feat(media-supply): resource cache sync and order flow refinements

Add a resource cache sync entrypoint (RunMediaResourceSyncOnce) driven
by the new scheduler job, and rework the backlink/sync worker around it.
Tune the meijiequan client and slow the default backlink sync interval
from 10m to 30m to reduce upstream pressure.

Trim unused public/transport surface (handler + router + swagger) and
simplify admin-web order management and ops-web media-supply views,
dropping stale shared-types fields.

apps/admin-web/src/lib/api.ts

@@ -128,7 +128,6 @@ import type {
   ScheduleTaskListResponse,
   ScheduleTaskRequest,
   ScheduleTaskStatusRequest,
-  SyncMediaSupplyBacklinksResponse,
   TemplateAnalyzeTaskRequest,
   TemplateAnalyzeTaskResultResponse,
   TemplateAssistTaskCreateResponse,
@@ -1257,12 +1256,6 @@ export const mediaSupplyApi = {
   getOrder(id: number) {
     return apiClient.get<MediaSupplyOrderDetail>(`/api/tenant/media-supply/orders/${id}`)
   },
-  syncBacklinks() {
-    return apiClient.post<SyncMediaSupplyBacklinksResponse, Record<string, never>>(
-      '/api/tenant/media-supply/orders/sync-backlinks',
-      {},
-    )
-  },
   wallet() {
     return apiClient.get<MediaSupplyWalletStatus>('/api/tenant/media-supply/wallet')
   },

apps/admin-web/src/views/MediaSupplyOrdersView.vue

@@ -1,9 +1,9 @@
 <script setup lang="ts">
 import { CopyOutlined, ReloadOutlined } from '@ant-design/icons-vue'
 import type { MediaSupplyOrderDetail } from '@geo/shared-types'
-import { useMutation, useQuery } from '@tanstack/vue-query'
+import { useQuery } from '@tanstack/vue-query'
 import { message, type TableColumnsType } from 'ant-design-vue'
-import { computed, ref } from 'vue'
+import { computed, onBeforeUnmount, ref, watch } from 'vue'
 
 import { mediaSupplyApi } from '@/lib/api'
 import { formatDateTime } from '@/lib/display'
@@ -19,11 +19,14 @@ function copyToClipboard(text?: string | null): void {
     message.warning('链接为空，无法复制')
     return
   }
-  void navigator.clipboard.writeText(url).then(() => {
-    message.success('已复制到剪贴板')
-  }).catch(() => {
-    message.error('复制失败，请手动复制')
-  })
+  void navigator.clipboard
+    .writeText(url)
+    .then(() => {
+      message.success('已复制到剪贴板')
+    })
+    .catch(() => {
+      message.error('复制失败，请手动复制')
+    })
 }
 
 const ordersQuery = useQuery({
@@ -36,35 +39,6 @@ const ordersQuery = useQuery({
     }),
 })
 
-const syncBacklinksMutation = useMutation({
-  mutationFn: () => mediaSupplyApi.syncBacklinks(),
-  onSuccess: async (result) => {
-    await ordersQuery.refetch()
-    if (result.refunded_orders > 0) {
-      message.warning(`已同步 ${result.refunded_orders} 个退稿并退款`)
-      return
-    }
-    if (result.links_updated > 0) {
-      message.success(`已同步 ${result.links_updated} 条回链`)
-      return
-    }
-    if (result.order_codes_updated > 0) {
-      message.success(`已同步 ${result.order_codes_updated} 个外部单号`)
-      return
-    }
-    message.info(
-      result.published_fetched > 0
-        ? '已检查已发表记录，暂未发现新的回链'
-        : result.problem_fetched > 0
-          ? '已检查退稿记录，暂未发现需要退款的订单'
-          : result.pending_fetched > 0
-            ? '已检查发表中记录，暂未发现新的外部单号'
-            : '暂未读取到投稿记录',
-    )
-  },
-  onError: () => message.error('同步回链失败，请稍后重试'),
-})
-
 const orders = computed(() => ordersQuery.data.value?.items ?? [])
 const total = computed(() => ordersQuery.data.value?.total ?? 0)
 
@@ -90,10 +64,6 @@ function refresh(): void {
   void ordersQuery.refetch()
 }
 
-function syncBacklinks(): void {
-  void syncBacklinksMutation.mutateAsync()
-}
-
 function handleTableChange(nextPage: number, nextPageSize: number): void {
   page.value = nextPage
   pageSize.value = nextPageSize
@@ -119,7 +89,7 @@ function orderStatusMeta(order: MediaSupplyOrderDetail): { label: string; color:
         ? { label: '已发表', color: 'success' }
         : { label: '发表中', color: 'processing' }
     case 'failed':
-      return order.wallet_refunded_at
+      return order.wallet_refunded_at && order.supplier_status === 'rejected'
         ? { label: '已退稿', color: 'default' }
         : { label: '投稿失败', color: 'error' }
     default:
@@ -149,6 +119,52 @@ function pendingBacklinkCount(order: MediaSupplyOrderDetail): number {
   return (order.items ?? []).filter((item) => !item.external_article_url).length
 }
 
