_KEYS.ALL_SET
+
+      // 状态筛选
+      if (isActive === true || isActive === 'true') {
+        // 筛选活跃的
+        filterSet = this.INDEX_KEYS.ACTIVE_SET
+      } else if (isActive === false || isActive === 'false') {
+        // 筛选未激活的 = ALL - ACTIVE (- DELETED if excludeDeleted)
+        const tempKey = `apikey:tmp:inactive:${randomUUID()}`
+        if (excludeDeleted) {
+          await client.sdiffstore(
+            tempKey,
+            this.INDEX_KEYS.ALL_SET,
+            this.INDEX_KEYS.ACTIVE_SET,
+            this.INDEX_KEYS.DELETED_SET
+          )
+        } else {
+          await client.sdiffstore(tempKey, this.INDEX_KEYS.ALL_SET, this.INDEX_KEYS.ACTIVE_SET)
+        }
+        await client.expire(tempKey, 60)
+        filterSet = tempKey
+        tempSets.push(tempKey)
+      } else if (excludeDeleted) {
+        // 排除已删除：ALL - DELETED
+        const tempKey = `apikey:tmp:notdeleted:${randomUUID()}`
+        await client.sdiffstore(tempKey, this.INDEX_KEYS.ALL_SET, this.INDEX_KEYS.DELETED_SET)
+        await client.expire(tempKey, 60)
+        filterSet = tempKey
+        tempSets.push(tempKey)
+      }
+
+      // 标签筛选
+      if (tag) {
+        const tagSet = `apikey:tag:${tag}`
+        const tempKey = `apikey:tmp:tag:${randomUUID()}`
+        await client.sinterstore(tempKey, filterSet, tagSet)
+        await client.expire(tempKey, 60)
+        filterSet = tempKey
+        tempSets.push(tempKey)
+      }
+
+      // 2. 获取筛选后的 keyId 集合
+      const filterMembers = await client.smembers(filterSet)
+      if (filterMembers.length === 0) {
+        // 没有匹配的数据
+        return {
+          items: [],
+          pagination: { page: 1, pageSize, total: 0, totalPages: 1 },
+          availableTags: await this._getAvailableTags(client)
+        }
+      }
+
+      // 3. 排序
+      let sortedKeyIds
+
+      if (sortBy === 'name') {
+        // 优化：只拉筛选后 keyId 的 name 字段，避免全量扫描 name 索引
+        const pipeline = client.pipeline()
+        for (const keyId of filterMembers) {
+          pipeline.hget(`apikey:${keyId}`, 'name')
+        }
+        const results = await pipeline.exec()
+
+        // 组装并排序
+        const items = filterMembers.map((keyId, i) => ({
+          keyId,
+          name: (results[i]?.[1] || '').toLowerCase()
+        }))
+        items.sort((a, b) =>
+          sortOrder === 'desc' ? b.name.localeCompare(a.name) : a.name.localeCompare(b.name)
+        )
+        sortedKeyIds = items.map((item) => item.keyId)
+      } else {
+        // createdAt / lastUsedAt 索引成员是 keyId，可以用 ZINTERSTORE
+        const sortIndex = this._getSortIndex(sortBy)
+        const tempSortedKey = `apikey:tmp:sorted:${randomUUID()}`
+        tempSets.push(tempSortedKey)
+
+        // 将 filterSet 转换为 Sorted Set（所有分数为 0）
+        const filterZsetKey = `apikey:tmp:filter:${randomUUID()}`
+        tempSets.push(filterZsetKey)
+
+        const zaddArgs = []
+        for (const member of filterMembers) {
+          zaddArgs.push(0, member)
+        }
+        await client.zadd(filterZsetKey, ...zaddArgs)
+        await client.expire(filterZsetKey, 60)
+
+        // ZINTERSTORE：取交集，使用排序索引的分数（WEIGHTS 0 1）
+        await client.zinterstore(tempSortedKey, 2, filterZsetKey, sortIndex, 'WEIGHTS', 0, 1)
+        await client.expire(tempSortedKey, 60)
+
+        // 获取排序后的 keyId
+        sortedKeyIds =
+          sortOrder === 'desc'
+            ? await client.zrevrange(tempSortedKey, 0, -1)
+            : await client.zrange(tempSortedKey, 0, -1)
+      }
+
+      // 4. 分页
+      const total = sortedKeyIds.length
+      const totalPages = Math.max(Math.ceil(total / pageSize), 1)
+      const validPage = Math.min(Math.max(1, page), totalPages)
+      const start = (validPage - 1) * pageSize
+      const pageKeyIds = sortedKeyIds.slice(start, start + pageSize)
+
+      // 5. 获取数据
+      const items = await this.redis.batchGetApiKeys(pageKeyIds)
+
+      // 6. 获取所有标签
+      const availableTags = await this._getAvailableTags(client)
+
+      return {
+        items,
+        pagination: {
+          page: validPage,
+          pageSize,
+          total,
+          totalPages
+        },
+        availableTags
+      }
+    } finally {
+      // 7. 清理临时集合
+      for (const tempKey of tempSets) {
+        client.del(tempKey).catch(() => {})
+      }
+    }
+  }
+
+  /**
+   * 获取排序索引键名
+   */
+  _getSortIndex(sortBy) {
+    switch (sortBy) {
+      case 'createdAt':
+        return this.INDEX_KEYS.CREATED_AT
+      case 'lastUsedAt':
+        return this.INDEX_KEYS.LAST_USED_AT
+      case 'name':
+        return this.INDEX_KEYS.NAME
+      default:
+        return this.INDEX_KEYS.CREATED_AT
+    }
+  }
+
+  /**
+   * 获取所有可用标签（从 tags:all 集合）
+   */
+  async _getAvailableTags(client) {
+    try {
+      const tags = await client.smembers(this.INDEX_KEYS.TAGS_ALL)
+      return tags.sort()
+    } catch {
+      return []
+    }
+  }
+
+  /**
+   * 更新 lastUsedAt 索引（供 recordUsage 调用）
+   */
+  async updateLastUsedAt(keyId, lastUsedAt) {
+    if (!this.redis || !keyId) {
+      return
+    }
+
+    try {
+      const client = this.redis.getClientSafe()
+      const timestamp = lastUsedAt ? new Date(lastUsedAt).getTime() : Date.now()
+      await client.zadd(this.INDEX_KEYS.LAST_USED_AT, timestamp, keyId)
+    } catch (error) {
+      logger.error(`❌ 更新 API Key ${keyId} lastUsedAt 索引失败:`, error)
+    }
+  }
+
+  /**
+   * 获取索引状态
+   */
+  async getStatus() {
+    if (!this.redis) {
+      return { ready: false, building: false }
+    }
+
+    try {
+      const client = this.redis.getClientSafe()
+      const version = await client.get(this.INDEX_VERSION_KEY)
+      const totalCount = await client.scard(this.INDEX_KEYS.ALL_SET)
+
+      return {
+        ready: parseInt(version) >= this.CURRENT_VERSION,
+        building: this.isBuilding,
+        progress: this.buildProgress,
+        version: parseInt(version) || 0,
+        currentVersion: this.CURRENT_VERSION,
+        totalIndexed: totalCount
+      }
+    } catch {
+      return { ready: false, building: this.isBuilding }
+    }
+  }
+}
+
+// 单例
+const apiKeyIndexService = new ApiKeyIndexService()
+
+module.exports = apiKeyIndexService

src/services/azureOpenaiAccountService.js

@@ -150,6 +150,7 @@ async function createAccount(accountData) {
 
   const client = redisClient.getClientSafe()
   await client.hset(`${AZURE_OPENAI_ACCOUNT_KEY_PREFIX}${accountId}`, account)
+  await redisClient.addToIndex('azure_openai:account:index', accountId)
 
   // 如果是共享账户，添加到共享账户集合
   if (account.accountType === 'shared') {
@@ -270,6 +271,9 @@ async function deleteAccount(accountId) {
   // 从Redis中删除账户数据
   await client.del(accountKey)
 
+  // 从索引中移除
+  await redisClient.removeFromIndex('azure_openai:account:index', accountId)
+
   // 从共享账户集合中移除
   await client.srem(SHARED_AZURE_OPENAI_ACCOUNTS_KEY, accountId)
 
@@ -279,16 +283,22 @@ async function deleteAccount(accountId) {
 
 // 获取所有账户
 async function getAllAccounts() {
-  const client = redisClient.getClientSafe()
-  const keys = await client.keys(`${AZURE_OPENAI_ACCOUNT_KEY_PREFIX}*`)
+  const accountIds = await redisClient.getAllIdsByIndex(
+    'azure_openai:account:index',
+    `${AZURE_OPENAI_ACCOUNT_KEY_PREFIX}*`,
+    /^azure_openai:account:(.+)$/
+  )
 
-  if (!keys || keys.length === 0) {
+  if (!accountIds || accountIds.length === 0) {
     return []
   }
 
+  const keys = accountIds.map((id) => `${AZURE_OPENAI_ACCOUNT_KEY_PREFIX}${id}`)
   const accounts = []
-  for (const key of keys) {
-    const accountData = await client.hgetall(key)
+  const dataList = await redisClient.batchHgetallChunked(keys)
+
+  for (let i = 0; i < keys.length; i++) {
+    const accountData = dataList[i]
     if (accountData && Object.keys(accountData).length > 0) {
       // 不返回敏感数据给前端
       delete accountData.apiKey

src/services/bedrockAccountService.js

@@ -79,6 +79,7 @@ class BedrockAccountService {
 
     const client = redis.getClientSafe()
     await client.set(`bedrock_account:${accountId}`, JSON.stringify(accountData))
+    await redis.addToIndex('bedrock_account:index', accountId)
 
     logger.info(`✅ 创建Bedrock账户成功 - ID: ${accountId}, 名称: ${name}, 区域: ${region}`)
 
@@ -208,12 +209,18 @@ class BedrockAccountService {
   // 📋 获取所有账户列表
   async getAllAccounts() {
     try {
-      const client = redis.getClientSafe()
-      const keys = await client.keys('bedrock_account:*')
+      const _client = redis.getClientSafe()
+      const accountIds = await redis.getAllIdsByIndex(
+        'bedrock_account:index',
+        'bedrock_account:*',
+        /^bedrock_account:(.+)$/
+      )
+      const keys = accountIds.map((id) => `bedrock_account:${id}`)
       const accounts = []
+      const dataList = await redis.batchGetChunked(keys)
 
-      for (const key of keys) {
-        const accountData = await client.get(key)
+      for (let i = 0; i < keys.length; i++) {
+        const accountData = dataList[i]
         if (accountData) {
           const account = JSON.parse(accountData)
 
@@ -375,6 +382,7 @@ class BedrockAccountService {
 
       const client = redis.getClientSafe()
       await client.del(`bedrock_account:${accountId}`)
+      await redis.removeFromIndex('bedrock_account:index', accountId)
 
       logger.info(`✅ 删除Bedrock账户成功 - ID: ${accountId}`)
 

src/services/billingEventPublisher.js

@@ -208,7 +208,7 @@ class BillingEventPublisher {
       // MKSTREAM: 如果 stream 不存在则创建
       await client.xgroup('CREATE', this.streamKey, groupName, '0', 'MKSTREAM')
 
-      logger.success(`✅ Created consumer group: ${groupName}`)
+      logger.success(`Created consumer group: ${groupName}`)
       return true
     } catch (error) {
       if (error.message.includes('BUSYGROUP')) {

src/services/ccrAccountService.js

@@ -1,33 +1,23 @@
 const { v4: uuidv4 } = require('uuid')
-const crypto = require('crypto')
 const ProxyHelper = require('../utils/proxyHelper')
 const redis = require('../models/redis')
 const logger = require('../utils/logger')
-const config = require('../../config/config')
-const LRUCache = require('../utils/lruCache')
+const { createEncryptor } = require('../utils/commonHelper')
 
 class CcrAccountService {
   constructor() {
-    // 加密相关常量
-    this.ENCRYPTION_ALGORITHM = 'aes-256-cbc'
-    this.ENCRYPTION_SALT = 'ccr-account-salt'
-
     // Redis键前缀
     this.ACCOUNT_KEY_PREFIX = 'ccr_account:'
     this.SHARED_ACCOUNTS_KEY = 'shared_ccr_accounts'
 
-    // 🚀 性能优化：缓存派生的加密密钥，避免每次重复计算
-    // scryptSync 是 CPU 密集型操作，缓存可以减少 95%+ 的 CPU 密集型操作
-    this._encryptionKeyCache = null
-
-    // 🔄 解密结果缓存，提高解密性能
-    this._decryptCache = new LRUCache(500)
+    // 使用 commonHelper 的加密器
+    this._encryptor = createEncryptor('ccr-account-salt')
 
     // 🧹 定期清理缓存（每10分钟）
     setInterval(
       () => {
-        this._decryptCache.cleanup()
-        logger.info('🧹 CCR account decrypt cache cleanup completed', this._decryptCache.getStats())
+        this._encryptor.clearCache()
+        logger.info('🧹 CCR account decrypt cache cleanup completed', this._encryptor.getStats())
       },
       10 * 60 * 1000
     )
@@ -106,6 +96,7 @@ class CcrAccountService {
     logger.debug(`[DEBUG] CCR Account data to save: ${JSON.stringify(accountData, null, 2)}`)
 
     await client.hset(`${this.ACCOUNT_KEY_PREFIX}${accountId}`, accountData)
+    await redis.addToIndex('ccr_account:index', accountId)
 
     // 如果是共享账户，添加到共享账户集合
     if (accountType === 'shared') {
@@ -139,12 +130,17 @@ class CcrAccountService {
   // 📋 获取所有CCR账户
   async getAllAccounts() {
     try {
-      const client = redis.getClientSafe()
-      const keys = await client.keys(`${this.ACCOUNT_KEY_PREFIX}*`)
+      const accountIds = await redis.getAllIdsByIndex(
+        'ccr_account:index',
+        `${this.ACCOUNT_KEY_PREFIX}*`,
+        /^ccr_account:(.+)$/
+      )
+      const keys = accountIds.map((id) => `${this.ACCOUNT_KEY_PREFIX}${id}`)
       const accounts = []
+      const dataList = await redis.batchHgetallChunked(keys)
 
-      for (const key of keys) {
-        const accountData = await client.hgetall(key)
+      for (let i = 0; i < keys.length; i++) {
+        const accountData = dataList[i]
         if (accountData && Object.keys(accountData).length > 0) {
           // 获取限流状态信息
           const rateLimitInfo = this._getRateLimitInfo(accountData)
@@ -331,6 +327,9 @@ class CcrAccountService {
       // 从共享账户集合中移除
       await client.srem(this.SHARED_ACCOUNTS_KEY, accountId)
 
+      // 从索引中移除
+      await redis.removeFromIndex('ccr_account:index', accountId)
+
       // 删除账户数据
       const result = await client.del(`${this.ACCOUNT_KEY_PREFIX}${accountId}`)
 
@@ -403,7 +402,7 @@ class CcrAccountService {
           `ℹ️ CCR account ${accountId} rate limit removed but remains stopped due to quota exceeded`
         )
       } else {
-        logger.success(`✅ Removed rate limit for CCR account: ${accountId}`)
+        logger.success(`Removed rate limit for CCR account: ${accountId}`)
       }
 
       await client.hmset(accountKey, {
@@ -488,7 +487,7 @@ class CcrAccountService {
         errorMessage: ''
       })
 
-      logger.success(`✅ Removed overload status for CCR account: ${accountId}`)
+      logger.success(`Removed overload status for CCR account: ${accountId}`)
       return { success: true }
     } catch (error) {
       logger.error(`❌ Failed to remove overload status for CCR account: ${accountId}`, error)
@@ -606,70 +605,12 @@ class CcrAccountService {
 
   // 🔐 加密敏感数据
   _encryptSensitiveData(data) {
-    if (!data) {
-      return ''
-    }
-    try {
-      const key = this._generateEncryptionKey()
-      const iv = crypto.randomBytes(16)
-      const cipher = crypto.createCipheriv(this.ENCRYPTION_ALGORITHM, key, iv)
-      let encrypted = cipher.update(data, 'utf8', 'hex')
-      encrypted += cipher.final('hex')
-      return `${iv.toString('hex')}:${encrypted}`
-    } catch (error) {
-      logger.error('❌ CCR encryption error:', error)
-      return data
-    }
+    return this._encryptor.encrypt(data)
   }
 
   // 🔓 解密敏感数据
   _decryptSensitiveData(encryptedData) {
-    if (!encryptedData) {
-      return ''
-    }
-
-    // 🎯 检查缓存
-    const cacheKey = crypto.createHash('sha256').update(encryptedData).digest('hex')
-    const cached = this._decryptCache.get(cacheKey)
-    if (cached !== undefined) {
-      return cached
-    }
-
-    try {
-      const parts = encryptedData.split(':')
-      if (parts.length === 2) {
-        const key = this._generateEncryptionKey()
-        const iv = Buffer.from(parts[0], 'hex')
-        const encrypted = parts[1]
-        const decipher = crypto.createDecipheriv(this.ENCRYPTION_ALGORITHM, key, iv)
-        let decrypted = decipher.update(encrypted, 'hex', 'utf8')
-        decrypted += decipher.final('utf8')
-
-        // 💾 存入缓存（5分钟过期）
-        this._decryptCache.set(cacheKey, decrypted, 5 * 60 * 1000)
-
-        return decrypted
-      } else {
-        logger.error('❌ Invalid CCR encrypted data format')
-        return encryptedData
-      }
-    } catch (error) {
-      logger.error('❌ CCR decryption error:', error)
-      return encryptedData
-    }
-  }
-
-  // 🔑 生成加密密钥
-  _generateEncryptionKey() {
-    // 性能优化：缓存密钥派生结果，避免重复的 CPU 密集计算
-    if (!this._encryptionKeyCache) {
-      this._encryptionKeyCache = crypto.scryptSync(
-        config.security.encryptionKey,
-        this.ENCRYPTION_SALT,
-        32
-      )
-    }
-    return this._encryptionKeyCache
+    return this._encryptor.decrypt(encryptedData)
   }
 
   // 🔍 获取限流状态信息
@@ -843,7 +784,7 @@ class CcrAccountService {
         }
       }
 
-      logger.success(`✅ Reset daily usage for ${resetCount} CCR accounts`)
+      logger.success(`Reset daily usage for ${resetCount} CCR accounts`)
       return { success: true, resetCount }
     } catch (error) {
       logger.error('❌ Failed to reset all CCR daily usage:', error)
@@ -915,7 +856,7 @@ class CcrAccountService {
       await client.hset(accountKey, updates)
       await client.hdel(accountKey, ...fieldsToDelete)
 
-      logger.success(`✅ Reset all error status for CCR account ${accountId}`)
+      logger.success(`Reset all error status for CCR account ${accountId}`)
 
       // 异步发送 Webhook 通知（忽略错误）
       try {

src/services/claudeAccountService.js

@@ -1570,7 +1570,7 @@ class ClaudeAccountService {
         'rateLimitAutoStopped'
       )
 
-      logger.success(`✅ Rate limit removed for account: ${accountData.name} (${accountId})`)
+      logger.success(`Rate limit removed for account: ${accountData.name} (${accountId})`)
 
       return { success: true }
     } catch (error) {
@@ -2242,7 +2242,7 @@ class ClaudeAccountService {
         await new Promise((resolve) => setTimeout(resolve, 1000))
       }
 
-      logger.success(`✅ Profile update completed: ${successCount} success, ${failureCount} failed`)
+      logger.success(`Profile update completed: ${successCount} success, ${failureCount} failed`)
 
       return {
         totalAccounts: accounts.length,
@@ -2310,11 +2310,11 @@ class ClaudeAccountService {
         }
       }
 
-      logger.success('✅ Session window initialization completed:')
-      logger.success(`   📊 Total accounts: ${accounts.length}`)
-      logger.success(`   ✅ Valid windows: ${validWindowCount}`)
-      logger.success(`   ⏰ Expired windows: ${expiredWindowCount}`)
-      logger.success(`   📭 No windows: ${noWindowCount}`)
+      logger.success('Session window initialization completed:')
+      logger.success(`   Total accounts: ${accounts.length}`)
+      logger.success(`   Valid windows: ${validWindowCount}`)
+      logger.success(`   Expired windows: ${expiredWindowCount}`)
+      logger.success(`   No windows: ${noWindowCount}`)
 
       return {
         total: accounts.length,

src/services/claudeCodeHeadersService.js

@@ -5,6 +5,11 @@
 
 const redis = require('../models/redis')
 const logger = require('../utils/logger')
+const {
+  getCachedConfig,
+  setCachedConfig,
+  deleteCachedConfig
+} = require('../utils/performanceOptimizer')
 
 class ClaudeCodeHeadersService {
   constructor() {
@@ -41,6 +46,9 @@ class ClaudeCodeHeadersService {
       'sec-fetch-mode',
       'accept-encoding'
     ]
+
+    // Headers 缓存 TTL（60秒）
+    this.headersCacheTtl = 60000
   }
 
   /**
@@ -147,6 +155,9 @@ class ClaudeCodeHeadersService {
 
       await redis.getClient().setex(key, 86400 * 7, JSON.stringify(data)) // 7天过期
 
+      // 更新内存缓存，避免延迟
+      setCachedConfig(key, extractedHeaders, this.headersCacheTtl)
+
       logger.info(`✅ Stored Claude Code headers for account ${accountId}, version: ${version}`)
     } catch (error) {
       logger.error(`❌ Failed to store Claude Code headers for account ${accountId}:`, error)
@@ -154,18 +165,27 @@ class ClaudeCodeHeadersService {
   }
 
   /**
-   * 获取账号的 Claude Code headers
+   * 获取账号的 Claude Code headers（带内存缓存）
    */
   async getAccountHeaders(accountId) {
+    const cacheKey = `claude_code_headers:${accountId}`
+
+    // 检查内存缓存
+    const cached = getCachedConfig(cacheKey)
+    if (cached) {
+      return cached
+    }
+
     try {
-      const key = `claude_code_headers:${accountId}`
-      const data = await redis.getClient().get(key)
+      const data = await redis.getClient().get(cacheKey)
 
       if (data) {
         const parsed = JSON.parse(data)
         logger.debug(
           `📋 Retrieved Claude Code headers for account ${accountId}, version: ${parsed.version}`
         )
+        // 缓存到内存
+        setCachedConfig(cacheKey, parsed.headers, this.headersCacheTtl)
         return parsed.headers
       }
 
@@ -183,8 +203,10 @@ class ClaudeCodeHeadersService {
    */
   async clearAccountHeaders(accountId) {
     try {
-      const key = `claude_code_headers:${accountId}`
-      await redis.getClient().del(key)
+      const cacheKey = `claude_code_headers:${accountId}`
+      await redis.getClient().del(cacheKey)
+      // 删除内存缓存
+      deleteCachedConfig(cacheKey)
       logger.info(`🗑️ Cleared Claude Code headers for account ${accountId}`)
     } catch (error) {
       logger.error(`❌ Failed to clear Claude Code headers for account ${accountId}:`, error)
@@ -192,12 +214,12 @@ class ClaudeCodeHeadersService {
   }
 
   /**
-   * 获取所有账号的 headers 信息
+   * 获取所有账号的 headers 信息（使用 scanKeys 替代 keys）
    */
   async getAllAccountHeaders() {
     try {
       const pattern = 'claude_code_headers:*'
-      const keys = await redis.getClient().keys(pattern)
+      const keys = await redis.scanKeys(pattern)
 
       const results = {}
       for (const key of keys) {

src/services/claudeConsoleAccountService.js

@@ -129,6 +129,7 @@ class ClaudeConsoleAccountService {
     logger.debug(`[DEBUG] Account data to save: ${JSON.stringify(accountData, null, 2)}`)
 
     await client.hset(`${this.ACCOUNT_KEY_PREFIX}${accountId}`, accountData)
+    await redis.addToIndex('claude_console_account:index', accountId)
 
     // 如果是共享账户，添加到共享账户集合
     if (accountType === 'shared') {
@@ -167,11 +168,18 @@ class ClaudeConsoleAccountService {
   async getAllAccounts() {
     try {
       const client = redis.getClientSafe()
-      const keys = await client.keys(`${this.ACCOUNT_KEY_PREFIX}*`)
+      const accountIds = await redis.getAllIdsByIndex(
+        'claude_console_account:index',
+        `${this.ACCOUNT_KEY_PREFIX}*`,
+        /^claude_console_account:(.+)$/
+      )
+      const keys = accountIds.map((id) => `${this.ACCOUNT_KEY_PREFIX}${id}`)
       const accounts = []
+      const dataList = await redis.batchHgetallChunked(keys)
 
-      for (const key of keys) {
-        const accountData = await client.hgetall(key)
+      for (let i = 0; i < keys.length; i++) {
+        const key = keys[i]
+        const accountData = dataList[i]
         if (accountData && Object.keys(accountData).length > 0) {
           if (!accountData.id) {
             logger.warn(`⚠️ 检测到缺少ID的Claude Console账户数据，执行清理: ${key}`)
@@ -449,6 +457,7 @@ class ClaudeConsoleAccountService {
 
       // 从Redis删除
       await client.del(`${this.ACCOUNT_KEY_PREFIX}${accountId}`)
+      await redis.removeFromIndex('claude_console_account:index', accountId)
 
       // 从共享账户集合中移除
       if (account.accountType === 'shared') {
@@ -577,7 +586,7 @@ class ClaudeConsoleAccountService {
           }
 
           await client.hset(accountKey, updateData)
-          logger.success(`✅ Rate limit removed and account re-enabled: ${accountId}`)
+          logger.success(`Rate limit removed and account re-enabled: ${accountId}`)
         }
       } else {
         if (await client.hdel(accountKey, 'rateLimitAutoStopped')) {
@@ -585,7 +594,7 @@ class ClaudeConsoleAccountService {
             `ℹ️ Removed stale auto-stop flag for Claude Console account ${accountId} during rate limit recovery`
           )
         }
-        logger.success(`✅ Rate limit removed for Claude Console account: ${accountId}`)
+        logger.success(`Rate limit removed for Claude Console account: ${accountId}`)
       }
 
       return { success: true }
@@ -858,7 +867,7 @@ class ClaudeConsoleAccountService {
           }
 
           await client.hset(accountKey, updateData)
-          logger.success(`✅ Blocked status removed and account re-enabled: ${accountId}`)
+          logger.success(`Blocked status removed and account re-enabled: ${accountId}`)
         }
       } else {
         if (await client.hdel(accountKey, 'blockedAutoStopped')) {
@@ -866,7 +875,7 @@ class ClaudeConsoleAccountService {
             `ℹ️ Removed stale auto-stop flag for Claude Console account ${accountId} during blocked status recovery`
           )
         }
-        logger.success(`✅ Blocked status removed for Claude Console account: ${accountId}`)
+        logger.success(`Blocked status removed for Claude Console account: ${accountId}`)
       }
 
       return { success: true }
@@ -967,7 +976,7 @@ class ClaudeConsoleAccountService {
 
       await client.hdel(`${this.ACCOUNT_KEY_PREFIX}${accountId}`, 'overloadedAt', 'overloadStatus')
 
-      logger.success(`✅ Overload status removed for Claude Console account: ${accountId}`)
+      logger.success(`Overload status removed for Claude Console account: ${accountId}`)
       return { success: true }
     } catch (error) {
       logger.error(
@@ -1416,7 +1425,7 @@ class ClaudeConsoleAccountService {
         }
       }
 
-      logger.success(`✅ Reset daily usage for ${resetCount} Claude Console accounts`)
+      logger.success(`Reset daily usage for ${resetCount} Claude Console accounts`)
     } catch (error) {
       logger.error('Failed to reset all daily usage:', error)
     }
@@ -1489,7 +1498,7 @@ class ClaudeConsoleAccountService {
       await client.hset(accountKey, updates)
       await client.hdel(accountKey, ...fieldsToDelete)
 
-      logger.success(`✅ Reset all error status for Claude Console account ${accountId}`)
+      logger.success(`Reset all error status for Claude Console account ${accountId}`)
 
       // 发送 Webhook 通知
       try {

src/services/claudeRelayConfigService.js

@@ -18,8 +18,8 @@ const DEFAULT_CONFIG = {
   // 用户消息队列配置
   userMessageQueueEnabled: false, // 是否启用用户消息队列（默认关闭）
   userMessageQueueDelayMs: 200, // 请求间隔（毫秒）
-  userMessageQueueTimeoutMs: 5000, // 队列等待超时（毫秒），优化后锁持有时间短无需长等待
-  userMessageQueueLockTtlMs: 5000, // 锁TTL（毫秒），请求发送后立即释放无需长TTL
+  userMessageQueueTimeoutMs: 60000, // 队列等待超时（毫秒）
+  userMessageQueueLockTtlMs: 120000, // 锁TTL（毫秒）
   // 并发请求排队配置
   concurrentRequestQueueEnabled: false, // 是否启用并发请求排队（默认关闭）
   concurrentRequestQueueMaxSize: 3, // 固定最小排队数（默认3）

src/services/claudeRelayService.js

@@ -1,6 +1,5 @@
 const https = require('https')
 const zlib = require('zlib')
-const fs = require('fs')
 const path = require('path')
 const ProxyHelper = require('../utils/proxyHelper')
 const { filterForClaude } = require('../utils/headerFilter')
@@ -17,6 +16,15 @@ const requestIdentityService = require('./requestIdentityService')
 const { createClaudeTestPayload } = require('../utils/testPayloadHelper')
 const userMessageQueueService = require('./userMessageQueueService')
 const { isStreamWritable } = require('../utils/streamHelper')
+const {
+  getHttpsAgentForStream,
+  getHttpsAgentForNonStream,
+  getPricingData
+} = require('../utils/performanceOptimizer')
+
+// structuredClone polyfill for Node < 17
+const safeClone =
+  typeof structuredClone === 'function' ? structuredClone : (obj) => JSON.parse(JSON.stringify(obj))
 
 class ClaudeRelayService {
   constructor() {
@@ -946,8 +954,8 @@ class ClaudeRelayService {
       return body
     }
 
-    // 深拷贝请求体
-    const processedBody = JSON.parse(JSON.stringify(body))
+    // 使用 safeClone 替代 JSON.parse(JSON.stringify()) 提升性能
+    const processedBody = safeClone(body)
 
     // 验证并限制max_tokens参数
     this._validateAndLimitMaxTokens(processedBody)
@@ -1077,15 +1085,15 @@ class ClaudeRelayService {
     }
 
     try {
-      // 读取模型定价配置文件
+      // 使用缓存的定价数据
       const pricingFilePath = path.join(__dirname, '../../data/model_pricing.json')
+      const pricingData = getPricingData(pricingFilePath)
 
