add admin user last used support

backend/internal/handler/dto/mappers.go

@@ -68,6 +68,7 @@ func UserFromServiceAdmin(u *service.User) *AdminUser {
 	return &AdminUser{
 		User:       *base,
 		Notes:      u.Notes,
+		LastUsedAt: u.LastUsedAt,
 		GroupRates: u.GroupRates,
 	}
 }

backend/internal/handler/dto/types.go

@@ -36,7 +36,8 @@ type User struct {
 type AdminUser struct {
 	User
 
-	Notes string `json:"notes"`
+	Notes      string     `json:"notes"`
+	LastUsedAt *time.Time `json:"last_used_at"`
 	// GroupRates 用户专属分组倍率配置
 	// map[groupID]rateMultiplier
 	GroupRates map[int64]float64 `json:"group_rates,omitempty"`

backend/internal/handler/dto/user_mapper_activity_test.go

@@ -13,6 +13,7 @@ func TestUserFromServiceAdmin_MapsActivityTimestamps(t *testing.T) {
 
 	lastLoginAt := time.Date(2026, time.April, 20, 10, 0, 0, 0, time.UTC)
 	lastActiveAt := lastLoginAt.Add(15 * time.Minute)
+	lastUsedAt := lastLoginAt.Add(45 * time.Minute)
 
 	out := UserFromServiceAdmin(&service.User{
 		ID:           42,
@@ -22,11 +23,14 @@ func TestUserFromServiceAdmin_MapsActivityTimestamps(t *testing.T) {
 		Status:       service.StatusActive,
 		LastLoginAt:  &lastLoginAt,
 		LastActiveAt: &lastActiveAt,
+		LastUsedAt:   &lastUsedAt,
 	})
 
 	require.NotNil(t, out)
 	require.NotNil(t, out.LastLoginAt)
 	require.NotNil(t, out.LastActiveAt)
+	require.NotNil(t, out.LastUsedAt)
 	require.WithinDuration(t, lastLoginAt, *out.LastLoginAt, time.Second)
 	require.WithinDuration(t, lastActiveAt, *out.LastActiveAt, time.Second)
+	require.WithinDuration(t, lastUsedAt, *out.LastUsedAt, time.Second)
 }

backend/internal/repository/user_repo.go

@@ -299,51 +299,6 @@ func normalizeEmailAuthIdentitySubject(email string) string {
 	return normalized
 }
 
-func (r *userRepository) GetLatestUsedAtByUserIDs(ctx context.Context, userIDs []int64) (map[int64]*time.Time, error) {
-	result := make(map[int64]*time.Time, len(userIDs))
-	if len(userIDs) == 0 {
-		return result, nil
-	}
-	if r.sql == nil {
-		return nil, fmt.Errorf("sql executor is not configured")
-	}
-
-	rows, err := r.sql.QueryContext(ctx, `
-		SELECT user_id, MAX(created_at) AS last_used_at
-		FROM usage_logs
-		WHERE user_id = ANY($1)
-		GROUP BY user_id
-	`, pq.Array(userIDs))
-	if err != nil {
-		return nil, err
-	}
-	defer func() { _ = rows.Close() }()
-
-	for rows.Next() {
-		var (
-			userID     int64
-			lastUsedAt time.Time
-		)
-		if err := rows.Scan(&userID, &lastUsedAt); err != nil {
-			return nil, err
-		}
-		ts := lastUsedAt.UTC()
-		result[userID] = &ts
-	}
-	if err := rows.Err(); err != nil {
-		return nil, err
-	}
-	return result, nil
-}
-
-func (r *userRepository) GetLatestUsedAtByUserID(ctx context.Context, userID int64) (*time.Time, error) {
-	latestByUserID, err := r.GetLatestUsedAtByUserIDs(ctx, []int64{userID})
-	if err != nil {
-		return nil, err
-	}
-	return latestByUserID[userID], nil
-}
-
 func (r *userRepository) Delete(ctx context.Context, id int64) error {
 	affected, err := r.client.User.Delete().Where(dbuser.IDEQ(id)).Exec(ctx)
 	if err != nil {
@@ -469,6 +424,10 @@ func userListOrder(params pagination.PaginationParams) []func(*entsql.Selector)
 	sortBy := strings.ToLower(strings.TrimSpace(params.SortBy))
 	sortOrder := params.NormalizedSortOrder(pagination.SortOrderDesc)
 