+const shouldPollOrders = computed(() =>
+  orders.value.some(
+    (order) =>
+      order.status === 'queued' ||
+      order.status === 'submitting' ||
+      (order.status === 'submitted' && pendingBacklinkCount(order) > 0),
+  ),
+)
+
+let pollingTimer: ReturnType<typeof setInterval> | undefined
+
+function stopOrderPolling(): void {
+  if (pollingTimer) {
+    clearInterval(pollingTimer)
+    pollingTimer = undefined
+  }
+}
+
+function startOrderPolling(): void {
+  if (pollingTimer) {
+    return
+  }
+  pollingTimer = setInterval(() => {
+    if (typeof document !== 'undefined' && document.visibilityState === 'hidden') {
+      return
+    }
+    if (!ordersQuery.isFetching.value) {
+      void ordersQuery.refetch()
+    }
+  }, 10_000)
+}
+
+watch(
+  shouldPollOrders,
+  (enabled) => {
+    if (enabled) {
+      startOrderPolling()
+    } else {
+      stopOrderPolling()
+    }
+  },
+  { immediate: true },
+)
+
+onBeforeUnmount(stopOrderPolling)
+
 function mediaNames(order: MediaSupplyOrderDetail): string[] {
   const seen = new Set<string>()
   const names: string[] = []
@@ -233,15 +249,6 @@ function formatOrderError(message?: string | null): string {
           <ReloadOutlined :class="{ 'refresh-spinning': ordersQuery.isFetching.value }" />
           刷新
         </button>
-        <button
-          type="button"
-          class="toolbar-btn-sync"
-          :disabled="syncBacklinksMutation.isPending.value"
-          @click="syncBacklinks"
-        >
-          <ReloadOutlined v-if="syncBacklinksMutation.isPending.value" class="refresh-spinning" />
-          同步状态/回链
-        </button>
       </div>
     </section>
 
@@ -320,7 +327,7 @@ function formatOrderError(message?: string | null): string {
             <span v-else>{{ backlinkSummary(record) }}</span>
           </template>
           <template v-else-if="column.key === 'external_order_code'">
-            {{ record.external_order_code || record.external_order_id || '--' }}
+            {{ record.external_order_code || '--' }}
           </template>
           <template v-else-if="column.key === 'created_at'">
             {{ formatDateTime(record.created_at) }}

apps/ops-web/src/lib/media-supply.ts

@@ -87,8 +87,12 @@ export const opsMediaSupplyApi = {
     )
   },
   queueSync(modelId = 1) {
-    return http.post<{ job_id: number }, { model_id: number }>('/media-supply/sync-jobs', {
-      model_id: modelId,
+    return http.post<
+      { id: number; job_key: string; status: string },
+      { reason: string; config_override: { model_id: number } }
+    >('/scheduler/jobs/media_supply_cache_sync/run', {
+      reason: 'ops 手动同步媒体资源缓存',
+      config_override: { model_id: modelId },
     })
   },
   listWallets(params: OpsMediaSupplyWalletsParams) {

apps/ops-web/src/views/MediaSupplyOpsView.vue

@@ -461,7 +461,7 @@ async function queueSync(): Promise<void> {
   syncLoading.value = true
   try {
     await opsMediaSupplyApi.queueSync(MODEL_ID_AUTHORITY_NEWS)
-    message.success('同步任务已提交')
+    message.success('调度任务已提交')
   } catch (error) {
     showOpsError(error)
   } finally {

packages/shared-types/src/index.ts

@@ -652,7 +652,6 @@ export interface MediaSupplyOrderDetail {
   title: string
   remark?: string | null
   order_brand?: string | null
-  external_order_id?: string | null
   external_order_code?: string | null
   supplier_status?: string | null
   cost_total_cents: number
@@ -684,17 +683,6 @@ export interface ListMediaSupplyOrdersResponse {
   page_size: number
 }
 