-      if (!fs.existsSync(pricingFilePath)) {
+      if (!pricingData) {
         logger.warn('⚠️ Model pricing file not found, skipping max_tokens validation')
         return
       }
 
-      const pricingData = JSON.parse(fs.readFileSync(pricingFilePath, 'utf8'))
       const model = body.model || 'claude-sonnet-4-20250514'
 
       // 查找对应模型的配置
@@ -1251,20 +1259,20 @@ class ClaudeRelayService {
   }
 
   // 🌐 获取代理Agent（使用统一的代理工具）
-  async _getProxyAgent(accountId) {
+  async _getProxyAgent(accountId, account = null) {
     try {
-      const accountData = await claudeAccountService.getAllAccounts()
-      const account = accountData.find((acc) => acc.id === accountId)
+      // 优先使用传入的 account 对象，避免重复查询
+      const accountData = account || (await claudeAccountService.getAccount(accountId))
 
-      if (!account || !account.proxy) {
+      if (!accountData || !accountData.proxy) {
         logger.debug('🌐 No proxy configured for Claude account')
         return null
       }
 
-      const proxyAgent = ProxyHelper.createProxyAgent(account.proxy)
+      const proxyAgent = ProxyHelper.createProxyAgent(accountData.proxy)
       if (proxyAgent) {
         logger.info(
-          `🌐 Using proxy for Claude request: ${ProxyHelper.getProxyDescription(account.proxy)}`
+          `🌐 Using proxy for Claude request: ${ProxyHelper.getProxyDescription(accountData.proxy)}`
         )
       }
       return proxyAgent
@@ -1361,7 +1369,7 @@ class ClaudeRelayService {
     headers['User-Agent'] = userAgent
     headers['Accept'] = acceptHeader
 
-    logger.info(`🔗 指纹是这个: ${headers['User-Agent']}`)
+    logger.debug(`🔗 Request User-Agent: ${headers['User-Agent']}`)
 
     // 根据模型和客户端传递的 anthropic-beta 动态设置 header
     const modelId = requestPayload?.model || body?.model
@@ -1456,19 +1464,22 @@ class ClaudeRelayService {
         path: requestPath + (url.search || ''),
         method: 'POST',
         headers,
-        agent: proxyAgent,
+        agent: proxyAgent || getHttpsAgentForNonStream(),
         timeout: config.requestTimeout || 600000
       }
 
       const req = https.request(options, (res) => {
-        let responseData = Buffer.alloc(0)
+        // 使用数组收集 chunks，避免 O(n²) 的 Buffer.concat
+        const chunks = []
 
         res.on('data', (chunk) => {
-          responseData = Buffer.concat([responseData, chunk])
+          chunks.push(chunk)
         })
 
         res.on('end', () => {
           try {
+            // 一次性合并所有 chunks
+            const responseData = Buffer.concat(chunks)
             let responseBody = ''
 
             // 根据Content-Encoding处理响应数据
@@ -1871,7 +1882,7 @@ class ClaudeRelayService {
         path: url.pathname + (url.search || ''),
         method: 'POST',
         headers,
-        agent: proxyAgent,
+        agent: proxyAgent || getHttpsAgentForStream(),
         timeout: config.requestTimeout || 600000
       }
 

src/services/costInitService.js

@@ -1,9 +1,65 @@
 const redis = require('../models/redis')
-const apiKeyService = require('./apiKeyService')
 const CostCalculator = require('../utils/costCalculator')
 const logger = require('../utils/logger')
 
+// HMGET 需要的字段
+const USAGE_FIELDS = [
+  'totalInputTokens',
+  'inputTokens',
+  'totalOutputTokens',
+  'outputTokens',
+  'totalCacheCreateTokens',
+  'cacheCreateTokens',
+  'totalCacheReadTokens',
+  'cacheReadTokens'
+]
+
 class CostInitService {
+  /**
+   * 带并发限制的并行执行
+   */
+  async parallelLimit(items, fn, concurrency = 20) {
+    let index = 0
+    const results = []
+
+    async function worker() {
+      while (index < items.length) {
+        const currentIndex = index++
+        try {
+          results[currentIndex] = await fn(items[currentIndex], currentIndex)
+        } catch (error) {
+          results[currentIndex] = { error }
+        }
+      }
+    }
+
+    await Promise.all(Array(Math.min(concurrency, items.length)).fill().map(worker))
+    return results
+  }
+
+  /**
+   * 使用 SCAN 获取匹配的 keys（带去重）
+   */
+  async scanKeysWithDedup(client, pattern, count = 500) {
+    const seen = new Set()
+    const allKeys = []
+    let cursor = '0'
+
+    do {
+      const [newCursor, keys] = await client.scan(cursor, 'MATCH', pattern, 'COUNT', count)
+      cursor = newCursor
+
+      for (const key of keys) {
+        if (!seen.has(key)) {
+          seen.add(key)
+          allKeys.push(key)
+        }
+      }
+    } while (cursor !== '0')
+
+    return allKeys
+  }
+
   /**
    * 初始化所有API Key的费用数据
    * 扫描历史使用记录并计算费用
@@ -12,25 +68,57 @@ class CostInitService {
     try {
       logger.info('💰 Starting cost initialization for all API Keys...')
 
-      const apiKeys = await apiKeyService.getAllApiKeys()
+      // 用 scanApiKeyIds 获取 ID，然后过滤已删除的
+      const allKeyIds = await redis.scanApiKeyIds()
       const client = redis.getClientSafe()
 
+      // 批量检查 isDeleted 状态，过滤已删除的 key
+      const FILTER_BATCH = 100
+      const apiKeyIds = []
+
+      for (let i = 0; i < allKeyIds.length; i += FILTER_BATCH) {
+        const batch = allKeyIds.slice(i, i + FILTER_BATCH)
+        const pipeline = client.pipeline()
+
+        for (const keyId of batch) {
+          pipeline.hget(`apikey:${keyId}`, 'isDeleted')
+        }
+
+        const results = await pipeline.exec()
+
+        for (let j = 0; j < results.length; j++) {
+          const [err, isDeleted] = results[j]
+          if (!err && isDeleted !== 'true') {
+            apiKeyIds.push(batch[j])
+          }
+        }
+      }
+
+      logger.info(
+        `💰 Found ${apiKeyIds.length} active API Keys to process (filtered ${allKeyIds.length - apiKeyIds.length} deleted)`
+      )
+
       let processedCount = 0
       let errorCount = 0
 
-      for (const apiKey of apiKeys) {
+      // 优化6: 并行处理 + 并发限制
+      await this.parallelLimit(
+        apiKeyIds,
+        async (apiKeyId) => {
           try {
-          await this.initializeApiKeyCosts(apiKey.id, client)
+            await this.initializeApiKeyCosts(apiKeyId, client)
             processedCount++
 
-          if (processedCount % 10 === 0) {
-            logger.info(`💰 Processed ${processedCount} API Keys...`)
+            if (processedCount % 100 === 0) {
+              logger.info(`💰 Processed ${processedCount}/${apiKeyIds.length} API Keys...`)
             }
           } catch (error) {
             errorCount++
-          logger.error(`❌ Failed to initialize costs for API Key ${apiKey.id}:`, error)
-        }
+            logger.error(`❌ Failed to initialize costs for API Key ${apiKeyId}:`, error)
           }
+        },
+        20 // 并发数
+      )
 
       logger.success(
         `💰 Cost initialization completed! Processed: ${processedCount}, Errors: ${errorCount}`
@@ -46,16 +134,55 @@ class CostInitService {
    * 初始化单个API Key的费用数据
    */
   async initializeApiKeyCosts(apiKeyId, client) {
-    // 获取所有时间的模型使用统计
-    const modelKeys = await client.keys(`usage:${apiKeyId}:model:*:*:*`)
+    // 优化4: 使用 SCAN 获取 keys（带去重）
+    const modelKeys = await this.scanKeysWithDedup(client, `usage:${apiKeyId}:model:*:*:*`)
+
+    if (modelKeys.length === 0) {
+      return
+    }
+
+    // 优化5: 使用 Pipeline + HMGET 批量获取数据
+    const BATCH_SIZE = 100
+    const allData = []
+
+    for (let i = 0; i < modelKeys.length; i += BATCH_SIZE) {
+      const batch = modelKeys.slice(i, i + BATCH_SIZE)
+      const pipeline = client.pipeline()
+
+      for (const key of batch) {
+        pipeline.hmget(key, ...USAGE_FIELDS)
+      }
+
+      const results = await pipeline.exec()
+
+      for (let j = 0; j < results.length; j++) {
+        const [err, values] = results[j]
+        if (err) {
+          continue
+        }
+
+        // 将数组转换为对象
+        const data = {}
+        let hasData = false
+        for (let k = 0; k < USAGE_FIELDS.length; k++) {
+          if (values[k] !== null) {
+            data[USAGE_FIELDS[k]] = values[k]
+            hasData = true
+          }
+        }
+
+        if (hasData) {
+          allData.push({ key: batch[j], data })
+        }
+      }
+    }
 
     // 按日期分组统计
-    const dailyCosts = new Map() // date -> cost
-    const monthlyCosts = new Map() // month -> cost
-    const hourlyCosts = new Map() // hour -> cost
+    const dailyCosts = new Map()
+    const monthlyCosts = new Map()
+    const hourlyCosts = new Map()
 
-    for (const key of modelKeys) {
-      // 解析key格式: usage:{keyId}:model:{period}:{model}:{date}
+    for (const { key, data } of allData) {
       const match = key.match(
         /usage:(.+):model:(daily|monthly|hourly):(.+):(\d{4}-\d{2}(?:-\d{2})?(?::\d{2})?)$/
       )
@@ -65,13 +192,6 @@ class CostInitService {
 
       const [, , period, model, dateStr] = match
 
-      // 获取使用数据
-      const data = await client.hgetall(key)
-      if (!data || Object.keys(data).length === 0) {
-        continue
-      }
-
-      // 计算费用
       const usage = {
         input_tokens: parseInt(data.totalInputTokens) || parseInt(data.inputTokens) || 0,
         output_tokens: parseInt(data.totalOutputTokens) || parseInt(data.outputTokens) || 0,
@@ -84,47 +204,34 @@ class CostInitService {
       const costResult = CostCalculator.calculateCost(usage, model)
       const cost = costResult.costs.total
 
-      // 根据period分组累加费用
       if (period === 'daily') {
-        const currentCost = dailyCosts.get(dateStr) || 0
-        dailyCosts.set(dateStr, currentCost + cost)
+        dailyCosts.set(dateStr, (dailyCosts.get(dateStr) || 0) + cost)
       } else if (period === 'monthly') {
-        const currentCost = monthlyCosts.get(dateStr) || 0
-        monthlyCosts.set(dateStr, currentCost + cost)
+        monthlyCosts.set(dateStr, (monthlyCosts.get(dateStr) || 0) + cost)
       } else if (period === 'hourly') {
-        const currentCost = hourlyCosts.get(dateStr) || 0
-        hourlyCosts.set(dateStr, currentCost + cost)
+        hourlyCosts.set(dateStr, (hourlyCosts.get(dateStr) || 0) + cost)
       }
     }
 
-    // 将计算出的费用写入Redis
-    const promises = []
+    // 使用 SET NX EX 只补缺失的键，不覆盖已存在的
+    const pipeline = client.pipeline()
 
-    // 写入每日费用
+    // 写入每日费用（只补缺失）
     for (const [date, cost] of dailyCosts) {
       const key = `usage:cost:daily:${apiKeyId}:${date}`
-      promises.push(
-        client.set(key, cost.toString()),
-        client.expire(key, 86400 * 30) // 30天过期
-      )
+      pipeline.set(key, cost.toString(), 'EX', 86400 * 30, 'NX')
     }
 
-    // 写入每月费用
+    // 写入每月费用（只补缺失）
     for (const [month, cost] of monthlyCosts) {
       const key = `usage:cost:monthly:${apiKeyId}:${month}`
-      promises.push(
-        client.set(key, cost.toString()),
-        client.expire(key, 86400 * 90) // 90天过期
-      )
+      pipeline.set(key, cost.toString(), 'EX', 86400 * 90, 'NX')
     }
 
-    // 写入每小时费用
+    // 写入每小时费用（只补缺失）
     for (const [hour, cost] of hourlyCosts) {
       const key = `usage:cost:hourly:${apiKeyId}:${hour}`
-      promises.push(
-        client.set(key, cost.toString()),
-        client.expire(key, 86400 * 7) // 7天过期
-      )
+      pipeline.set(key, cost.toString(), 'EX', 86400 * 7, 'NX')
     }
 
     // 计算总费用
@@ -133,37 +240,25 @@ class CostInitService {
       totalCost += cost
     }
 
-    // 写入总费用 - 修复：只在总费用不存在时初始化，避免覆盖现有累计值
+    // 写入总费用（只补缺失）
     if (totalCost > 0) {
       const totalKey = `usage:cost:total:${apiKeyId}`
-      // 先检查总费用是否已存在
       const existingTotal = await client.get(totalKey)
 
       if (!existingTotal || parseFloat(existingTotal) === 0) {
-        // 仅在总费用不存在或为0时才初始化
-        promises.push(client.set(totalKey, totalCost.toString()))
+        pipeline.set(totalKey, totalCost.toString())
         logger.info(`💰 Initialized total cost for API Key ${apiKeyId}: $${totalCost.toFixed(6)}`)
       } else {
-        // 如果总费用已存在，保持不变，避免覆盖累计值
-        // 注意：这个逻辑防止因每日费用键过期（30天）导致的错误覆盖
-        // 如果需要强制重新计算，请先手动删除 usage:cost:total:{keyId} 键
         const existing = parseFloat(existingTotal)
-        const calculated = totalCost
-
-        if (calculated > existing * 1.1) {
-          // 如果计算值比现有值大 10% 以上，记录警告（可能是数据不一致）
+        if (totalCost > existing * 1.1) {
           logger.warn(
-            `💰 Total cost mismatch for API Key ${apiKeyId}: existing=$${existing.toFixed(6)}, calculated=$${calculated.toFixed(6)} (from last 30 days). Keeping existing value to prevent data loss.`
-          )
-        } else {
-          logger.debug(
-            `💰 Skipping total cost initialization for API Key ${apiKeyId} - existing: $${existing.toFixed(6)}, calculated: $${calculated.toFixed(6)}`
+            `💰 Total cost mismatch for API Key ${apiKeyId}: existing=$${existing.toFixed(6)}, calculated=$${totalCost.toFixed(6)} (from last 30 days). Keeping existing value.`
           )
         }
       }
     }
 
-    await Promise.all(promises)
+    await pipeline.exec()
 
     logger.debug(
       `💰 Initialized costs for API Key ${apiKeyId}: Daily entries: ${dailyCosts.size}, Total cost: $${totalCost.toFixed(2)}`
@@ -172,41 +267,70 @@ class CostInitService {
 
   /**
    * 检查是否需要初始化费用数据
+   * 使用 SCAN 代替 KEYS，正确处理 cursor
    */
   async needsInitialization() {
     try {
       const client = redis.getClientSafe()
 
-      // 检查是否有任何费用数据
-      const costKeys = await client.keys('usage:cost:*')
+      // 正确循环 SCAN 检查是否有任何费用数据
+      let cursor = '0'
+      let hasCostData = false
 
-      // 如果没有费用数据，需要初始化
-      if (costKeys.length === 0) {
+      do {
+        const [newCursor, keys] = await client.scan(cursor, 'MATCH', 'usage:cost:*', 'COUNT', 100)
+        cursor = newCursor
+        if (keys.length > 0) {
+          hasCostData = true
+          break
+        }
+      } while (cursor !== '0')
+
+      if (!hasCostData) {
         logger.info('💰 No cost data found, initialization needed')
         return true
       }
 
-      // 检查是否有使用数据但没有对应的费用数据
-      const sampleKeys = await client.keys('usage:*:model:daily:*:*')
-      if (sampleKeys.length > 10) {
-        // 抽样检查
-        const sampleSize = Math.min(10, sampleKeys.length)
-        for (let i = 0; i < sampleSize; i++) {
-          const usageKey = sampleKeys[Math.floor(Math.random() * sampleKeys.length)]
+      // 抽样检查使用数据是否有对应的费用数据
+      cursor = '0'
+      let samplesChecked = 0
+      const maxSamples = 10
+
+      do {
+        const [newCursor, usageKeys] = await client.scan(
+          cursor,
+          'MATCH',
+          'usage:*:model:daily:*:*',
+          'COUNT',
+          100
+        )
+        cursor = newCursor
+
+        for (const usageKey of usageKeys) {
+          if (samplesChecked >= maxSamples) {
+            break
+          }
+
           const match = usageKey.match(/usage:(.+):model:daily:(.+):(\d{4}-\d{2}-\d{2})$/)
           if (match) {
             const [, keyId, , date] = match
             const costKey = `usage:cost:daily:${keyId}:${date}`
             const hasCost = await client.exists(costKey)
+
             if (!hasCost) {
               logger.info(
                 `💰 Found usage without cost data for key ${keyId} on ${date}, initialization needed`
               )
               return true
             }
+            samplesChecked++
           }
         }
+
+        if (samplesChecked >= maxSamples) {
+          break
         }
+      } while (cursor !== '0')
 
       logger.info('💰 Cost data appears to be up to date')
       return false

src/services/costRankService.js

@@ -103,7 +103,7 @@ class CostRankService {
       }
 
       this.isInitialized = true
-      logger.success('✅ CostRankService initialized')
+      logger.success('CostRankService initialized')
     } catch (error) {
       logger.error('❌ Failed to initialize CostRankService:', error)
       throw error
@@ -391,10 +391,24 @@ class CostRankService {
       return {}
     }
 
-    const status = {}
-
+    // 使用 Pipeline 批量获取
+    const pipeline = client.pipeline()
     for (const timeRange of VALID_TIME_RANGES) {
-      const meta = await client.hgetall(RedisKeys.metaKey(timeRange))
+      pipeline.hgetall(RedisKeys.metaKey(timeRange))
+    }
+    const results = await pipeline.exec()
+
+    const status = {}
+    VALID_TIME_RANGES.forEach((timeRange, i) => {
+      const [err, meta] = results[i]
+      if (err || !meta) {
+        status[timeRange] = {
+          lastUpdate: null,
+          keyCount: 0,
+          status: 'unknown',
+          updateDuration: 0
+        }
+      } else {
         status[timeRange] = {
           lastUpdate: meta.lastUpdate || null,
           keyCount: parseInt(meta.keyCount || 0),
@@ -402,6 +416,7 @@ class CostRankService {
           updateDuration: parseInt(meta.updateDuration || 0)
         }
       }
+    })
 
     return status
   }

src/services/droidAccountService.js

@@ -2,11 +2,10 @@ const { v4: uuidv4 } = require('uuid')
 const crypto = require('crypto')
 const axios = require('axios')
 const redis = require('../models/redis')
-const config = require('../../config/config')
 const logger = require('../utils/logger')
 const { maskToken } = require('../utils/tokenMask')
 const ProxyHelper = require('../utils/proxyHelper')
-const LRUCache = require('../utils/lruCache')
+const { createEncryptor, isTruthy } = require('../utils/commonHelper')
 
 /**
  * Droid 账户管理服务
@@ -26,21 +25,14 @@ class DroidAccountService {
     this.refreshIntervalHours = 6 // 每6小时刷新一次
     this.tokenValidHours = 8 // Token 有效期8小时
 
-    // 加密相关常量
-    this.ENCRYPTION_ALGORITHM = 'aes-256-cbc'
-    this.ENCRYPTION_SALT = 'droid-account-salt'
-
-    // 🚀 性能优化：缓存派生的加密密钥
-    this._encryptionKeyCache = null
-
-    // 🔄 解密结果缓存
-    this._decryptCache = new LRUCache(500)
+    // 使用 commonHelper 的加密器
+    this._encryptor = createEncryptor('droid-account-salt')
 
     // 🧹 定期清理缓存（每10分钟）
     setInterval(
       () => {
-        this._decryptCache.cleanup()
-        logger.info('🧹 Droid decrypt cache cleanup completed', this._decryptCache.getStats())
+        this._encryptor.clearCache()
+        logger.info('🧹 Droid decrypt cache cleanup completed', this._encryptor.getStats())
       },
       10 * 60 * 1000
     )
@@ -69,92 +61,19 @@ class DroidAccountService {
     return 'anthropic'
   }
 
+  // 使用 commonHelper 的 isTruthy
   _isTruthy(value) {
-    if (value === undefined || value === null) {
-      return false
-    }
-    if (typeof value === 'boolean') {
-      return value
-    }
-    if (typeof value === 'string') {
-      const normalized = value.trim().toLowerCase()
-      if (normalized === 'true') {
-        return true
-      }
-      if (normalized === 'false') {
-        return false
-      }
-      return normalized.length > 0 && normalized !== '0' && normalized !== 'no'
-    }
-    return Boolean(value)
+    return isTruthy(value)
   }
 
-  /**
-   * 生成加密密钥（缓存优化）
-   */
-  _generateEncryptionKey() {
-    if (!this._encryptionKeyCache) {
-      this._encryptionKeyCache = crypto.scryptSync(
-        config.security.encryptionKey,
-        this.ENCRYPTION_SALT,
-        32
-      )
-      logger.info('🔑 Droid encryption key derived and cached for performance optimization')
-    }
-    return this._encryptionKeyCache
-  }
-
-  /**
-   * 加密敏感数据
-   */
+  // 加密敏感数据
   _encryptSensitiveData(text) {
-    if (!text) {
-      return ''
+    return this._encryptor.encrypt(text)
   }
 
-    const key = this._generateEncryptionKey()
-    const iv = crypto.randomBytes(16)
-    const cipher = crypto.createCipheriv(this.ENCRYPTION_ALGORITHM, key, iv)
-
-    let encrypted = cipher.update(text, 'utf8', 'hex')
-    encrypted += cipher.final('hex')
-
-    return `${iv.toString('hex')}:${encrypted}`
-  }
-
-  /**
-   * 解密敏感数据（带缓存）
-   */
+  // 解密敏感数据（带缓存）
   _decryptSensitiveData(encryptedText) {
-    if (!encryptedText) {
-      return ''
-    }
-
-    // 🎯 检查缓存
-    const cacheKey = crypto.createHash('sha256').update(encryptedText).digest('hex')
-    const cached = this._decryptCache.get(cacheKey)
-    if (cached !== undefined) {
-      return cached
-    }
-
-    try {
-      const key = this._generateEncryptionKey()
-      const parts = encryptedText.split(':')
-      const iv = Buffer.from(parts[0], 'hex')
-      const encrypted = parts[1]
-
-      const decipher = crypto.createDecipheriv(this.ENCRYPTION_ALGORITHM, key, iv)
-      let decrypted = decipher.update(encrypted, 'hex', 'utf8')
-      decrypted += decipher.final('utf8')
-
-      // 💾 存入缓存（5分钟过期）
-      this._decryptCache.set(cacheKey, decrypted, 5 * 60 * 1000)
-
-      return decrypted
-    } catch (error) {
-      logger.error('❌ Failed to decrypt Droid data:', error)
-      return ''
-    }
+    return this._encryptor.decrypt(encryptedText)
   }
 
   _parseApiKeyEntries(rawEntries) {
@@ -683,7 +602,7 @@ class DroidAccountService {
 
         lastRefreshAt = new Date().toISOString()
         status = 'active'
-        logger.success(`✅ 使用 Refresh Token 成功验证并刷新 Droid 账户: ${name} (${accountId})`)
+        logger.success(`使用 Refresh Token 成功验证并刷新 Droid 账户: ${name} (${accountId})`)
       } catch (error) {
         logger.error('❌ 使用 Refresh Token 验证 Droid 账户失败:', error)
         throw new Error(`Refresh Token 验证失败：${error.message}`)
@@ -1368,7 +1287,7 @@ class DroidAccountService {
         }
       }
 
-      logger.success(`✅ Droid account token refreshed successfully: ${accountId}`)
+      logger.success(`Droid account token refreshed successfully: ${accountId}`)
 
       return {
         accessToken: refreshed.accessToken,

src/services/droidRelayService.js

@@ -90,7 +90,7 @@ class DroidRelayService {
     return normalizedBody
   }
 
-  async _applyRateLimitTracking(rateLimitInfo, usageSummary, model, context = '') {
+  async _applyRateLimitTracking(rateLimitInfo, usageSummary, model, context = '', keyId = null) {
     if (!rateLimitInfo) {
       return
     }
@@ -99,7 +99,9 @@ class DroidRelayService {
       const { totalTokens, totalCost } = await updateRateLimitCounters(
         rateLimitInfo,
         usageSummary,
-        model
+        model,
+        keyId,
+        'droid'
       )
 
       if (totalTokens > 0) {
@@ -403,6 +405,7 @@ class DroidRelayService {
   ) {
     return new Promise((resolve, reject) => {
       const url = new URL(apiUrl)
+      const keyId = apiKeyData?.id
       const bodyString = JSON.stringify(processedBody)
       const contentLength = Buffer.byteLength(bodyString)
       const requestHeaders = {
@@ -606,10 +609,11 @@ class DroidRelayService {
               clientRequest?.rateLimitInfo,
               usageSummary,
               model,
-              ' [stream]'
+              ' [stream]',
+              keyId
             )
 
-            logger.success(`✅ Droid stream completed - Account: ${account.name}`)
+            logger.success(`Droid stream completed - Account: ${account.name}`)
           } else {
             logger.success(
               `✅ Droid stream completed - Account: ${account.name}, usage recording skipped`
@@ -1195,6 +1199,7 @@ class DroidRelayService {
     skipUsageRecord = false
   ) {
     const { data } = response
+    const keyId = apiKeyData?.id
 
     // 从响应中提取 usage 数据
     const usage = data.usage || {}
@@ -1225,7 +1230,8 @@ class DroidRelayService {
         clientRequest?.rateLimitInfo,
         usageSummary,
         model,
-        endpointLabel
+        endpointLabel,
+        keyId
       )
 
       logger.success(

src/services/droidScheduler.js

@@ -2,103 +2,40 @@ const droidAccountService = require('./droidAccountService')
 const accountGroupService = require('./accountGroupService')
 const redis = require('../models/redis')
 const logger = require('../utils/logger')
+const {
+  isTruthy,
+  isAccountHealthy,
+  sortAccountsByPriority,
+  normalizeEndpointType
+} = require('../utils/commonHelper')
 
 class DroidScheduler {
   constructor() {
     this.STICKY_PREFIX = 'droid'
   }
 
-  _normalizeEndpointType(endpointType) {
-    if (!endpointType) {
-      return 'anthropic'
-    }
-    const normalized = String(endpointType).toLowerCase()
-    if (normalized === 'openai') {
-      return 'openai'
-    }
-    if (normalized === 'comm') {
-      return 'comm'
-    }
-    if (normalized === 'anthropic') {
-      return 'anthropic'
-    }
-    return 'anthropic'
-  }
-
-  _isTruthy(value) {
-    if (value === undefined || value === null) {
-      return false
-    }
-    if (typeof value === 'boolean') {
-      return value
-    }
-    if (typeof value === 'string') {
-      return value.toLowerCase() === 'true'
-    }
-    return Boolean(value)
-  }
-
-  _isAccountActive(account) {
-    if (!account) {
-      return false
-    }
-    const isActive = this._isTruthy(account.isActive)
-    if (!isActive) {
-      return false
-    }
-
-    const status = (account.status || 'active').toLowerCase()
-    const unhealthyStatuses = new Set(['error', 'unauthorized', 'blocked'])
-    return !unhealthyStatuses.has(status)
-  }
-
   _isAccountSchedulable(account) {
-    return this._isTruthy(account?.schedulable ?? true)
+    return isTruthy(account?.schedulable ?? true)
   }
 
   _matchesEndpoint(account, endpointType) {
-    const normalizedEndpoint = this._normalizeEndpointType(endpointType)
-    const accountEndpoint = this._normalizeEndpointType(account?.endpointType)
+    const normalizedEndpoint = normalizeEndpointType(endpointType)
+    const accountEndpoint = normalizeEndpointType(account?.endpointType)
     if (normalizedEndpoint === accountEndpoint) {
       return true
     }
-
-    // comm 端点可以使用任何类型的账户
     if (normalizedEndpoint === 'comm') {
       return true
     }
-
     const sharedEndpoints = new Set(['anthropic', 'openai'])
     return sharedEndpoints.has(normalizedEndpoint) && sharedEndpoints.has(accountEndpoint)
   }
 
-  _sortCandidates(candidates) {
-    return [...candidates].sort((a, b) => {
-      const priorityA = parseInt(a.priority, 10) || 50
-      const priorityB = parseInt(b.priority, 10) || 50
-
-      if (priorityA !== priorityB) {
-        return priorityA - priorityB
-      }
-
-      const lastUsedA = a.lastUsedAt ? new Date(a.lastUsedAt).getTime() : 0
-      const lastUsedB = b.lastUsedAt ? new Date(b.lastUsedAt).getTime() : 0
-
-      if (lastUsedA !== lastUsedB) {
-        return lastUsedA - lastUsedB
-      }
-
-      const createdA = a.createdAt ? new Date(a.createdAt).getTime() : 0
-      const createdB = b.createdAt ? new Date(b.createdAt).getTime() : 0
-      return createdA - createdB
-    })
-  }
-
   _composeStickySessionKey(endpointType, sessionHash, apiKeyId) {
     if (!sessionHash) {
       return null
     }
-    const normalizedEndpoint = this._normalizeEndpointType(endpointType)
+    const normalizedEndpoint = normalizeEndpointType(endpointType)
     const apiKeyPart = apiKeyId || 'default'
     return `${this.STICKY_PREFIX}:${normalizedEndpoint}:${apiKeyPart}:${sessionHash}`
   }
@@ -121,7 +58,7 @@ class DroidScheduler {
     )
 
     return accounts.filter(
-      (account) => account && this._isAccountActive(account) && this._isAccountSchedulable(account)
+      (account) => account && isAccountHealthy(account) && this._isAccountSchedulable(account)
     )
   }
 
@@ -145,7 +82,7 @@ class DroidScheduler {
   }
 
   async selectAccount(apiKeyData, endpointType, sessionHash) {
-    const normalizedEndpoint = this._normalizeEndpointType(endpointType)
+    const normalizedEndpoint = normalizeEndpointType(endpointType)
     const stickyKey = this._composeStickySessionKey(normalizedEndpoint, sessionHash, apiKeyData?.id)
 
     let candidates = []
@@ -175,7 +112,7 @@ class DroidScheduler {
     const filtered = candidates.filter(
       (account) =>
         account &&
-        this._isAccountActive(account) &&
+        isAccountHealthy(account) &&
         this._isAccountSchedulable(account) &&
         this._matchesEndpoint(account, normalizedEndpoint)
     )
@@ -203,7 +140,7 @@ class DroidScheduler {
       }
     }
 
