Merge remote-tracking branch 'origin/aether-rust-pioneer' into payment-billing-plans

# Conflicts:
#	crates/aether-data/src/lifecycle/bootstrap/postgres.rs
#	crates/aether-data/src/lifecycle/migrate/tests.rs

frontend/src/views/admin/ApiKeys.vue

@@ -317,6 +317,15 @@
                 </TableCell>
                 <TableCell class="py-4">
                   <div class="flex justify-center gap-1">
+                    <Button
+                      variant="ghost"
+                      size="icon"
+                      class="h-7 w-7"
+                      title="一键安装并配置 CLI"
+                      @click="openInstallDialog(apiKey)"
+                    >
+                      <Terminal class="h-3.5 w-3.5" />
+                    </Button>
                     <Button
                       variant="ghost"
                       size="icon"
@@ -533,6 +542,15 @@
                 </div>
 
                 <div class="grid grid-cols-2 gap-2 pt-0.5">
+                  <Button
+                    variant="outline"
+                    size="sm"
+                    class="h-8 text-xs"
+                    @click="openInstallDialog(apiKey)"
+                  >
+                    <Terminal class="mr-1.5 h-3.5 w-3.5" />
+                    安装
+                  </Button>
                   <Button
                     variant="outline"
                     size="sm"
@@ -652,6 +670,123 @@
       </template>
     </Dialog>
 
+    <!-- 一键安装并配置 CLI 对话框 -->
+    <Dialog
+      v-model="showInstallDialog"
+      size="lg"
+    >
+      <template #header>
+        <div class="border-b border-border px-6 py-4">
+          <div class="flex items-center gap-3">
+            <div class="flex h-9 w-9 items-center justify-center rounded-lg bg-primary/10 flex-shrink-0">
+              <Terminal class="h-5 w-5 text-primary" />
+            </div>
+            <div class="flex-1 min-w-0">
+              <h3 class="text-lg font-semibold text-foreground leading-tight">
+                一键安装并配置 CLI
+              </h3>
+              <p class="text-xs text-muted-foreground truncate">
+                当前密钥：{{ selectedInstallApiKey?.name || selectedInstallApiKey?.key_display || '未选择' }}
+              </p>
+            </div>
+          </div>
+        </div>
+      </template>
+
+      <div class="space-y-5">
+        <div class="rounded-lg border border-border/60 bg-muted/30 p-3 text-xs text-muted-foreground">
+          选择要配置的 CLI 和目标系统，Aether 会生成 15 分钟内有效的一次性 install code。页面命令不会包含原始 API Key。
+        </div>
+
+        <div class="space-y-2">
+          <Label class="text-sm font-semibold">目标 CLI</Label>
+          <div class="grid grid-cols-1 sm:grid-cols-3 gap-2">
+            <Button
+              v-for="option in installCliOptions"
+              :key="option.value"
+              :variant="installCli === option.value ? 'default' : 'outline'"
+              class="justify-start h-auto py-3"
+              @click="selectInstallCli(option.value)"
+            >
+              {{ option.label }}
+            </Button>
+          </div>
+        </div>
+
+        <div class="space-y-2">
+          <Label class="text-sm font-semibold">目标系统</Label>
+          <div class="grid grid-cols-1 sm:grid-cols-3 gap-2">
+            <Button
+              v-for="option in installSystemOptions"
+              :key="option.value"
+              :variant="installSystem === option.value ? 'default' : 'outline'"
+              class="justify-start h-auto py-3"
+              @click="selectInstallSystem(option.value)"
+            >
+              {{ option.label }}
+            </Button>
+          </div>
+        </div>
+
+        <div class="space-y-2">
+          <div class="flex items-center justify-between gap-2">
+            <Label class="text-sm font-semibold">复制到目标机器执行</Label>
+            <div class="flex items-center gap-2">
+              <Button
+                variant="outline"
+                size="sm"
+                class="gap-1.5"
+                :disabled="installLoading || !installCommand"
+                :title="installCopied ? '已复制' : '一键复制安装命令'"
+                @click="copyInstallCommand"
+              >
+                <CheckCircle
+                  v-if="installCopied"
+                  class="h-3.5 w-3.5 text-emerald-600 dark:text-emerald-400"
+                />
+                <Copy
+                  v-else
+                  class="h-3.5 w-3.5"
+                />
+                {{ installCopied ? '已复制' : '一键复制' }}
+              </Button>
+              <Button
+                variant="ghost"
+                size="sm"
+                :disabled="installLoading || !selectedInstallApiKey"
+                @click="refreshInstallCommand"
+              >
+                {{ installLoading ? '生成中...' : '重新生成' }}
+              </Button>
+            </div>
+          </div>
+          <div class="rounded-lg border border-border/60 bg-background overflow-hidden">
+            <pre class="max-h-32 overflow-x-auto whitespace-pre-wrap break-all p-3 text-xs font-mono">{{ installCommand || '正在生成短命令...' }}</pre>
+          </div>
+          <p class="text-xs text-muted-foreground">
+            {{ installCommandHint }}
+          </p>
+        </div>
+      </div>
+
+      <template #footer>
+        <Button
+          variant="outline"
+          class="h-10 px-5"
+          @click="showInstallDialog = false"
+        >
+          关闭
+        </Button>
+        <Button
+          class="h-10 px-5 shadow-lg shadow-primary/20"
+          :disabled="!installCommand || installLoading"
+          @click="copyInstallCommand"
+        >
+          {{ installCopied ? '已复制' : '复制命令' }}
+        </Button>
+      </template>
+    </Dialog>
+
     <WalletOpsDrawer
       :open="showWalletActionDrawer"
       :wallet="walletActionTarget?.wallet || null"
@@ -667,11 +802,12 @@
 </template>
 