-export interface SyncMediaSupplyBacklinksResponse {
-  published_fetched: number
-  pending_fetched: number
-  problem_fetched: number
-  orders_checked: number
-  orders_updated: number
-  order_codes_updated: number
-  refunded_orders: number
-  links_updated: number
-}
-
 export interface MediaSupplyWalletStatus {
   tenant_id: number
   user_id: number

server/cmd/scheduler/main.go

@@ -181,6 +181,19 @@ func main() {
 				return schedulerRunRetentionWorker.RunOnce(runCtx, jobCtx)
 			},
 		},
+		{
+			Key: "media_supply_cache_sync",
+			Run: func(runCtx context.Context, jobCtx internalscheduler.JobRunContext) (map[string]any, error) {
+				modelID := internalscheduler.AsInt(jobCtx.Config, "model_id", 1)
+				if jobCtx.DryRun {
+					return map[string]any{
+						"model_id": modelID,
+						"synced":   0,
+					}, nil
+				}
+				return app.MediaSupplyService.RunMediaResourceSyncOnce(runCtx, modelID)
+			},
+		},
 	})
 	startSchedulerWorker(ctx, &workerWG, "control_plane", app.Logger.Sugar(), controlPlane.Run)
 

server/internal/ops/app/scheduler.go

@@ -85,7 +85,7 @@ func (s *SchedulerService) ListJobs(ctx context.Context, in SchedulerJobListInpu
 		Offset:   (page - 1) * size,
 	})
 	if err != nil {
-		return nil, response.ErrInternal(53001, "scheduler_jobs_query_failed", "failed to list scheduler jobs")
+		return nil, response.ErrInternal(53001, "scheduler_jobs_query_failed", "调度任务列表读取失败")
 	}
 	return &SchedulerJobListResult{Items: items, Total: total, Page: page, Size: size}, nil
 }
@@ -140,22 +140,37 @@ func (s *SchedulerService) SetEnabled(ctx context.Context, actor *Actor, key str
 
 func (s *SchedulerService) Trigger(ctx context.Context, actor *Actor, key string, triggerType string, in SchedulerTriggerInput) (*domain.SchedulerTrigger, error) {
 	key = normalizeSchedulerJobKey(key)
-	if _, err := s.repo.GetJobForRuntime(ctx, key); err != nil {
+	job, err := s.repo.GetJobForRuntime(ctx, key)
+	if err != nil {
 		return nil, mapSchedulerJobError(err)
 	}
 	triggerType = strings.TrimSpace(triggerType)
 	if triggerType != domain.SchedulerTriggerManual && triggerType != domain.SchedulerTriggerDryRun {
 		return nil, response.ErrBadRequest(40083, "invalid_trigger_type", "trigger_type 不合法")
 	}
-	trigger, err := s.repo.CreateTrigger(ctx, repository.SchedulerTriggerCreate{
+	create := repository.SchedulerTriggerCreate{
 		JobKey:         key,
 		TriggerType:    triggerType,
 		RequestedBy:    actorID(actor),
 		Reason:         strings.TrimSpace(in.Reason),
 		ConfigOverride: sanitizeSchedulerConfig(in.ConfigOverride),
-	})
+	}
+	if triggerType == domain.SchedulerTriggerManual && boolFromSchedulerConfig(job.Config, "dedupe_manual_triggers") {
+		trigger, created, triggerErr := s.repo.CreateDedupedManualTrigger(ctx, create)
+		if triggerErr != nil {
+			return nil, response.ErrInternal(53004, "scheduler_trigger_create_failed", "创建调度触发失败")
+		}
+		if created {
+			s.auditScheduler(ctx, actor, ActionSchedulerJobRun, key, map[string]any{
+				"trigger_id": trigger.ID,
+				"reason":     strings.TrimSpace(in.Reason),
+			})
+		}
+		return trigger, nil
+	}
+	trigger, err := s.repo.CreateTrigger(ctx, create)
 	if err != nil {
-		return nil, response.ErrInternal(53004, "scheduler_trigger_create_failed", "failed to create scheduler trigger")
+		return nil, response.ErrInternal(53004, "scheduler_trigger_create_failed", "创建调度触发失败")
 	}
 	action := ActionSchedulerJobRun
 	if triggerType == domain.SchedulerTriggerDryRun {
@@ -180,15 +195,30 @@ func (s *SchedulerService) ListRuns(ctx context.Context, key, status string, pag
 		Offset: (page - 1) * size,
 	})
 	if err != nil {
-		return nil, response.ErrInternal(53005, "scheduler_runs_query_failed", "failed to list scheduler runs")
+		return nil, response.ErrInternal(53005, "scheduler_runs_query_failed", "调度运行历史读取失败")
 	}
 	return &SchedulerRunListResult{Items: items, Total: total, Page: page, Size: size}, nil
 }
 