-    const sorted = this._sortCandidates(filtered)
+    const sorted = sortAccountsByPriority(filtered)
     const selected = sorted[0]
 
     if (!selected) {

src/services/geminiAccountService.js

@@ -1,8 +1,6 @@
 const redisClient = require('../models/redis')
 const { v4: uuidv4 } = require('uuid')
-const crypto = require('crypto')
 const https = require('https')
-const config = require('../../config/config')
 const logger = require('../utils/logger')
 const { OAuth2Client } = require('google-auth-library')
 const { maskToken } = require('../utils/tokenMask')
@@ -15,9 +13,14 @@ const {
   logRefreshSkipped
 } = require('../utils/tokenRefreshLogger')
 const tokenRefreshService = require('./tokenRefreshService')
-const LRUCache = require('../utils/lruCache')
+const { createEncryptor } = require('../utils/commonHelper')
 const antigravityClient = require('./antigravityClient')
 
+// Gemini 账户键前缀
+const GEMINI_ACCOUNT_KEY_PREFIX = 'gemini_account:'
+const SHARED_GEMINI_ACCOUNTS_KEY = 'shared_gemini_accounts'
+const ACCOUNT_SESSION_MAPPING_PREFIX = 'gemini_session_account_mapping:'
+
 // Gemini OAuth 配置 - 支持 Gemini CLI 与 Antigravity 两种 OAuth 应用
 const OAUTH_PROVIDER_GEMINI_CLI = 'gemini-cli'
 const OAUTH_PROVIDER_ANTIGRAVITY = 'antigravity'
@@ -85,6 +88,10 @@ const keepAliveAgent = new https.Agent({
 
 logger.info('🌐 Gemini HTTPS Agent initialized with TCP Keep-Alive support')
 
+// 使用 commonHelper 的加密器
+const encryptor = createEncryptor('gemini-account-salt')
+const { encrypt, decrypt } = encryptor
+
 async function fetchAvailableModelsAntigravity(
   accessToken,
   proxyConfig = null,
@@ -196,91 +203,11 @@ async function countTokensAntigravity(client, contents, model, proxyConfig = nul
   return response
 }
 
-// 加密相关常量
-const ALGORITHM = 'aes-256-cbc'
-const ENCRYPTION_SALT = 'gemini-account-salt'
-const IV_LENGTH = 16
-
-// 🚀 性能优化：缓存派生的加密密钥，避免每次重复计算
-// scryptSync 是 CPU 密集型操作，缓存可以减少 95%+ 的 CPU 占用
-let _encryptionKeyCache = null
-
-// 🔄 解密结果缓存，提高解密性能
-const decryptCache = new LRUCache(500)
-
-// 生成加密密钥（使用与 claudeAccountService 相同的方法）
-function generateEncryptionKey() {
-  if (!_encryptionKeyCache) {
-    _encryptionKeyCache = crypto.scryptSync(config.security.encryptionKey, ENCRYPTION_SALT, 32)
-    logger.info('🔑 Gemini encryption key derived and cached for performance optimization')
-  }
-  return _encryptionKeyCache
-}
-
-// Gemini 账户键前缀
-const GEMINI_ACCOUNT_KEY_PREFIX = 'gemini_account:'
-const SHARED_GEMINI_ACCOUNTS_KEY = 'shared_gemini_accounts'
-const ACCOUNT_SESSION_MAPPING_PREFIX = 'gemini_session_account_mapping:'
-
-// 加密函数
-function encrypt(text) {
-  if (!text) {
-    return ''
-  }
-  const key = generateEncryptionKey()
-  const iv = crypto.randomBytes(IV_LENGTH)
-  const cipher = crypto.createCipheriv(ALGORITHM, key, iv)
-  let encrypted = cipher.update(text)
-  encrypted = Buffer.concat([encrypted, cipher.final()])
-  return `${iv.toString('hex')}:${encrypted.toString('hex')}`
-}
-
-// 解密函数
-function decrypt(text) {
-  if (!text) {
-    return ''
-  }
-
-  // 🎯 检查缓存
-  const cacheKey = crypto.createHash('sha256').update(text).digest('hex')
-  const cached = decryptCache.get(cacheKey)
-  if (cached !== undefined) {
-    return cached
-  }
-
-  try {
-    const key = generateEncryptionKey()
-    // IV 是固定长度的 32 个十六进制字符（16 字节）
-    const ivHex = text.substring(0, 32)
-    const encryptedHex = text.substring(33) // 跳过冒号
-
-    const iv = Buffer.from(ivHex, 'hex')
-    const encryptedText = Buffer.from(encryptedHex, 'hex')
-    const decipher = crypto.createDecipheriv(ALGORITHM, key, iv)
-    let decrypted = decipher.update(encryptedText)
-    decrypted = Buffer.concat([decrypted, decipher.final()])
-    const result = decrypted.toString()
-
-    // 💾 存入缓存（5分钟过期）
-    decryptCache.set(cacheKey, result, 5 * 60 * 1000)
-
-    // 📊 定期打印缓存统计
-    if ((decryptCache.hits + decryptCache.misses) % 1000 === 0) {
-      decryptCache.printStats()
-    }
-
-    return result
-  } catch (error) {
-    logger.error('Decryption error:', error)
-    return ''
-  }
-}
-
 // 🧹 定期清理缓存（每10分钟）
 setInterval(
   () => {
-    decryptCache.cleanup()
-    logger.info('🧹 Gemini decrypt cache cleanup completed', decryptCache.getStats())
+    encryptor.clearCache()
+    logger.info('🧹 Gemini decrypt cache cleanup completed', encryptor.getStats())
   },
   10 * 60 * 1000
 )
@@ -605,6 +532,7 @@ async function createAccount(accountData) {
   // 保存到 Redis
   const client = redisClient.getClientSafe()
   await client.hset(`${GEMINI_ACCOUNT_KEY_PREFIX}${id}`, account)
+  await redisClient.addToIndex('gemini_account:index', id)
 
   // 如果是共享账户，添加到共享账户集合
   if (account.accountType === 'shared') {
@@ -806,19 +734,20 @@ async function deleteAccount(accountId) {
   // 从 Redis 删除
   const client = redisClient.getClientSafe()
   await client.del(`${GEMINI_ACCOUNT_KEY_PREFIX}${accountId}`)
+  await redisClient.removeFromIndex('gemini_account:index', accountId)
 
   // 从共享账户集合中移除
   if (account.accountType === 'shared') {
     await client.srem(SHARED_GEMINI_ACCOUNTS_KEY, accountId)
   }
 
-  // 清理会话映射
-  const sessionMappings = await client.keys(`${ACCOUNT_SESSION_MAPPING_PREFIX}*`)
-  for (const key of sessionMappings) {
-    const mappedAccountId = await client.get(key)
-    if (mappedAccountId === accountId) {
-      await client.del(key)
-    }
+  // 清理会话映射（使用反向索引）
+  const sessionHashes = await client.smembers(`gemini_account_sessions:${accountId}`)
+  if (sessionHashes.length > 0) {
+    const pipeline = client.pipeline()
+    sessionHashes.forEach((hash) => pipeline.del(`${ACCOUNT_SESSION_MAPPING_PREFIX}${hash}`))
+    pipeline.del(`gemini_account_sessions:${accountId}`)
+    await pipeline.exec()
   }
 
   logger.info(`Deleted Gemini account: ${accountId}`)
@@ -827,12 +756,18 @@ async function deleteAccount(accountId) {
 
 // 获取所有账户
 async function getAllAccounts() {
-  const client = redisClient.getClientSafe()
-  const keys = await client.keys(`${GEMINI_ACCOUNT_KEY_PREFIX}*`)
+  const _client = redisClient.getClientSafe()
+  const accountIds = await redisClient.getAllIdsByIndex(
+    'gemini_account:index',
+    `${GEMINI_ACCOUNT_KEY_PREFIX}*`,
+    /^gemini_account:(.+)$/
+  )
+  const keys = accountIds.map((id) => `${GEMINI_ACCOUNT_KEY_PREFIX}${id}`)
   const accounts = []
+  const dataList = await redisClient.batchHgetallChunked(keys)
 
-  for (const key of keys) {
-    const accountData = await client.hgetall(key)
+  for (let i = 0; i < keys.length; i++) {
+    const accountData = dataList[i]
     if (accountData && Object.keys(accountData).length > 0) {
       // 获取限流状态信息
       const rateLimitInfo = await getAccountRateLimitInfo(accountData.id)
@@ -935,6 +870,8 @@ async function selectAvailableAccount(apiKeyId, sessionHash = null) {
           3600, // 1小时过期
           account.id
         )
+        await client.sadd(`gemini_account_sessions:${account.id}`, sessionHash)
+        await client.expire(`gemini_account_sessions:${account.id}`, 3600)
       }
 
       return account
@@ -994,6 +931,8 @@ async function selectAvailableAccount(apiKeyId, sessionHash = null) {
   // 创建粘性会话映射
   if (sessionHash) {
     await client.setex(`${ACCOUNT_SESSION_MAPPING_PREFIX}${sessionHash}`, 3600, selectedAccount.id)
+    await client.sadd(`gemini_account_sessions:${selectedAccount.id}`, sessionHash)
+    await client.expire(`gemini_account_sessions:${selectedAccount.id}`, 3600)
   }
 
   return selectedAccount
@@ -1950,8 +1889,7 @@ module.exports = {
   setupUser,
   encrypt,
   decrypt,
-  generateEncryptionKey,
-  decryptCache, // 暴露缓存对象以便测试和监控
+  encryptor, // 暴露加密器以便测试和监控
   countTokens,
   countTokensAntigravity,
   generateContent,

src/services/geminiApiAccountService.js

@@ -85,7 +85,7 @@ class GeminiApiAccountService {
     // 保存到 Redis
     await this._saveAccount(accountId, accountData)
 
-    logger.success(`🚀 Created Gemini-API account: ${name} (${accountId})`)
+    logger.success(`Created Gemini-API account: ${name} (${accountId})`)
 
     return {
       ...accountData,
@@ -172,6 +172,9 @@ class GeminiApiAccountService {
     // 从共享账户列表中移除
     await client.srem(this.SHARED_ACCOUNTS_KEY, accountId)
 
+    // 从索引中移除
+    await redis.removeFromIndex('gemini_api_account:index', accountId)
+
     // 删除账户数据
     await client.del(key)
 
@@ -223,11 +226,17 @@ class GeminiApiAccountService {
     }
 
     // 直接从 Redis 获取所有账户（包括非共享账户）
-    const keys = await client.keys(`${this.ACCOUNT_KEY_PREFIX}*`)
-    for (const key of keys) {
-      const accountId = key.replace(this.ACCOUNT_KEY_PREFIX, '')
+    const allAccountIds = await redis.getAllIdsByIndex(
+      'gemini_api_account:index',
+      `${this.ACCOUNT_KEY_PREFIX}*`,
+      /^gemini_api_account:(.+)$/
+    )
+    const keys = allAccountIds.map((id) => `${this.ACCOUNT_KEY_PREFIX}${id}`)
+    const dataList = await redis.batchHgetallChunked(keys)
+    for (let i = 0; i < allAccountIds.length; i++) {
+      const accountId = allAccountIds[i]
       if (!accountIds.includes(accountId)) {
-        const accountData = await client.hgetall(key)
+        const accountData = dataList[i]
         if (accountData && accountData.id) {
           // 过滤非活跃账户
           if (includeInactive || accountData.isActive === 'true') {
@@ -576,6 +585,9 @@ class GeminiApiAccountService {
     // 保存账户数据
     await client.hset(key, accountData)
 
+    // 添加到索引
+    await redis.addToIndex('gemini_api_account:index', accountId)
+
     // 添加到共享账户列表
     if (accountData.accountType === 'shared') {
       await client.sadd(this.SHARED_ACCOUNTS_KEY, accountId)

src/services/geminiRelayService.js

@@ -163,7 +163,8 @@ async function* handleStreamResponse(response, model, apiKeyId, accountId = null
                   0, // cacheCreateTokens (Gemini 没有这个概念)
                   0, // cacheReadTokens (Gemini 没有这个概念)
                   model,
-                  accountId
+                  accountId,
+                  'gemini'
                 )
                 .catch((error) => {
                   logger.error('❌ Failed to record Gemini usage:', error)
@@ -317,7 +318,8 @@ async function sendGeminiRequest({
             0, // cacheCreateTokens
             0, // cacheReadTokens
             model,
-            accountId
+            accountId,
+            'gemini'
           )
           .catch((error) => {
             logger.error('❌ Failed to record Gemini usage:', error)

src/services/modelService.js

@@ -18,7 +18,7 @@ class ModelService {
       (sum, config) => sum + config.models.length,
       0
     )
-    logger.success(`✅ Model service initialized with ${totalModels} models`)
+    logger.success(`Model service initialized with ${totalModels} models`)
   }
 
   /**

src/services/openaiAccountService.js

@@ -1,6 +1,5 @@
 const redisClient = require('../models/redis')
 const { v4: uuidv4 } = require('uuid')
-const crypto = require('crypto')
 const axios = require('axios')
 const ProxyHelper = require('../utils/proxyHelper')
 const config = require('../../config/config')
@@ -13,104 +12,23 @@ const {
   logTokenUsage,
   logRefreshSkipped
 } = require('../utils/tokenRefreshLogger')
-const LRUCache = require('../utils/lruCache')
 const tokenRefreshService = require('./tokenRefreshService')
+const { createEncryptor } = require('../utils/commonHelper')
 
-// 加密相关常量
-const ALGORITHM = 'aes-256-cbc'
-const ENCRYPTION_SALT = 'openai-account-salt'
-const IV_LENGTH = 16
-
-// 🚀 性能优化：缓存派生的加密密钥，避免每次重复计算
-// scryptSync 是 CPU 密集型操作，缓存可以减少 95%+ 的 CPU 占用
-let _encryptionKeyCache = null
-
-// 🔄 解密结果缓存，提高解密性能
-const decryptCache = new LRUCache(500)
-
-// 生成加密密钥（使用与 claudeAccountService 相同的方法）
-function generateEncryptionKey() {
-  if (!_encryptionKeyCache) {
-    _encryptionKeyCache = crypto.scryptSync(config.security.encryptionKey, ENCRYPTION_SALT, 32)
-    logger.info('🔑 OpenAI encryption key derived and cached for performance optimization')
-  }
-  return _encryptionKeyCache
-}
+// 使用 commonHelper 的加密器
+const encryptor = createEncryptor('openai-account-salt')
+const { encrypt, decrypt } = encryptor
 
 // OpenAI 账户键前缀
 const OPENAI_ACCOUNT_KEY_PREFIX = 'openai:account:'
 const SHARED_OPENAI_ACCOUNTS_KEY = 'shared_openai_accounts'
 const ACCOUNT_SESSION_MAPPING_PREFIX = 'openai_session_account_mapping:'
 
-// 加密函数
-function encrypt(text) {
-  if (!text) {
-    return ''
-  }
-  const key = generateEncryptionKey()
-  const iv = crypto.randomBytes(IV_LENGTH)
-  const cipher = crypto.createCipheriv(ALGORITHM, key, iv)
-  let encrypted = cipher.update(text)
-  encrypted = Buffer.concat([encrypted, cipher.final()])
-  return `${iv.toString('hex')}:${encrypted.toString('hex')}`
-}
-
-// 解密函数
-function decrypt(text) {
-  if (!text || text === '') {
-    return ''
-  }
-
-  // 检查是否是有效的加密格式（至少需要 32 个字符的 IV + 冒号 + 加密文本）
-  if (text.length < 33 || text.charAt(32) !== ':') {
-    logger.warn('Invalid encrypted text format, returning empty string', {
-      textLength: text ? text.length : 0,
-      char32: text && text.length > 32 ? text.charAt(32) : 'N/A',
-      first50: text ? text.substring(0, 50) : 'N/A'
-    })
-    return ''
-  }
-
-  // 🎯 检查缓存
-  const cacheKey = crypto.createHash('sha256').update(text).digest('hex')
-  const cached = decryptCache.get(cacheKey)
-  if (cached !== undefined) {
-    return cached
-  }
-
-  try {
-    const key = generateEncryptionKey()
-    // IV 是固定长度的 32 个十六进制字符（16 字节）
-    const ivHex = text.substring(0, 32)
-    const encryptedHex = text.substring(33) // 跳过冒号
-
-    const iv = Buffer.from(ivHex, 'hex')
-    const encryptedText = Buffer.from(encryptedHex, 'hex')
-    const decipher = crypto.createDecipheriv(ALGORITHM, key, iv)
-    let decrypted = decipher.update(encryptedText)
-    decrypted = Buffer.concat([decrypted, decipher.final()])
-    const result = decrypted.toString()
-
-    // 💾 存入缓存（5分钟过期）
-    decryptCache.set(cacheKey, result, 5 * 60 * 1000)
-
-    // 📊 定期打印缓存统计
-    if ((decryptCache.hits + decryptCache.misses) % 1000 === 0) {
-      decryptCache.printStats()
-    }
-
-    return result
-  } catch (error) {
-    logger.error('Decryption error:', error)
-    return ''
-  }
-}
-
 // 🧹 定期清理缓存（每10分钟）
 setInterval(
   () => {
-    decryptCache.cleanup()
-    logger.info('🧹 OpenAI decrypt cache cleanup completed', decryptCache.getStats())
+    encryptor.clearCache()
+    logger.info('🧹 OpenAI decrypt cache cleanup completed', encryptor.getStats())
   },
   10 * 60 * 1000
 )
@@ -591,6 +509,7 @@ async function createAccount(accountData) {
 
   const client = redisClient.getClientSafe()
   await client.hset(`${OPENAI_ACCOUNT_KEY_PREFIX}${accountId}`, account)
+  await redisClient.addToIndex('openai:account:index', accountId)
 
   // 如果是共享账户，添加到共享账户集合
   if (account.accountType === 'shared') {
@@ -725,19 +644,20 @@ async function deleteAccount(accountId) {
   // 从 Redis 删除
   const client = redisClient.getClientSafe()
   await client.del(`${OPENAI_ACCOUNT_KEY_PREFIX}${accountId}`)
+  await redisClient.removeFromIndex('openai:account:index', accountId)
 
   // 从共享账户集合中移除
   if (account.accountType === 'shared') {
     await client.srem(SHARED_OPENAI_ACCOUNTS_KEY, accountId)
   }
 
-  // 清理会话映射
-  const sessionMappings = await client.keys(`${ACCOUNT_SESSION_MAPPING_PREFIX}*`)
-  for (const key of sessionMappings) {
-    const mappedAccountId = await client.get(key)
-    if (mappedAccountId === accountId) {
-      await client.del(key)
-    }
+  // 清理会话映射（使用反向索引）
+  const sessionHashes = await client.smembers(`openai_account_sessions:${accountId}`)
+  if (sessionHashes.length > 0) {
+    const pipeline = client.pipeline()
+    sessionHashes.forEach((hash) => pipeline.del(`${ACCOUNT_SESSION_MAPPING_PREFIX}${hash}`))
+    pipeline.del(`openai_account_sessions:${accountId}`)
+    await pipeline.exec()
   }
 
   logger.info(`Deleted OpenAI account: ${accountId}`)
@@ -746,12 +666,18 @@ async function deleteAccount(accountId) {
 
 // 获取所有账户
 async function getAllAccounts() {
-  const client = redisClient.getClientSafe()
-  const keys = await client.keys(`${OPENAI_ACCOUNT_KEY_PREFIX}*`)
+  const _client = redisClient.getClientSafe()
+  const accountIds = await redisClient.getAllIdsByIndex(
+    'openai:account:index',
+    `${OPENAI_ACCOUNT_KEY_PREFIX}*`,
+    /^openai:account:(.+)$/
+  )
+  const keys = accountIds.map((id) => `${OPENAI_ACCOUNT_KEY_PREFIX}${id}`)
   const accounts = []
+  const dataList = await redisClient.batchHgetallChunked(keys)
 
-  for (const key of keys) {
-    const accountData = await client.hgetall(key)
+  for (let i = 0; i < keys.length; i++) {
+    const accountData = dataList[i]
     if (accountData && Object.keys(accountData).length > 0) {
       const codexUsage = buildCodexUsageSnapshot(accountData)
 
@@ -926,6 +852,9 @@ async function selectAvailableAccount(apiKeyId, sessionHash = null) {
           3600, // 1小时过期
           account.id
         )
+        // 反向索引：accountId -> sessionHash（用于删除账户时快速清理）
+        await client.sadd(`openai_account_sessions:${account.id}`, sessionHash)
+        await client.expire(`openai_account_sessions:${account.id}`, 3600)
       }
 
       return account
@@ -976,6 +905,8 @@ async function selectAvailableAccount(apiKeyId, sessionHash = null) {
       3600, // 1小时过期
       selectedAccount.id
     )
+    await client.sadd(`openai_account_sessions:${selectedAccount.id}`, sessionHash)
+    await client.expire(`openai_account_sessions:${selectedAccount.id}`, 3600)
   }
 
   return selectedAccount
@@ -1278,6 +1209,5 @@ module.exports = {
   updateCodexUsageSnapshot,
   encrypt,
   decrypt,
-  generateEncryptionKey,
-  decryptCache // 暴露缓存对象以便测试和监控
+  encryptor // 暴露加密器以便测试和监控
 }

src/services/openaiResponsesAccountService.js

@@ -99,7 +99,7 @@ class OpenAIResponsesAccountService {
     // 保存到 Redis
     await this._saveAccount(accountId, accountData)
 
-    logger.success(`🚀 Created OpenAI-Responses account: ${name} (${accountId})`)
+    logger.success(`Created OpenAI-Responses account: ${name} (${accountId})`)
 
     return {
       ...accountData,
@@ -180,6 +180,9 @@ class OpenAIResponsesAccountService {
     // 从共享账户列表中移除
     await client.srem(this.SHARED_ACCOUNTS_KEY, accountId)
 
+    // 从索引中移除
+    await redis.removeFromIndex('openai_responses_account:index', accountId)
+
     // 删除账户数据
     await client.del(key)
 
@@ -191,71 +194,48 @@ class OpenAIResponsesAccountService {
   // 获取所有账户
   async getAllAccounts(includeInactive = false) {
     const client = redis.getClientSafe()
-    const accountIds = await client.smembers(this.SHARED_ACCOUNTS_KEY)
+
+    // 使用索引获取所有账户ID
+    const accountIds = await redis.getAllIdsByIndex(
+      'openai_responses_account:index',
+      `${this.ACCOUNT_KEY_PREFIX}*`,
+      /^openai_responses_account:(.+)$/
+    )
+    if (accountIds.length === 0) {
+      return []
+    }
+
+    const keys = accountIds.map((id) => `${this.ACCOUNT_KEY_PREFIX}${id}`)
+    // Pipeline 批量查询所有账户数据
+    const pipeline = client.pipeline()
+    keys.forEach((key) => pipeline.hgetall(key))
+    const results = await pipeline.exec()
+
     const accounts = []
+    results.forEach(([err, accountData]) => {
+      if (err || !accountData || !accountData.id) {
+        return
+      }
 
-    for (const accountId of accountIds) {
-      const account = await this.getAccount(accountId)
-      if (account) {
       // 过滤非活跃账户
-        if (includeInactive || account.isActive === 'true') {
-          // 隐藏敏感信息
-          account.apiKey = '***'
-
-          // 获取限流状态信息（与普通OpenAI账号保持一致的格式）
-          const rateLimitInfo = this._getRateLimitInfo(account)
-
-          // 格式化 rateLimitStatus 为对象（与普通 OpenAI 账号一致）
-          account.rateLimitStatus = rateLimitInfo.isRateLimited
-            ? {
-                isRateLimited: true,
-                rateLimitedAt: account.rateLimitedAt || null,
-                minutesRemaining: rateLimitInfo.remainingMinutes || 0
-              }
-            : {
-                isRateLimited: false,
-                rateLimitedAt: null,
-                minutesRemaining: 0
+      if (!includeInactive && accountData.isActive !== 'true') {
+        return
       }
 
-          // 转换 schedulable 字段为布尔值（前端需要布尔值来判断）
-          account.schedulable = account.schedulable !== 'false'
-          // 转换 isActive 字段为布尔值
-          account.isActive = account.isActive === 'true'
-
-          // ✅ 前端显示订阅过期时间（业务字段）
-          account.expiresAt = account.subscriptionExpiresAt || null
-          account.platform = account.platform || 'openai-responses'
-
-          accounts.push(account)
-        }
-      }
-    }
-
-    // 直接从 Redis 获取所有账户（包括非共享账户）
-    const keys = await client.keys(`${this.ACCOUNT_KEY_PREFIX}*`)
-    for (const key of keys) {
-      const accountId = key.replace(this.ACCOUNT_KEY_PREFIX, '')
-      if (!accountIds.includes(accountId)) {
-        const accountData = await client.hgetall(key)
-        if (accountData && accountData.id) {
-          // 过滤非活跃账户
-          if (includeInactive || accountData.isActive === 'true') {
       // 隐藏敏感信息
       accountData.apiKey = '***'
+
       // 解析 JSON 字段
       if (accountData.proxy) {
         try {
           accountData.proxy = JSON.parse(accountData.proxy)
-              } catch (e) {
+        } catch {
           accountData.proxy = null
         }
       }
 
-            // 获取限流状态信息（与普通OpenAI账号保持一致的格式）
+      // 获取限流状态信息
       const rateLimitInfo = this._getRateLimitInfo(accountData)
-
-            // 格式化 rateLimitStatus 为对象（与普通 OpenAI 账号一致）
       accountData.rateLimitStatus = rateLimitInfo.isRateLimited
         ? {
             isRateLimited: true,
@@ -268,20 +248,14 @@ class OpenAIResponsesAccountService {
             minutesRemaining: 0
           }
 
-            // 转换 schedulable 字段为布尔值（前端需要布尔值来判断）
+      // 转换字段类型
       accountData.schedulable = accountData.schedulable !== 'false'
-            // 转换 isActive 字段为布尔值
       accountData.isActive = accountData.isActive === 'true'
-
-            // ✅ 前端显示订阅过期时间（业务字段）
       accountData.expiresAt = accountData.subscriptionExpiresAt || null
       accountData.platform = accountData.platform || 'openai-responses'
 
       accounts.push(accountData)
-          }
-        }
-      }
-    }
+    })
 
     return accounts
   }
@@ -644,6 +618,9 @@ class OpenAIResponsesAccountService {
     // 保存账户数据
     await client.hset(key, accountData)
 
+    // 添加到索引
+    await redis.addToIndex('openai_responses_account:index', accountId)
+
     // 添加到共享账户列表
     if (accountData.accountType === 'shared') {
       await client.sadd(this.SHARED_ACCOUNTS_KEY, accountId)

src/services/openaiResponsesRelayService.js

@@ -7,6 +7,11 @@ const apiKeyService = require('./apiKeyService')
 const unifiedOpenAIScheduler = require('./unifiedOpenAIScheduler')
 const config = require('../../config/config')
 const crypto = require('crypto')
+const LRUCache = require('../utils/lruCache')
+
+// lastUsedAt 更新节流（每账户 60 秒内最多更新一次，使用 LRU 防止内存泄漏）
+const lastUsedAtThrottle = new LRUCache(1000) // 最多缓存 1000 个账户
+const LAST_USED_AT_THROTTLE_MS = 60000
 
 // 抽取缓存写入 token，兼容多种字段命名
 function extractCacheCreationTokens(usageData) {
@@ -39,6 +44,21 @@ class OpenAIResponsesRelayService {
     this.defaultTimeout = config.requestTimeout || 600000
   }
 
+  // 节流更新 lastUsedAt
+  async _throttledUpdateLastUsedAt(accountId) {
+    const now = Date.now()
+    const lastUpdate = lastUsedAtThrottle.get(accountId)
+
+    if (lastUpdate && now - lastUpdate < LAST_USED_AT_THROTTLE_MS) {
+      return // 跳过更新
+    }
+
+    lastUsedAtThrottle.set(accountId, now, LAST_USED_AT_THROTTLE_MS)
+    await openaiResponsesAccountService.updateAccount(accountId, {
+      lastUsedAt: new Date().toISOString()
+    })
+  }
+
   // 处理请求转发
   async handleRequest(req, res, account, apiKeyData) {
     let abortController = null
@@ -259,10 +279,8 @@ class OpenAIResponsesRelayService {
         return res.status(response.status).json(errorData)
       }
 
-      // 更新最后使用时间
-      await openaiResponsesAccountService.updateAccount(account.id, {
-        lastUsedAt: new Date().toISOString()
-      })
+      // 更新最后使用时间（节流）
+      await this._throttledUpdateLastUsedAt(account.id)
 
       // 处理流式响应
       if (req.body?.stream && response.data && typeof response.data.pipe === 'function') {
@@ -539,7 +557,8 @@ class OpenAIResponsesRelayService {
             cacheCreateTokens,
             cacheReadTokens,
             modelToRecord,
-            account.id
+            account.id,
+            'openai-responses'
           )
 
           logger.info(
@@ -667,7 +686,8 @@ class OpenAIResponsesRelayService {
           cacheCreateTokens,
           cacheReadTokens,
           actualModel,
-          account.id
+          account.id,
+          'openai-responses'
         )
 
         logger.info(

src/services/pricingService.js

@@ -105,7 +105,7 @@ class PricingService {
       // 设置文件监听器
       this.setupFileWatcher()
 
-      logger.success('💰 Pricing service initialized successfully')
+      logger.success('Pricing service initialized successfully')
     } catch (error) {
       logger.error('❌ Failed to initialize pricing service:', error)
     }
@@ -298,7 +298,7 @@ class PricingService {
             this.pricingData = jsonData
             this.lastUpdated = new Date()
 
-            logger.success(`💰 Downloaded pricing data for ${Object.keys(jsonData).length} models`)
+            logger.success(`Downloaded pricing data for ${Object.keys(jsonData).length} models`)
 
             // 设置或重新设置文件监听器
             this.setupFileWatcher()
@@ -762,7 +762,7 @@ class PricingService {
       this.lastUpdated = new Date()
 
       const modelCount = Object.keys(jsonData).length
-      logger.success(`💰 Reloaded pricing data for ${modelCount} models from file`)
+      logger.success(`Reloaded pricing data for ${modelCount} models from file`)
 