 <script setup lang="ts">
-import { ref, computed, onMounted } from 'vue'
+import { ref, computed, onMounted, onBeforeUnmount, watch } from 'vue'
 import { useToast } from '@/composables/useToast'
 import { useConfirm } from '@/composables/useConfirm'
 import { useClipboard } from '@/composables/useClipboard'
 import { adminApi, type AdminApiKey, type CreateStandaloneApiKeyRequest } from '@/api/admin'
+import type { ApiKeyInstallSession, InstallSessionTargetSystem, InstallTargetCli } from '@/api/me'
 import type { AdminWallet } from '@/api/admin-wallets'
 import { walletStatusBadge, walletStatusLabel } from '@/utils/walletDisplay'
 import WalletOpsDrawer from '@/features/wallet/components/WalletOpsDrawer.vue'
@@ -710,7 +846,8 @@ import {
   Copy,
   CheckCircle,
   SquarePen,
-  Search
+  Search,
+  Terminal
 } from 'lucide-vue-next'
 
 import { StandaloneKeyFormDialog, type StandaloneKeyFormData } from '@/features/api-keys'
@@ -729,8 +866,16 @@ const total = ref(0)
 const currentPage = ref(1)
 const limit = ref(100)
 const showNewKeyDialog = ref(false)
+const showInstallDialog = ref(false)
 const newKeyValue = ref('')
 const keyInput = ref<HTMLInputElement>()
+const selectedInstallApiKey = ref<AdminApiKey | null>(null)
+const installCli = ref<InstallTargetCli>('claude_code')
+const installSystem = ref<InstallSessionTargetSystem>('linux')
+const installSession = ref<ApiKeyInstallSession | null>(null)
+const installLoading = ref(false)
+const installCopied = ref(false)
+let installCopiedResetTimer: ReturnType<typeof setTimeout> | null = null
 
 // 统一的表单对话框状态
 const showKeyFormDialog = ref(false)
@@ -750,6 +895,18 @@ const statusFilters = [
   { value: 'inactive' as const, label: '禁用' }
 ]
 
+const installCliOptions: Array<{ value: InstallTargetCli; label: string }> = [
+  { value: 'claude_code', label: 'Claude Code' },
+  { value: 'codex_cli', label: 'Codex CLI' },
+  { value: 'gemini_cli', label: 'Gemini CLI' }
+]
+
+const installSystemOptions: Array<{ value: InstallSessionTargetSystem; label: string }> = [
+  { value: 'macos', label: 'macOS' },
+  { value: 'linux', label: 'Linux' },
+  { value: 'windows', label: 'Windows' }
+]
+
 const balanceFilters = [
   { value: 'all' as const, label: '全部类型' },
   { value: 'limited' as const, label: '限额' },
@@ -760,6 +917,20 @@ const hasActiveFilters = computed(() => {
   return searchQuery.value !== '' || filterStatus.value !== 'all' || filterBalance.value !== 'all'
 })
 
+const installCommand = computed(() => {
+  if (!installSession.value) return ''
+  return installSystem.value === 'windows'
+    ? installSession.value.powershell_command
+    : installSession.value.unix_command
+})
+
+const installCommandHint = computed(() => {
+  if (installSystem.value === 'windows') {
+    return 'Windows 请在 PowerShell 中执行。install code 使用后立即失效，如需再次执行请重新生成。'
+  }
+  return 'macOS / Linux 请在 sh 兼容终端中执行。install code 使用后立即失效，如需再次执行请重新生成。'
+})
+
 function clearFilters() {
   searchQuery.value = ''
   filterStatus.value = 'all'
@@ -808,9 +979,32 @@ const showWalletActionDrawer = ref(false)
 const walletActionTarget = ref<{ apiKey: AdminApiKey; wallet: AdminWallet } | null>(null)
 
 onMounted(async () => {
+  installSystem.value = detectCurrentSystem()
   await refreshApiKeys()
 })
 
+onBeforeUnmount(() => {
+  resetInstallCopiedState()
+})
+
+watch(showInstallDialog, (isOpen) => {
+  if (!isOpen) {
+    resetInstallCopiedState()
+  }
+})
+
+function clearInstallCopiedResetTimer() {
+  if (installCopiedResetTimer) {
+    clearTimeout(installCopiedResetTimer)
+    installCopiedResetTimer = null
+  }
+}
+
+function resetInstallCopiedState() {
+  clearInstallCopiedResetTimer()
+  installCopied.value = false
+}
+
 function buildAdminWalletFromApiKey(apiKey: AdminApiKey): AdminWallet | null {
   if (!apiKey.wallet?.id) {
     return null
@@ -867,6 +1061,64 @@ function handlePageChange(page: number) {
   refreshApiKeys()
 }
 