+func boolFromSchedulerConfig(config map[string]any, key string) bool {
+	value, ok := config[key]
+	if !ok || value == nil {
+		return false
+	}
+	switch typed := value.(type) {
+	case bool:
+		return typed
+	case string:
+		return strings.EqualFold(strings.TrimSpace(typed), "true")
+	default:
+		return false
+	}
+}
+
 func (s *SchedulerService) ListInstances(ctx context.Context) ([]domain.SchedulerInstance, error) {
 	items, err := s.repo.ListInstances(ctx)
 	if err != nil {
-		return nil, response.ErrInternal(53006, "scheduler_instances_query_failed", "failed to list scheduler instances")
+		return nil, response.ErrInternal(53006, "scheduler_instances_query_failed", "调度实例读取失败")
 	}
 	return items, nil
 }
@@ -255,7 +285,7 @@ func mapSchedulerJobError(err error) error {
 	if errors.Is(err, repository.ErrSchedulerJobNotFound) {
 		return response.ErrNotFound(40480, "scheduler_job_not_found", "调度任务不存在")
 	}
-	return response.ErrInternal(53002, "scheduler_job_query_failed", "failed to load scheduler job")
+	return response.ErrInternal(53002, "scheduler_job_query_failed", "调度任务读取失败")
 }
 
 func actorID(actor *Actor) *int64 {

server/internal/ops/repository/scheduler.go

@@ -270,6 +270,115 @@ func (r *SchedulerRepository) CreateTrigger(ctx context.Context, in SchedulerTri
 	`, in.JobKey, in.TriggerType, in.RequestedBy, reason, configJSON))
 }
 
+func (r *SchedulerRepository) CreateDedupedManualTrigger(ctx context.Context, in SchedulerTriggerCreate) (*domain.SchedulerTrigger, bool, error) {
+	if in.TriggerType != domain.SchedulerTriggerManual {
+		trigger, err := r.CreateTrigger(ctx, in)
+		return trigger, true, err
+	}
+	tx, err := r.pool.Begin(ctx)
+	if err != nil {
+		return nil, false, err
+	}
+	defer tx.Rollback(ctx)
+
+	if _, err := tx.Exec(ctx, `SELECT pg_advisory_xact_lock(hashtext($1), hashtext($2))`, "scheduler_trigger", in.JobKey); err != nil {
+		return nil, false, err
+	}
+	if item, ok, err := findActiveTrigger(ctx, tx, in.JobKey, in.TriggerType); err != nil {
+		return nil, false, err
+	} else if ok {
+		return item, false, tx.Commit(ctx)
+	}
+	if _, ok, err := findRunningRun(ctx, tx, in.JobKey); err != nil {
+		return nil, false, err
+	} else if ok {
+		reason := in.Reason
+		if reason == "" {
+			reason = "已有调度任务正在执行，本次请求已合并"
+		}
+		item := &domain.SchedulerTrigger{
+			ID:             0,
+			JobKey:         in.JobKey,
+			TriggerType:    in.TriggerType,
+			Status:         domain.SchedulerRunSkipped,
+			RequestedBy:    in.RequestedBy,
+			Reason:         nullableString(reason),
+			ConfigOverride: decodeSchedulerJSONMap(nil),
+			RequestedAt:    time.Now().UTC(),
+		}
+		if in.ConfigOverride != nil {
+			item.ConfigOverride = in.ConfigOverride
+		}
+		return item, false, tx.Commit(ctx)
+	}
+
+	configJSON, err := marshalSchedulerJSONMap(in.ConfigOverride)
+	if err != nil {
+		return nil, false, err
+	}
+	trigger, err := scanSchedulerTrigger(tx.QueryRow(ctx, `
+		INSERT INTO ops.scheduler_job_triggers (job_key, trigger_type, requested_by, reason, config_override)
+		VALUES ($1, $2, $3, $4, COALESCE($5::jsonb, '{}'::jsonb))
+		RETURNING id, job_key, trigger_type, status, requested_by, reason, config_override,
+			scheduler_instance_id, run_id, requested_at, claimed_at, finished_at, error_message
+	`, in.JobKey, in.TriggerType, in.RequestedBy, nullableString(in.Reason), configJSON))
+	if err != nil {
+		return nil, false, err
+	}
+	return trigger, true, tx.Commit(ctx)
+}
+
+func (r *SchedulerRepository) FindActiveTrigger(ctx context.Context, jobKey, triggerType string) (*domain.SchedulerTrigger, bool, error) {
+	return findActiveTrigger(ctx, r.pool, jobKey, triggerType)
+}
+
+func findActiveTrigger(ctx context.Context, q interface {
+	QueryRow(context.Context, string, ...any) pgx.Row
+}, jobKey, triggerType string) (*domain.SchedulerTrigger, bool, error) {
+	item, err := scanSchedulerTrigger(q.QueryRow(ctx, `
+		SELECT id, job_key, trigger_type, status, requested_by, reason, config_override,
+			scheduler_instance_id, run_id, requested_at, claimed_at, finished_at, error_message
+		FROM ops.scheduler_job_triggers
+		WHERE job_key = $1
+		  AND trigger_type = $2
+		  AND status IN ('pending', 'claimed')
+		ORDER BY requested_at ASC, id ASC
+		LIMIT 1
+	`, jobKey, triggerType))
+	if err != nil {
+		if errors.Is(err, pgx.ErrNoRows) {
+			return nil, false, nil
+		}
+		return nil, false, err
+	}
+	return item, true, nil
+}
+
+func (r *SchedulerRepository) FindRunningRun(ctx context.Context, jobKey string) (*domain.SchedulerRun, bool, error) {
+	return findRunningRun(ctx, r.pool, jobKey)
+}
+
+func findRunningRun(ctx context.Context, q interface {
+	QueryRow(context.Context, string, ...any) pgx.Row
+}, jobKey string) (*domain.SchedulerRun, bool, error) {
+	item, err := scanSchedulerRun(q.QueryRow(ctx, `
+		SELECT id, job_key, trigger_id, scheduler_instance_id, trigger_type, status,
+			config_version, config_snapshot, stats, error_message, started_at,
+			finished_at, duration_ms
+		FROM ops.scheduler_job_runs
+		WHERE job_key = $1 AND status = 'running'
+		ORDER BY started_at DESC, id DESC
+		LIMIT 1
+	`, jobKey))
+	if err != nil {
+		if errors.Is(err, pgx.ErrNoRows) {
+			return nil, false, nil
+		}
+		return nil, false, err
+	}
+	return item, true, nil
+}
+
 func (r *SchedulerRepository) ClaimPendingTrigger(ctx context.Context, jobKey, instanceID string) (*SchedulerTriggerClaim, bool, error) {
 	var claim SchedulerTriggerClaim
 	var configRaw []byte