       // 显示一些统计信息
       const claudeModels = Object.keys(jsonData).filter((k) => k.includes('claude')).length

src/services/quotaCardService.js

@@ -0,0 +1,698 @@
+/**
+ * 额度卡/时间卡服务
+ * 管理员生成卡，用户核销，管理员可撤销
+ */
+const redis = require('../models/redis')
+const logger = require('../utils/logger')
+const { v4: uuidv4 } = require('uuid')
+const crypto = require('crypto')
+
+class QuotaCardService {
+  constructor() {
+    this.CARD_PREFIX = 'quota_card:'
+    this.REDEMPTION_PREFIX = 'redemption:'
+    this.CARD_CODE_PREFIX = 'CC' // 卡号前缀
+    this.LIMITS_CONFIG_KEY = 'system:quota_card_limits'
+  }
+
+  /**
+   * 获取额度卡上限配置
+   */
+  async getLimitsConfig() {
+    try {
+      const configStr = await redis.client.get(this.LIMITS_CONFIG_KEY)
+      if (configStr) {
+        return JSON.parse(configStr)
+      }
+      // 没有 Redis 配置时，使用 config.js 默认值
+      const config = require('../../config/config')
+      return (
+        config.quotaCardLimits || {
+          enabled: true,
+          maxExpiryDays: 90,
+          maxTotalCostLimit: 1000
+        }
+      )
+    } catch (error) {
+      logger.error('❌ Failed to get limits config:', error)
+      return { enabled: true, maxExpiryDays: 90, maxTotalCostLimit: 1000 }
+    }
+  }
+
+  /**
+   * 保存额度卡上限配置
+   */
+  async saveLimitsConfig(config) {
+    try {
+      const parsedDays = parseInt(config.maxExpiryDays)
+      const parsedCost = parseFloat(config.maxTotalCostLimit)
+      const newConfig = {
+        enabled: config.enabled !== false,
+        maxExpiryDays: Number.isNaN(parsedDays) ? 90 : parsedDays,
+        maxTotalCostLimit: Number.isNaN(parsedCost) ? 1000 : parsedCost,
+        updatedAt: new Date().toISOString()
+      }
+      await redis.client.set(this.LIMITS_CONFIG_KEY, JSON.stringify(newConfig))
+      logger.info('✅ Quota card limits config saved')
+      return newConfig
+    } catch (error) {
+      logger.error('❌ Failed to save limits config:', error)
+      throw error
+    }
+  }
+
+  /**
+   * 生成卡号（16位，格式：CC_XXXX_XXXX_XXXX）
+   */
+  _generateCardCode() {
+    const chars = 'ABCDEFGHJKLMNPQRSTUVWXYZ23456789' // 排除容易混淆的字符
+    let code = ''
+    for (let i = 0; i < 12; i++) {
+      code += chars.charAt(crypto.randomInt(chars.length))
+    }
+    return `${this.CARD_CODE_PREFIX}_${code.slice(0, 4)}_${code.slice(4, 8)}_${code.slice(8, 12)}`
+  }
+
+  /**
+   * 创建额度卡/时间卡
+   * @param {Object} options - 卡配置
+   * @param {string} options.type - 卡类型：'quota' | 'time' | 'combo'
+   * @param {number} options.quotaAmount - CC 额度数量（quota/combo 类型必填）
+   * @param {number} options.timeAmount - 时间数量（time/combo 类型必填）
+   * @param {string} options.timeUnit - 时间单位：'hours' | 'days' | 'months'
+   * @param {string} options.expiresAt - 卡本身的有效期（可选）
+   * @param {string} options.note - 备注
+   * @param {string} options.createdBy - 创建者 ID
+   * @returns {Object} 创建的卡信息
+   */
+  async createCard(options = {}) {
+    try {
+      const {
+        type = 'quota',
+        quotaAmount = 0,
+        timeAmount = 0,
+        timeUnit = 'days',
+        expiresAt = null,
+        note = '',
+        createdBy = 'admin'
+      } = options
+
+      // 验证
+      if (!['quota', 'time', 'combo'].includes(type)) {
+        throw new Error('Invalid card type')
+      }
+
+      if ((type === 'quota' || type === 'combo') && (!quotaAmount || quotaAmount <= 0)) {
+        throw new Error('quotaAmount is required for quota/combo cards')
+      }
+
+      if ((type === 'time' || type === 'combo') && (!timeAmount || timeAmount <= 0)) {
+        throw new Error('timeAmount is required for time/combo cards')
+      }
+
+      const cardId = uuidv4()
+      const cardCode = this._generateCardCode()
+
+      const cardData = {
+        id: cardId,
+        code: cardCode,
+        type,
+        quotaAmount: String(quotaAmount || 0),
+        timeAmount: String(timeAmount || 0),
+        timeUnit: timeUnit || 'days',
+        status: 'unused', // unused | redeemed | revoked | expired
+        createdBy,
+        createdAt: new Date().toISOString(),
+        expiresAt: expiresAt || '',
+        note: note || '',
+        // 核销信息
+        redeemedBy: '',
+        redeemedByUsername: '',
+        redeemedApiKeyId: '',
+        redeemedApiKeyName: '',
+        redeemedAt: '',
+        // 撤销信息
+        revokedAt: '',
+        revokedBy: '',
+        revokeReason: ''
+      }
+
+      // 保存卡数据
+      await redis.client.hset(`${this.CARD_PREFIX}${cardId}`, cardData)
+
+      // 建立卡号到 ID 的映射（用于快速查找）
+      await redis.client.set(`quota_card_code:${cardCode}`, cardId)
+
+      // 添加到卡列表索引
+      await redis.client.sadd('quota_cards:all', cardId)
+      await redis.client.sadd(`quota_cards:status:${cardData.status}`, cardId)
+
+      logger.success(`🎫 Created ${type} card: ${cardCode} (${cardId})`)
+
+      return {
+        id: cardId,
+        code: cardCode,
+        type,
+        quotaAmount: parseFloat(quotaAmount || 0),
+        timeAmount: parseInt(timeAmount || 0),
+        timeUnit,
+        status: 'unused',
+        createdBy,
+        createdAt: cardData.createdAt,
+        expiresAt: cardData.expiresAt,
+        note
+      }
+    } catch (error) {
+      logger.error('❌ Failed to create card:', error)
+      throw error
+    }
+  }
+
+  /**
+   * 批量创建卡
+   * @param {Object} options - 卡配置
+   * @param {number} count - 创建数量
+   * @returns {Array} 创建的卡列表
+   */
+  async createCardsBatch(options = {}, count = 1) {
+    const cards = []
+    for (let i = 0; i < count; i++) {
+      const card = await this.createCard(options)
+      cards.push(card)
+    }
+    logger.success(`🎫 Batch created ${count} cards`)
+    return cards
+  }
+
+  /**
+   * 通过卡号获取卡信息
+   */
+  async getCardByCode(code) {
+    try {
+      const cardId = await redis.client.get(`quota_card_code:${code}`)
+      if (!cardId) {
+        return null
+      }
+      return await this.getCardById(cardId)
+    } catch (error) {
+      logger.error('❌ Failed to get card by code:', error)
+      return null
+    }
+  }
+
+  /**
+   * 通过 ID 获取卡信息
+   */
+  async getCardById(cardId) {
+    try {
+      const cardData = await redis.client.hgetall(`${this.CARD_PREFIX}${cardId}`)
+      if (!cardData || Object.keys(cardData).length === 0) {
+        return null
+      }
+
+      return {
+        id: cardData.id,
+        code: cardData.code,
+        type: cardData.type,
+        quotaAmount: parseFloat(cardData.quotaAmount || 0),
+        timeAmount: parseInt(cardData.timeAmount || 0),
+        timeUnit: cardData.timeUnit,
+        status: cardData.status,
+        createdBy: cardData.createdBy,
+        createdAt: cardData.createdAt,
+        expiresAt: cardData.expiresAt,
+        note: cardData.note,
+        redeemedBy: cardData.redeemedBy,
+        redeemedByUsername: cardData.redeemedByUsername,
+        redeemedApiKeyId: cardData.redeemedApiKeyId,
+        redeemedApiKeyName: cardData.redeemedApiKeyName,
+        redeemedAt: cardData.redeemedAt,
+        revokedAt: cardData.revokedAt,
+        revokedBy: cardData.revokedBy,
+        revokeReason: cardData.revokeReason
+      }
+    } catch (error) {
+      logger.error('❌ Failed to get card:', error)
+      return null
+    }
+  }
+
+  /**
+   * 获取所有卡列表
+   * @param {Object} options - 查询选项
+   * @param {string} options.status - 按状态筛选
+   * @param {number} options.limit - 限制数量
+   * @param {number} options.offset - 偏移量
+   */
+  async getAllCards(options = {}) {
+    try {
+      const { status, limit = 100, offset = 0 } = options
+
+      let cardIds
+      if (status) {
+        cardIds = await redis.client.smembers(`quota_cards:status:${status}`)
+      } else {
+        cardIds = await redis.client.smembers('quota_cards:all')
+      }
+
+      // 排序（按创建时间倒序）
+      const cards = []
+      for (const cardId of cardIds) {
+        const card = await this.getCardById(cardId)
+        if (card) {
+          cards.push(card)
+        }
+      }
+
+      cards.sort((a, b) => new Date(b.createdAt) - new Date(a.createdAt))
+
+      // 分页
+      const total = cards.length
+      const paginatedCards = cards.slice(offset, offset + limit)
+
+      return {
+        cards: paginatedCards,
+        total,
+        limit,
+        offset
+      }
+    } catch (error) {
+      logger.error('❌ Failed to get all cards:', error)
+      return { cards: [], total: 0, limit: 100, offset: 0 }
+    }
+  }
+
+  /**
+   * 核销卡
+   * @param {string} code - 卡号
+   * @param {string} apiKeyId - 目标 API Key ID
+   * @param {string} userId - 核销用户 ID
+   * @param {string} username - 核销用户名
+   * @returns {Object} 核销结果
+   */
+  async redeemCard(code, apiKeyId, userId, username = '') {
+    try {
+      // 获取卡信息
+      const card = await this.getCardByCode(code)
+      if (!card) {
+        throw new Error('卡号不存在')
+      }
+
+      // 检查卡状态
+      if (card.status !== 'unused') {
+        const statusMap = { used: '已使用', expired: '已过期', revoked: '已撤销' }
+        throw new Error(`卡片${statusMap[card.status] || card.status}，无法兑换`)
+      }
+
+      // 检查卡是否过期
+      if (card.expiresAt && new Date(card.expiresAt) < new Date()) {
+        // 更新卡状态为过期
+        await this._updateCardStatus(card.id, 'expired')
+        throw new Error('卡片已过期')
+      }
+
+      // 获取 API Key 信息
+      const apiKeyService = require('./apiKeyService')
+      const keyData = await redis.getApiKey(apiKeyId)
+      if (!keyData || Object.keys(keyData).length === 0) {
+        throw new Error('API Key 不存在')
+      }
+
+      // 获取上限配置
+      const limits = await this.getLimitsConfig()
+
+      // 执行核销
+      const redemptionId = uuidv4()
+      const now = new Date().toISOString()
+
+      // 记录核销前状态
+      const beforeLimit = parseFloat(keyData.totalCostLimit || 0)
+      const beforeExpiry = keyData.expiresAt || ''
+
+      // 应用卡效果
+      let afterLimit = beforeLimit
+      let afterExpiry = beforeExpiry
+      let quotaAdded = 0
+      let timeAdded = 0
+      let actualTimeUnit = card.timeUnit // 实际使用的时间单位（截断时会改为 days）
+      const warnings = [] // 截断警告信息
+
+      if (card.type === 'quota' || card.type === 'combo') {
+        let amountToAdd = card.quotaAmount
+
+        // 上限保护：检查是否超过最大额度限制
+        if (limits.enabled && limits.maxTotalCostLimit > 0) {
+          const maxAllowed = limits.maxTotalCostLimit - beforeLimit
+          if (amountToAdd > maxAllowed) {
+            amountToAdd = Math.max(0, maxAllowed)
+            warnings.push(
+              `额度已达上限，本次仅增加 ${amountToAdd} CC（原卡面 ${card.quotaAmount} CC）`
+            )
+            logger.warn(`额度卡兑换超出上限，已截断：原 ${card.quotaAmount} -> 实际 ${amountToAdd}`)
+          }
+        }
+
+        if (amountToAdd > 0) {
+          const result = await apiKeyService.addTotalCostLimit(apiKeyId, amountToAdd)
+          afterLimit = result.newTotalCostLimit
+          quotaAdded = amountToAdd
+        }
+      }
+
+      if (card.type === 'time' || card.type === 'combo') {
+        // 计算新的过期时间
+        let baseDate = beforeExpiry ? new Date(beforeExpiry) : new Date()
+        if (baseDate < new Date()) {
+          baseDate = new Date()
+        }
+
+        let newExpiry = new Date(baseDate)
+        switch (card.timeUnit) {
+          case 'hours':
+            newExpiry.setTime(newExpiry.getTime() + card.timeAmount * 60 * 60 * 1000)
+            break
+          case 'days':
+            newExpiry.setDate(newExpiry.getDate() + card.timeAmount)
+            break
+          case 'months':
+            newExpiry.setMonth(newExpiry.getMonth() + card.timeAmount)
+            break
+        }
+
+        // 上限保护：检查是否超过最大有效期
+        if (limits.enabled && limits.maxExpiryDays > 0) {
+          const maxExpiry = new Date()
+          maxExpiry.setDate(maxExpiry.getDate() + limits.maxExpiryDays)
+          if (newExpiry > maxExpiry) {
+            newExpiry = maxExpiry
+            warnings.push(`有效期已达上限（${limits.maxExpiryDays}天），时间已截断`)
+            logger.warn(`时间卡兑换超出上限，已截断至 ${maxExpiry.toISOString()}`)
+          }
+        }
+
+        const result = await apiKeyService.extendExpiry(apiKeyId, card.timeAmount, card.timeUnit)
+        // 如果有上限保护，使用截断后的时间
+        if (limits.enabled && limits.maxExpiryDays > 0) {
+          const maxExpiry = new Date()
+          maxExpiry.setDate(maxExpiry.getDate() + limits.maxExpiryDays)
+          if (new Date(result.newExpiresAt) > maxExpiry) {
+            await redis.client.hset(`apikey:${apiKeyId}`, 'expiresAt', maxExpiry.toISOString())
+            afterExpiry = maxExpiry.toISOString()
+            // 计算实际增加的天数，截断时统一用天
+            const actualDays = Math.max(
+              0,
+              Math.ceil((maxExpiry - baseDate) / (1000 * 60 * 60 * 24))
+            )
+            timeAdded = actualDays
+            actualTimeUnit = 'days'
+          } else {
+            afterExpiry = result.newExpiresAt
+            timeAdded = card.timeAmount
+          }
+        } else {
+          afterExpiry = result.newExpiresAt
+          timeAdded = card.timeAmount
+        }
+      }
+
+      // 更新卡状态
+      await redis.client.hset(`${this.CARD_PREFIX}${card.id}`, {
+        status: 'redeemed',
+        redeemedBy: userId,
+        redeemedByUsername: username,
+        redeemedApiKeyId: apiKeyId,
+        redeemedApiKeyName: keyData.name || '',
+        redeemedAt: now
+      })
+
+      // 更新状态索引
+      await redis.client.srem(`quota_cards:status:unused`, card.id)
+      await redis.client.sadd(`quota_cards:status:redeemed`, card.id)
+
+      // 创建核销记录
+      const redemptionData = {
+        id: redemptionId,
+        cardId: card.id,
+        cardCode: card.code,
+        cardType: card.type,
+        userId,
+        username,
+        apiKeyId,
+        apiKeyName: keyData.name || '',
+        quotaAdded: String(quotaAdded),
+        timeAdded: String(timeAdded),
+        timeUnit: actualTimeUnit,
+        beforeLimit: String(beforeLimit),
+        afterLimit: String(afterLimit),
+        beforeExpiry,
+        afterExpiry,
+        timestamp: now,
+        status: 'active' // active | revoked
+      }
+
+      await redis.client.hset(`${this.REDEMPTION_PREFIX}${redemptionId}`, redemptionData)
+
+      // 添加到核销记录索引
+      await redis.client.sadd('redemptions:all', redemptionId)
+      await redis.client.sadd(`redemptions:user:${userId}`, redemptionId)
+      await redis.client.sadd(`redemptions:apikey:${apiKeyId}`, redemptionId)
+
+      logger.success(`✅ Card ${card.code} redeemed by ${username || userId} to key ${apiKeyId}`)
+
+      return {
+        success: true,
+        warnings,
+        redemptionId,
+        cardCode: card.code,
+        cardType: card.type,
+        quotaAdded,
+        timeAdded,
+        timeUnit: actualTimeUnit,
+        beforeLimit,
+        afterLimit,
+        beforeExpiry,
+        afterExpiry
+      }
+    } catch (error) {
+      logger.error('❌ Failed to redeem card:', error)
+      throw error
+    }
+  }
+
+  /**
+   * 撤销核销
+   * @param {string} redemptionId - 核销记录 ID
+   * @param {string} revokedBy - 撤销者 ID
+   * @param {string} reason - 撤销原因
+   * @returns {Object} 撤销结果
+   */
+  async revokeRedemption(redemptionId, revokedBy, reason = '') {
+    try {
+      // 获取核销记录
+      const redemptionData = await redis.client.hgetall(`${this.REDEMPTION_PREFIX}${redemptionId}`)
+      if (!redemptionData || Object.keys(redemptionData).length === 0) {
+        throw new Error('Redemption record not found')
+      }
+
+      if (redemptionData.status !== 'active') {
+        throw new Error('Redemption is already revoked')
+      }
+
+      const apiKeyService = require('./apiKeyService')
+      const now = new Date().toISOString()
+
+      // 撤销效果
+      let actualDeducted = 0
+      if (parseFloat(redemptionData.quotaAdded) > 0) {
+        const result = await apiKeyService.deductTotalCostLimit(
+          redemptionData.apiKeyId,
+          parseFloat(redemptionData.quotaAdded)
+        )
+        ;({ actualDeducted } = result)
+      }
+
+      // 注意：时间卡撤销比较复杂，这里简化处理，不回退时间
+      // 如果需要回退时间，可以在这里添加逻辑
+
+      // 更新核销记录状态
+      await redis.client.hset(`${this.REDEMPTION_PREFIX}${redemptionId}`, {
+        status: 'revoked',
+        revokedAt: now,
+        revokedBy,
+        revokeReason: reason,
+        actualDeducted: String(actualDeducted)
+      })
+
+      // 更新卡状态
+      const { cardId } = redemptionData
+      await redis.client.hset(`${this.CARD_PREFIX}${cardId}`, {
+        status: 'revoked',
+        revokedAt: now,
+        revokedBy,
+        revokeReason: reason
+      })
+
+      // 更新状态索引
+      await redis.client.srem(`quota_cards:status:redeemed`, cardId)
+      await redis.client.sadd(`quota_cards:status:revoked`, cardId)
+
+      logger.success(`🔄 Revoked redemption ${redemptionId} by ${revokedBy}`)
+
+      return {
+        success: true,
+        redemptionId,
+        cardCode: redemptionData.cardCode,
+        actualDeducted,
+        reason
+      }
+    } catch (error) {
+      logger.error('❌ Failed to revoke redemption:', error)
+      throw error
+    }
+  }
+
+  /**
+   * 获取核销记录
+   * @param {Object} options - 查询选项
+   * @param {string} options.userId - 按用户筛选
+   * @param {string} options.apiKeyId - 按 API Key 筛选
+   * @param {number} options.limit - 限制数量
+   * @param {number} options.offset - 偏移量
+   */
+  async getRedemptions(options = {}) {
+    try {
+      const { userId, apiKeyId, limit = 100, offset = 0 } = options
+
+      let redemptionIds
+      if (userId) {
+        redemptionIds = await redis.client.smembers(`redemptions:user:${userId}`)
+      } else if (apiKeyId) {
+        redemptionIds = await redis.client.smembers(`redemptions:apikey:${apiKeyId}`)
+      } else {
+        redemptionIds = await redis.client.smembers('redemptions:all')
+      }
+
+      const redemptions = []
+      for (const id of redemptionIds) {
+        const data = await redis.client.hgetall(`${this.REDEMPTION_PREFIX}${id}`)
+        if (data && Object.keys(data).length > 0) {
+          redemptions.push({
+            id: data.id,
+            cardId: data.cardId,
+            cardCode: data.cardCode,
+            cardType: data.cardType,
+            userId: data.userId,
+            username: data.username,
+            apiKeyId: data.apiKeyId,
+            apiKeyName: data.apiKeyName,
+            quotaAdded: parseFloat(data.quotaAdded || 0),
+            timeAdded: parseInt(data.timeAdded || 0),
+            timeUnit: data.timeUnit,
+            beforeLimit: parseFloat(data.beforeLimit || 0),
+            afterLimit: parseFloat(data.afterLimit || 0),
+            beforeExpiry: data.beforeExpiry,
+            afterExpiry: data.afterExpiry,
+            timestamp: data.timestamp,
+            status: data.status,
+            revokedAt: data.revokedAt,
+            revokedBy: data.revokedBy,
+            revokeReason: data.revokeReason,
+            actualDeducted: parseFloat(data.actualDeducted || 0)
+          })
+        }
+      }
+
+      // 排序（按时间倒序）
+      redemptions.sort((a, b) => new Date(b.timestamp) - new Date(a.timestamp))
+
+      // 分页
+      const total = redemptions.length
+      const paginatedRedemptions = redemptions.slice(offset, offset + limit)
+
+      return {
+        redemptions: paginatedRedemptions,
+        total,
+        limit,
+        offset
+      }
+    } catch (error) {
+      logger.error('❌ Failed to get redemptions:', error)
+      return { redemptions: [], total: 0, limit: 100, offset: 0 }
+    }
+  }
+
+  /**
+   * 删除未使用的卡
+   */
+  async deleteCard(cardId) {
+    try {
+      const card = await this.getCardById(cardId)
+      if (!card) {
+        throw new Error('Card not found')
+      }
+
+      if (card.status !== 'unused') {
+        throw new Error('Only unused cards can be deleted')
+      }
+
+      // 删除卡数据
+      await redis.client.del(`${this.CARD_PREFIX}${cardId}`)
+      await redis.client.del(`quota_card_code:${card.code}`)
+
+      // 从索引中移除
+      await redis.client.srem('quota_cards:all', cardId)
+      await redis.client.srem(`quota_cards:status:unused`, cardId)
+
+      logger.success(`🗑️ Deleted card ${card.code}`)
+
+      return { success: true, cardCode: card.code }
+    } catch (error) {
+      logger.error('❌ Failed to delete card:', error)
+      throw error
+    }
+  }
+
+  /**
+   * 更新卡状态（内部方法）
+   */
+  async _updateCardStatus(cardId, newStatus) {
+    const card = await this.getCardById(cardId)
+    if (!card) {
+      return
+    }
+
+    const oldStatus = card.status
+    await redis.client.hset(`${this.CARD_PREFIX}${cardId}`, 'status', newStatus)
+
+    // 更新状态索引
+    await redis.client.srem(`quota_cards:status:${oldStatus}`, cardId)
+    await redis.client.sadd(`quota_cards:status:${newStatus}`, cardId)
+  }
+
+  /**
+   * 获取卡统计信息
+   */
+  async getCardStats() {
+    try {
+      const [unused, redeemed, revoked, expired] = await Promise.all([
+        redis.client.scard('quota_cards:status:unused'),
+        redis.client.scard('quota_cards:status:redeemed'),
+        redis.client.scard('quota_cards:status:revoked'),
+        redis.client.scard('quota_cards:status:expired')
+      ])
+
+      return {
+        total: unused + redeemed + revoked + expired,
+        unused,
+        redeemed,
+        revoked,
+        expired
+      }
+    } catch (error) {
+      logger.error('❌ Failed to get card stats:', error)
+      return { total: 0, unused: 0, redeemed: 0, revoked: 0, expired: 0 }
+    }
+  }
+}
+
+module.exports = new QuotaCardService()

src/services/serviceRatesService.js

@@ -0,0 +1,259 @@
+/**
+ * 服务倍率配置服务
+ * 管理不同服务的消费倍率，以 Claude 为基准（倍率 1.0）
+ * 用于聚合 Key 的虚拟额度计算
+ */
+const redis = require('../models/redis')
+const logger = require('../utils/logger')
+
+class ServiceRatesService {
+  constructor() {
+    this.CONFIG_KEY = 'system:service_rates'
+    this.cachedRates = null
+    this.cacheExpiry = 0
+    this.CACHE_TTL = 60 * 1000 // 1分钟缓存
+  }
+
+  /**
+   * 获取默认倍率配置
+   */
+  getDefaultRates() {
+    return {
+      baseService: 'claude',
+      rates: {
+        claude: 1.0, // 基准：1 USD = 1 CC额度
+        codex: 1.0,
+        gemini: 1.0,
+        droid: 1.0,
+        bedrock: 1.0,
+        azure: 1.0,
+        ccr: 1.0
+      },
+      updatedAt: null,
+      updatedBy: null
+    }
+  }
+
+  /**
+   * 获取倍率配置（带缓存）
+   */
+  async getRates() {
+    try {
+      // 检查缓存
+      if (this.cachedRates && Date.now() < this.cacheExpiry) {
+        return this.cachedRates
+      }
+
+      const configStr = await redis.client.get(this.CONFIG_KEY)
+      if (!configStr) {
+        const defaultRates = this.getDefaultRates()
+        this.cachedRates = defaultRates
+        this.cacheExpiry = Date.now() + this.CACHE_TTL
+        return defaultRates
+      }
+
+      const storedConfig = JSON.parse(configStr)
+      // 合并默认值，确保新增服务有默认倍率
+      const defaultRates = this.getDefaultRates()
+      storedConfig.rates = {
+        ...defaultRates.rates,
+        ...storedConfig.rates
+      }
+
+      this.cachedRates = storedConfig
+      this.cacheExpiry = Date.now() + this.CACHE_TTL
+      return storedConfig
+    } catch (error) {
+      logger.error('获取服务倍率配置失败:', error)
+      return this.getDefaultRates()
+    }
+  }
+
+  /**
+   * 保存倍率配置
+   */
+  async saveRates(config, updatedBy = 'admin') {
+    try {
+      const defaultRates = this.getDefaultRates()
+
+      // 验证配置
+      this.validateRates(config)
+
+      const newConfig = {
+        baseService: config.baseService || defaultRates.baseService,
+        rates: {
+          ...defaultRates.rates,
+          ...config.rates
+        },
+        updatedAt: new Date().toISOString(),
+        updatedBy
+      }
+
+      await redis.client.set(this.CONFIG_KEY, JSON.stringify(newConfig))
+
+      // 清除缓存
+      this.cachedRates = null
+      this.cacheExpiry = 0
+
+      logger.info(`✅ 服务倍率配置已更新 by ${updatedBy}`)
+      return newConfig
+    } catch (error) {
+      logger.error('保存服务倍率配置失败:', error)
+      throw error
+    }
+  }
+
+  /**
+   * 验证倍率配置
+   */
+  validateRates(config) {
+    if (!config || typeof config !== 'object') {
+      throw new Error('无效的配置格式')
+    }
+
+    if (config.rates) {
+      for (const [service, rate] of Object.entries(config.rates)) {
+        if (typeof rate !== 'number' || rate <= 0) {
+          throw new Error(`服务 ${service} 的倍率必须是正数`)
+        }
+      }
+    }
+  }
+
+  /**
+   * 获取单个服务的倍率
+   */
+  async getServiceRate(service) {
+    const config = await this.getRates()
+    return config.rates[service] || 1.0
+  }
+
+  /**
+   * 计算消费的 CC 额度
+   * @param {number} costUSD - 真实成本（USD）
+   * @param {string} service - 服务类型
+   * @returns {number} CC 额度消耗
+   */
+  async calculateQuotaConsumption(costUSD, service) {
+    const rate = await this.getServiceRate(service)
+    return costUSD * rate
+  }
+
+  /**
+   * 根据模型名称获取服务类型
+   */
+  getServiceFromModel(model) {
+    if (!model) {
+      return 'claude'
+    }
+
+    const modelLower = model.toLowerCase()
+
+    // Claude 系列
+    if (
+      modelLower.includes('claude') ||
+      modelLower.includes('anthropic') ||
+      modelLower.includes('opus') ||
+      modelLower.includes('sonnet') ||
+      modelLower.includes('haiku')
+    ) {
+      return 'claude'
+    }
+
+    // OpenAI / Codex 系列
+    if (
+      modelLower.includes('gpt') ||
+      modelLower.includes('o1') ||
+      modelLower.includes('o3') ||
+      modelLower.includes('o4') ||
+      modelLower.includes('codex') ||
+      modelLower.includes('davinci') ||
+      modelLower.includes('curie') ||
+      modelLower.includes('babbage') ||
+      modelLower.includes('ada')
+    ) {
+      return 'codex'
+    }
+
+    // Gemini 系列
+    if (
+      modelLower.includes('gemini') ||
+      modelLower.includes('palm') ||
+      modelLower.includes('bard')
+    ) {
+      return 'gemini'
+    }
+
+    // Droid 系列
+    if (modelLower.includes('droid') || modelLower.includes('factory')) {
+      return 'droid'
+    }
+
+    // Bedrock 系列（通常带有 aws 或特定前缀）
+    if (
+      modelLower.includes('bedrock') ||
+      modelLower.includes('amazon') ||
+      modelLower.includes('titan')
+    ) {
+      return 'bedrock'
+    }
+
+    // Azure 系列
+    if (modelLower.includes('azure')) {
+      return 'azure'
+    }
+
+    // 默认返回 claude
+    return 'claude'
+  }
+
+  /**
+   * 根据账户类型获取服务类型（优先级高于模型推断）
+   */
+  getServiceFromAccountType(accountType) {
+    if (!accountType) {
+      return null
+    }
+
+    const mapping = {
+      claude: 'claude',
+      'claude-official': 'claude',
+      'claude-console': 'claude',
+      ccr: 'ccr',
+      bedrock: 'bedrock',
+      gemini: 'gemini',
+      'openai-responses': 'codex',
+      openai: 'codex',
+      azure: 'azure',
+      'azure-openai': 'azure',
+      droid: 'droid'
+    }
+
+    return mapping[accountType] || null
+  }
+
+  /**
+   * 获取服务类型（优先 accountType，后备 model）
+   */
+  getService(accountType, model) {
+    return this.getServiceFromAccountType(accountType) || this.getServiceFromModel(model)
+  }
+
+  /**
+   * 获取所有支持的服务列表
+   */
+  async getAvailableServices() {
+    const config = await this.getRates()
+    return Object.keys(config.rates)
+  }
+
+  /**
+   * 清除缓存（用于测试或强制刷新）
+   */
+  clearCache() {
+    this.cachedRates = null
+    this.cacheExpiry = 0
+  }
+}
+
+module.exports = new ServiceRatesService()

src/services/unifiedClaudeScheduler.js

@@ -6,6 +6,7 @@ const accountGroupService = require('./accountGroupService')
 const redis = require('../models/redis')
 const logger = require('../utils/logger')
 const { parseVendorPrefixedModel, isOpus45OrNewer } = require('../utils/modelHelper')
+const { isSchedulable, sortAccountsByPriority } = require('../utils/commonHelper')
 