+function detectCurrentSystem(): InstallSessionTargetSystem {
+  const platform = window.navigator.platform.toLowerCase()
+  const userAgent = window.navigator.userAgent.toLowerCase()
+  if (platform.includes('mac')) return 'macos'
+  if (platform.includes('win') || userAgent.includes('windows')) return 'windows'
+  return 'linux'
+}
+
+async function openInstallDialog(apiKey: AdminApiKey) {
+  selectedInstallApiKey.value = apiKey
+  installSession.value = null
+  resetInstallCopiedState()
+  showInstallDialog.value = true
+  await refreshInstallCommand()
+}
+
+async function selectInstallCli(value: InstallTargetCli) {
+  installCli.value = value
+  await refreshInstallCommand()
+}
+
+async function selectInstallSystem(value: InstallSessionTargetSystem) {
+  installSystem.value = value
+  await refreshInstallCommand()
+}
+
+async function refreshInstallCommand() {
+  if (!selectedInstallApiKey.value) return
+  installLoading.value = true
+  installSession.value = null
+  resetInstallCopiedState()
+  try {
+    installSession.value = await adminApi.createApiKeyInstallSession(selectedInstallApiKey.value.id, {
+      target_cli: installCli.value,
+      target_system: installSystem.value,
+    })
+  } catch (err: unknown) {
+    log.error('生成 CLI 安装命令失败:', err)
+    error(parseApiError(err, '生成 CLI 安装命令失败'))
+  } finally {
+    installLoading.value = false
+  }
+}
+
+async function copyInstallCommand() {
+  if (!installCommand.value) return
+  const copied = await copyToClipboard(installCommand.value, false)
+  if (!copied) return
+
+  installCopied.value = true
+  success('安装命令已复制到剪贴板')
+  clearInstallCopiedResetTimer()
+  installCopiedResetTimer = setTimeout(() => {
+    installCopied.value = false
+    installCopiedResetTimer = null
+  }, 2000)
+}
+
 async function toggleApiKey(apiKey: AdminApiKey) {
   try {
     const response = await adminApi.toggleApiKey(apiKey.id)
@@ -1063,7 +1315,12 @@ async function copyKeyPrefix(apiKey: AdminApiKey) {
   try {
     // 调用后端 API 获取完整密钥
     const response = await adminApi.getFullApiKey(apiKey.id)
-    await copyToClipboard(response.key)
+    const copied = await copyToClipboard(response.key, false)
+    if (copied) {
+      success('完整密钥已复制到剪贴板')
+    } else {
+      error('复制失败，请手动复制')
+    }
   } catch (err) {
     log.error('复制密钥失败:', err)
     error('复制失败，请重试')