server/internal/scheduler/control_plane.go

@@ -222,6 +222,27 @@ func (p *ControlPlane) nextAutoAt(ctx context.Context, key string, now time.Time
 		base := now.In(loc)
 		return schedule.Next(base)
 	}
+	if window, ok := parseRandomRunWindowLocal(job.Config); ok {
+		loc, locErr := time.LoadLocation(job.Timezone)
+		if locErr != nil {
+			loc = time.Local
+		}
+		var lastStartedAt *time.Time
+		if initial {
+			startedAt, ok, lastErr := p.repo.LastAutoRunStartedAt(ctx, key)
+			if lastErr != nil {
+				if p.logger != nil {
+					p.logger.Warn("scheduler last auto run lookup failed",
+						zap.String("job_key", key),
+						zap.Error(lastErr),
+					)
+				}
+			} else if ok {
+				lastStartedAt = &startedAt
+			}
+		}
+		return nextRandomWindowAutoAt(key, now, loc, window, initial, lastStartedAt)
+	}
 	if runAt := parseRunAtLocal(job.Config); runAt != "" {
 		loc, locErr := time.LoadLocation(job.Timezone)
 		if locErr != nil {
@@ -629,6 +650,93 @@ func parseRunAtLocal(config map[string]any) string {
 	return fmt.Sprint(value)
 }
 
+type randomRunWindowLocal struct {
+	StartHour   int
+	StartMinute int
+	EndHour     int
+	EndMinute   int
+}
+
+func parseRandomRunWindowLocal(config map[string]any) (randomRunWindowLocal, bool) {
+	start := firstConfigString(config, "random_window_start", "random_window_start_local", "random_run_window_start")
+	end := firstConfigString(config, "random_window_end", "random_window_end_local", "random_run_window_end")
+	if start == "" || end == "" {
+		return randomRunWindowLocal{}, false
+	}
+	startHour, startMinute, startOK := parseHourMinute(start)
+	endHour, endMinute, endOK := parseHourMinute(end)
+	startTotal := startHour*60 + startMinute
+	endTotal := endHour*60 + endMinute
+	if !startOK || !endOK || endTotal <= startTotal {
+		return randomRunWindowLocal{}, false
+	}
+	return randomRunWindowLocal{
+		StartHour:   startHour,
+		StartMinute: startMinute,
+		EndHour:     endHour,
+		EndMinute:   endMinute,
+	}, true
+}
+
+func nextRandomWindowAutoAt(key string, now time.Time, loc *time.Location, window randomRunWindowLocal, initial bool, lastStartedAt *time.Time) time.Time {
+	if loc == nil {
+		loc = time.Local
+	}
+	localNow := now.In(loc)
+	todayStart := time.Date(localNow.Year(), localNow.Month(), localNow.Day(), window.StartHour, window.StartMinute, 0, 0, loc)
+	todayEnd := time.Date(localNow.Year(), localNow.Month(), localNow.Day(), window.EndHour, window.EndMinute, 0, 0, loc)
+	if !todayEnd.After(todayStart) {
+		return now.Add(schedulerConfigRetryInterval)
+	}
+	todayCandidate := randomWindowCandidate(key, todayStart, todayEnd)
+	if !initial {
+		tomorrowStart := todayStart.AddDate(0, 0, 1)
+		return randomWindowCandidate(key, tomorrowStart, tomorrowStart.Add(todayEnd.Sub(todayStart)))
+	}
+	if lastStartedAt != nil && sameLocalDate((*lastStartedAt).In(loc), localNow) {
+		tomorrowStart := todayStart.AddDate(0, 0, 1)
+		return randomWindowCandidate(key, tomorrowStart, tomorrowStart.Add(todayEnd.Sub(todayStart)))
+	}
+	if localNow.Before(todayCandidate) {
+		return todayCandidate
+	}
+	if localNow.Before(todayEnd) {
+		return now
+	}
+	tomorrowStart := todayStart.AddDate(0, 0, 1)
+	return randomWindowCandidate(key, tomorrowStart, tomorrowStart.Add(todayEnd.Sub(todayStart)))
+}
+
+func randomWindowCandidate(key string, start, end time.Time) time.Time {
+	seconds := int64(end.Sub(start).Seconds())
+	if seconds <= 0 {
+		return start
+	}
+	hash := fnv.New64a()
+	_, _ = hash.Write([]byte("scheduler-random-window:" + key + ":" + start.Format("2006-01-02") + ":" + start.Format("15:04") + ":" + end.Format("15:04")))
+	offset := int64(hash.Sum64() % uint64(seconds))
+	return start.Add(time.Duration(offset) * time.Second)
+}
+
+func sameLocalDate(a, b time.Time) bool {
+	ay, am, ad := a.Date()
+	by, bm, bd := b.Date()
+	return ay == by && am == bm && ad == bd
+}
+
+func firstConfigString(config map[string]any, keys ...string) string {
+	for _, key := range keys {
+		value, ok := config[key]
+		if !ok || value == nil {
+			continue
+		}
+		if text := strings.TrimSpace(fmt.Sprint(value)); text != "" {
+			return text
+		}
+	}
+	return ""
+}
+
 func parseHourMinute(value string) (int, int, bool) {
 	parts := strings.Split(strings.TrimSpace(value), ":")
 	if len(parts) != 2 {