 /**
  * Check if account is Pro (not Max)
@@ -38,16 +39,6 @@ class UnifiedClaudeScheduler {
     this.SESSION_MAPPING_PREFIX = 'unified_claude_session_mapping:'
   }
 
-  // 🔧 辅助方法：检查账户是否可调度（兼容字符串和布尔值）
-  _isSchedulable(schedulable) {
-    // 如果是 undefined 或 null，默认为可调度
-    if (schedulable === undefined || schedulable === null) {
-      return true
-    }
-    // 明确设置为 false（布尔值）或 'false'（字符串）时不可调度
-    return schedulable !== false && schedulable !== 'false'
-  }
-
   // 🔍 检查账户是否支持请求的模型
   _isModelSupportedByAccount(account, accountType, requestedModel, context = '') {
     if (!requestedModel) {
@@ -286,7 +277,7 @@ class UnifiedClaudeScheduler {
               throw error
             }
 
-            if (!this._isSchedulable(boundAccount.schedulable)) {
+            if (!isSchedulable(boundAccount.schedulable)) {
               logger.warn(
                 `⚠️ Bound Claude OAuth account ${apiKeyData.claudeAccountId} is not schedulable (schedulable: ${boundAccount?.schedulable}), falling back to pool`
               )
@@ -319,7 +310,7 @@ class UnifiedClaudeScheduler {
           boundConsoleAccount &&
           boundConsoleAccount.isActive === true &&
           boundConsoleAccount.status === 'active' &&
-          this._isSchedulable(boundConsoleAccount.schedulable)
+          isSchedulable(boundConsoleAccount.schedulable)
         ) {
           // 检查是否临时不可用
           const isTempUnavailable = await this.isAccountTemporarilyUnavailable(
@@ -354,7 +345,7 @@ class UnifiedClaudeScheduler {
         if (
           boundBedrockAccountResult.success &&
           boundBedrockAccountResult.data.isActive === true &&
-          this._isSchedulable(boundBedrockAccountResult.data.schedulable)
+          isSchedulable(boundBedrockAccountResult.data.schedulable)
         ) {
           // 检查是否临时不可用
           const isTempUnavailable = await this.isAccountTemporarilyUnavailable(
@@ -436,7 +427,7 @@ class UnifiedClaudeScheduler {
       }
 
       // 按优先级和最后使用时间排序
-      const sortedAccounts = this._sortAccountsByPriority(availableAccounts)
+      const sortedAccounts = sortAccountsByPriority(availableAccounts)
 
       // 选择第一个账户
       const selectedAccount = sortedAccounts[0]
@@ -496,7 +487,7 @@ class UnifiedClaudeScheduler {
           throw error
         }
 
-        if (!this._isSchedulable(boundAccount.schedulable)) {
+        if (!isSchedulable(boundAccount.schedulable)) {
           logger.warn(
             `⚠️ Bound Claude OAuth account ${apiKeyData.claudeAccountId} is not schedulable (schedulable: ${boundAccount?.schedulable})`
           )
@@ -530,7 +521,7 @@ class UnifiedClaudeScheduler {
         boundConsoleAccount &&
         boundConsoleAccount.isActive === true &&
         boundConsoleAccount.status === 'active' &&
-        this._isSchedulable(boundConsoleAccount.schedulable)
+        isSchedulable(boundConsoleAccount.schedulable)
       ) {
         // 主动触发一次额度检查
         try {
@@ -579,7 +570,7 @@ class UnifiedClaudeScheduler {
       if (
         boundBedrockAccountResult.success &&
         boundBedrockAccountResult.data.isActive === true &&
-        this._isSchedulable(boundBedrockAccountResult.data.schedulable)
+        isSchedulable(boundBedrockAccountResult.data.schedulable)
       ) {
         logger.info(
           `🎯 Using bound dedicated Bedrock account: ${boundBedrockAccountResult.data.name} (${apiKeyData.bedrockAccountId})`
@@ -609,7 +600,7 @@ class UnifiedClaudeScheduler {
         account.status !== 'blocked' &&
         account.status !== 'temp_error' &&
         (account.accountType === 'shared' || !account.accountType) && // 兼容旧数据
-        this._isSchedulable(account.schedulable)
+        isSchedulable(account.schedulable)
       ) {
         // 检查是否可调度
 
@@ -691,7 +682,7 @@ class UnifiedClaudeScheduler {
         currentAccount.isActive === true &&
         currentAccount.status === 'active' &&
         currentAccount.accountType === 'shared' &&
-        this._isSchedulable(currentAccount.schedulable)
+        isSchedulable(currentAccount.schedulable)
       ) {
         // 检查是否可调度
 
@@ -826,7 +817,7 @@ class UnifiedClaudeScheduler {
         if (
           account.isActive === true &&
           account.accountType === 'shared' &&
-          this._isSchedulable(account.schedulable)
+          isSchedulable(account.schedulable)
         ) {
           // 检查是否临时不可用
           const isTempUnavailable = await this.isAccountTemporarilyUnavailable(
@@ -870,7 +861,7 @@ class UnifiedClaudeScheduler {
           account.isActive === true &&
           account.status === 'active' &&
           account.accountType === 'shared' &&
-          this._isSchedulable(account.schedulable)
+          isSchedulable(account.schedulable)
         ) {
           // 检查模型支持
           if (!this._isModelSupportedByAccount(account, 'ccr', requestedModel)) {
@@ -949,21 +940,6 @@ class UnifiedClaudeScheduler {
     return availableAccounts
   }
 
-  // 🔢 按优先级和最后使用时间排序账户
-  _sortAccountsByPriority(accounts) {
-    return accounts.sort((a, b) => {
-      // 首先按优先级排序（数字越小优先级越高）
-      if (a.priority !== b.priority) {
-        return a.priority - b.priority
-      }
-
-      // 优先级相同时，按最后使用时间排序（最久未使用的优先）
-      const aLastUsed = new Date(a.lastUsedAt || 0).getTime()
-      const bLastUsed = new Date(b.lastUsedAt || 0).getTime()
-      return aLastUsed - bLastUsed
-    })
-  }
-
   // 🔍 检查账户是否可用
   async _isAccountAvailable(accountId, accountType, requestedModel = null) {
     try {
@@ -978,7 +954,7 @@ class UnifiedClaudeScheduler {
           return false
         }
         // 检查是否可调度
-        if (!this._isSchedulable(account.schedulable)) {
+        if (!isSchedulable(account.schedulable)) {
           logger.info(`🚫 Account ${accountId} is not schedulable`)
           return false
         }
@@ -1029,7 +1005,7 @@ class UnifiedClaudeScheduler {
           return false
         }
         // 检查是否可调度
-        if (!this._isSchedulable(account.schedulable)) {
+        if (!isSchedulable(account.schedulable)) {
           logger.info(`🚫 Claude Console account ${accountId} is not schedulable`)
           return false
         }
@@ -1093,7 +1069,7 @@ class UnifiedClaudeScheduler {
           return false
         }
         // 检查是否可调度
-        if (!this._isSchedulable(accountResult.data.schedulable)) {
+        if (!isSchedulable(accountResult.data.schedulable)) {
           logger.info(`🚫 Bedrock account ${accountId} is not schedulable`)
           return false
         }
@@ -1113,7 +1089,7 @@ class UnifiedClaudeScheduler {
           return false
         }
         // 检查是否可调度
-        if (!this._isSchedulable(account.schedulable)) {
+        if (!isSchedulable(account.schedulable)) {
           logger.info(`🚫 CCR account ${accountId} is not schedulable`)
           return false
         }
@@ -1544,7 +1520,7 @@ class UnifiedClaudeScheduler {
               ? account.status === 'active'
               : account.status === 'active'
 
-        if (isActive && status && this._isSchedulable(account.schedulable)) {
+        if (isActive && status && isSchedulable(account.schedulable)) {
           // 检查模型支持
           if (!this._isModelSupportedByAccount(account, accountType, requestedModel, 'in group')) {
             continue
@@ -1594,7 +1570,7 @@ class UnifiedClaudeScheduler {
       }
 
       // 使用现有的优先级排序逻辑
-      const sortedAccounts = this._sortAccountsByPriority(availableAccounts)
+      const sortedAccounts = sortAccountsByPriority(availableAccounts)
 
       // 选择第一个账户
       const selectedAccount = sortedAccounts[0]
@@ -1664,7 +1640,7 @@ class UnifiedClaudeScheduler {
       }
 
       // 3. 按优先级和最后使用时间排序
-      const sortedAccounts = this._sortAccountsByPriority(availableCcrAccounts)
+      const sortedAccounts = sortAccountsByPriority(availableCcrAccounts)
       const selectedAccount = sortedAccounts[0]
 
       // 4. 建立会话映射
@@ -1710,7 +1686,7 @@ class UnifiedClaudeScheduler {
           account.isActive === true &&
           account.status === 'active' &&
           account.accountType === 'shared' &&
-          this._isSchedulable(account.schedulable)
+          isSchedulable(account.schedulable)
         ) {
           // 检查模型支持
           if (!this._isModelSupportedByAccount(account, 'ccr', requestedModel)) {

src/services/unifiedGeminiScheduler.js

@@ -3,6 +3,7 @@ const geminiApiAccountService = require('./geminiApiAccountService')
 const accountGroupService = require('./accountGroupService')
 const redis = require('../models/redis')
 const logger = require('../utils/logger')
+const { isSchedulable, isActive, sortAccountsByPriority } = require('../utils/commonHelper')
 
 const OAUTH_PROVIDER_GEMINI_CLI = 'gemini-cli'
 const OAUTH_PROVIDER_ANTIGRAVITY = 'antigravity'
@@ -44,9 +45,9 @@ class UnifiedGeminiScheduler {
   }
 
   // 🔧 辅助方法：检查账户是否激活（兼容字符串和布尔值）
-  _isActive(isActive) {
+  _isActive(activeValue) {
     // 兼容布尔值 true 和字符串 'true'
-    return isActive === true || isActive === 'true'
+    return activeValue === true || activeValue === 'true'
   }
 
   // 🎯 统一调度Gemini账号
@@ -66,11 +67,7 @@ class UnifiedGeminiScheduler {
         if (apiKeyData.geminiAccountId.startsWith('api:')) {
           const accountId = apiKeyData.geminiAccountId.replace('api:', '')
           const boundAccount = await geminiApiAccountService.getAccount(accountId)
-          if (
-            boundAccount &&
-            this._isActive(boundAccount.isActive) &&
-            boundAccount.status !== 'error'
-          ) {
+          if (boundAccount && isActive(boundAccount.isActive) && boundAccount.status !== 'error') {
             logger.info(
               `🎯 Using bound Gemini-API account: ${boundAccount.name} (${accountId}) for API key ${apiKeyData.name}`
             )
@@ -183,7 +180,7 @@ class UnifiedGeminiScheduler {
       }
 
       // 按优先级和最后使用时间排序
-      const sortedAccounts = this._sortAccountsByPriority(availableAccounts)
+      const sortedAccounts = sortAccountsByPriority(availableAccounts)
 
       // 选择第一个账户
       const selectedAccount = sortedAccounts[0]
@@ -243,11 +240,7 @@ class UnifiedGeminiScheduler {
       if (apiKeyData.geminiAccountId.startsWith('api:')) {
         const accountId = apiKeyData.geminiAccountId.replace('api:', '')
         const boundAccount = await geminiApiAccountService.getAccount(accountId)
-        if (
-          boundAccount &&
-          this._isActive(boundAccount.isActive) &&
-          boundAccount.status !== 'error'
-        ) {
+        if (boundAccount && isActive(boundAccount.isActive) && boundAccount.status !== 'error') {
           const isRateLimited = await this.isAccountRateLimited(accountId)
           if (!isRateLimited) {
             // 检查模型支持
@@ -349,10 +342,10 @@ class UnifiedGeminiScheduler {
     const geminiAccounts = await geminiAccountService.getAllAccounts()
     for (const account of geminiAccounts) {
       if (
-        this._isActive(account.isActive) &&
+        isActive(account.isActive) &&
         account.status !== 'error' &&
         (account.accountType === 'shared' || !account.accountType) && // 兼容旧数据
-        this._isSchedulable(account.schedulable)
+        isSchedulable(account.schedulable)
       ) {
         if (
           normalizedOauthProvider &&
@@ -405,10 +398,10 @@ class UnifiedGeminiScheduler {
       const geminiApiAccounts = await geminiApiAccountService.getAllAccounts()
       for (const account of geminiApiAccounts) {
         if (
-          this._isActive(account.isActive) &&
+          isActive(account.isActive) &&
           account.status !== 'error' &&
           (account.accountType === 'shared' || !account.accountType) &&
-          this._isSchedulable(account.schedulable)
+          isSchedulable(account.schedulable)
         ) {
           // 检查模型支持
           if (requestedModel && account.supportedModels && account.supportedModels.length > 0) {
@@ -445,42 +438,27 @@ class UnifiedGeminiScheduler {
     return availableAccounts
   }
 
-  // 🔢 按优先级和最后使用时间排序账户
-  _sortAccountsByPriority(accounts) {
-    return accounts.sort((a, b) => {
-      // 首先按优先级排序（数字越小优先级越高）
-      if (a.priority !== b.priority) {
-        return a.priority - b.priority
-      }
-
-      // 优先级相同时，按最后使用时间排序（最久未使用的优先）
-      const aLastUsed = new Date(a.lastUsedAt || 0).getTime()
-      const bLastUsed = new Date(b.lastUsedAt || 0).getTime()
-      return aLastUsed - bLastUsed
-    })
-  }
-
   // 🔍 检查账户是否可用
   async _isAccountAvailable(accountId, accountType) {
     try {
       if (accountType === 'gemini') {
         const account = await geminiAccountService.getAccount(accountId)
-        if (!account || !this._isActive(account.isActive) || account.status === 'error') {
+        if (!account || !isActive(account.isActive) || account.status === 'error') {
           return false
         }
         // 检查是否可调度
-        if (!this._isSchedulable(account.schedulable)) {
+        if (!isSchedulable(account.schedulable)) {
           logger.info(`🚫 Gemini account ${accountId} is not schedulable`)
           return false
         }
         return !(await this.isAccountRateLimited(accountId))
       } else if (accountType === 'gemini-api') {
         const account = await geminiApiAccountService.getAccount(accountId)
-        if (!account || !this._isActive(account.isActive) || account.status === 'error') {
+        if (!account || !isActive(account.isActive) || account.status === 'error') {
           return false
         }
         // 检查是否可调度
-        if (!this._isSchedulable(account.schedulable)) {
+        if (!isSchedulable(account.schedulable)) {
           logger.info(`🚫 Gemini-API account ${accountId} is not schedulable`)
           return false
         }
@@ -738,9 +716,9 @@ class UnifiedGeminiScheduler {
 
         // 检查账户是否可用
         if (
-          this._isActive(account.isActive) &&
+          isActive(account.isActive) &&
           account.status !== 'error' &&
-          this._isSchedulable(account.schedulable)
+          isSchedulable(account.schedulable)
         ) {
           // 对于 Gemini OAuth 账户，检查 token 是否过期
           if (accountType === 'gemini') {
@@ -787,7 +765,7 @@ class UnifiedGeminiScheduler {
       }
 
       // 使用现有的优先级排序逻辑
-      const sortedAccounts = this._sortAccountsByPriority(availableAccounts)
+      const sortedAccounts = sortAccountsByPriority(availableAccounts)
 
       // 选择第一个账户
       const selectedAccount = sortedAccounts[0]

src/services/unifiedOpenAIScheduler.js

@@ -3,42 +3,13 @@ const openaiResponsesAccountService = require('./openaiResponsesAccountService')
 const accountGroupService = require('./accountGroupService')
 const redis = require('../models/redis')
 const logger = require('../utils/logger')
+const { isSchedulable, sortAccountsByPriority } = require('../utils/commonHelper')
 
 class UnifiedOpenAIScheduler {
   constructor() {
     this.SESSION_MAPPING_PREFIX = 'unified_openai_session_mapping:'
   }
 
-  // 🔢 按优先级和最后使用时间排序账户（与 Claude/Gemini 调度保持一致）
-  _sortAccountsByPriority(accounts) {
-    return accounts.sort((a, b) => {
-      const aPriority = Number.parseInt(a.priority, 10)
-      const bPriority = Number.parseInt(b.priority, 10)
-      const normalizedAPriority = Number.isFinite(aPriority) ? aPriority : 50
-      const normalizedBPriority = Number.isFinite(bPriority) ? bPriority : 50
-
-      // 首先按优先级排序（数字越小优先级越高）
-      if (normalizedAPriority !== normalizedBPriority) {
-        return normalizedAPriority - normalizedBPriority
-      }
-
-      // 优先级相同时，按最后使用时间排序（最久未使用的优先）
-      const aLastUsed = new Date(a.lastUsedAt || 0).getTime()
-      const bLastUsed = new Date(b.lastUsedAt || 0).getTime()
-      return aLastUsed - bLastUsed
-    })
-  }
-
-  // 🔧 辅助方法：检查账户是否可调度（兼容字符串和布尔值）
-  _isSchedulable(schedulable) {
-    // 如果是 undefined 或 null，默认为可调度
-    if (schedulable === undefined || schedulable === null) {
-      return true
-    }
-    // 明确设置为 false（布尔值）或 'false'（字符串）时不可调度
-    return schedulable !== false && schedulable !== 'false'
-  }
-
   // 🔧 辅助方法：检查账户是否被限流（兼容字符串和对象格式）
   _isRateLimited(rateLimitStatus) {
     if (!rateLimitStatus) {
@@ -85,9 +56,9 @@ class UnifiedOpenAIScheduler {
     let rateLimitChecked = false
     let stillLimited = false
 
-    let isSchedulable = this._isSchedulable(account.schedulable)
+    const accountSchedulable = isSchedulable(account.schedulable)
 
-    if (!isSchedulable) {
+    if (!accountSchedulable) {
       if (!hasRateLimitFlag) {
         return { canUse: false, reason: 'not_schedulable' }
       }
@@ -104,7 +75,6 @@ class UnifiedOpenAIScheduler {
       } else {
         account.schedulable = 'true'
       }
-      isSchedulable = true
       logger.info(`✅ OpenAI账号 ${account.name || accountId} 已解除限流，恢复调度权限`)
     }
 
@@ -224,7 +194,7 @@ class UnifiedOpenAIScheduler {
               }
             }
 
-            if (!this._isSchedulable(boundAccount.schedulable)) {
+            if (!isSchedulable(boundAccount.schedulable)) {
               const errorMsg = `Dedicated account ${boundAccount.name} is not schedulable`
               logger.warn(`⚠️ ${errorMsg}`)
               const error = new Error(errorMsg)
@@ -336,7 +306,7 @@ class UnifiedOpenAIScheduler {
       }
 
       // 按优先级和最后使用时间排序（与 Claude/Gemini 调度保持一致）
-      const sortedAccounts = this._sortAccountsByPriority(availableAccounts)
+      const sortedAccounts = sortAccountsByPriority(availableAccounts)
 
       // 选择第一个账户
       const selectedAccount = sortedAccounts[0]
@@ -451,11 +421,12 @@ class UnifiedOpenAIScheduler {
       if (
         (account.isActive === true || account.isActive === 'true') &&
         account.status !== 'error' &&
-        account.status !== 'rateLimited' &&
         (account.accountType === 'shared' || !account.accountType)
       ) {
-        const hasRateLimitFlag = this._hasRateLimitFlag(account.rateLimitStatus)
-        const schedulable = this._isSchedulable(account.schedulable)
+        // 检查 rateLimitStatus 或 status === 'rateLimited'
+        const hasRateLimitFlag =
+          this._hasRateLimitFlag(account.rateLimitStatus) || account.status === 'rateLimited'
+        const schedulable = isSchedulable(account.schedulable)
 
         if (!schedulable && !hasRateLimitFlag) {
           logger.debug(`⏭️ Skipping OpenAI-Responses account ${account.name} - not schedulable`)
@@ -464,9 +435,23 @@ class UnifiedOpenAIScheduler {
 
         let isRateLimitCleared = false
         if (hasRateLimitFlag) {
+          // 区分正常限流和历史遗留数据
+          if (this._hasRateLimitFlag(account.rateLimitStatus)) {
+            // 有 rateLimitStatus，走正常清理逻辑
             isRateLimitCleared = await openaiResponsesAccountService.checkAndClearRateLimit(
               account.id
             )
+          } else {
+            // 只有 status=rateLimited 但没有 rateLimitStatus，是历史遗留数据，直接清除
+            await openaiResponsesAccountService.updateAccount(account.id, {
+              status: 'active',
+              schedulable: 'true'
+            })
+            isRateLimitCleared = true
+            logger.info(
+              `✅ OpenAI-Responses账号 ${account.name} 清除历史遗留限流状态（status=rateLimited 但无 rateLimitStatus）`
+            )
+          }
 
           if (!isRateLimitCleared) {
             logger.debug(`⏭️ Skipping OpenAI-Responses account ${account.name} - rate limited`)
@@ -544,7 +529,7 @@ class UnifiedOpenAIScheduler {
           return false
         }
         // 检查是否可调度
-        if (!this._isSchedulable(account.schedulable)) {
+        if (!isSchedulable(account.schedulable)) {
           logger.info(`🚫 OpenAI-Responses account ${accountId} is not schedulable`)
           return false
         }
@@ -905,7 +890,7 @@ class UnifiedOpenAIScheduler {
       }
 
       // 按优先级和最后使用时间排序（与 Claude/Gemini 调度保持一致）
-      const sortedAccounts = this._sortAccountsByPriority(availableAccounts)
+      const sortedAccounts = sortAccountsByPriority(availableAccounts)
 
       // 选择第一个账户
       const selectedAccount = sortedAccounts[0]

src/services/userMessageQueueService.js

@@ -10,6 +10,7 @@ const { v4: uuidv4 } = require('uuid')
 const redis = require('../models/redis')
 const config = require('../../config/config')
 const logger = require('../utils/logger')
+const { getCachedConfig, setCachedConfig } = require('../utils/performanceOptimizer')
 
 // 清理任务间隔
 const CLEANUP_INTERVAL_MS = 60000 // 1分钟
@@ -19,6 +20,9 @@ const POLL_INTERVAL_BASE_MS = 50 // 基础轮询间隔
 const POLL_INTERVAL_MAX_MS = 500 // 最大轮询间隔
 const POLL_BACKOFF_FACTOR = 1.5 // 退避因子
 
+// 配置缓存 key
+const CONFIG_CACHE_KEY = 'user_message_queue_config'
+
 class UserMessageQueueService {
   constructor() {
     this.cleanupTimer = null
@@ -64,18 +68,23 @@ class UserMessageQueueService {
   }
 
   /**
-   * 获取当前配置（支持 Web 界面配置优先）
+   * 获取当前配置（支持 Web 界面配置优先，带短 TTL 缓存）
    * @returns {Promise<Object>} 配置对象
    */
   async getConfig() {
+    // 检查缓存
+    const cached = getCachedConfig(CONFIG_CACHE_KEY)
+    if (cached) {
+      return cached
+    }
+
     // 默认配置（防止 config.userMessageQueue 未定义）
-    // 注意：优化后的默认值 - 锁持有时间从分钟级降到毫秒级，无需长等待
     const queueConfig = config.userMessageQueue || {}
     const defaults = {
       enabled: queueConfig.enabled ?? false,
       delayMs: queueConfig.delayMs ?? 200,
-      timeoutMs: queueConfig.timeoutMs ?? 5000, // 从 60000 降到 5000，因为锁持有时间短
-      lockTtlMs: queueConfig.lockTtlMs ?? 5000 // 从 120000 降到 5000，5秒足以覆盖请求发送
+      timeoutMs: queueConfig.timeoutMs ?? 60000,
+      lockTtlMs: queueConfig.lockTtlMs ?? 120000
     }
 
     // 尝试从 claudeRelayConfigService 获取 Web 界面配置
@@ -83,7 +92,7 @@ class UserMessageQueueService {
       const claudeRelayConfigService = require('./claudeRelayConfigService')
       const webConfig = await claudeRelayConfigService.getConfig()
 
-      return {
+      const result = {
         enabled:
           webConfig.userMessageQueueEnabled !== undefined
             ? webConfig.userMessageQueueEnabled
@@ -101,8 +110,13 @@ class UserMessageQueueService {
             ? webConfig.userMessageQueueLockTtlMs
             : defaults.lockTtlMs
       }
+
+      // 缓存配置 30 秒
+      setCachedConfig(CONFIG_CACHE_KEY, result, 30000)
+      return result
     } catch {
-      // 回退到环境变量配置
+      // 回退到环境变量配置，也缓存
+      setCachedConfig(CONFIG_CACHE_KEY, defaults, 30000)
       return defaults
     }
   }

src/services/userService.js

@@ -74,6 +74,7 @@ class UserService {
       // 保存用户信息
       await redis.set(`${this.userPrefix}${user.id}`, JSON.stringify(user))
       await redis.set(`${this.usernamePrefix}${username}`, user.id)
+      await redis.addToIndex('user:index', user.id)
 
       // 如果是新用户，尝试转移匹配的API Keys
       if (isNewUser) {
@@ -167,8 +168,8 @@ class UserService {
         `📊 Calculated user ${userId} usage: ${totalUsage.requests} requests, ${totalUsage.inputTokens} input tokens, $${totalUsage.totalCost.toFixed(4)} total cost from ${userApiKeys.length} API keys`
       )
 
-      // Count only non-deleted API keys for the user's active count
-      const activeApiKeyCount = userApiKeys.filter((key) => key.isDeleted !== 'true').length
+      // Count only non-deleted API keys for the user's active count（布尔值比较）
+      const activeApiKeyCount = userApiKeys.filter((key) => !key.isDeleted).length
 
       return {
         totalUsage,
@@ -191,14 +192,18 @@ class UserService {
   // 📋 获取所有用户列表（管理员功能）
   async getAllUsers(options = {}) {
     try {
-      const client = redis.getClientSafe()
       const { page = 1, limit = 20, role, isActive } = options
-      const pattern = `${this.userPrefix}*`
-      const keys = await client.keys(pattern)
+      const userIds = await redis.getAllIdsByIndex(
+        'user:index',
+        `${this.userPrefix}*`,
+        /^user:(.+)$/
+      )
+      const keys = userIds.map((id) => `${this.userPrefix}${id}`)
+      const dataList = await redis.batchGetChunked(keys)
 
       const users = []
-      for (const key of keys) {
-        const userData = await client.get(key)
+      for (let i = 0; i < keys.length; i++) {
+        const userData = dataList[i]
         if (userData) {
           const user = JSON.parse(userData)
 
@@ -398,14 +403,15 @@ class UserService {
     try {
       const client = redis.getClientSafe()
       const pattern = `${this.userSessionPrefix}*`
-      const keys = await client.keys(pattern)
+      const keys = await redis.scanKeys(pattern)
+      const dataList = await redis.batchGetChunked(keys)
 
-      for (const key of keys) {
-        const sessionData = await client.get(key)
+      for (let i = 0; i < keys.length; i++) {
+        const sessionData = dataList[i]
         if (sessionData) {
           const session = JSON.parse(sessionData)
           if (session.userId === userId) {
-            await client.del(key)
+            await client.del(keys[i])
           }
         }
       }
@@ -454,9 +460,13 @@ class UserService {
   // 📊 获取用户统计信息
   async getUserStats() {
     try {
-      const client = redis.getClientSafe()
-      const pattern = `${this.userPrefix}*`
-      const keys = await client.keys(pattern)
+      const userIds = await redis.getAllIdsByIndex(
+        'user:index',
+        `${this.userPrefix}*`,
+        /^user:(.+)$/
+      )
+      const keys = userIds.map((id) => `${this.userPrefix}${id}`)
+      const dataList = await redis.batchGetChunked(keys)
 
       const stats = {
         totalUsers: 0,
@@ -472,8 +482,8 @@ class UserService {
         }
       }
 
-      for (const key of keys) {
-        const userData = await client.get(key)
+      for (let i = 0; i < keys.length; i++) {
+        const userData = dataList[i]
         if (userData) {
           const user = JSON.parse(userData)
           stats.totalUsers++
@@ -522,7 +532,7 @@ class UserService {
       const { displayName, username, email } = user
 
       // 获取所有API Keys
-      const allApiKeys = await apiKeyService.getAllApiKeys()
+      const allApiKeys = await apiKeyService.getAllApiKeysFast()
 