frontend/src/views/admin/PoolManagement.vue

@@ -405,6 +405,12 @@
                 >
                   最后使用
                 </SortableTableHead>
+                <TableHead
+                  class="font-semibold text-center whitespace-nowrap"
+                  :style="{ width: desktopColumnWidths.score }"
+                >
+                  分数
+                </TableHead>
                 <SortableTableHead
                   class="font-semibold text-center whitespace-nowrap"
                   column-key="status"
@@ -665,6 +671,67 @@
                     {{ keyUiStateMap[key.key_id]?.lastUsedRelative || '-' }}
                   </span>
                 </TableCell>
+                <TableCell class="py-3 text-center align-middle">
+                  <div class="inline-flex items-center justify-center gap-1">
+                    <span class="font-mono text-xs tabular-nums text-foreground/90">
+                      {{ formatPoolScore(key.pool_score?.score) }}
+                    </span>
+                    <Popover
+                      v-if="key.pool_score"
+                      :open="scoreDesktopPopoverOpenKeyId === key.key_id"
+                      @update:open="(open: boolean) => handleScoreDesktopPopoverToggle(key.key_id, open)"
+                    >
+                      <PopoverTrigger as-child>
+                        <Button
+                          variant="ghost"
+                          size="icon"
+                          class="h-5 w-5 rounded-full border border-transparent text-muted-foreground/80 hover:border-border/60 hover:bg-muted/60 hover:text-foreground"
+                          title="查看评分计算结果"
+                          aria-label="查看评分计算结果"
+                          @click.stop
+                        >
+                          <CircleHelp class="h-3.5 w-3.5" />
+                        </Button>
+                      </PopoverTrigger>
+                      <PopoverContent
+                        v-if="scoreDesktopPopoverOpenKeyId === key.key_id"
+                        class="w-[22rem] max-w-[calc(100vw-1rem)] overflow-hidden rounded-xl border-border/60 bg-card/95 p-0 text-card-foreground shadow-xl shadow-black/5 backdrop-blur supports-[backdrop-filter]:bg-card/90"
+                        side="bottom"
+                        align="end"
+                        :side-offset="8"
+                      >
+                        <div class="text-left">
+                          <div class="flex items-center justify-between gap-3 border-b border-border/60 bg-muted/30 px-3 py-2.5">
+                            <span class="text-xs font-semibold text-foreground">评分计算结果</span>
+                            <span class="font-mono text-xs tabular-nums text-foreground/90">
+                              {{ formatPoolScore(key.pool_score?.score) }}
+                            </span>
+                          </div>
+                          <div class="space-y-2 px-3 py-2.5">
+                            <div class="flex flex-wrap items-center gap-1.5">
+                              <Badge
+                                variant="outline"
+                                class="h-5 rounded-md border-border/60 bg-background/60 px-2 text-[10px] font-normal"
+                              >
+                                {{ getPoolScoreHardStateLabel(key.pool_score?.hard_state) }}
+                              </Badge>
+                              <Badge
+                                variant="secondary"
+                                class="h-5 rounded-md px-2 text-[10px] font-normal"
+                              >
+                                {{ getPoolScoreProbeStatusLabel(key.pool_score?.probe_status) }}
+                              </Badge>
+                              <span class="text-[10px] text-muted-foreground">
+                                更新 {{ formatUnixSeconds(key.pool_score?.updated_at) }}
+                              </span>
+                            </div>
+                            <pre class="max-h-56 overflow-auto rounded-md border border-border/50 bg-muted/30 px-3 py-2 font-mono text-[11px] leading-5 text-muted-foreground whitespace-pre-wrap break-words">{{ formatPoolScoreReason(key.pool_score?.score_reason) }}</pre>
+                          </div>
+                        </div>
+                      </PopoverContent>
+                    </Popover>
+                  </div>
+                </TableCell>
                 <TableCell class="py-3 text-center">
                   <Badge
                     :variant="keyUiStateMap[key.key_id]?.schedulingBadgeVariant || 'default'"
@@ -928,6 +995,68 @@
                     <span class="text-muted-foreground">最后使用</span>
                     <span class="font-medium text-foreground/90">{{ keyUiStateMap[key.key_id]?.lastUsedRelative || '-' }}</span>
                   </div>
+                  <div class="flex items-center justify-between gap-2">
+                    <span class="text-muted-foreground">分数</span>
+                    <div class="flex items-center gap-1">
+                      <span class="font-mono font-medium text-foreground/90 tabular-nums">
+                        {{ formatPoolScore(key.pool_score?.score) }}
+                      </span>
+                      <Popover
+                        v-if="key.pool_score"
+                        :open="scoreMobilePopoverOpenKeyId === key.key_id"
+                        @update:open="(open: boolean) => handleScoreMobilePopoverToggle(key.key_id, open)"
+                      >
+                        <PopoverTrigger as-child>
+                          <Button
+                            variant="ghost"
+                            size="icon"
+                            class="h-5 w-5 rounded-full border border-transparent text-muted-foreground/80 hover:border-border/60 hover:bg-muted/60 hover:text-foreground"
+                            title="查看评分计算结果"
+                            aria-label="查看评分计算结果"
+                            @click.stop
+                          >
+                            <CircleHelp class="h-3.5 w-3.5" />
+                          </Button>
+                        </PopoverTrigger>
+                        <PopoverContent
+                          v-if="scoreMobilePopoverOpenKeyId === key.key_id"
+                          class="w-[22rem] max-w-[calc(100vw-1rem)] overflow-hidden rounded-xl border-border/60 bg-card/95 p-0 text-card-foreground shadow-xl shadow-black/5 backdrop-blur supports-[backdrop-filter]:bg-card/90"
+                          side="bottom"
+                          align="end"
+                          :side-offset="8"
+                        >
+                          <div class="text-left">
+                            <div class="flex items-center justify-between gap-3 border-b border-border/60 bg-muted/30 px-3 py-2.5">
+                              <span class="text-xs font-semibold text-foreground">评分计算结果</span>
+                              <span class="font-mono text-xs tabular-nums text-foreground/90">
+                                {{ formatPoolScore(key.pool_score?.score) }}
+                              </span>
+                            </div>
+                            <div class="space-y-2 px-3 py-2.5">
+                              <div class="flex flex-wrap items-center gap-1.5">
+                                <Badge
+                                  variant="outline"
+                                  class="h-5 rounded-md border-border/60 bg-background/60 px-2 text-[10px] font-normal"
+                                >
+                                  {{ getPoolScoreHardStateLabel(key.pool_score?.hard_state) }}
+                                </Badge>
+                                <Badge
+                                  variant="secondary"
+                                  class="h-5 rounded-md px-2 text-[10px] font-normal"
+                                >
+                                  {{ getPoolScoreProbeStatusLabel(key.pool_score?.probe_status) }}
+                                </Badge>
+                                <span class="text-[10px] text-muted-foreground">
+                                  更新 {{ formatUnixSeconds(key.pool_score?.updated_at) }}
+                                </span>
+                              </div>
+                              <pre class="max-h-56 overflow-auto rounded-md border border-border/50 bg-muted/30 px-3 py-2 font-mono text-[11px] leading-5 text-muted-foreground whitespace-pre-wrap break-words">{{ formatPoolScoreReason(key.pool_score?.score_reason) }}</pre>
+                            </div>
+                          </div>
+                        </PopoverContent>
+                      </Popover>
+                    </div>
+                  </div>
                 </div>
               </div>
 
@@ -1273,6 +1402,7 @@ import {
   Users,
   Settings2,
   SlidersHorizontal,
+  CircleHelp,
 } from 'lucide-vue-next'
 
 import {
@@ -1391,6 +1521,8 @@ import {
   getQuotaDisplayText,
 } from '@/utils/providerKeyQuota'
 