server/internal/scheduler/control_plane_test.go

@@ -46,6 +46,46 @@ func TestNextIntervalAutoAtSchedulesAfterCurrentCompletion(t *testing.T) {
 	}
 }
 
+func TestNextRandomWindowAutoAtIsStableInsideWindow(t *testing.T) {
+	loc := time.FixedZone("CST", 8*60*60)
+	window, ok := parseRandomRunWindowLocal(map[string]any{
+		"random_window_start": "01:00",
+		"random_window_end":   "04:00",
+	})
+	if !ok {
+		t.Fatal("expected random window config to parse")
+	}
+	now := time.Date(2026, 6, 2, 0, 30, 0, 0, loc)
+
+	got := nextRandomWindowAutoAt("media_supply_cache_sync", now, loc, window, true, nil)
+	gotAgain := nextRandomWindowAutoAt("media_supply_cache_sync", now.Add(10*time.Minute), loc, window, true, nil)
+	start := time.Date(2026, 6, 2, 1, 0, 0, 0, loc)
+	end := time.Date(2026, 6, 2, 4, 0, 0, 0, loc)
+	if got.Before(start) || !got.Before(end) {
+		t.Fatalf("nextRandomWindowAutoAt() = %s, want inside [%s, %s)", got, start, end)
+	}
+	if !got.Equal(gotAgain) {
+		t.Fatalf("expected stable candidate, got %s and %s", got, gotAgain)
+	}
+}
+
+func TestNextRandomWindowAutoAtSkipsTodayAfterAutoRun(t *testing.T) {
+	loc := time.FixedZone("CST", 8*60*60)
+	window, _ := parseRandomRunWindowLocal(map[string]any{
+		"random_window_start": "01:00",
+		"random_window_end":   "04:00",
+	})
+	now := time.Date(2026, 6, 2, 2, 0, 0, 0, loc)
+	last := time.Date(2026, 6, 2, 1, 30, 0, 0, loc)
+
+	got := nextRandomWindowAutoAt("media_supply_cache_sync", now, loc, window, true, &last)
+	wantStart := time.Date(2026, 6, 3, 1, 0, 0, 0, loc)
+	wantEnd := time.Date(2026, 6, 3, 4, 0, 0, 0, loc)
+	if got.Before(wantStart) || !got.Before(wantEnd) {
+		t.Fatalf("nextRandomWindowAutoAt() = %s, want inside tomorrow window [%s, %s)", got, wantStart, wantEnd)
+	}
+}
+
 func TestIsEmptySuccessRunRequiresConfiguredZeroMetrics(t *testing.T) {
 	stats := map[string]any{
 		"hydrated_count": 0,