       // 找到没有用户ID的API Keys（即由Admin创建的）
       const unownedApiKeys = allApiKeys.filter((key) => !key.userId || key.userId === '')

src/services/weeklyClaudeCostInitService.js

@@ -0,0 +1,283 @@
+const redis = require('../models/redis')
+const logger = require('../utils/logger')
+const pricingService = require('./pricingService')
+const serviceRatesService = require('./serviceRatesService')
+const { isClaudeFamilyModel } = require('../utils/modelHelper')
+
+function pad2(n) {
+  return String(n).padStart(2, '0')
+}
+
+// 生成配置时区下的 YYYY-MM-DD 字符串。
+// 注意：入参 date 必须是 redis.getDateInTimezone() 生成的“时区偏移后”的 Date。
+function formatTzDateYmd(tzDate) {
+  return `${tzDate.getUTCFullYear()}-${pad2(tzDate.getUTCMonth() + 1)}-${pad2(tzDate.getUTCDate())}`
+}
+
+class WeeklyClaudeCostInitService {
+  _getCurrentWeekDatesInTimezone() {
+    const tzNow = redis.getDateInTimezone(new Date())
+    const tzToday = new Date(tzNow)
+    tzToday.setUTCHours(0, 0, 0, 0)
+
+    // ISO 周：周一=1 ... 周日=7
+    const isoDay = tzToday.getUTCDay() || 7
+    const tzMonday = new Date(tzToday)
+    tzMonday.setUTCDate(tzToday.getUTCDate() - (isoDay - 1))
+
+    const dates = []
+    for (let d = new Date(tzMonday); d <= tzToday; d.setUTCDate(d.getUTCDate() + 1)) {
+      dates.push(formatTzDateYmd(d))
+    }
+    return dates
+  }
+
+  _buildWeeklyOpusKey(keyId, weekString) {
+    return `usage:opus:weekly:${keyId}:${weekString}`
+  }
+
+  /**
+   * 启动回填：把"本周（周一到今天）Claude 全模型"周费用从按日/按模型统计里反算出来，
+   * 写入 `usage:opus:weekly:*`，保证周限额在重启后不归零。
+   *
+   * 说明：
+   * - 只回填本周，不做历史回填（符合"只要本周数据"诉求）
+   * - 会加分布式锁，避免多实例重复跑
+   * - 会写 done 标记：同一周内重启默认不重复回填（需要时可手动删掉 done key）
+   */
+  async backfillCurrentWeekClaudeCosts() {
+    const client = redis.getClientSafe()
+    if (!client) {
+      logger.warn('⚠️ 本周 Claude 周费用回填跳过：Redis client 不可用')
+      return { success: false, reason: 'redis_unavailable' }
+    }
+
+    if (!pricingService || !pricingService.pricingData) {
+      logger.warn('⚠️ 本周 Claude 周费用回填跳过：pricing service 未初始化')
+      return { success: false, reason: 'pricing_uninitialized' }
+    }
+
+    const weekString = redis.getWeekStringInTimezone()
+    const doneKey = `init:weekly_opus_cost:${weekString}:done`
+
+    try {
+      const alreadyDone = await client.get(doneKey)
+      if (alreadyDone) {
+        logger.info(`ℹ️ 本周 Claude 周费用回填已完成（${weekString}），跳过`)
+        return { success: true, skipped: true }
+      }
+    } catch (e) {
+      // 尽力而为：读取失败不阻断启动回填流程。
+    }
+
+    const lockKey = `lock:init:weekly_opus_cost:${weekString}`
+    const lockValue = `${process.pid}:${Date.now()}`
+    const lockTtlMs = 15 * 60 * 1000
+
+    const lockAcquired = await redis.setAccountLock(lockKey, lockValue, lockTtlMs)
+    if (!lockAcquired) {
+      logger.info(`ℹ️ 本周 Claude 周费用回填已在运行（${weekString}），跳过`)
+      return { success: true, skipped: true, reason: 'locked' }
+    }
+
+    const startedAt = Date.now()
+    try {
+      logger.info(`💰 开始回填本周 Claude 周费用：${weekString}（仅本周）...`)
+
+      const keyIds = await redis.scanApiKeyIds()
+      const dates = this._getCurrentWeekDatesInTimezone()
+
+      // 预加载所有 API Key 数据和全局倍率（避免循环内重复查询）
+      const keyDataCache = new Map()
+      const globalRateCache = new Map()
+      const batchSize = 500
+      for (let i = 0; i < keyIds.length; i += batchSize) {
+        const batch = keyIds.slice(i, i + batchSize)
+        const pipeline = client.pipeline()
+        for (const keyId of batch) {
+          pipeline.hgetall(`apikey:${keyId}`)
+        }
+        const results = await pipeline.exec()
+        for (let j = 0; j < batch.length; j++) {
+          const [, data] = results[j] || []
+          if (data && Object.keys(data).length > 0) {
+            keyDataCache.set(batch[j], data)
+          }
+        }
+      }
+      logger.info(`💰 预加载 ${keyDataCache.size} 个 API Key 数据`)
+
+      // 推断账户类型的辅助函数（与运行时 recordOpusCost 一致，只统计 claude-official/claude-console/ccr）
+      const OPUS_ACCOUNT_TYPES = ['claude-official', 'claude-console', 'ccr']
+      const inferAccountType = (keyData) => {
+        if (keyData?.ccrAccountId) {
+          return 'ccr'
+        }
+        if (keyData?.claudeConsoleAccountId) {
+          return 'claude-console'
+        }
+        if (keyData?.claudeAccountId) {
+          return 'claude-official'
+        }
+        // bedrock/azure/gemini 等不计入周费用
+        return null
+      }
+
+      const costByKeyId = new Map()
+      let scannedKeys = 0
+      let matchedClaudeKeys = 0
+
+      const toInt = (v) => {
+        const n = parseInt(v || '0', 10)
+        return Number.isFinite(n) ? n : 0
+      }
+
+      // 扫描“按日 + 按模型”的使用统计 key，并反算 Claude 系列模型的费用。
+      for (const dateStr of dates) {
+        let cursor = '0'
+        const pattern = `usage:*:model:daily:*:${dateStr}`
+
+        do {
+          const [nextCursor, keys] = await client.scan(cursor, 'MATCH', pattern, 'COUNT', 1000)
+          cursor = nextCursor
+          scannedKeys += keys.length
+
+          const entries = []
+          for (const usageKey of keys) {
+            // usage:{keyId}:model:daily:{model}:{YYYY-MM-DD}
+            const match = usageKey.match(/^usage:([^:]+):model:daily:(.+):(\d{4}-\d{2}-\d{2})$/)
+            if (!match) {
+              continue
+            }
+            const keyId = match[1]
+            const model = match[2]
+            if (!isClaudeFamilyModel(model)) {
+              continue
+            }
+            matchedClaudeKeys++
+            entries.push({ usageKey, keyId, model })
+          }
+
+          if (entries.length === 0) {
+            continue
+          }
+
+          const pipeline = client.pipeline()
+          for (const entry of entries) {
+            pipeline.hgetall(entry.usageKey)
+          }
+          const results = await pipeline.exec()
+
+          for (let i = 0; i < entries.length; i++) {
+            const entry = entries[i]
+            const [, data] = results[i] || []
+            if (!data || Object.keys(data).length === 0) {
+              continue
+            }
+
+            const inputTokens = toInt(data.totalInputTokens || data.inputTokens)
+            const outputTokens = toInt(data.totalOutputTokens || data.outputTokens)
+            const cacheReadTokens = toInt(data.totalCacheReadTokens || data.cacheReadTokens)
+            const cacheCreateTokens = toInt(data.totalCacheCreateTokens || data.cacheCreateTokens)
+            const ephemeral5mTokens = toInt(data.ephemeral5mTokens)
+            const ephemeral1hTokens = toInt(data.ephemeral1hTokens)
+
+            const cacheCreationTotal =
+              ephemeral5mTokens > 0 || ephemeral1hTokens > 0
+                ? ephemeral5mTokens + ephemeral1hTokens
+                : cacheCreateTokens
+
+            const usage = {
+              input_tokens: inputTokens,
+              output_tokens: outputTokens,
+              cache_creation_input_tokens: cacheCreationTotal,
+              cache_read_input_tokens: cacheReadTokens
+            }
+
+            if (ephemeral5mTokens > 0 || ephemeral1hTokens > 0) {
+              usage.cache_creation = {
+                ephemeral_5m_input_tokens: ephemeral5mTokens,
+                ephemeral_1h_input_tokens: ephemeral1hTokens
+              }
+            }
+
+            const costInfo = pricingService.calculateCost(usage, entry.model)
+            const realCost = costInfo && costInfo.totalCost ? costInfo.totalCost : 0
+            if (realCost <= 0) {
+              continue
+            }
+
+            // 应用倍率：全局倍率 × Key 倍率（使用缓存数据）
+            const keyData = keyDataCache.get(entry.keyId)
+            const accountType = inferAccountType(keyData)
+
+            // 与运行时 recordOpusCost 一致：只统计 claude-official/claude-console/ccr 账户
+            if (!accountType || !OPUS_ACCOUNT_TYPES.includes(accountType)) {
+              continue
+            }
+
+            const service = serviceRatesService.getService(accountType, entry.model)
+
+            // 获取全局倍率（带缓存）
+            let globalRate = globalRateCache.get(service)
+            if (globalRate === undefined) {
+              globalRate = await serviceRatesService.getServiceRate(service)
+              globalRateCache.set(service, globalRate)
+            }
+
+            // 获取 Key 倍率
+            let keyRates = {}
+            try {
+              keyRates = JSON.parse(keyData?.serviceRates || '{}')
+            } catch (e) {
+              keyRates = {}
+            }
+            const keyRate = keyRates[service] ?? 1.0
+            const ratedCost = realCost * globalRate * keyRate
+
+            costByKeyId.set(entry.keyId, (costByKeyId.get(entry.keyId) || 0) + ratedCost)
+          }
+        } while (cursor !== '0')
+      }
+
+      // 为所有 API Key 写入本周 opus:weekly key
+      const ttlSeconds = 14 * 24 * 3600
+      for (let i = 0; i < keyIds.length; i += batchSize) {
+        const batch = keyIds.slice(i, i + batchSize)
+        const pipeline = client.pipeline()
+        for (const keyId of batch) {
+          const weeklyKey = this._buildWeeklyOpusKey(keyId, weekString)
+          const cost = costByKeyId.get(keyId) || 0
+          pipeline.set(weeklyKey, String(cost))
+          pipeline.expire(weeklyKey, ttlSeconds)
+        }
+        await pipeline.exec()
+      }
+
+      // 写入 done 标记（保留略长于 1 周，避免同一周内重启重复回填）。
+      await client.set(doneKey, new Date().toISOString(), 'EX', 10 * 24 * 3600)
+
+      const durationMs = Date.now() - startedAt
+      logger.info(
+        `✅ 本周 Claude 周费用回填完成（${weekString}）：keys=${keyIds.length}, scanned=${scannedKeys}, matchedClaude=${matchedClaudeKeys}, filled=${costByKeyId.size}（${durationMs}ms）`
+      )
+
+      return {
+        success: true,
+        weekString,
+        keyCount: keyIds.length,
+        scannedKeys,
+        matchedClaudeKeys,
+        filledKeys: costByKeyId.size,
+        durationMs
+      }
+    } catch (error) {
+      logger.error(`❌ 本周 Claude 周费用回填失败（${weekString}）：`, error)
+      return { success: false, error: error.message }
+    } finally {
+      await redis.releaseAccountLock(lockKey, lockValue)
+    }
+  }
+}
+
+module.exports = new WeeklyClaudeCostInitService()

src/utils/commonHelper.js

@@ -0,0 +1,408 @@
+// 通用工具函数集合
+// 抽取自各服务的重复代码，统一管理
+
+const crypto = require('crypto')
+const config = require('../../config/config')
+const LRUCache = require('./lruCache')
+
+// ============================================
+// 加密相关 - 工厂模式支持不同 salt
+// ============================================
+
+const ALGORITHM = 'aes-256-cbc'
+const IV_LENGTH = 16
+
+// 缓存不同 salt 的加密实例
+const _encryptorCache = new Map()
+
+// 创建加密器实例（每个 salt 独立缓存）
+const createEncryptor = (salt) => {
+  if (_encryptorCache.has(salt)) {
+    return _encryptorCache.get(salt)
+  }
+
+  let keyCache = null
+  const decryptCache = new LRUCache(500)
+
+  const getKey = () => {
+    if (!keyCache) {
+      keyCache = crypto.scryptSync(config.security.encryptionKey, salt, 32)
+    }
+    return keyCache
+  }
+
+  const encrypt = (text) => {
+    if (!text) {
+      return ''
+    }
+    const key = getKey()
+    const iv = crypto.randomBytes(IV_LENGTH)
+    const cipher = crypto.createCipheriv(ALGORITHM, key, iv)
+    let encrypted = cipher.update(text, 'utf8', 'hex')
+    encrypted += cipher.final('hex')
+    return `${iv.toString('hex')}:${encrypted}`
+  }
+
+  const decrypt = (text, useCache = true) => {
+    if (!text) {
+      return ''
+    }
+    if (!text.includes(':')) {
+      return text
+    }
+    const cacheKey = crypto.createHash('sha256').update(text).digest('hex')
+    if (useCache) {
+      const cached = decryptCache.get(cacheKey)
+      if (cached !== undefined) {
+        return cached
+      }
+    }
+    try {
+      const key = getKey()
+      const [ivHex, encrypted] = text.split(':')
+      const iv = Buffer.from(ivHex, 'hex')
+      const decipher = crypto.createDecipheriv(ALGORITHM, key, iv)
+      let decrypted = decipher.update(encrypted, 'hex', 'utf8')
+      decrypted += decipher.final('utf8')
+      if (useCache) {
+        decryptCache.set(cacheKey, decrypted, 5 * 60 * 1000)
+      }
+      return decrypted
+    } catch (e) {
+      return text
+    }
+  }
+
+  const instance = {
+    encrypt,
+    decrypt,
+    getKey,
+    clearCache: () => decryptCache.clear(),
+    getStats: () => decryptCache.getStats?.() || { size: decryptCache.size }
+  }
+
+  _encryptorCache.set(salt, instance)
+  return instance
+}
+
+// 默认加密器（向后兼容）
+const defaultEncryptor = createEncryptor('claude-relay-salt')
+const { encrypt } = defaultEncryptor
+const { decrypt } = defaultEncryptor
+const getEncryptionKey = defaultEncryptor.getKey
+const clearDecryptCache = defaultEncryptor.clearCache
+const getDecryptCacheStats = defaultEncryptor.getStats
+
+// ============================================
+// 布尔值处理
+// ============================================
+
+// 转换为布尔值（宽松模式）
+const toBoolean = (value) =>
+  value === true ||
+  value === 'true' ||
+  (typeof value === 'string' && value.toLowerCase() === 'true')
+
+// 检查是否为真值（null/undefined 返回 false）
+const isTruthy = (value) => value !== null && value !== undefined && toBoolean(value)
+
+// 检查是否可调度（默认 true，只有明确 false 才返回 false）
+const isSchedulable = (value) => value !== false && value !== 'false'
+
+// 检查是否激活
+const isActive = (value) => value === true || value === 'true'
+
+// 检查账户是否健康（激活且状态正常）
+const isAccountHealthy = (account) => {
+  if (!account) {
+    return false
+  }
+  if (!isTruthy(account.isActive)) {
+    return false
+  }
+  const status = (account.status || 'active').toLowerCase()
+  return !['error', 'unauthorized', 'blocked', 'temp_error'].includes(status)
+}
+
+// ============================================
+// JSON 处理
+// ============================================
+
+// 安全解析 JSON
+const safeParseJson = (value, fallback = null) => {
+  if (!value || typeof value !== 'string') {
+    return fallback
+  }
+  try {
+    return JSON.parse(value)
+  } catch {
+    return fallback
+  }
+}
+
+// 安全解析 JSON 为对象
+const safeParseJsonObject = (value, fallback = null) => {
+  const parsed = safeParseJson(value, fallback)
+  return parsed && typeof parsed === 'object' && !Array.isArray(parsed) ? parsed : fallback
+}
+
+// 安全解析 JSON 为数组
+const safeParseJsonArray = (value, fallback = []) => {
+  const parsed = safeParseJson(value, fallback)
+  return Array.isArray(parsed) ? parsed : fallback
+}
+
+// ============================================
+// 模型名称处理
+// ============================================
+
+// 规范化模型名称（用于统计聚合）
+const normalizeModelName = (model) => {
+  if (!model || model === 'unknown') {
+    return model
+  }
+  // Bedrock 模型: us-east-1.anthropic.claude-3-5-sonnet-v1:0
+  if (model.includes('.anthropic.') || model.includes('.claude')) {
+    return model
+      .replace(/^[a-z0-9-]+\./, '')
+      .replace('anthropic.', '')
+      .replace(/-v\d+:\d+$/, '')
+  }
+  return model.replace(/-v\d+:\d+$|:latest$/, '')
+}
+
+// 规范化端点类型
+const normalizeEndpointType = (endpointType) => {
+  if (!endpointType) {
+    return 'anthropic'
+  }
+  const normalized = String(endpointType).toLowerCase()
+  return ['openai', 'comm', 'anthropic'].includes(normalized) ? normalized : 'anthropic'
+}
+
+// 检查模型是否在映射表中
+const isModelInMapping = (modelMapping, requestedModel) => {
+  if (!modelMapping || Object.keys(modelMapping).length === 0) {
+    return true
+  }
+  if (Object.prototype.hasOwnProperty.call(modelMapping, requestedModel)) {
+    return true
+  }
+  const lower = requestedModel.toLowerCase()
+  return Object.keys(modelMapping).some((k) => k.toLowerCase() === lower)
+}
+
+// 获取映射后的模型名称
+const getMappedModelName = (modelMapping, requestedModel) => {
+  if (!modelMapping || Object.keys(modelMapping).length === 0) {
+    return requestedModel
+  }
+  if (modelMapping[requestedModel]) {
+    return modelMapping[requestedModel]
+  }
+  const lower = requestedModel.toLowerCase()
+  for (const [key, value] of Object.entries(modelMapping)) {
+    if (key.toLowerCase() === lower) {
+      return value
+    }
+  }
+  return requestedModel
+}
+
+// ============================================
+// 账户调度相关
+// ============================================
+
+// 按优先级和最后使用时间排序账户
+const sortAccountsByPriority = (accounts) =>
+  [...accounts].sort((a, b) => {
+    const priorityA = parseInt(a.priority, 10) || 50
+    const priorityB = parseInt(b.priority, 10) || 50
+    if (priorityA !== priorityB) {
+      return priorityA - priorityB
+    }
+    const lastUsedA = a.lastUsedAt ? new Date(a.lastUsedAt).getTime() : 0
+    const lastUsedB = b.lastUsedAt ? new Date(b.lastUsedAt).getTime() : 0
+    if (lastUsedA !== lastUsedB) {
+      return lastUsedA - lastUsedB
+    }
+    const createdA = a.createdAt ? new Date(a.createdAt).getTime() : 0
+    const createdB = b.createdAt ? new Date(b.createdAt).getTime() : 0
+    return createdA - createdB
+  })
+
+// 生成粘性会话 Key
+const composeStickySessionKey = (prefix, sessionHash, apiKeyId = null) => {
+  if (!sessionHash) {
+    return null
+  }
+  return `sticky:${prefix}:${apiKeyId || 'default'}:${sessionHash}`
+}
+
+// 过滤可用账户（激活 + 健康 + 可调度）
+const filterAvailableAccounts = (accounts) =>
+  accounts.filter((acc) => acc && isAccountHealthy(acc) && isSchedulable(acc.schedulable))
+
+// ============================================
+// 字符串处理
+// ============================================
+
+// 截断字符串
+const truncate = (str, maxLen = 100, suffix = '...') => {
+  if (!str || str.length <= maxLen) {
+    return str
+  }
+  return str.slice(0, maxLen - suffix.length) + suffix
+}
+
+// 掩码敏感信息（保留前后几位）
+const maskSensitive = (str, keepStart = 4, keepEnd = 4, maskChar = '*') => {
+  if (!str || str.length <= keepStart + keepEnd) {
+    return str
+  }
+  const maskLen = Math.min(str.length - keepStart - keepEnd, 8)
+  return str.slice(0, keepStart) + maskChar.repeat(maskLen) + str.slice(-keepEnd)
+}
+
+// ============================================
+// 数值处理
+// ============================================
+
+// 安全解析整数
+const safeParseInt = (value, fallback = 0) => {
+  const parsed = parseInt(value, 10)
+  return isNaN(parsed) ? fallback : parsed
+}
+
+// 安全解析浮点数
+const safeParseFloat = (value, fallback = 0) => {
+  const parsed = parseFloat(value)
+  return isNaN(parsed) ? fallback : parsed
+}
+
+// 限制数值范围
+const clamp = (value, min, max) => Math.min(Math.max(value, min), max)
+
+// ============================================
+// 时间处理
+// ============================================
+
+// 获取时区偏移后的日期
+const getDateInTimezone = (date = new Date(), offset = config.system?.timezoneOffset || 8) =>
+  new Date(date.getTime() + offset * 3600000)
+
+// 获取时区日期字符串 YYYY-MM-DD
+const getDateStringInTimezone = (date = new Date()) => {
+  const d = getDateInTimezone(date)
+  return `${d.getUTCFullYear()}-${String(d.getUTCMonth() + 1).padStart(2, '0')}-${String(d.getUTCDate()).padStart(2, '0')}`
+}
+
+// 检查是否过期
+const isExpired = (expiresAt) => {
+  if (!expiresAt) {
+    return false
+  }
+  return new Date(expiresAt).getTime() < Date.now()
+}
+
+// 计算剩余时间（秒）
+const getTimeRemaining = (expiresAt) => {
+  if (!expiresAt) {
+    return Infinity
+  }
+  return Math.max(0, Math.floor((new Date(expiresAt).getTime() - Date.now()) / 1000))
+}
+
+// ============================================
+// 版本处理
+// ============================================
+
+const fs = require('fs')
+const path = require('path')
+
+// 获取应用版本号
+const getAppVersion = () => {
+  if (process.env.APP_VERSION) {
+    return process.env.APP_VERSION
+  }
+  if (process.env.VERSION) {
+    return process.env.VERSION
+  }
+  try {
+    const versionFile = path.join(__dirname, '..', '..', 'VERSION')
+    if (fs.existsSync(versionFile)) {
+      return fs.readFileSync(versionFile, 'utf8').trim()
+    }
+  } catch {
+    // ignore
+  }
+  try {
+    return require('../../package.json').version
+  } catch {
+    // ignore
+  }
+  return '1.0.0'
+}
+
+// 版本比较: a > b
+const versionGt = (a, b) => {
+  const pa = a.split('.').map(Number)
+  const pb = b.split('.').map(Number)
+  for (let i = 0; i < 3; i++) {
+    if ((pa[i] || 0) > (pb[i] || 0)) {
+      return true
+    }
+    if ((pa[i] || 0) < (pb[i] || 0)) {
+      return false
+    }
+  }
+  return false
+}
+
+// 版本比较: a >= b
+const versionGte = (a, b) => a === b || versionGt(a, b)
+
+module.exports = {
+  // 加密
+  createEncryptor,
+  encrypt,
+  decrypt,
+  getEncryptionKey,
+  clearDecryptCache,
+  getDecryptCacheStats,
+  // 布尔值
+  toBoolean,
+  isTruthy,
+  isSchedulable,
+  isActive,
+  isAccountHealthy,
+  // JSON
+  safeParseJson,
+  safeParseJsonObject,
+  safeParseJsonArray,
+  // 模型
+  normalizeModelName,
+  normalizeEndpointType,
+  isModelInMapping,
+  getMappedModelName,
+  // 调度
+  sortAccountsByPriority,
+  composeStickySessionKey,
+  filterAvailableAccounts,
+  // 字符串
+  truncate,
+  maskSensitive,
+  // 数值
+  safeParseInt,
+  safeParseFloat,
+  clamp,
+  // 时间
+  getDateInTimezone,
+  getDateStringInTimezone,
+  isExpired,
+  getTimeRemaining,
+  // 版本
+  getAppVersion,
+  versionGt,
+  versionGte
+}

src/utils/contents.js

@@ -79,6 +79,11 @@ const PROMPT_DEFINITIONS = {
     title: 'Claude Code Compact System Prompt Agent SDK2',
     text: "You are Claude Code, Anthropic's official CLI for Claude, running within the Claude Agent SDK."
   },
+  claudeOtherSystemPrompt5: {
+    category: 'system',
+    title: 'Claude CLI Billing Header',
+    text: 'x-anthropic-billing-header: cc_version=2.1.15.c5a; cc_entrypoint=cli'
+  },
   claudeOtherSystemPromptCompact: {
     category: 'system',
     title: 'Claude Code Compact System Prompt',

src/utils/errorSanitizer.js

@@ -1,217 +1,260 @@
 /**
- * 错误消息清理工具
- * 用于移除上游错误中的供应商特定信息（如 URL、引用等）
+ * 错误消息清理工具 - 白名单错误码制
+ * 所有错误映射到预定义的标准错误码，原始消息只记日志不返回前端
  */
 
-/**
- * 清理错误消息中的 URL 和供应商引用
- * @param {string} message - 原始错误消息
- * @returns {string} - 清理后的消息
- */
-function sanitizeErrorMessage(message) {
-  if (typeof message !== 'string') {
-    return message
-  }
+const logger = require('./logger')
 
-  // 移除 URL（http:// 或 https://）
-  let cleaned = message.replace(/https?:\/\/[^\s]+/gi, '')
-
-  // 移除常见的供应商引用模式
-  cleaned = cleaned.replace(/For more (?:details|information|help)[,\s]*/gi, '')
-  cleaned = cleaned.replace(/(?:please\s+)?visit\s+\S*/gi, '') // 移除 "visit xxx"
-  cleaned = cleaned.replace(/(?:see|check)\s+(?:our|the)\s+\S*/gi, '') // 移除 "see our xxx"
-  cleaned = cleaned.replace(/(?:contact|reach)\s+(?:us|support)\s+at\s+\S*/gi, '') // 移除联系信息
-
-  // 移除供应商特定关键词（包括整个单词）
-  cleaned = cleaned.replace(/88code\S*/gi, '')
-  cleaned = cleaned.replace(/duck\S*/gi, '')
-  cleaned = cleaned.replace(/packy\S*/gi, '')
-  cleaned = cleaned.replace(/ikun\S*/gi, '')
-  cleaned = cleaned.replace(/privnode\S*/gi, '')
-  cleaned = cleaned.replace(/yescode\S*/gi, '')
-  cleaned = cleaned.replace(/yes.vg\S*/gi, '')
-  cleaned = cleaned.replace(/share\S*/gi, '')
-  cleaned = cleaned.replace(/yhlxj\S*/gi, '')
-  cleaned = cleaned.replace(/gac\S*/gi, '')
-  cleaned = cleaned.replace(/driod\S*/gi, '')
-
-  cleaned = cleaned.replace(/\s+/g, ' ').trim()
-
-  // 如果消息被清理得太短或为空，返回通用消息
-  if (cleaned.length < 5) {
-    return 'The requested model is currently unavailable'
-  }
-
-  return cleaned
+// 标准错误码定义
+const ERROR_CODES = {
+  E001: { message: 'Service temporarily unavailable', status: 503 },
+  E002: { message: 'Network connection failed', status: 502 },
+  E003: { message: 'Authentication failed', status: 401 },
+  E004: { message: 'Rate limit exceeded', status: 429 },
+  E005: { message: 'Invalid request', status: 400 },
+  E006: { message: 'Model not available', status: 503 },
+  E007: { message: 'Upstream service error', status: 502 },
+  E008: { message: 'Request timeout', status: 504 },
+  E009: { message: 'Permission denied', status: 403 },
+  E010: { message: 'Resource not found', status: 404 },
+  E011: { message: 'Account temporarily unavailable', status: 503 },
+  E012: { message: 'Server overloaded', status: 529 },
+  E013: { message: 'Invalid API key', status: 401 },
+  E014: { message: 'Quota exceeded', status: 429 },
+  E015: { message: 'Internal server error', status: 500 }
 }
 
+// 错误特征匹配规则（按优先级排序）
+const ERROR_MATCHERS = [
+  // 网络层错误
+  { pattern: /ENOTFOUND|DNS|getaddrinfo/i, code: 'E002' },
+  { pattern: /ECONNREFUSED|ECONNRESET|connection refused/i, code: 'E002' },
+  { pattern: /ETIMEDOUT|timeout/i, code: 'E008' },
+  { pattern: /ECONNABORTED|aborted/i, code: 'E002' },
+
+  // 认证错误
+  { pattern: /unauthorized|invalid.*token|token.*invalid|invalid.*key/i, code: 'E003' },
+  { pattern: /invalid.*api.*key|api.*key.*invalid/i, code: 'E013' },
+  { pattern: /authentication|auth.*fail/i, code: 'E003' },
+
+  // 权限错误
+  { pattern: /forbidden|permission.*denied|access.*denied/i, code: 'E009' },
+  { pattern: /does not have.*permission/i, code: 'E009' },
+
+  // 限流错误
+  { pattern: /rate.*limit|too many requests|429/i, code: 'E004' },
+  { pattern: /quota.*exceeded|usage.*limit/i, code: 'E014' },
+
+  // 过载错误
+  { pattern: /overloaded|529|capacity/i, code: 'E012' },
+
+  // 账户错误
+  { pattern: /account.*disabled|organization.*disabled/i, code: 'E011' },
+  { pattern: /too many active sessions/i, code: 'E011' },
+
+  // 模型错误
+  { pattern: /model.*not.*found|model.*unavailable|unsupported.*model/i, code: 'E006' },
+
+  // 请求错误
+  { pattern: /bad.*request|invalid.*request|malformed/i, code: 'E005' },
+  { pattern: /not.*found|404/i, code: 'E010' },
+
+  // 上游错误
+  { pattern: /upstream|502|bad.*gateway/i, code: 'E007' },
+  { pattern: /503|service.*unavailable/i, code: 'E001' }
+]
+
 /**
- * 递归清理对象中的所有错误消息字段
- * @param {Object} errorData - 原始错误数据对象
- * @returns {Object} - 清理后的错误数据
+ * 根据原始错误匹配标准错误码
+ * @param {Error|string|object} error - 原始错误
+ * @param {object} options - 选项
+ * @param {string} options.context - 错误上下文（用于日志）
+ * @param {boolean} options.logOriginal - 是否记录原始错误（默认true）
+ * @returns {{ code: string, message: string, status: number }}
  */
-function sanitizeUpstreamError(errorData) {
-  if (!errorData || typeof errorData !== 'object') {
-    return errorData
+function mapToErrorCode(error, options = {}) {
+  const { context = 'unknown', logOriginal = true } = options
+
+  // 提取原始错误信息
+  const originalMessage = extractOriginalMessage(error)
+  const errorCode = error?.code || error?.response?.status
+  const statusCode = error?.response?.status || error?.status || error?.statusCode
+
+  // 记录原始错误到日志（供调试）
+  if (logOriginal && originalMessage) {
+    logger.debug(`[ErrorSanitizer] Original error (${context}):`, {
+      message: originalMessage,
+      code: errorCode,
+      status: statusCode
+    })
   }
 
-  // AxiosError / Error：返回摘要，避免泄露请求体/headers/token 等敏感信息
-  const looksLikeAxiosError =
-    errorData.isAxiosError ||
-    (errorData.name === 'AxiosError' && (errorData.config || errorData.response))
-  const looksLikeError = errorData instanceof Error || typeof errorData.message === 'string'
+  // 匹配错误码
+  let matchedCode = 'E015' // 默认：内部服务器错误
 