+	if sortBy == "last_used_at" {
+		return userLastUsedAtOrder(sortOrder)
+	}
+
 	var field string
 	defaultField := true
 	nullsLastField := false
@@ -530,6 +489,72 @@ func userListOrder(params pagination.PaginationParams) []func(*entsql.Selector)
 	return []func(*entsql.Selector){dbent.Desc(field), dbent.Desc(dbuser.FieldID)}
 }
 
+func (r *userRepository) GetLatestUsedAtByUserIDs(ctx context.Context, userIDs []int64) (map[int64]*time.Time, error) {
+	result := make(map[int64]*time.Time, len(userIDs))
+	if len(userIDs) == 0 {
+		return result, nil
+	}
+	if r.sql == nil {
+		return nil, fmt.Errorf("sql executor is not configured")
+	}
+
+	const query = `
+		SELECT user_id, MAX(created_at) AS last_used_at
+		FROM usage_logs
+		WHERE user_id = ANY($1)
+		GROUP BY user_id
+	`
+
+	rows, err := r.sql.QueryContext(ctx, query, pq.Array(userIDs))
+	if err != nil {
+		return nil, err
+	}
+	defer func() { _ = rows.Close() }()
+
+	for rows.Next() {
+		var (
+			userID     int64
+			lastUsedAt time.Time
+		)
+		if scanErr := rows.Scan(&userID, &lastUsedAt); scanErr != nil {
+			return nil, scanErr
+		}
+		ts := lastUsedAt.UTC()
+		result[userID] = &ts
+	}
+	if err := rows.Err(); err != nil {
+		return nil, err
+	}
+	return result, nil
+}
+
+func (r *userRepository) GetLatestUsedAtByUserID(ctx context.Context, userID int64) (*time.Time, error) {
+	latestByUserID, err := r.GetLatestUsedAtByUserIDs(ctx, []int64{userID})
+	if err != nil {
+		return nil, err
+	}
+	return latestByUserID[userID], nil
+}
+
+func userLastUsedAtOrder(sortOrder string) []func(*entsql.Selector) {
+	orderExpr := func(direction, nulls string, tieOrder func(string) string) func(*entsql.Selector) {
+		return func(s *entsql.Selector) {
+			subquery := fmt.Sprintf("(SELECT MAX(created_at) FROM usage_logs WHERE user_id = %s)", s.C(dbuser.FieldID))
+			s.OrderExpr(entsql.Expr(subquery + " " + direction + " NULLS " + nulls))
+			s.OrderBy(tieOrder(s.C(dbuser.FieldID)))
+		}
+	}
+
+	if sortOrder == pagination.SortOrderAsc {
+		return []func(*entsql.Selector){
+			orderExpr("ASC", "FIRST", entsql.Asc),
+		}
+	}
+	return []func(*entsql.Selector){
+		orderExpr("DESC", "LAST", entsql.Desc),
+	}
+}
+
 // filterUsersByAttributes returns user IDs that match ALL the given attribute filters
 func (r *userRepository) filterUsersByAttributes(ctx context.Context, attrs map[int64]string) ([]int64, error) {
 	if len(attrs) == 0 {

backend/internal/repository/user_repo_sort_integration_test.go

@@ -10,6 +10,24 @@ import (
 	"github.com/Wei-Shaw/sub2api/internal/service"
 )
 