server/internal/shared/config/config.go

@@ -844,7 +844,7 @@ func NormalizeMediaSupplyConfig(cfg *MediaSupplyConfig) {
 		cfg.Worker.SyncMaxAttempts = 2
 	}
 	if cfg.Worker.BacklinkSyncInterval <= 0 {
-		cfg.Worker.BacklinkSyncInterval = 10 * time.Minute
+		cfg.Worker.BacklinkSyncInterval = 30 * time.Minute
 	}
 	if cfg.Worker.BacklinkBatchSize <= 0 {
 		cfg.Worker.BacklinkBatchSize = 20

server/internal/shared/swagger/descriptions.go

@@ -214,7 +214,6 @@ var routeDocs = map[string]routeDoc{
 	"POST /api/tenant/media-supply/orders":                  {"创建媒介投放订单", "为选定媒介资源创建投放订单。"},
 	"GET /api/tenant/media-supply/orders":                   {"媒介订单列表", "分页查询当前 Workspace 的媒介投放订单。"},
 	"GET /api/tenant/media-supply/orders/:id":               {"媒介订单详情", "读取指定媒介投放订单详情。"},
-	"POST /api/tenant/media-supply/orders/sync-backlinks":   {"同步媒介订单链接", "从供应商侧同步媒介订单的发布链接。"},
 	"GET /api/tenant/media-supply/wallet":                   {"媒介钱包状态", "读取当前 Workspace 的媒介供应钱包余额与状态。"},
 	"GET /api/tenant/media-supply/wallet/ledgers":           {"媒介钱包流水", "分页查询媒介供应钱包收支流水。"},
 	"POST /api/tenant/media-supply/wallet/adjustments":      {"调整媒介钱包", "创建媒介钱包余额调整记录。"},

server/internal/tenant/app/article_imitation_service.go

@@ -469,7 +469,7 @@ func (s *ArticleImitationService) failGeneration(ctx context.Context, job articl
 	now := time.Now()
 	logCtx := articleImitationJobLogContext(job, stage, "", "failed", GenerationTaskResultFailure)
 	RecordGenerationTaskEvent(GenerationTaskEventFailure, logCtx)
-	LogGenerationTaskWarn(s.logger, "imitation generation failed", logCtx, zap.Error(genErr))
+	LogGenerationTaskWarn(s.logger, "imitation generation failed", logCtx, GenerationTaskErrorFields(genErr)...)
 	title := strings.TrimSpace(job.InitialTitle)
 	if title == "" {
 		title = articleImitationFallbackTitle
@@ -659,22 +659,18 @@ func buildImitationKnowledgeQuery(params map[string]interface{}) string {
 		return ""
 	}
 
-	parts := make([]string, 0, 8)
-	appendValue := func(value string) {
-		value = strings.TrimSpace(value)
-		if value == "" {
-			return
-		}
-		parts = append(parts, value)
+	intent := knowledgeQueryIntent{
+		TaskType:       "仿写文章",
+		Title:          extractString(params, "source_title"),
+		Topic:          firstNonEmptyText(extractString(params, "source_title"), extractString(params, "extra_requirements")),
+		BrandName:      extractString(params, "brand_name"),
+		Region:         extractString(params, "region"),
+		PrimaryKeyword: firstNonEmptyText(extractString(params, "source_title"), knowledgeQueryKeywordText(extractStringList(params["keywords"], 16))),
+		Keywords:       mergeKnowledgeQueryKeywords(params["keywords"]),
+		KeyPoints:      extractString(params, "preserve_points"),
+		Extra:          strings.Join([]string{extractString(params, "avoid_points"), extractString(params, "extra_requirements")}, "\n"),
 	}
-
-	appendValue(extractString(params, "source_title"))
-	appendValue(extractString(params, "brand_name"))
-	appendValue(extractString(params, "region"))
-	appendValue(strings.Join(extractStringList(params["keywords"], 16), "\n"))
-	appendValue(extractString(params, "extra_requirements"))
-
-	return strings.Join(parts, "\n")
+	return buildKnowledgeQueryInputText(intent)
 }
 
 func appendPromptLine(b *strings.Builder, label, value string) {

server/internal/tenant/app/generation_observability.go

@@ -1,11 +1,14 @@
 package app
 
 import (
+	"errors"
 	"strings"
 	"sync/atomic"
 	"time"
 
 	"go.uber.org/zap"
+
+	"github.com/geo-platform/tenant-api/internal/shared/response"
 )
 
 const GenerationTaskStatusRunning = "running"
@@ -103,6 +106,30 @@ func LogGenerationTaskError(logger *zap.Logger, message string, ctx GenerationTa
 	logger.Error(message, append(GenerationTaskLogFields(ctx), fields...)...)
 }
 