-  if (looksLikeAxiosError || looksLikeError) {
-    const statusCode = errorData.response?.status
-    const upstreamBody = errorData.response?.data
-    const upstreamMessage = sanitizeErrorMessage(extractErrorMessage(upstreamBody) || '')
+  // 先按 HTTP 状态码快速匹配
+  if (statusCode) {
+    if (statusCode === 401) {
+      matchedCode = 'E003'
+    } else if (statusCode === 403) {
+      matchedCode = 'E009'
+    } else if (statusCode === 404) {
+      matchedCode = 'E010'
+    } else if (statusCode === 429) {
+      matchedCode = 'E004'
+    } else if (statusCode === 502) {
+      matchedCode = 'E007'
+    } else if (statusCode === 503) {
+      matchedCode = 'E001'
+    } else if (statusCode === 504) {
+      matchedCode = 'E008'
+    } else if (statusCode === 529) {
+      matchedCode = 'E012'
+    }
+  }
 
+  // 再按消息内容精确匹配（可能覆盖状态码匹配）
+  if (originalMessage) {
+    for (const matcher of ERROR_MATCHERS) {
+      if (matcher.pattern.test(originalMessage)) {
+        matchedCode = matcher.code
+        break
+      }
+    }
+  }
+
+  // 按错误 code 匹配（网络错误）
+  if (errorCode) {
+    const codeStr = String(errorCode).toUpperCase()
+    if (codeStr === 'ENOTFOUND' || codeStr === 'EAI_AGAIN') {
+      matchedCode = 'E002'
+    } else if (codeStr === 'ECONNREFUSED' || codeStr === 'ECONNRESET') {
+      matchedCode = 'E002'
+    } else if (codeStr === 'ETIMEDOUT' || codeStr === 'ESOCKETTIMEDOUT') {
+      matchedCode = 'E008'
+    } else if (codeStr === 'ECONNABORTED') {
+      matchedCode = 'E002'
+    }
+  }
+
+  const result = ERROR_CODES[matchedCode]
   return {
-      name: errorData.name || 'Error',
-      code: errorData.code,
-      statusCode,
-      message: sanitizeErrorMessage(errorData.message || ''),
-      upstreamMessage: upstreamMessage || undefined,
-      upstreamType: upstreamBody?.error?.type || upstreamBody?.error?.status || undefined
+    code: matchedCode,
+    message: result.message,
+    status: result.status
   }
-  }
-
-  // 递归清理嵌套的错误对象
-  const visited = new WeakSet()
-
-  const shouldRedactKey = (key) => {
-    if (!key) {
-      return false
-    }
-    const lowerKey = String(key).toLowerCase()
-    return (
-      lowerKey === 'authorization' ||
-      lowerKey === 'cookie' ||
-      lowerKey.includes('api_key') ||
-      lowerKey.includes('apikey') ||
-      lowerKey.includes('access_token') ||
-      lowerKey.includes('refresh_token') ||
-      lowerKey.endsWith('token') ||
-      lowerKey.includes('secret') ||
-      lowerKey.includes('password')
-    )
-  }
-
-  const sanitizeObject = (obj) => {
-    if (!obj || typeof obj !== 'object') {
-      return obj
-    }
-
-    if (visited.has(obj)) {
-      return '[Circular]'
-    }
-    visited.add(obj)
-
-    // 主动剔除常见“超大且敏感”的字段
-    if (obj.config || obj.request || obj.response) {
-      return '[Redacted]'
-    }
-
-    for (const key in obj) {
-      if (shouldRedactKey(key)) {
-        obj[key] = '[REDACTED]'
-        continue
-      }
-
-      // 清理所有字符串字段，不仅仅是 message
-      if (typeof obj[key] === 'string') {
-        obj[key] = sanitizeErrorMessage(obj[key])
-      } else if (typeof obj[key] === 'object') {
-        sanitizeObject(obj[key])
-      }
-    }
-
-    return obj
-  }
-
-  // 尽量不修改原对象：浅拷贝后递归清理
-  const clone = Array.isArray(errorData) ? [...errorData] : { ...errorData }
-  return sanitizeObject(clone)
 }
 
 /**
- * 提取错误消息（支持多种错误格式）
- * @param {*} body - 错误响应体（字符串或对象）
- * @returns {string} - 提取的错误消息
+ * 提取原始错误消息
  */
+function extractOriginalMessage(error) {
+  if (!error) {
+    return ''
+  }
+  if (typeof error === 'string') {
+    return error
+  }
+  if (error.message) {
+    return error.message
+  }
+  if (error.response?.data?.error?.message) {
+    return error.response.data.error.message
+  }
+  if (error.response?.data?.error) {
+    return String(error.response.data.error)
+  }
+  if (error.response?.data?.message) {
+    return error.response.data.message
+  }
+  return ''
+}
+
+/**
+ * 创建安全的错误响应对象
+ * @param {Error|string|object} error - 原始错误
+ * @param {object} options - 选项
+ * @returns {{ error: { code: string, message: string }, status: number }}
+ */
+function createSafeErrorResponse(error, options = {}) {
+  const mapped = mapToErrorCode(error, options)
+  return {
+    error: {
+      code: mapped.code,
+      message: mapped.message
+    },
+    status: mapped.status
+  }
+}
+
+/**
+ * 创建安全的 SSE 错误事件
+ * @param {Error|string|object} error - 原始错误
+ * @param {object} options - 选项
+ * @returns {string} - SSE 格式的错误事件
+ */
+function createSafeSSEError(error, options = {}) {
+  const mapped = mapToErrorCode(error, options)
+  return `event: error\ndata: ${JSON.stringify({
+    error: mapped.message,
+    code: mapped.code,
+    timestamp: new Date().toISOString()
+  })}\n\n`
+}
+
+/**
+ * 获取安全的错误消息（用于替换 error.message）
+ * @param {Error|string|object} error - 原始错误
+ * @param {object} options - 选项
+ * @returns {string}
+ */
+function getSafeMessage(error, options = {}) {
+  return mapToErrorCode(error, options).message
+}
+
+// 兼容旧接口
+function sanitizeErrorMessage(message) {
+  if (!message) {
+    return 'Service temporarily unavailable'
+  }
+  return mapToErrorCode({ message }, { logOriginal: false }).message
+}
+
+function sanitizeUpstreamError(errorData) {
+  return createSafeErrorResponse(errorData, { logOriginal: false })
+}
+
 function extractErrorMessage(body) {
-  if (!body) {
-    return ''
-  }
-
-  // 处理字符串类型
-  if (typeof body === 'string') {
-    const trimmed = body.trim()
-    if (!trimmed) {
-      return ''
-    }
-    try {
-      const parsed = JSON.parse(trimmed)
-      return extractErrorMessage(parsed)
-    } catch (error) {
-      return trimmed
-    }
-  }
-
-  // 处理对象类型
-  if (typeof body === 'object') {
-    // 常见错误格式: { error: "message" }
-    if (typeof body.error === 'string') {
-      return body.error
-    }
-    // 嵌套错误格式: { error: { message: "..." } }
-    if (body.error && typeof body.error === 'object') {
-      if (typeof body.error.message === 'string') {
-        return body.error.message
-      }
-      if (typeof body.error.error === 'string') {
-        return body.error.error
-      }
-    }
-    // 直接消息格式: { message: "..." }
-    if (typeof body.message === 'string') {
-      return body.message
-    }
-  }
-
-  return ''
+  return extractOriginalMessage(body)
 }
 
-/**
- * 检测是否为账户被禁用或不可用的 400 错误
- * @param {number} statusCode - HTTP 状态码
- * @param {*} body - 响应体
- * @returns {boolean} - 是否为账户禁用错误
- */
 function isAccountDisabledError(statusCode, body) {
   if (statusCode !== 400) {
     return false
   }
-
-  const message = extractErrorMessage(body)
+  const message = extractOriginalMessage(body)
   if (!message) {
     return false
   }
-  // 将消息全部转换为小写，进行模糊匹配（避免大小写问题）
-  const lowerMessage = message.toLowerCase()
-  // 检测常见的账户禁用/不可用模式
+  const lower = message.toLowerCase()
   return (
-    lowerMessage.includes('organization has been disabled') ||
-    lowerMessage.includes('account has been disabled') ||
-    lowerMessage.includes('account is disabled') ||
-    lowerMessage.includes('no account supporting') ||
-    lowerMessage.includes('account not found') ||
-    lowerMessage.includes('invalid account') ||
-    lowerMessage.includes('too many active sessions')
+    lower.includes('organization has been disabled') ||
+    lower.includes('account has been disabled') ||
+    lower.includes('account is disabled') ||
+    lower.includes('no account supporting') ||
+    lower.includes('account not found') ||
+    lower.includes('invalid account') ||
+    lower.includes('too many active sessions')
   )
 }
 
 module.exports = {
+  ERROR_CODES,
+  mapToErrorCode,
+  createSafeErrorResponse,
+  createSafeSSEError,
+  getSafeMessage,
+  // 兼容旧接口
   sanitizeErrorMessage,
   sanitizeUpstreamError,
   extractErrorMessage,

src/utils/modelHelper.js

@@ -188,10 +188,54 @@ function isOpus45OrNewer(modelName) {
   return false
 }
 
+/**
+ * 判断某个 model 名称是否属于 Anthropic Claude 系列模型。
+ *
+ * 用于 API Key 维度的限额/统计（Claude 周费用）。这里刻意覆盖以下命名：
+ * - 标准 Anthropic 模型：claude-*，包括 claude-3-opus、claude-sonnet-*、claude-haiku-* 等
+ * - Bedrock 模型：{region}.anthropic.claude-... / anthropic.claude-...
+ * - 少数情况下 model 字段可能只包含家族关键词（sonnet/haiku/opus），也视为 Claude 系列
+ *
+ * 注意：会先去掉支持的 vendor 前缀（例如 "ccr,"）。
+ */
+function isClaudeFamilyModel(modelName) {
+  if (!modelName || typeof modelName !== 'string') {
+    return false
+  }
+
+  const { baseModel } = parseVendorPrefixedModel(modelName)
+  const m = (baseModel || '').trim().toLowerCase()
+  if (!m) {
+    return false
+  }
+
+  // Bedrock 模型格式
+  if (
+    m.includes('.anthropic.claude-') ||
+    m.startsWith('anthropic.claude-') ||
+    m.includes('.claude-')
+  ) {
+    return true
+  }
+
+  // 标准 Anthropic 模型 ID
+  if (m.startsWith('claude-') || m.includes('claude-')) {
+    return true
+  }
+
+  // 兜底：某些下游链路里 model 字段可能不带 "claude-" 前缀，但仍包含家族关键词。
+  if (m.includes('opus') || m.includes('sonnet') || m.includes('haiku')) {
+    return true
+  }
+
+  return false
+}
+
 module.exports = {
   parseVendorPrefixedModel,
   hasVendorPrefix,
   getEffectiveModel,
   getVendorType,
-  isOpus45OrNewer
+  isOpus45OrNewer,
+  isClaudeFamilyModel
 }

src/utils/oauthHelper.js

@@ -211,7 +211,7 @@ async function exchangeCodeForTokens(authorizationCode, codeVerifier, state, pro
       dataKeys: response.data ? Object.keys(response.data) : []
     })
 
-    logger.success('✅ OAuth token exchange successful', {
+    logger.success('OAuth token exchange successful', {
       status: response.status,
       hasAccessToken: !!response.data?.access_token,
       hasRefreshToken: !!response.data?.refresh_token,
@@ -431,7 +431,7 @@ async function exchangeSetupTokenCode(authorizationCode, codeVerifier, state, pr
       dataKeys: response.data ? Object.keys(response.data) : []
     })
 
-    logger.success('✅ Setup Token exchange successful', {
+    logger.success('Setup Token exchange successful', {
       status: response.status,
       hasAccessToken: !!response.data?.access_token,
       scopes: response.data?.scope,
@@ -661,7 +661,7 @@ async function getOrganizationInfo(sessionKey, proxyConfig = null) {
       throw new Error('未找到具有chat能力的组织')
     }
 
-    logger.success('✅ Found organization', {
+    logger.success('Found organization', {
       uuid: bestOrg.uuid,
       capabilities: maxCapabilities
     })
@@ -778,7 +778,7 @@ async function authorizeWithCookie(sessionKey, organizationUuid, scope, proxyCon
     // 构建完整的授权码（包含state，如果有的话）
     const fullCode = responseState ? `${authorizationCode}#${responseState}` : authorizationCode
 
-    logger.success('✅ Got authorization code via Cookie', {
+    logger.success('Got authorization code via Cookie', {
       codeLength: authorizationCode.length,
       codePrefix: `${authorizationCode.substring(0, 10)}...`
     })
@@ -854,7 +854,7 @@ async function oauthWithCookie(sessionKey, proxyConfig = null, isSetupToken = fa
     ? await exchangeSetupTokenCode(authorizationCode, codeVerifier, state, proxyConfig)
     : await exchangeCodeForTokens(authorizationCode, codeVerifier, state, proxyConfig)
 
-  logger.success('✅ Cookie-based OAuth flow completed', {
+  logger.success('Cookie-based OAuth flow completed', {
     isSetupToken,
     organizationUuid,
     hasAccessToken: !!tokenData.accessToken,

src/utils/performanceOptimizer.js

@@ -0,0 +1,168 @@
+/**
+ * 性能优化工具模块
+ * 提供 HTTP keep-alive 连接池、定价数据缓存等优化功能
+ */
+
+const https = require('https')
+const http = require('http')
+const fs = require('fs')
+const LRUCache = require('./lruCache')
+
+// 连接池配置（从环境变量读取）
+const STREAM_MAX_SOCKETS = parseInt(process.env.HTTPS_MAX_SOCKETS_STREAM) || 65535
+const NON_STREAM_MAX_SOCKETS = parseInt(process.env.HTTPS_MAX_SOCKETS_NON_STREAM) || 16384
+const MAX_FREE_SOCKETS = parseInt(process.env.HTTPS_MAX_FREE_SOCKETS) || 2048
+const FREE_SOCKET_TIMEOUT = parseInt(process.env.HTTPS_FREE_SOCKET_TIMEOUT) || 30000
+
+// 流式请求 agent：高 maxSockets，timeout=0（不限制）
+const httpsAgentStream = new https.Agent({
+  keepAlive: true,
+  maxSockets: STREAM_MAX_SOCKETS,
+  maxFreeSockets: MAX_FREE_SOCKETS,
+  timeout: 0,
+  freeSocketTimeout: FREE_SOCKET_TIMEOUT
+})
+
+// 非流式请求 agent：较小 maxSockets
+const httpsAgentNonStream = new https.Agent({
+  keepAlive: true,
+  maxSockets: NON_STREAM_MAX_SOCKETS,
+  maxFreeSockets: MAX_FREE_SOCKETS,
+  timeout: 0, // 不限制，由请求层 REQUEST_TIMEOUT 控制
+  freeSocketTimeout: FREE_SOCKET_TIMEOUT
+})
+
+// HTTP agent（非流式）
+const httpAgent = new http.Agent({
+  keepAlive: true,
+  maxSockets: NON_STREAM_MAX_SOCKETS,
+  maxFreeSockets: MAX_FREE_SOCKETS,
+  timeout: 0, // 不限制，由请求层 REQUEST_TIMEOUT 控制
+  freeSocketTimeout: FREE_SOCKET_TIMEOUT
+})
+
+// 定价数据缓存（按文件路径区分）
+const pricingDataCache = new Map()
+const PRICING_CACHE_TTL = 5 * 60 * 1000 // 5分钟
+
+// Redis 配置缓存（短 TTL）
+const configCache = new LRUCache(100)
+const CONFIG_CACHE_TTL = 30 * 1000 // 30秒
+
+/**
+ * 获取流式请求的 HTTPS agent
+ */
+function getHttpsAgentForStream() {
+  return httpsAgentStream
+}
+
+/**
+ * 获取非流式请求的 HTTPS agent
+ */
+function getHttpsAgentForNonStream() {
+  return httpsAgentNonStream
+}
+
+/**
+ * 获取定价数据（带缓存，按路径区分）
+ * @param {string} pricingFilePath - 定价文件路径
+ * @returns {Object|null} 定价数据
+ */
+function getPricingData(pricingFilePath) {
+  const now = Date.now()
+  const cached = pricingDataCache.get(pricingFilePath)
+
+  // 检查缓存是否有效
+  if (cached && now - cached.loadTime < PRICING_CACHE_TTL) {
+    return cached.data
+  }
+
+  // 重新加载
+  try {
+    if (!fs.existsSync(pricingFilePath)) {
+      return null
+    }
+    const data = JSON.parse(fs.readFileSync(pricingFilePath, 'utf8'))
+    pricingDataCache.set(pricingFilePath, { data, loadTime: now })
+    return data
+  } catch (error) {
+    return null
+  }
+}
+
+/**
+ * 清除定价数据缓存（用于热更新）
+ * @param {string} pricingFilePath - 可选，指定路径则只清除该路径缓存
+ */
+function clearPricingCache(pricingFilePath = null) {
+  if (pricingFilePath) {
+    pricingDataCache.delete(pricingFilePath)
+  } else {
+    pricingDataCache.clear()
+  }
+}
+
+/**
+ * 获取缓存的配置
+ * @param {string} key - 缓存键
+ * @returns {*} 缓存值
+ */
+function getCachedConfig(key) {
+  return configCache.get(key)
+}
+
+/**
+ * 设置配置缓存
+ * @param {string} key - 缓存键
+ * @param {*} value - 值
+ * @param {number} ttl - TTL（毫秒）
+ */
+function setCachedConfig(key, value, ttl = CONFIG_CACHE_TTL) {
+  configCache.set(key, value, ttl)
+}
+
+/**
+ * 删除配置缓存
+ * @param {string} key - 缓存键
+ */
+function deleteCachedConfig(key) {
+  configCache.cache.delete(key)
+}
+
+/**
+ * 获取连接池统计信息
+ */
+function getAgentStats() {
+  return {
+    httpsStream: {
+      sockets: Object.keys(httpsAgentStream.sockets).length,
+      freeSockets: Object.keys(httpsAgentStream.freeSockets).length,
+      requests: Object.keys(httpsAgentStream.requests).length,
+      maxSockets: STREAM_MAX_SOCKETS
+    },
+    httpsNonStream: {
+      sockets: Object.keys(httpsAgentNonStream.sockets).length,
+      freeSockets: Object.keys(httpsAgentNonStream.freeSockets).length,
+      requests: Object.keys(httpsAgentNonStream.requests).length,
+      maxSockets: NON_STREAM_MAX_SOCKETS
+    },
+    http: {
+      sockets: Object.keys(httpAgent.sockets).length,
+      freeSockets: Object.keys(httpAgent.freeSockets).length,
+      requests: Object.keys(httpAgent.requests).length
+    },
+    configCache: configCache.getStats()
+  }
+}
+
+module.exports = {
+  getHttpsAgentForStream,
+  getHttpsAgentForNonStream,
+  getHttpAgent: () => httpAgent,
+  getPricingData,
+  clearPricingCache,
+  getCachedConfig,
+  setCachedConfig,
+  deleteCachedConfig,
+  getAgentStats
+}

src/utils/rateLimitHelper.js

@@ -7,9 +7,16 @@ function toNumber(value) {
   return Number.isFinite(num) ? num : 0
 }
 
-async function updateRateLimitCounters(rateLimitInfo, usageSummary, model) {
+// keyId 和 accountType 用于计算倍率成本
+async function updateRateLimitCounters(
+  rateLimitInfo,
+  usageSummary,
+  model,
+  keyId = null,
+  accountType = null
+) {
   if (!rateLimitInfo) {
-    return { totalTokens: 0, totalCost: 0 }
+    return { totalTokens: 0, totalCost: 0, ratedCost: 0 }
   }
 
   const client = redis.getClient()
@@ -59,11 +66,25 @@ async function updateRateLimitCounters(rateLimitInfo, usageSummary, model) {
     }
   }
 
-  if (totalCost > 0 && rateLimitInfo.costCountKey) {
-    await client.incrbyfloat(rateLimitInfo.costCountKey, totalCost)
+  // 计算倍率成本（用于限流计数）
+  let ratedCost = totalCost
+  if (totalCost > 0 && keyId) {
+    try {
+      const apiKeyService = require('../services/apiKeyService')
+      const serviceRatesService = require('../services/serviceRatesService')
+      const service = serviceRatesService.getService(accountType, model)
+      ratedCost = await apiKeyService.calculateRatedCost(keyId, service, totalCost)
+    } catch (error) {
+      // 倍率计算失败时使用真实成本
+      ratedCost = totalCost
+    }
   }
 
-  return { totalTokens, totalCost }
+  if (ratedCost > 0 && rateLimitInfo.costCountKey) {
+    await client.incrbyfloat(rateLimitInfo.costCountKey, ratedCost)
+  }
+
+  return { totalTokens, totalCost, ratedCost }
 }
 
 module.exports = {

src/utils/sseParser.js

@@ -47,6 +47,72 @@ function parseSSELine(line) {
   }
 }
 
-module.exports = {
-  parseSSELine
+/**
+ * 增量 SSE 解析器类
+ * 用于处理流式数据，避免每次都 split 整个 buffer
+ */
+class IncrementalSSEParser {
+  constructor() {
+    this.buffer = ''
+  }
+
+  /**
+   * 添加数据块并返回完整的事件
+   * @param {string} chunk - 数据块
+   * @returns {Array<Object>} 解析出的完整事件数组
+   */
+  feed(chunk) {
+    this.buffer += chunk
+    const events = []
+
+    // 查找完整的事件（以 \n\n 分隔）
+    let idx
+    while ((idx = this.buffer.indexOf('\n\n')) !== -1) {
+      const event = this.buffer.slice(0, idx)
+      this.buffer = this.buffer.slice(idx + 2)
+
+      if (event.trim()) {
+        // 解析事件中的每一行
+        const lines = event.split('\n')
+        for (const line of lines) {
+          if (line.startsWith('data: ')) {
+            const jsonStr = line.slice(6)
+            if (jsonStr && jsonStr !== '[DONE]') {
+              try {
+                events.push({ type: 'data', data: JSON.parse(jsonStr) })
+              } catch (e) {
+                events.push({ type: 'invalid', raw: jsonStr, error: e })
+              }
+            } else if (jsonStr === '[DONE]') {
+              events.push({ type: 'done' })
+            }
+          } else if (line.startsWith('event: ')) {
+            events.push({ type: 'event', name: line.slice(7).trim() })
+          }
+        }
+      }
+    }
+
+    return events
+  }
+
+  /**
+   * 获取剩余的 buffer 内容
+   * @returns {string}
+   */
+  getRemaining() {
+    return this.buffer
+  }
+
+  /**
+   * 重置解析器
+   */
+  reset() {
+    this.buffer = ''
+  }
+}
+
+module.exports = {
+  parseSSELine,
+  IncrementalSSEParser
 }

src/utils/testPayloadHelper.js

@@ -24,9 +24,12 @@ function generateSessionString() {
  * @param {string} model - 模型名称
  * @param {object} options - 可选配置
  * @param {boolean} options.stream - 是否流式（默认false）
+ * @param {string} options.prompt - 自定义提示词（默认 'hi'）
+ * @param {number} options.maxTokens - 最大输出 token（默认 1000）
  * @returns {object} 测试请求体
  */
 function createClaudeTestPayload(model = 'claude-sonnet-4-5-20250929', options = {}) {
+  const { stream, prompt = 'hi', maxTokens = 1000 } = options
   const payload = {
     model,
     messages: [
@@ -35,7 +38,7 @@ function createClaudeTestPayload(model = 'claude-sonnet-4-5-20250929', options =
         content: [
           {
             type: 'text',
-            text: 'hi',
+            text: prompt,
             cache_control: {
               type: 'ephemeral'
             }
@@ -55,11 +58,11 @@ function createClaudeTestPayload(model = 'claude-sonnet-4-5-20250929', options =
     metadata: {
       user_id: generateSessionString()
     },
-    max_tokens: 21333,
+    max_tokens: maxTokens,
     temperature: 1
   }
 
-  if (options.stream) {
+  if (stream) {
     payload.stream = true
   }
 
@@ -234,9 +237,58 @@ async function sendStreamTestRequest(options) {
   }
 }
 
+/**
+ * 生成 Gemini 测试请求体
+ * @param {string} model - 模型名称
+ * @param {object} options - 可选配置
+ * @param {string} options.prompt - 自定义提示词（默认 'hi'）
+ * @param {number} options.maxTokens - 最大输出 token（默认 100）
+ * @returns {object} 测试请求体
+ */
+function createGeminiTestPayload(_model = 'gemini-2.5-pro', options = {}) {
+  const { prompt = 'hi', maxTokens = 100 } = options
+  return {
+    contents: [
+      {
+        role: 'user',
+        parts: [{ text: prompt }]
+      }
+    ],
+    generationConfig: {
+      maxOutputTokens: maxTokens,
+      temperature: 1
+    }
+  }
+}
+
+/**
+ * 生成 OpenAI Responses 测试请求体
+ * @param {string} model - 模型名称
+ * @param {object} options - 可选配置
+ * @param {string} options.prompt - 自定义提示词（默认 'hi'）
+ * @param {number} options.maxTokens - 最大输出 token（默认 100）
+ * @returns {object} 测试请求体
+ */
+function createOpenAITestPayload(model = 'gpt-5', options = {}) {
+  const { prompt = 'hi', maxTokens = 100 } = options
+  return {
+    model,
+    input: [
+      {
+        role: 'user',
+        content: prompt
+      }
+    ],
+    max_output_tokens: maxTokens,
+    stream: true
+  }
+}
+
 module.exports = {
   randomHex,
   generateSessionString,
   createClaudeTestPayload,
+  createGeminiTestPayload,
+  createOpenAITestPayload,
   sendStreamTestRequest
 }

src/utils/workosOAuthHelper.js

@@ -61,7 +61,7 @@ async function startDeviceAuthorization(proxyConfig = null) {
       throw new Error('WorkOS 返回数据缺少必要字段 (device_code / verification_uri)')
     }
 
-    logger.success('✅ 成功获取 WorkOS 设备码授权信息', {
+    logger.success('成功获取 WorkOS 设备码授权信息', {
       verificationUri: data.verification_uri,
       userCode: data.user_code
     })

web/admin-spa/index.html

@@ -5,20 +5,6 @@
   <meta charset="UTF-8">
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   <title>Claude Relay Service - 管理后台</title>
-
-  <!-- Google Fonts -->
-  <link rel="preconnect" href="https://fonts.googleapis.com">
-  <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
-  <link href="https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&display=swap" rel="stylesheet">
-
-  <!-- Font Awesome -->
-  <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css">
-
-  <!-- 预连接到CDN域名，加速资源加载 -->
-  <link rel="preconnect" href="https://cdn.jsdelivr.net" crossorigin>
-  <link rel="preconnect" href="https://cdnjs.cloudflare.com" crossorigin>
-  <link rel="dns-prefetch" href="https://cdn.jsdelivr.net">
-  <link rel="dns-prefetch" href="https://cdnjs.cloudflare.com">
 </head>
 
 <body>

web/admin-spa/package-lock.json

@@ -1157,7 +1157,6 @@
       "resolved": "https://registry.npmmirror.com/@types/lodash-es/-/lodash-es-4.17.12.tgz",
       "integrity": "sha512-0NgftHUcV4v34VhXm8QBSftKVXtbkBG3ViCjs6+eJ5a6y6Mi/jiFGPc1sC7QK+9BFhWrURE3EOggmWaSxL9OzQ==",
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@types/lodash": "*"
       }
@@ -1352,7 +1351,6 @@
       "integrity": "sha512-NZyJarBfL7nWwIq+FDL6Zp/yHEhePMNnnJ0y3qfieCrmNvYct8uvtiV41UvlSe6apAfk0fY1FbWx+NwfmpvtTg==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "bin": {
         "acorn": "bin/acorn"
       },
@@ -1589,7 +1587,6 @@
         }
       ],
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "caniuse-lite": "^1.0.30001726",
         "electron-to-chromium": "^1.5.173",
@@ -3063,15 +3060,13 @@
       "version": "4.17.21",
       "resolved": "https://registry.npmmirror.com/lodash/-/lodash-4.17.21.tgz",
       "integrity": "sha512-v2kDEe57lecTulaDIuNTPy3Ry4gLGJ6Z1O3vE1krgXZNrsQ+LFTGHVxVjcXPs17LhbZVGedAJv8XZ1tvj5FvSg==",
-      "license": "MIT",
-      "peer": true
+      "license": "MIT"
     },
     "node_modules/lodash-es": {
       "version": "4.17.21",
       "resolved": "https://registry.npmmirror.com/lodash-es/-/lodash-es-4.17.21.tgz",
       "integrity": "sha512-mKnC+QJ9pWVzv+C4/U3rRsHapFfHvQFoFB92e52xeyGMcX6/OlIl78je1u8vePzYZSkkogMPJ2yjxxsb89cxyw==",
-      "license": "MIT",
-      "peer": true
+      "license": "MIT"
     },
     "node_modules/lodash-unified": {
       "version": "1.0.3",
@@ -3623,7 +3618,6 @@
         }
       ],
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "nanoid": "^3.3.11",
         "picocolors": "^1.1.1",
@@ -3770,7 +3764,6 @@
       "integrity": "sha512-I7AIg5boAr5R0FFtJ6rCfD+LFsWHp81dolrFD8S79U9tb8Az2nGrJncnMSnys+bpQJfRUzqs9hnA81OAA3hCuQ==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "bin": {
         "prettier": "bin/prettier.cjs"
       },
@@ -4035,7 +4028,6 @@
       "integrity": "sha512-33xGNBsDJAkzt0PvninskHlWnTIPgDtTwhg0U38CUoNP/7H6wI2Cz6dUeoNPbjdTdsYTGuiFFASuUOWovH0SyQ==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@types/estree": "1.0.8"
       },
@@ -4533,7 +4525,6 @@
       "integrity": "sha512-5gTmgEY/sqK6gFXLIsQNH19lWb4ebPDLA4SdLP7dsWkIXHWlG66oPuVvXSGFPppYZz8ZDZq0dYYrbHfBCVUb1Q==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "engines": {
         "node": ">=12"
       },
@@ -4924,7 +4915,6 @@
       "integrity": "sha512-qO3aKv3HoQC8QKiNSTuUM1l9o/XX3+c+VTgLHbJWHZGeTPVAg2XwazI9UWzoxjIJCGCV2zU60uqMzjeLZuULqA==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "esbuild": "^0.21.3",
         "postcss": "^8.4.43",
@@ -5125,7 +5115,6 @@
       "resolved": "https://registry.npmmirror.com/vue/-/vue-3.5.18.tgz",
       "integrity": "sha512-7W4Y4ZbMiQ3SEo+m9lnoNpV9xG7QVMLa+/0RFwwiAVkeYoyGXqWE85jabU4pllJNUzqfLShJ5YLptewhCWUgNA==",
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@vue/compiler-dom": "3.5.18",
         "@vue/compiler-sfc": "3.5.18",

web/admin-spa/src/App.vue

@@ -4,7 +4,6 @@
 
     <!-- 全局组件 -->
     <ToastNotification ref="toastRef" />
-    <ConfirmDialog ref="confirmRef" />
   </div>
 </template>
 