+func (s *UserRepoSuite) mustInsertUsageLog(userID int64, createdAt time.Time) {
+	s.T().Helper()
+
+	account := mustCreateAccount(s.T(), s.client, &service.Account{Name: "usage-log-account"})
+	apiKey := mustCreateApiKey(s.T(), s.client, &service.APIKey{UserID: userID})
+
+	_, err := integrationDB.ExecContext(
+		s.ctx,
+		`INSERT INTO usage_logs (user_id, api_key_id, account_id, model, input_tokens, output_tokens, total_cost, actual_cost, created_at)
+		 VALUES ($1, $2, $3, 'gpt-test', 1, 1, 0.01, 0.01, $4)`,
+		userID,
+		apiKey.ID,
+		account.ID,
+		createdAt.UTC(),
+	)
+	s.Require().NoError(err)
+}
+
 func (s *UserRepoSuite) TestListWithFilters_SortByEmailAsc() {
 	s.mustCreateUser(&service.User{Email: "z-last@example.com", Username: "z-user"})
 	s.mustCreateUser(&service.User{Email: "a-first@example.com", Username: "a-user"})
@@ -119,4 +137,49 @@ func (s *UserRepoSuite) TestListWithFilters_SortByLastActiveAtAsc() {
 	s.Require().Equal("nil-active@example.com", users[2].Email)
 }
 
+func (s *UserRepoSuite) TestGetLatestUsedAtByUserIDs_UsesUsageLogs() {
+	older := time.Now().Add(-4 * time.Hour).UTC().Truncate(time.Second)
+	newer := time.Now().Add(-90 * time.Minute).UTC().Truncate(time.Second)
+
+	userWithUsage := s.mustCreateUser(&service.User{Email: "usage-source@example.com"})
+	userWithoutUsage := s.mustCreateUser(&service.User{Email: "usage-missing@example.com"})
+	s.mustInsertUsageLog(userWithUsage.ID, older)
+	s.mustInsertUsageLog(userWithUsage.ID, newer)
+
+	got, err := s.repo.GetLatestUsedAtByUserIDs(s.ctx, []int64{userWithUsage.ID, userWithoutUsage.ID})
+	s.Require().NoError(err)
+	s.Require().Contains(got, userWithUsage.ID)
+	s.Require().NotContains(got, userWithoutUsage.ID)
+	s.Require().NotNil(got[userWithUsage.ID])
+	s.Require().True(got[userWithUsage.ID].Equal(newer))
+}
+
+func (s *UserRepoSuite) TestListWithFilters_SortByLastUsedAtDesc_UsesUsageLogsNotLastActiveAt() {
+	lastUsedOlder := time.Now().Add(-6 * time.Hour).UTC().Truncate(time.Second)
+	lastUsedNewer := time.Now().Add(-2 * time.Hour).UTC().Truncate(time.Second)
+	lastActiveVeryRecent := time.Now().Add(-10 * time.Minute).UTC().Truncate(time.Second)
+
+	nilUsage := s.mustCreateUser(&service.User{Email: "nil-last-used@example.com"})
+	wrongSource := s.mustCreateUser(&service.User{
+		Email:        "active-not-usage@example.com",
+		LastActiveAt: &lastActiveVeryRecent,
+	})
+	rightSource := s.mustCreateUser(&service.User{Email: "usage-wins@example.com"})
+
+	s.mustInsertUsageLog(wrongSource.ID, lastUsedOlder)
+	s.mustInsertUsageLog(rightSource.ID, lastUsedNewer)
+
+	users, _, err := s.repo.ListWithFilters(s.ctx, pagination.PaginationParams{
+		Page:      1,
+		PageSize:  10,
+		SortBy:    "last_used_at",
+		SortOrder: "desc",
+	}, service.UserListFilters{})
+	s.Require().NoError(err)
+	s.Require().Len(users, 3)
+	s.Require().Equal(rightSource.ID, users[0].ID)
+	s.Require().Equal(wrongSource.ID, users[1].ID)
+	s.Require().Equal(nilUsage.ID, users[2].ID)
+}
+
 func TestUserRepoSortSuiteSmoke(_ *testing.T) {}