+type PoolKeyScore = NonNullable<PoolKeyDetail['pool_score']>
+
 const { success, error: showError, warning: showWarning } = useToast()
 const { confirm } = useConfirm()
 const { copyToClipboard } = useClipboard()
@@ -1432,6 +1564,24 @@ const poolKeyStatusFilterOptions: Array<{ value: PoolManagementViewState['status
   { value: 'cooldown', label: '冷却中' },
   { value: 'inactive', label: '禁用' },
 ]
+const poolScoreHardStateOptions = [
+  { value: 'all', label: '全部状态' },
+  { value: 'available', label: '可用' },
+  { value: 'unknown', label: '未知' },
+  { value: 'cooldown', label: '冷却' },
+  { value: 'quota_exhausted', label: '额度耗尽' },
+  { value: 'auth_invalid', label: '授权无效' },
+  { value: 'banned', label: '封禁' },
+  { value: 'inactive', label: '禁用' },
+]
+const poolScoreProbeStatusOptions = [
+  { value: 'all', label: '全部探测' },
+  { value: 'never', label: '未探测' },
+  { value: 'ok', label: '正常' },
+  { value: 'failed', label: '失败' },
+  { value: 'stale', label: '过期' },
+  { value: 'in_progress', label: '探测中' },
+]
 
 async function loadOverview(options: { cacheTtlMs?: number } = {}) {
   const requestId = ++overviewRequestId
@@ -1662,23 +1812,25 @@ const showAccountQuotaColumn = computed(() => {
 const desktopColumnWidths = computed(() => {
   if (showAccountQuotaColumn.value) {
     return {
-      name: '22%',
-      quota: '21%',
-      stats: '15%',
+      name: '21%',
+      quota: '18%',
+      stats: '13%',
       imported: '10%',
-      lastUsed: '9%',
+      lastUsed: '8%',
+      score: '9%',
       status: '7%',
-      actions: '16%',
+      actions: '14%',
     }
   }
   return {
-    name: '34%',
+    name: '31%',
     quota: '0%',
-    stats: '16%',
-    imported: '12%',
-    lastUsed: '12%',
-    status: '9%',
-    actions: '17%',
+    stats: '15%',
+    imported: '11%',
+    lastUsed: '11%',
+    score: '9%',
+    status: '8%',
+    actions: '15%',
   }
 })
 
@@ -1703,6 +1855,8 @@ async function selectProvider(
   closeProviderProxyPopovers()
   proxyDesktopPopoverOpenKeyId.value = null
   proxyMobilePopoverOpenKeyId.value = null
+  scoreDesktopPopoverOpenKeyId.value = null
+  scoreMobilePopoverOpenKeyId.value = null
   suppressFiltersWatch = true
   if (!options.preservePagination) {
     currentPage.value = 1
@@ -1766,6 +1920,8 @@ const resettingCycleKeyId = ref<string | null>(null)
 const savingProxyKeyId = ref<string | null>(null)
 const proxyDesktopPopoverOpenKeyId = ref<string | null>(null)
 const proxyMobilePopoverOpenKeyId = ref<string | null>(null)
+const scoreDesktopPopoverOpenKeyId = ref<string | null>(null)
+const scoreMobilePopoverOpenKeyId = ref<string | null>(null)
 const deletingKeyId = ref<string | null>(null)
 const togglingKeyId = ref<string | null>(null)
 const editingPriorityKeyId = ref<string | null>(null)
@@ -2449,6 +2605,20 @@ function getKeyProxyNodeName(key: PoolKeyDetail): string | null {
   return node ? node.name : `${key.proxy.node_id.slice(0, 8)}...`
 }
 
+function handleScoreDesktopPopoverToggle(keyId: string, open: boolean) {
+  scoreDesktopPopoverOpenKeyId.value = open ? keyId : null
+  if (open) {
+    scoreMobilePopoverOpenKeyId.value = null
+  }
+}
+
+function handleScoreMobilePopoverToggle(keyId: string, open: boolean) {
+  scoreMobilePopoverOpenKeyId.value = open ? keyId : null
+  if (open) {
+    scoreDesktopPopoverOpenKeyId.value = null
+  }
+}
+
 function handleProxyDesktopPopoverToggle(keyId: string, open: boolean) {
   proxyDesktopPopoverOpenKeyId.value = open ? keyId : null
   if (open) {
@@ -3584,6 +3754,37 @@ function formatStatUsd(value: number | string | null | undefined): string {
   return `$${n.toLocaleString('en-US', { minimumFractionDigits: 2, maximumFractionDigits: 2 })}`
 }
 