@@ -13,12 +12,10 @@ import { onMounted, ref } from 'vue'
 import { useAuthStore } from '@/stores/auth'
 import { useThemeStore } from '@/stores/theme'
 import ToastNotification from '@/components/common/ToastNotification.vue'
-import ConfirmDialog from '@/components/common/ConfirmDialog.vue'
 
 const authStore = useAuthStore()
 const themeStore = useThemeStore()
 const toastRef = ref()
-const confirmRef = ref()
 
 onMounted(() => {
   // 初始化主题

web/admin-spa/src/assets/fonts/inter/inter.css

@@ -0,0 +1,46 @@
+/* Inter 字体本地化 - 仅包含项目使用的字重 (300, 400, 500, 600, 700) */
+
+/* Inter Light - 300 */
+@font-face {
+  font-family: 'Inter';
+  font-style: normal;
+  font-weight: 300;
+  font-display: swap;
+  src: url('./Inter-Light.woff2') format('woff2');
+}
+
+/* Inter Regular - 400 */
+@font-face {
+  font-family: 'Inter';
+  font-style: normal;
+  font-weight: 400;
+  font-display: swap;
+  src: url('./Inter-Regular.woff2') format('woff2');
+}
+
+/* Inter Medium - 500 */
+@font-face {
+  font-family: 'Inter';
+  font-style: normal;
+  font-weight: 500;
+  font-display: swap;
+  src: url('./Inter-Medium.woff2') format('woff2');
+}
+
+/* Inter SemiBold - 600 */
+@font-face {
+  font-family: 'Inter';
+  font-style: normal;
+  font-weight: 600;
+  font-display: swap;
+  src: url('./Inter-SemiBold.woff2') format('woff2');
+}
+
+/* Inter Bold - 700 */
+@font-face {
+  font-family: 'Inter';
+  font-style: normal;
+  font-weight: 700;
+  font-display: swap;
+  src: url('./Inter-Bold.woff2') format('woff2');
+}

web/admin-spa/src/assets/styles/components.css

@@ -49,8 +49,8 @@
   background: linear-gradient(135deg, var(--primary-color) 0%, var(--secondary-color) 100%);
   color: white;
   box-shadow:
-    0 10px 15px -3px rgba(102, 126, 234, 0.3),
-    0 4px 6px -2px rgba(102, 126, 234, 0.05);
+    0 10px 15px -3px rgba(var(--primary-rgb), 0.3),
+    0 4px 6px -2px rgba(var(--primary-rgb), 0.05);
   transform: translateY(-1px);
 }
 
@@ -87,18 +87,6 @@
   transition: all 0.3s ease;
 }
 
-.stat-card::before {
-  content: '';
-  position: absolute;
-  top: -50%;
-  left: -50%;
-  width: 200%;
-  height: 200%;
-  background: radial-gradient(circle, rgba(255, 255, 255, 0.1) 0%, transparent 70%);
-  opacity: 0;
-  transition: opacity 0.3s ease;
-}
-
 .stat-card:hover {
   transform: translateY(-4px);
   box-shadow:
@@ -106,10 +94,6 @@
     0 10px 10px -5px rgba(0, 0, 0, 0.04);
 }
 
-.stat-card:hover::before {
-  opacity: 1;
-}
-
 .stat-icon {
   width: 56px;
   height: 56px;
@@ -160,15 +144,15 @@
   background: linear-gradient(135deg, var(--primary-color) 0%, var(--secondary-color) 100%);
   color: white;
   box-shadow:
-    0 10px 15px -3px rgba(102, 126, 234, 0.3),
-    0 4px 6px -2px rgba(102, 126, 234, 0.05);
+    0 10px 15px -3px rgba(var(--primary-rgb), 0.3),
+    0 4px 6px -2px rgba(var(--primary-rgb), 0.05);
 }
 
 .btn-primary:hover {
   transform: translateY(-1px);
   box-shadow:
-    0 20px 25px -5px rgba(102, 126, 234, 0.3),
-    0 10px 10px -5px rgba(102, 126, 234, 0.1);
+    0 20px 25px -5px rgba(var(--primary-rgb), 0.3),
+    0 10px 10px -5px rgba(var(--primary-rgb), 0.1);
 }
 
 .btn-success {
@@ -202,7 +186,7 @@
 }
 
 .btn-secondary {
-  background: linear-gradient(135deg, #6b7280 0%, #4b5563 100%);
+  background: linear-gradient(135deg, var(--text-secondary) 0%, var(--bg-gradient-end) 100%);
   color: white;
   box-shadow:
     0 10px 15px -3px rgba(107, 114, 128, 0.3),
@@ -231,7 +215,7 @@
   outline: none;
   border-color: var(--primary-color);
   box-shadow:
-    0 0 0 3px rgba(102, 126, 234, 0.1),
+    0 0 0 3px rgba(var(--primary-rgb), 0.1),
     0 10px 15px -3px rgba(0, 0, 0, 0.1);
   background: rgba(255, 255, 255, 0.95);
 }
@@ -251,7 +235,7 @@
 }
 
 .table-row:hover {
-  background: rgba(102, 126, 234, 0.05);
+  background: rgba(var(--primary-rgb), 0.05);
   transform: scale(1.005);
 }
 
@@ -276,8 +260,8 @@
 }
 
 .dark .modal-content {
-  background: rgba(17, 24, 39, 0.95);
-  border: 1px solid rgba(75, 85, 99, 0.3);
+  background: var(--glass-strong-color);
+  border: 1px solid var(--border-color);
   box-shadow:
     0 10px 25px -5px rgba(0, 0, 0, 0.3),
     0 0 0 1px rgba(255, 255, 255, 0.05);
@@ -419,8 +403,8 @@
   /* 玻璃态容器 */
   .glass,
   .glass-strong {
-    margin: 16px;
-    border-radius: 20px;
+    margin: 0;
+    border-radius: 16px;
   }
 
   /* 统计卡片 */

web/admin-spa/src/assets/styles/global.css

@@ -47,6 +47,70 @@
   --table-hover: rgba(129, 140, 248, 0.1);
 }
 
+/* 覆盖 Tailwind v3 的暗黑模式背景色使用主题色 */
+.dark .bg-gray-800,
+.dark\:bg-gray-800:is(.dark *) {
+  background-color: var(--glass-strong-color) !important;
+}
+
+.dark .bg-gray-700,
+.dark\:bg-gray-700:is(.dark *) {
+  background-color: var(--bg-gradient-mid) !important;
+}
+
+.dark .bg-gray-900,
+.dark\:bg-gray-900:is(.dark *) {
+  background-color: var(--bg-gradient-start) !important;
+}
+
+/* 覆盖带透明度的背景色 */
+.dark\:bg-gray-800\/40:is(.dark *) {
+  background-color: color-mix(in srgb, var(--glass-strong-color) 40%, transparent) !important;
+}
+
+.dark\:bg-gray-700\/30:is(.dark *) {
+  background-color: color-mix(in srgb, var(--bg-gradient-mid) 30%, transparent) !important;
+}
+
+/* 覆盖 Tailwind v3 的暗黑模式渐变色 */
+.dark\:from-gray-700:is(.dark *) {
+  --tw-gradient-from: var(--bg-gradient-mid) !important;
+  --tw-gradient-to: var(--bg-gradient-mid) !important;
+  --tw-gradient-stops: var(--tw-gradient-from), var(--tw-gradient-to) !important;
+}
+
+.dark\:to-gray-800\/90:is(.dark *) {
+  --tw-gradient-to: var(--glass-strong-color) !important;
+}
+
+/* 覆盖 Tailwind v3 的暗黑模式悬停背景色 */
+.dark\:hover\:bg-gray-600:is(.dark *):hover {
+  background-color: var(--bg-gradient-end) !important;
+}
+
+.dark\:hover\:bg-gray-700:is(.dark *):hover {
+  background-color: var(--bg-gradient-mid) !important;
+}
+
+.dark\:hover\:bg-gray-500:is(.dark *):hover {
+  background-color: var(--text-secondary) !important;
+}
+
+.dark .border-gray-700,
+.dark\:border-gray-700:is(.dark *) {
+  border-color: var(--border-color) !important;
+}
+
+.dark .border-gray-600,
+.dark\:border-gray-600:is(.dark *) {
+  border-color: var(--border-color) !important;
+}
+
+/* 覆盖悬停边框色 */
+.dark\:hover\:border-gray-500:is(.dark *):hover {
+  border-color: var(--border-color) !important;
+}
+
 /* 优化后的transition - 避免布局跳动 */
 button,
 input,
@@ -99,9 +163,9 @@ body::before {
   right: 0;
   bottom: 0;
   background:
-    radial-gradient(circle at 20% 80%, rgba(240, 147, 251, 0.2) 0%, transparent 50%),
-    radial-gradient(circle at 80% 20%, rgba(102, 126, 234, 0.2) 0%, transparent 50%),
-    radial-gradient(circle at 40% 40%, rgba(118, 75, 162, 0.1) 0%, transparent 50%);
+    radial-gradient(circle at 20% 80%, rgba(var(--accent-rgb), 0.2) 0%, transparent 50%),
+    radial-gradient(circle at 80% 20%, rgba(var(--primary-rgb), 0.2) 0%, transparent 50%),
+    radial-gradient(circle at 40% 40%, rgba(var(--secondary-rgb), 0.1) 0%, transparent 50%);
   pointer-events: none;
   z-index: -1;
 }
@@ -174,8 +238,8 @@ body::before {
   background: linear-gradient(135deg, var(--primary-color) 0%, var(--secondary-color) 100%);
   color: white;
   box-shadow:
-    0 10px 15px -3px rgba(102, 126, 234, 0.3),
-    0 4px 6px -2px rgba(102, 126, 234, 0.05);
+    0 10px 15px -3px rgba(var(--primary-rgb), 0.3),
+    0 4px 6px -2px rgba(var(--primary-rgb), 0.05);
   transform: translateY(-1px);
 }
 
@@ -215,15 +279,15 @@ body::before {
   background: linear-gradient(135deg, var(--primary-color) 0%, var(--secondary-color) 100%);
   color: white;
   box-shadow:
-    0 10px 15px -3px rgba(102, 126, 234, 0.3),
-    0 4px 6px -2px rgba(102, 126, 234, 0.05);
+    0 10px 15px -3px rgba(var(--primary-rgb), 0.3),
+    0 4px 6px -2px rgba(var(--primary-rgb), 0.05);
 }
 
 .btn-primary:hover {
   transform: translateY(-1px);
   box-shadow:
-    0 20px 25px -5px rgba(102, 126, 234, 0.3),
-    0 10px 10px -5px rgba(102, 126, 234, 0.1);
+    0 20px 25px -5px rgba(var(--primary-rgb), 0.3),
+    0 10px 10px -5px rgba(var(--primary-rgb), 0.1);
 }
 
 .btn-success {
@@ -275,7 +339,7 @@ body::before {
   outline: none;
   border-color: var(--primary-color);
   box-shadow:
-    0 0 0 3px rgba(102, 126, 234, 0.1),
+    0 0 0 3px rgba(var(--primary-rgb), 0.1),
     0 10px 15px -3px rgba(0, 0, 0, 0.1);
   background: rgba(255, 255, 255, 0.95);
   color: #1f2937;
@@ -283,9 +347,9 @@ body::before {
 
 .dark .form-input:focus {
   box-shadow:
-    0 0 0 3px rgba(129, 140, 248, 0.2),
+    0 0 0 3px rgba(var(--primary-rgb), 0.2),
     0 10px 15px -3px rgba(0, 0, 0, 0.2);
-  background: rgba(17, 24, 39, 0.95);
+  background: var(--glass-strong-color);
   color: #f3f4f6;
 }
 
@@ -332,19 +396,7 @@ body::before {
 }
 
 .dark .stat-card {
-  background: linear-gradient(135deg, rgba(31, 41, 55, 0.95) 0%, rgba(17, 24, 39, 0.8) 100%);
-}
-
-.stat-card::before {
-  content: '';
-  position: absolute;
-  top: -50%;
-  left: -50%;
-  width: 200%;
-  height: 200%;
-  background: radial-gradient(circle, rgba(255, 255, 255, 0.1) 0%, transparent 70%);
-  opacity: 0;
-  transition: opacity 0.3s ease;
+  background: linear-gradient(135deg, var(--glass-strong-color) 0%, var(--bg-gradient-start) 100%);
 }
 
 .stat-card:hover {
@@ -354,10 +406,6 @@ body::before {
     0 10px 10px -5px rgba(0, 0, 0, 0.04);
 }
 
-.stat-card:hover::before {
-  opacity: 1;
-}
-
 .stat-icon {
   width: 56px;
   height: 56px;
@@ -407,15 +455,15 @@ body::before {
   background: linear-gradient(135deg, var(--primary-color) 0%, var(--secondary-color) 100%);
   color: white;
   box-shadow:
-    0 10px 15px -3px rgba(102, 126, 234, 0.3),
-    0 4px 6px -2px rgba(102, 126, 234, 0.05);
+    0 10px 15px -3px rgba(var(--primary-rgb), 0.3),
+    0 4px 6px -2px rgba(var(--primary-rgb), 0.05);
 }
 
 .btn-primary:hover {
   transform: translateY(-1px);
   box-shadow:
-    0 20px 25px -5px rgba(102, 126, 234, 0.3),
-    0 10px 10px -5px rgba(102, 126, 234, 0.1);
+    0 20px 25px -5px rgba(var(--primary-rgb), 0.3),
+    0 10px 10px -5px rgba(var(--primary-rgb), 0.1);
 }
 
 .btn-success {
@@ -466,7 +514,7 @@ body::before {
   outline: none;
   border-color: var(--primary-color);
   box-shadow:
-    0 0 0 3px rgba(102, 126, 234, 0.1),
+    0 0 0 3px rgba(var(--primary-rgb), 0.1),
     0 10px 15px -3px rgba(0, 0, 0, 0.1);
   background: rgba(255, 255, 255, 0.95);
   color: #1f2937;
@@ -474,9 +522,9 @@ body::before {
 
 .dark .form-input:focus {
   box-shadow:
-    0 0 0 3px rgba(129, 140, 248, 0.2),
+    0 0 0 3px rgba(var(--primary-rgb), 0.2),
     0 10px 15px -3px rgba(0, 0, 0, 0.2);
-  background: rgba(17, 24, 39, 0.95);
+  background: var(--glass-strong-color);
   color: #f3f4f6;
 }
 
@@ -527,8 +575,8 @@ body::before {
 }
 
 .dark .modal-content {
-  background: #1f2937;
-  border: 1px solid rgba(75, 85, 99, 0.5);
+  background: var(--bg-gradient-start);
+  border: 1px solid var(--border-color);
   box-shadow:
     0 25px 50px -12px rgba(0, 0, 0, 0.6),
     0 0 0 1px rgba(255, 255, 255, 0.02);
@@ -633,11 +681,11 @@ body::before {
 /* 自定义滚动条样式 */
 .custom-scrollbar {
   scrollbar-width: thin;
-  scrollbar-color: rgba(102, 126, 234, 0.3) rgba(102, 126, 234, 0.05);
+  scrollbar-color: rgba(var(--primary-rgb), 0.3) rgba(var(--primary-rgb), 0.05);
 }
 
 .dark .custom-scrollbar {
-  scrollbar-color: rgba(129, 140, 248, 0.3) rgba(129, 140, 248, 0.05);
+  scrollbar-color: rgba(var(--primary-rgb), 0.3) rgba(var(--primary-rgb), 0.05);
 }
 
 .custom-scrollbar::-webkit-scrollbar {
@@ -646,38 +694,62 @@ body::before {
 }
 
 .custom-scrollbar::-webkit-scrollbar-track {
-  background: rgba(102, 126, 234, 0.05);
+  background: rgba(var(--primary-rgb), 0.05);
   border-radius: 10px;
 }
 
 .dark .custom-scrollbar::-webkit-scrollbar-track {
-  background: rgba(129, 140, 248, 0.05);
+  background: rgba(var(--primary-rgb), 0.05);
 }
 
 .custom-scrollbar::-webkit-scrollbar-thumb {
-  background: linear-gradient(135deg, rgba(102, 126, 234, 0.4) 0%, rgba(118, 75, 162, 0.4) 100%);
+  background: linear-gradient(
+    135deg,
+    rgba(var(--primary-rgb), 0.4) 0%,
+    rgba(var(--secondary-rgb), 0.4) 100%
+  );
   border-radius: 10px;
   transition: background 0.3s ease;
 }
 
 .dark .custom-scrollbar::-webkit-scrollbar-thumb {
-  background: linear-gradient(135deg, rgba(129, 140, 248, 0.4) 0%, rgba(167, 139, 250, 0.4) 100%);
+  background: linear-gradient(
+    135deg,
+    rgba(var(--primary-rgb), 0.4) 0%,
+    rgba(var(--secondary-rgb), 0.4) 100%
+  );
 }
 
 .custom-scrollbar::-webkit-scrollbar-thumb:hover {
-  background: linear-gradient(135deg, rgba(102, 126, 234, 0.6) 0%, rgba(118, 75, 162, 0.6) 100%);
+  background: linear-gradient(
+    135deg,
+    rgba(var(--primary-rgb), 0.6) 0%,
+    rgba(var(--secondary-rgb), 0.6) 100%
+  );
 }
 
 .dark .custom-scrollbar::-webkit-scrollbar-thumb:hover {
-  background: linear-gradient(135deg, rgba(129, 140, 248, 0.6) 0%, rgba(167, 139, 250, 0.6) 100%);
+  background: linear-gradient(
+    135deg,
+    rgba(var(--primary-rgb), 0.6) 0%,
+    rgba(var(--secondary-rgb), 0.6) 100%
+  );
 }
 
 .custom-scrollbar::-webkit-scrollbar-thumb:active {
-  background: linear-gradient(135deg, rgba(102, 126, 234, 0.8) 0%, rgba(118, 75, 162, 0.8) 100%);
+  background: linear-gradient(
+    135deg,
+    rgba(var(--primary-rgb), 0.8) 0%,
+    rgba(var(--secondary-rgb), 0.8) 100%
+  );
 }
 
 .dark .custom-scrollbar::-webkit-scrollbar-thumb:active {
-  background: linear-gradient(135deg, rgba(129, 140, 248, 0.8) 0%, rgba(167, 139, 250, 0.8) 100%);
+  background: linear-gradient(
+    135deg,
+    rgba(var(--primary-rgb), 0.8) 0%,
+    rgba(var(--secondary-rgb), 0.8) 100%
+  );
 }
 
 /* 弹窗滚动内容样式 */
@@ -690,8 +762,8 @@ body::before {
 @media (max-width: 768px) {
   .glass,
   .glass-strong {
-    margin: 16px;
-    border-radius: 20px;
+    margin: 0;
+    border-radius: 16px;
   }
 
   .stat-card {

web/admin-spa/src/assets/styles/main.css

@@ -36,9 +36,9 @@ body::before {
   right: 0;
   bottom: 0;
   background:
-    radial-gradient(circle at 20% 80%, rgba(240, 147, 251, 0.2) 0%, transparent 50%),
-    radial-gradient(circle at 80% 20%, rgba(102, 126, 234, 0.2) 0%, transparent 50%),
-    radial-gradient(circle at 40% 40%, rgba(118, 75, 162, 0.1) 0%, transparent 50%);
+    radial-gradient(circle at 20% 80%, rgba(var(--accent-rgb), 0.2) 0%, transparent 50%),
+    radial-gradient(circle at 80% 20%, rgba(var(--primary-rgb), 0.2) 0%, transparent 50%),
+    radial-gradient(circle at 40% 40%, rgba(var(--secondary-rgb), 0.1) 0%, transparent 50%);
   pointer-events: none;
   z-index: -1;
 }
@@ -80,7 +80,7 @@ h6 {
 /* 自定义滚动条样式 */
 .custom-scrollbar {
   scrollbar-width: thin;
-  scrollbar-color: rgba(102, 126, 234, 0.3) rgba(102, 126, 234, 0.05);
+  scrollbar-color: rgba(var(--primary-rgb), 0.3) rgba(var(--primary-rgb), 0.05);
 }
 
 .custom-scrollbar::-webkit-scrollbar {
@@ -89,22 +89,34 @@ h6 {
 }
 
 .custom-scrollbar::-webkit-scrollbar-track {
-  background: rgba(102, 126, 234, 0.05);
+  background: rgba(var(--primary-rgb), 0.05);
   border-radius: 10px;
 }
 
 .custom-scrollbar::-webkit-scrollbar-thumb {
-  background: linear-gradient(135deg, rgba(102, 126, 234, 0.4) 0%, rgba(118, 75, 162, 0.4) 100%);
+  background: linear-gradient(
+    135deg,
+    rgba(var(--primary-rgb), 0.4) 0%,
+    rgba(var(--secondary-rgb), 0.4) 100%
+  );
   border-radius: 10px;
   transition: background 0.3s ease;
 }
 
 .custom-scrollbar::-webkit-scrollbar-thumb:hover {
-  background: linear-gradient(135deg, rgba(102, 126, 234, 0.6) 0%, rgba(118, 75, 162, 0.6) 100%);
+  background: linear-gradient(
+    135deg,
+    rgba(var(--primary-rgb), 0.6) 0%,
+    rgba(var(--secondary-rgb), 0.6) 100%
+  );
 }
 
 .custom-scrollbar::-webkit-scrollbar-thumb:active {
-  background: linear-gradient(135deg, rgba(102, 126, 234, 0.8) 0%, rgba(118, 75, 162, 0.8) 100%);
+  background: linear-gradient(
+    135deg,
+    rgba(var(--primary-rgb), 0.8) 0%,
+    rgba(var(--secondary-rgb), 0.8) 100%
+  );
 }
 
 /* Vue过渡动画 */
@@ -137,8 +149,8 @@ h6 {
 @media (max-width: 768px) {
   .glass,
   .glass-strong {
-    margin: 16px;
-    border-radius: 20px;
+    margin: 0;
+    border-radius: 16px;
   }
 
   .stat-card {

web/admin-spa/src/components/accounts/AccountBalanceScriptModal.vue

@@ -125,8 +125,13 @@
 
 <script setup>
 import { reactive, ref, watch } from 'vue'
-import { apiClient } from '@/config/api'
-import { showToast } from '@/utils/toast'
+
+import {
+  getAccountBalanceScriptApi,
+  updateAccountBalanceScriptApi,
+  testAccountBalanceScriptApi
+} from '@/utils/http_apis'
+import { showToast } from '@/utils/tools'
 
 const props = defineProps({
   show: { type: Boolean, default: false },
@@ -200,55 +205,41 @@ const resetForm = () => {
 
 const loadConfig = async () => {
   if (!props.account?.id || !props.account?.platform) return
-  try {
-    const res = await apiClient.get(
-      `/admin/accounts/${props.account.id}/balance/script?platform=${props.account.platform}`
-    )
+  const res = await getAccountBalanceScriptApi(props.account.id, props.account.platform)
   if (res?.success && res.data) {
     Object.assign(form, res.data)
   }
-  } catch (error) {
-    showToast('加载脚本配置失败', 'error')
-  }
 }
 
 const saveConfig = async () => {
   if (!props.account?.id || !props.account?.platform) return
   saving.value = true
-  try {
-    await apiClient.put(
-      `/admin/accounts/${props.account.id}/balance/script?platform=${props.account.platform}`,
-      { ...form }
-    )
+  const res = await updateAccountBalanceScriptApi(props.account.id, props.account.platform, {
+    ...form
+  })
+  if (res?.success) {
     showToast('已保存', 'success')
     emit('saved')
-  } catch (error) {
-    showToast(error.message || '保存失败', 'error')
-  } finally {
-    saving.value = false
+  } else {
+    showToast(res?.message || '保存失败', 'error')
   }
+  saving.value = false
 }
 
 const testScript = async () => {
   if (!props.account?.id || !props.account?.platform) return
   testing.value = true
   testResult.value = null
-  try {
-    const res = await apiClient.post(
-      `/admin/accounts/${props.account.id}/balance/script/test?platform=${props.account.platform}`,
-      { ...form }
-    )
+  const res = await testAccountBalanceScriptApi(props.account.id, props.account.platform, {
+    ...form
+  })
   if (res?.success) {
     testResult.value = res.data
     showToast('测试完成', 'success')
   } else {
     showToast(res?.error || '测试失败', 'error')
   }
-  } catch (error) {
-    showToast(error.message || '测试失败', 'error')
-  } finally {
   testing.value = false
-  }
 }
 
 const applyPreset = () => {

web/admin-spa/src/components/accounts/AccountForm.vue

@@ -3978,10 +3978,10 @@
 
 <script setup>
 import { ref, computed, watch, onMounted } from 'vue'
-import { showToast } from '@/utils/toast'
-import { apiClient } from '@/config/api'
+import { showToast } from '@/utils/tools'
+
+import * as httpApis from '@/utils/http_apis'
 import { useAccountsStore } from '@/stores/accounts'
-import { useConfirm } from '@/composables/useConfirm'
 import ProxyConfig from './ProxyConfig.vue'
 import OAuthFlow from './OAuthFlow.vue'
 import ConfirmModal from '@/components/common/ConfirmModal.vue'
@@ -3998,7 +3998,28 @@ const props = defineProps({
 const emit = defineEmits(['close', 'success', 'platform-changed'])
 
 const accountsStore = useAccountsStore()
-const { showConfirmModal, confirmOptions, showConfirm, handleConfirm, handleCancel } = useConfirm()
+
+// 确认弹窗状态
+const showConfirmModal = ref(false)
+const confirmOptions = ref({ title: '', message: '', confirmText: '继续', cancelText: '取消' })
+let confirmResolve = null
+const showConfirm = (title, message, confirmText = '继续', cancelText = '取消') => {
+  return new Promise((resolve) => {
+    confirmOptions.value = { title, message, confirmText, cancelText }
+    confirmResolve = resolve
+    showConfirmModal.value = true
+  })
+}
+const handleConfirm = () => {
+  showConfirmModal.value = false
+  confirmResolve?.(true)
+  confirmResolve = null
+}
+const handleCancel = () => {
+  showConfirmModal.value = false
+  confirmResolve?.(false)
+  confirmResolve = null
+}
 
 // 是否为编辑模式
 const isEdit = computed(() => !!props.account)
@@ -4287,20 +4308,20 @@ const allowedModels = ref([
   'claude-3-5-haiku-20241022'
 ]) // 白名单模式下选中的模型列表
 
-// 常用模型列表
-const commonModels = [
-  { value: 'claude-opus-4-5-20251101', label: 'Claude Opus 4.5', color: 'blue' },
-  { value: 'claude-sonnet-4-20250514', label: 'Claude Sonnet 4', color: 'blue' },
-  { value: 'claude-sonnet-4-5-20250929', label: 'Claude Sonnet 4.5', color: 'indigo' },
-  { value: 'claude-3-5-haiku-20241022', label: 'Claude 3.5 Haiku', color: 'green' },
-  { value: 'claude-haiku-4-5-20251001', label: 'Claude Haiku 4.5', color: 'emerald' },
-  { value: 'claude-opus-4-20250514', label: 'Claude Opus 4', color: 'purple' },
-  { value: 'claude-opus-4-1-20250805', label: 'Claude Opus 4.1', color: 'purple' },
-  { value: 'deepseek-chat', label: 'DeepSeek Chat', color: 'cyan' },
-  { value: 'Qwen', label: 'Qwen', color: 'orange' },
-  { value: 'Kimi', label: 'Kimi', color: 'pink' },
-  { value: 'GLM', label: 'GLM', color: 'teal' }
-]
+// 常用模型列表（从 API 获取）
+const commonModels = ref([])
+
+// 加载模型列表
+const loadCommonModels = async () => {
+  try {
+    const result = await httpApis.getModelsApi()
+    if (result.success && result.data?.all) {
+      commonModels.value = result.data.all
+    }
+  } catch (error) {
+    console.error('Failed to load models:', error)
+  }
+}
 
 // 模型映射表数据
 const modelMappings = ref([])
@@ -4508,7 +4529,7 @@ const loadAccountUsage = async () => {
   if (!isEdit.value || !props.account?.id) return
 
   try {
-    const response = await apiClient.get(`/admin/claude-console-accounts/${props.account.id}/usage`)
+    const response = await httpApis.getClaudeConsoleAccountUsageApi(props.account.id)
     if (response) {
       // 更新表单中的使用量数据
       form.value.dailyUsage = response.dailyUsage || 0
@@ -5960,7 +5981,7 @@ const filteredGroups = computed(() => {
 const loadGroups = async () => {
   loadingGroups.value = true
   try {
-    const response = await apiClient.get('/admin/account-groups')
+    const response = await httpApis.getAccountGroupsApi()
     groups.value = response.data || []
   } catch (error) {
     showToast('加载分组列表失败', 'error')
@@ -6413,7 +6434,7 @@ watch(
             // 否则查找账户所属的分组
             const checkPromises = groups.value.map(async (group) => {
               try {
-                const response = await apiClient.get(`/admin/account-groups/${group.id}/members`)
+                const response = await httpApis.getAccountGroupMembersApi(group.id)
                 const members = response.data || []
                 if (members.some((m) => m.id === newAccount.id)) {
                   foundGroupIds.push(group.id)
@@ -6441,7 +6462,7 @@ watch(
 // 获取统一 User-Agent 信息
 const fetchUnifiedUserAgent = async () => {
   try {
-    const response = await apiClient.get('/admin/claude-code-version')
+    const response = await httpApis.getClaudeCodeVersionApi()
     if (response.success && response.userAgent) {
       unifiedUserAgent.value = response.userAgent
     } else {
@@ -6457,7 +6478,7 @@ const fetchUnifiedUserAgent = async () => {
 const clearUnifiedCache = async () => {
   clearingCache.value = true
   try {
-    const response = await apiClient.post('/admin/claude-code-version/clear')
+    const response = await httpApis.clearClaudeCodeVersionApi()
     if (response.success) {
       unifiedUserAgent.value = ''
       showToast('统一User-Agent缓存已清除', 'success')
@@ -6563,6 +6584,9 @@ onMounted(() => {
     initModelMappings()
   }
 
+  // 加载模型列表
+  loadCommonModels()
+
   // 获取Claude Code统一User-Agent信息
   fetchUnifiedUserAgent()
   // 如果是编辑模式且是Claude Console账户，加载使用情况