backend/internal/service/admin_service.go

@@ -557,6 +557,20 @@ func (s *adminServiceImpl) ListUsers(ctx context.Context, page, pageSize int, fi
 	if err != nil {
 		return nil, 0, err
 	}
+	if len(users) > 0 {
+		userIDs := make([]int64, 0, len(users))
+		for i := range users {
+			userIDs = append(userIDs, users[i].ID)
+		}
+		lastUsedByUserID, latestErr := s.userRepo.GetLatestUsedAtByUserIDs(ctx, userIDs)
+		if latestErr != nil {
+			logger.LegacyPrintf("service.admin", "failed to load user last_used_at in batch: err=%v", latestErr)
+		} else {
+			for i := range users {
+				users[i].LastUsedAt = lastUsedByUserID[users[i].ID]
+			}
+		}
+	}
 	// 批量加载用户专属分组倍率
 	if s.userGroupRateRepo != nil && len(users) > 0 {
 		if batchRepo, ok := s.userGroupRateRepo.(userGroupRateBatchReader); ok {
@@ -601,6 +615,12 @@ func (s *adminServiceImpl) GetUser(ctx context.Context, id int64) (*User, error)
 	if err != nil {
 		return nil, err
 	}
+	lastUsedAt, latestErr := s.userRepo.GetLatestUsedAtByUserID(ctx, id)
+	if latestErr != nil {
+		logger.LegacyPrintf("service.admin", "failed to load user last_used_at: user_id=%d err=%v", id, latestErr)
+	} else {
+		user.LastUsedAt = lastUsedAt
+	}
 	// 加载用户专属分组倍率
 	if s.userGroupRateRepo != nil {
 		rates, err := s.userGroupRateRepo.GetByUserID(ctx, id)

backend/internal/service/admin_service_list_users_test.go

@@ -6,6 +6,7 @@ import (
 	"context"
 	"errors"
 	"testing"
+	"time"
 
 	"github.com/Wei-Shaw/sub2api/internal/pkg/pagination"
 	"github.com/stretchr/testify/require"
@@ -16,6 +17,8 @@ type userRepoStubForListUsers struct {
 	users                 []User
 	err                   error
 	listWithFiltersParams pagination.PaginationParams
+	lastUsedByUserID      map[int64]*time.Time
+	lastUsedErr           error
 }
 
 func (s *userRepoStubForListUsers) ListWithFilters(_ context.Context, params pagination.PaginationParams, _ UserListFilters) ([]User, *pagination.PaginationResult, error) {
@@ -32,6 +35,26 @@ func (s *userRepoStubForListUsers) ListWithFilters(_ context.Context, params pag
 	}, nil
 }
 
+func (s *userRepoStubForListUsers) GetLatestUsedAtByUserIDs(_ context.Context, userIDs []int64) (map[int64]*time.Time, error) {
+	if s.lastUsedErr != nil {
+		return nil, s.lastUsedErr
+	}
+	result := make(map[int64]*time.Time, len(userIDs))
+	for _, userID := range userIDs {
+		if ts, ok := s.lastUsedByUserID[userID]; ok {
+			result[userID] = ts
+		}
+	}
+	return result, nil
+}
+
+func (s *userRepoStubForListUsers) GetLatestUsedAtByUserID(_ context.Context, userID int64) (*time.Time, error) {
+	if s.lastUsedErr != nil {
+		return nil, s.lastUsedErr
+	}
+	return s.lastUsedByUserID[userID], nil
+}
+
 type userGroupRateRepoStubForListUsers struct {
 	batchCalls int
 	singleCall []int64
@@ -130,3 +153,21 @@ func TestAdminService_ListUsers_PassesSortParams(t *testing.T) {
 		SortOrder: "ASC",
 	}, userRepo.listWithFiltersParams)
 }
+
+func TestAdminService_ListUsers_PopulatesLastUsedAt(t *testing.T) {
+	lastUsed := time.Now().UTC().Add(-30 * time.Minute).Truncate(time.Second)
+	userRepo := &userRepoStubForListUsers{
+		users: []User{{ID: 101, Email: "u@example.com"}},
+		lastUsedByUserID: map[int64]*time.Time{
+			101: &lastUsed,
+		},
+	}
+	svc := &adminServiceImpl{userRepo: userRepo}
+
+	users, total, err := svc.ListUsers(context.Background(), 1, 20, UserListFilters{}, "", "")
+	require.NoError(t, err)
+	require.Equal(t, int64(1), total)
+	require.Len(t, users, 1)
+	require.NotNil(t, users[0].LastUsedAt)
+	require.WithinDuration(t, lastUsed, *users[0].LastUsedAt, time.Second)
+}