+function formatPoolScore(value: number | null | undefined): string {
+  const n = Number(value)
+  if (!Number.isFinite(n)) return '-'
+  return n.toFixed(3)
+}
+
+function formatPoolScoreReason(value: PoolKeyScore['score_reason'] | null | undefined): string {
+  if (!value) return '暂无计算结果'
+  try {
+    return JSON.stringify(value, null, 2)
+  } catch {
+    return String(value)
+  }
+}
+
+function getPoolScoreHardStateLabel(value: PoolKeyScore['hard_state'] | null | undefined): string {
+  if (!value) return '-'
+  return poolScoreHardStateOptions.find(item => item.value === value)?.label || value
+}
+
+function getPoolScoreProbeStatusLabel(value: PoolKeyScore['probe_status'] | null | undefined): string {
+  if (!value) return '-'
+  return poolScoreProbeStatusOptions.find(item => item.value === value)?.label || value
+}
+
+function formatUnixSeconds(seconds: number | null | undefined): string {
+  const raw = Number(seconds ?? 0)
+  if (!Number.isFinite(raw) || raw <= 0) return '-'
+  return formatRelativeTime(new Date(raw * 1000).toISOString())
+}
+
 function formatRelativeTime(isoStr: string): string {
   const date = new Date(isoStr)
   const pad = (n: number) => String(n).padStart(2, '0')

frontend/src/views/admin/__tests__/PoolManagement.codex-cycle-stats.spec.ts

@@ -139,11 +139,12 @@ vi.mock('lucide-vue-next', async () => {
     Users: Icon,
     Settings2: Icon,
     SlidersHorizontal: Icon,
+    CircleHelp: Icon,
   }
 })
 
 vi.mock('@/components/ui', async () => {
-  const { defineComponent, h } = await import('vue')
+  const { computed, defineComponent, h, inject, provide } = await import('vue')
   const passthrough = (name: string, tag = 'div') => defineComponent({
     name,
     inheritAttrs: false,
@@ -204,6 +205,53 @@ vi.mock('@/components/ui', async () => {
     },
   })
 
+  const popoverContextKey = Symbol('PopoverStubContext')
+
+  const Popover = defineComponent({
+    name: 'PopoverStub',
+    inheritAttrs: false,
+    props: {
+      open: Boolean,
+    },
+    emits: ['update:open'],
+    setup(props, { slots, emit }) {
+      const context = {
+        open: computed(() => props.open),
+        toggle: () => emit('update:open', !props.open),
+      }
+      provide(popoverContextKey, context)
+      return () => slots.default?.()
+    },
+  })
+
+  const PopoverTrigger = defineComponent({
+    name: 'PopoverTriggerStub',
+    inheritAttrs: false,
+    setup(_, { attrs, slots }) {
+      const context = inject<{ open: { value: boolean }, toggle: () => void } | null>(popoverContextKey, null)
+      return () => {
+        return h('span', {
+          ...attrs,
+          onClickCapture: () => {
+            context?.toggle()
+          },
+        }, slots.default?.())
+      }
+    },
+  })
+
+  const PopoverContent = defineComponent({
+    name: 'PopoverContentStub',
+    inheritAttrs: false,
+    setup(_, { attrs, slots }) {
+      const context = inject<{ open: { value: boolean } } | null>(popoverContextKey, null)
+      return () => {
+        if (!context?.open.value) return null
+        return h('div', { ...attrs, 'data-state': 'open' }, slots.default?.())
+      }
+    },
+  })
+
   return {
     Card: passthrough('CardStub'),
     Badge: passthrough('BadgeStub', 'span'),
@@ -224,9 +272,9 @@ vi.mock('@/components/ui', async () => {
     TableCell: passthrough('TableCellStub', 'td'),
     Switch,
     Pagination,
-    Popover: passthrough('PopoverStub'),
-    PopoverTrigger: passthrough('PopoverTriggerStub'),
-    PopoverContent: passthrough('PopoverContentStub'),
+    Popover,
+    PopoverTrigger,
+    PopoverContent,
   }
 })
 
@@ -523,6 +571,87 @@ describe('PoolManagement Codex cycle stats mode', () => {
     expect(root.textContent).not.toContain('总计')
   })
 
+  it('renders unified pool score in the key list with a calculation entry point', async () => {
+    const scoredKey = createPoolKey('codex', {
+      pool_score: {
+        id: 'pms-account-score',
+        capability: 'account',
+        scope_kind: 'account',
+        scope_id: null,
+        score: 0.875,
+        hard_state: 'available',
+        score_version: 1,
+        score_reason: { weights: { manual_priority: 0.3 } },
+        last_ranked_at: 1_700_000_000,
+        last_scheduled_at: 1_700_000_010,
+        last_success_at: 1_700_000_020,
+        last_failure_at: null,
+        failure_count: 0,
+        last_probe_attempt_at: 1_700_000_030,
+        last_probe_success_at: 1_700_000_040,
+        last_probe_failure_at: null,
+        probe_failure_count: 0,
+        probe_status: 'ok',
+        updated_at: 1_700_000_050,
+      },
+    })
+    endpointMocks.getPoolOverview.mockResolvedValue({ items: [createOverview('codex')] })
+    endpointMocks.listPoolKeys.mockResolvedValue(createKeyPage(scoredKey))
+    endpointMocks.getProvider.mockResolvedValue(createProvider('codex'))
+
+    const root = mountPoolManagement()
+    await settle()
+
+    expect(root.textContent).toContain('0.875')
+    expect(root.querySelectorAll('button[title="查看评分计算结果"]').length).toBeGreaterThan(0)
+  })
+
+  it('opens only one score popover across desktop and mobile layouts', async () => {
+    const scoredKey = createPoolKey('codex', {
+      pool_score: {
+        id: 'pms-account-score',
+        capability: 'account',
+        scope_kind: 'account',
+        scope_id: null,
+        score: 0.662,
+        hard_state: 'available',
+        score_version: 1,
+        score_reason: {
+          rules: {
+            probe_failure_penalty: 0.05,
+          },
+        },
+        last_ranked_at: 1_700_000_000,
+        last_scheduled_at: null,
+        last_success_at: null,
+        last_failure_at: null,
+        failure_count: 0,
+        last_probe_attempt_at: null,
+        last_probe_success_at: null,
+        last_probe_failure_at: null,
+        probe_failure_count: 0,
+        probe_status: 'ok',
+        updated_at: 1_700_000_050,
+      },
+    })
+    endpointMocks.getPoolOverview.mockResolvedValue({ items: [createOverview('codex')] })
+    endpointMocks.listPoolKeys.mockResolvedValue(createKeyPage(scoredKey))
+    endpointMocks.getProvider.mockResolvedValue(createProvider('codex'))
+
+    const root = mountPoolManagement()
+    await settle()
+
+    const helpButtons = root.querySelectorAll<HTMLButtonElement>('button[title="查看评分计算结果"]')
+    expect(helpButtons.length).toBe(2)
+
+    helpButtons[0]?.click()
+    await settle()
+
+    expect(root.querySelectorAll('pre').length).toBe(1)
+    expect(root.textContent).toContain('评分计算结果')
+    expect(root.textContent).toContain('0.662')
+  })
+
   it('refreshes quota only for keys on the current page', async () => {
     const pageKeys = [
       createPoolKey('codex', { key_id: 'codex-page-key-1', quota_updated_at: null }),