backend/internal/service/user.go

@@ -26,6 +26,7 @@ type User struct {
 	SignupSource   string
 	LastLoginAt    *time.Time
 	LastActiveAt   *time.Time
+	LastUsedAt     *time.Time
 	CreatedAt      time.Time
 	UpdatedAt      time.Time
 

frontend/src/types/index.ts

@@ -93,6 +93,7 @@ export interface User {
 export interface AdminUser extends User {
   // 管理员备注（普通用户接口不返回）
   notes: string
+  last_used_at?: string | null
   // 用户专属分组倍率配置 (group_id -> rate_multiplier)
   group_rates?: Record<number, number>
   // 当前并发数（仅管理员列表接口返回）

frontend/src/views/admin/UsersView.vue

@@ -461,6 +461,12 @@
             </span>
           </template>
 
+          <template #cell-last_used_at="{ value }">
+            <span class="text-sm text-gray-500 dark:text-dark-400">
+              {{ value ? formatDateTime(value) : '-' }}
+            </span>
+          </template>
+
           <template #cell-last_active_at="{ value }">
             <span class="text-sm text-gray-500 dark:text-dark-400">
               {{ value ? formatDateTime(value) : '-' }}
@@ -713,6 +719,7 @@ const allColumns = computed<Column[]>(() => [
   { key: 'concurrency', label: t('admin.users.columns.concurrency'), sortable: true },
   { key: 'status', label: t('admin.users.columns.status'), sortable: true },
   { key: 'last_login_at', label: t('admin.users.columns.lastLogin'), sortable: true },
+  { key: 'last_used_at', label: t('admin.users.columns.lastUsed'), sortable: true },
   { key: 'last_active_at', label: t('admin.users.columns.lastActive'), sortable: true },
   { key: 'created_at', label: t('admin.users.columns.created'), sortable: true },
   { key: 'actions', label: t('admin.users.columns.actions'), sortable: false }
@@ -801,7 +808,7 @@ const searchQuery = ref('')
 const USER_SORT_STORAGE_KEY = 'admin-users-table-sort'
 const loadInitialSortState = (): { sort_by: string; sort_order: 'asc' | 'desc' } => {
   const fallback = { sort_by: 'created_at', sort_order: 'desc' as 'asc' | 'desc' }
-  const sortable = new Set(['email', 'id', 'username', 'role', 'balance', 'concurrency', 'status', 'last_login_at', 'last_active_at', 'created_at'])
+  const sortable = new Set(['email', 'id', 'username', 'role', 'balance', 'concurrency', 'status', 'last_login_at', 'last_used_at', 'last_active_at', 'created_at'])
   try {
     const raw = localStorage.getItem(USER_SORT_STORAGE_KEY)
     if (!raw) return fallback