frontend/src/views/user/MyApiKeys.vue

@@ -589,14 +589,34 @@
         <div class="space-y-2">
           <div class="flex items-center justify-between gap-2">
             <Label class="text-sm font-semibold">复制到目标机器执行</Label>
-            <Button
-              variant="ghost"
-              size="sm"
-              :disabled="installLoading || !selectedInstallApiKey"
-              @click="refreshInstallCommand"
-            >
-              {{ installLoading ? '生成中...' : '重新生成' }}
-            </Button>
+            <div class="flex items-center gap-2">
+              <Button
+                variant="outline"
+                size="sm"
+                class="gap-1.5"
+                :disabled="installLoading || !installCommand"
+                :title="installCopied ? '已复制' : '一键复制安装命令'"
+                @click="copyInstallCommand"
+              >
+                <CheckCircle
+                  v-if="installCopied"
+                  class="h-3.5 w-3.5 text-emerald-600 dark:text-emerald-400"
+                />
+                <Copy
+                  v-else
+                  class="h-3.5 w-3.5"
+                />
+                {{ installCopied ? '已复制' : '一键复制' }}
+              </Button>
+              <Button
+                variant="ghost"
+                size="sm"
+                :disabled="installLoading || !selectedInstallApiKey"
+                @click="refreshInstallCommand"
+              >
+                {{ installLoading ? '生成中...' : '重新生成' }}
+              </Button>
+            </div>
           </div>
           <div class="rounded-lg border border-border/60 bg-background overflow-hidden">
             <pre class="max-h-32 overflow-x-auto whitespace-pre-wrap break-all p-3 text-xs font-mono">{{ installCommand || '正在生成短命令...' }}</pre>
@@ -618,9 +638,9 @@
         <Button
           class="h-10 px-5 shadow-lg shadow-primary/20"
           :disabled="!installCommand || installLoading"
-          @click="copyTextToClipboard(installCommand)"
+          @click="copyInstallCommand"
         >
-          复制命令
+          {{ installCopied ? '已复制' : '复制命令' }}
         </Button>
       </template>
     </Dialog>
@@ -640,8 +660,8 @@
 </template>
 
 <script setup lang="ts">
-import { ref, onMounted, computed, watch } from 'vue'
-import { meApi, type ApiKey, type InstallTargetCli, type InstallTargetSystem, type ApiKeyInstallSession } from '@/api/me'
+import { ref, onMounted, onBeforeUnmount, computed, watch } from 'vue'
+import { meApi, type ApiKey, type InstallSessionTargetSystem, type InstallTargetCli, type ApiKeyInstallSession } from '@/api/me'
 import Card from '@/components/ui/card.vue'
 import Button from '@/components/ui/button.vue'
 import Input from '@/components/ui/input.vue'
@@ -674,7 +694,7 @@ const installCliOptions: Array<{ value: InstallTargetCli; label: string }> = [
   { value: 'gemini_cli', label: 'Gemini CLI' }
 ]
 
-const installSystemOptions: Array<{ value: Exclude<InstallTargetSystem, 'auto'>; label: string }> = [
+const installSystemOptions: Array<{ value: InstallSessionTargetSystem; label: string }> = [
   { value: 'macos', label: 'macOS' },
   { value: 'linux', label: 'Linux' },
   { value: 'windows', label: 'Windows' }
@@ -708,9 +728,11 @@ const editingApiKey = ref<ApiKey | null>(null)
 const selectedInstallApiKey = ref<ApiKey | null>(null)
 const pendingFirstInstallApiKey = ref<ApiKey | null>(null)
 const installCli = ref<InstallTargetCli>('claude_code')
-const installSystem = ref<Exclude<InstallTargetSystem, 'auto'>>('linux')
+const installSystem = ref<InstallSessionTargetSystem>('linux')
 const installSession = ref<ApiKeyInstallSession | null>(null)
 const installLoading = ref(false)
+const installCopied = ref(false)
+let installCopiedResetTimer: ReturnType<typeof setTimeout> | null = null
 
 const installCommand = computed(() => {
   if (!installSession.value) return ''
@@ -731,6 +753,16 @@ onMounted(() => {
   loadApiKeys()
 })
 