frontend/src/views/admin/__tests__/UsersView.spec.ts

@@ -0,0 +1,162 @@
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+import { flushPromises, mount } from '@vue/test-utils'
+
+import type { AdminUser } from '@/types'
+import UsersView from '../UsersView.vue'
+
+const {
+  listUsers,
+  getAllGroups,
+  getBatchUsersUsage,
+  listEnabledDefinitions,
+  getBatchUserAttributes
+} = vi.hoisted(() => ({
+  listUsers: vi.fn(),
+  getAllGroups: vi.fn(),
+  getBatchUsersUsage: vi.fn(),
+  listEnabledDefinitions: vi.fn(),
+  getBatchUserAttributes: vi.fn()
+}))
+
+vi.mock('@/api/admin', () => ({
+  adminAPI: {
+    users: {
+      list: listUsers,
+      toggleStatus: vi.fn(),
+      delete: vi.fn()
+    },
+    groups: {
+      getAll: getAllGroups
+    },
+    dashboard: {
+      getBatchUsersUsage
+    },
+    userAttributes: {
+      listEnabledDefinitions,
+      getBatchUserAttributes
+    }
+  }
+}))
+
+vi.mock('@/stores/app', () => ({
+  useAppStore: () => ({
+    showError: vi.fn(),
+    showSuccess: vi.fn()
+  })
+}))
+
+vi.mock('vue-i18n', async () => {
+  const actual = await vi.importActual<typeof import('vue-i18n')>('vue-i18n')
+  return {
+    ...actual,
+    useI18n: () => ({
+      t: (key: string) => key
+    })
+  }
+})
+
+const createAdminUser = (): AdminUser => ({
+  id: 42,
+  username: 'scoped-user',
+  email: 'scoped@example.com',
+  role: 'user',
+  balance: 0,
+  concurrency: 1,
+  status: 'active',
+  allowed_groups: [],
+  balance_notify_enabled: false,
+  balance_notify_threshold: null,
+  balance_notify_extra_emails: [],
+  created_at: '2026-04-17T00:00:00Z',
+  updated_at: '2026-04-17T00:00:00Z',
+  notes: '',
+  last_login_at: '2026-04-16T01:00:00Z',
+  last_active_at: '2026-04-16T02:00:00Z',
+  last_used_at: '2026-04-17T02:00:00Z',
+  current_concurrency: 0
+})
+
+const DataTableStub = {
+  props: ['columns', 'data'],
+  emits: ['sort'],
+  template: `
+    <div>
+      <div data-test="columns">{{ columns.map(col => col.key).join(',') }}</div>
+      <button data-test="sort-last-used" @click="$emit('sort', 'last_used_at', 'desc')">sort</button>
+      <div v-for="row in data" :key="row.id">
+        <slot name="cell-last_used_at" :value="row.last_used_at" :row="row" />
+      </div>
+    </div>
+  `
+}
+
+describe('admin UsersView', () => {
+  beforeEach(() => {
+    localStorage.clear()
+
+    listUsers.mockReset()
+    getAllGroups.mockReset()
+    getBatchUsersUsage.mockReset()
+    listEnabledDefinitions.mockReset()
+    getBatchUserAttributes.mockReset()
+
+    listUsers.mockResolvedValue({
+      items: [createAdminUser()],
+      total: 1,
+      page: 1,
+      page_size: 20,
+      pages: 1
+    })
+    getAllGroups.mockResolvedValue([])
+    getBatchUsersUsage.mockResolvedValue({ stats: {} })
+    listEnabledDefinitions.mockResolvedValue([])
+    getBatchUserAttributes.mockResolvedValue({ values: {} })
+  })
+
+  it('shows last_used_at column and requests last_used_at sort', async () => {
+    const wrapper = mount(UsersView, {
+      global: {
+        stubs: {
+          AppLayout: { template: '<div><slot /></div>' },
+          TablePageLayout: {
+            template: '<div><slot name="filters" /><slot name="table" /><slot name="pagination" /></div>'
+          },
+          DataTable: DataTableStub,
+          Pagination: true,
+          ConfirmDialog: true,
+          EmptyState: true,
+          GroupBadge: true,
+          Select: true,
+          UserAttributesConfigModal: true,
+          UserConcurrencyCell: true,
+          UserCreateModal: true,
+          UserEditModal: true,
+          UserApiKeysModal: true,
+          UserAllowedGroupsModal: true,
+          UserBalanceModal: true,
+          UserBalanceHistoryModal: true,
+          GroupReplaceModal: true,
+          Icon: true,
+          Teleport: true
+        }
+      }
+    })
+
+    await flushPromises()
+
+    expect(wrapper.get('[data-test="columns"]').text()).toContain('last_used_at')
+
+    await wrapper.get('[data-test="sort-last-used"]').trigger('click')
+    await flushPromises()
+
+    expect(listUsers).toHaveBeenLastCalledWith(
+      1,
+      20,
+      expect.objectContaining({
+        sort_by: 'last_used_at',
+        sort_order: 'desc'
+      }),
+      expect.any(Object)
+    )
+  })
+})