+onBeforeUnmount(() => {
+  resetInstallCopiedState()
+})
+
+watch(showInstallDialog, (isOpen) => {
+  if (!isOpen) {
+    resetInstallCopiedState()
+  }
+})
+
 watch(showKeyDialog, (isOpen) => {
   if (!isOpen && pendingFirstInstallApiKey.value) {
     closeCreatedKeyDialog()
@@ -756,6 +788,18 @@ async function loadApiKeys() {
   }
 }
 
+function clearInstallCopiedResetTimer() {
+  if (installCopiedResetTimer) {
+    clearTimeout(installCopiedResetTimer)
+    installCopiedResetTimer = null
+  }
+}
+
+function resetInstallCopiedState() {
+  clearInstallCopiedResetTimer()
+  installCopied.value = false
+}
+
 function openEditApiKeyDialog(apiKey: ApiKey) {
   editingApiKey.value = apiKey
   newKeyName.value = apiKey.name || ''
@@ -772,7 +816,7 @@ function openCreateApiKeyDialog() {
   showCreateDialog.value = true
 }
 
-function detectCurrentSystem(): Exclude<InstallTargetSystem, 'auto'> {
+function detectCurrentSystem(): InstallSessionTargetSystem {
   const platform = window.navigator.platform.toLowerCase()
   const userAgent = window.navigator.userAgent.toLowerCase()
   if (platform.includes('mac')) return 'macos'
@@ -783,6 +827,7 @@ function detectCurrentSystem(): Exclude<InstallTargetSystem, 'auto'> {
 async function openInstallDialog(apiKey: ApiKey) {
   selectedInstallApiKey.value = apiKey
   installSession.value = null
+  resetInstallCopiedState()
   showInstallDialog.value = true
   await refreshInstallCommand()
 }
@@ -792,7 +837,7 @@ async function selectInstallCli(value: InstallTargetCli) {
   await refreshInstallCommand()
 }
 
-async function selectInstallSystem(value: Exclude<InstallTargetSystem, 'auto'>) {
+async function selectInstallSystem(value: InstallSessionTargetSystem) {
   installSystem.value = value
   await refreshInstallCommand()
 }
@@ -801,6 +846,7 @@ async function refreshInstallCommand() {
   if (!selectedInstallApiKey.value) return
   installLoading.value = true
   installSession.value = null
+  resetInstallCopiedState()
   try {
     installSession.value = await meApi.createApiKeyInstallSession(selectedInstallApiKey.value.id, {
       target_cli: installCli.value,
@@ -814,6 +860,20 @@ async function refreshInstallCommand() {
   }
 }
 
+async function copyInstallCommand() {
+  if (!installCommand.value) return
+  const copied = await copyTextToClipboard(installCommand.value, false)
+  if (!copied) return
+
+  installCopied.value = true
+  success('安装命令已复制到剪贴板')
+  clearInstallCopiedResetTimer()
+  installCopiedResetTimer = setTimeout(() => {
+    installCopied.value = false
+    installCopiedResetTimer = null
+  }, 2000)
+}
+
 function closeCreatedKeyDialog() {
   showKeyDialog.value = false
   const pending = pendingFirstInstallApiKey.value
@@ -911,19 +971,22 @@ async function copyApiKey(apiKey: ApiKey) {
   try {
     // 调用后端 API 获取完整密钥
     const response = await meApi.getFullApiKey(apiKey.id)
-    await copyTextToClipboard(response.key, false) // 不显示内部提示
-    success('完整密钥已复制到剪贴板')
+    const copied = await copyTextToClipboard(response.key, false) // 不显示内部提示
+    if (copied) {
+      success('完整密钥已复制到剪贴板')
+    }
   } catch (error) {
     log.error('复制密钥失败:', error)
     showError('复制失败，请重试')
   }
 }
 
-async function copyTextToClipboard(text: string, showToast: boolean = true) {
+async function copyTextToClipboard(text: string, showToast: boolean = true): Promise<boolean> {
   try {
     if (navigator.clipboard && window.isSecureContext) {
       await navigator.clipboard.writeText(text)
       if (showToast) success('已复制到剪贴板')
+      return true
     } else {
       const textArea = document.createElement('textarea')
       textArea.value = text
@@ -938,8 +1001,12 @@ async function copyTextToClipboard(text: string, showToast: boolean = true) {
         const successful = document.execCommand('copy')
         if (successful && showToast) {
           success('已复制到剪贴板')
-        } else if (!successful) {
+        }
+        if (successful) {
+          return true
+        } else {
           showError('复制失败，请手动复制')
+          return false
         }
       } finally {
         document.body.removeChild(textArea)
@@ -948,6 +1015,7 @@ async function copyTextToClipboard(text: string, showToast: boolean = true) {
   } catch (error) {
     log.error('复制失败:', error)
     showError('复制失败，请手动选择文本进行复制')
+    return false
   }
 }