+func GenerationTaskErrorFields(err error) []zap.Field {
+	if err == nil {
+		return []zap.Field{}
+	}
+
+	fields := []zap.Field{zap.Error(err)}
+	var appErr *response.AppError
+	if errors.As(err, &appErr) {
+		if appErr.Code > 0 {
+			fields = append(fields, zap.Int("error_code", appErr.Code))
+		}
+		if appErr.HTTPStatus > 0 {
+			fields = append(fields, zap.Int("http_status", appErr.HTTPStatus))
+		}
+		if message := strings.TrimSpace(appErr.Message); message != "" {
+			fields = append(fields, zap.String("error_message", message))
+		}
+		if detail := strings.TrimSpace(appErr.Detail); detail != "" {
+			fields = append(fields, zap.String("error_detail", detail))
+		}
+	}
+	return fields
+}
+
 type GenerationTaskMetricsSnapshot struct {
 	TransitionTotal        int64      `json:"transition_total"`
 	FailureTotal           int64      `json:"failure_total"`

server/internal/tenant/app/generation_observability_test.go

@@ -4,6 +4,7 @@ import (
 	"strings"
 	"testing"
 
+	"github.com/geo-platform/tenant-api/internal/shared/response"
 	"github.com/stretchr/testify/assert"
 )
 
@@ -91,6 +92,34 @@ func TestGenerationTaskMetricsRecordsEventsAndPrometheus(t *testing.T) {
 	assert.True(t, strings.HasSuffix(lastEventLine, " 1"), lastEventLine)
 }
 
+func TestFormatGenerationFailureKeepsAppErrorBriefForUI(t *testing.T) {
+	err := response.ErrServiceUnavailable(50353, "embedding_failed", "request siliconflow: timeout")
+
+	got := formatGenerationFailure("knowledge_resolve", err)
+
+	assert.Equal(t, "知识库检索失败 [knowledge_resolve]: embedding_failed", got)
+}
+
+func TestGenerationTaskErrorFieldsIncludesAppErrorDetailForLogs(t *testing.T) {
+	err := response.ErrServiceUnavailable(50353, "embedding_failed", "request siliconflow: timeout")
+
+	fields := GenerationTaskErrorFields(err)
+	values := map[string]any{}
+	for _, field := range fields {
+		switch {
+		case field.String != "":
+			values[field.Key] = field.String
+		case field.Integer != 0:
+			values[field.Key] = int(field.Integer)
+		}
+	}
+
+	assert.Equal(t, "embedding_failed", values["error_message"])
+	assert.Equal(t, "request siliconflow: timeout", values["error_detail"])
+	assert.Equal(t, 50353, values["error_code"])
+	assert.Equal(t, 503, values["http_status"])
+}
+
 func findPrometheusMetricLine(output, metricName string) string {
 	for _, line := range strings.Split(output, "\n") {
 		if strings.HasPrefix(line, metricName+"{") || strings.HasPrefix(line, metricName+" ") {

server/internal/tenant/app/knowledge_query.go

@@ -0,0 +1,293 @@
+package app
+
+import (
+	"encoding/json"
+	"fmt"
+	"strings"
+)
+
+const maxKnowledgeQueryQuestions = 3
+
+type knowledgeQueryIntent struct {
+	TaskType       string
+	TemplateName   string
+	Title          string
+	Topic          string
+	BrandName      string
+	Region         string
+	PrimaryKeyword string
+	Keywords       []string
+	KeyPoints      string
+	Extra          string
+}
+
+type KnowledgeQueryInput struct {
+	TaskType       string
+	TemplateName   string
+	Title          string
+	Topic          string
+	BrandName      string
+	Region         string
+	PrimaryKeyword string
+	Keywords       []string
+	KeyPoints      string
+	Extra          string
+}
+
+func BuildKnowledgeQuery(input KnowledgeQueryInput) string {
+	intent := knowledgeQueryIntent{
+		TaskType:       input.TaskType,
+		TemplateName:   input.TemplateName,
+		Title:          input.Title,
+		Topic:          input.Topic,
+		BrandName:      input.BrandName,
+		Region:         input.Region,
+		PrimaryKeyword: input.PrimaryKeyword,
+		Keywords:       input.Keywords,
+		KeyPoints:      input.KeyPoints,
+		Extra:          input.Extra,
+	}
+	return buildKnowledgeQueryInputText(intent)
+}
+
+func buildKnowledgeQueryQuestions(intent knowledgeQueryIntent) string {
+	questions := buildKnowledgeQueryQuestionList(intent)
+	return strings.Join(questions, "\n")
+}
+
+func buildKnowledgeQueryInputText(intent knowledgeQueryIntent) string {
+	intent = normalizeKnowledgeQueryIntent(intent)
+	lines := make([]string, 0, 12)
+	appendLine := func(label, value string) {
+		value = strings.TrimSpace(value)
+		if value != "" {
+			lines = append(lines, fmt.Sprintf("%s：%s", label, value))
+		}
+	}
+	appendLine("文章类型", intent.TaskType)
+	appendLine("模板名称", intent.TemplateName)
+	appendLine("标题", intent.Title)
+	appendLine("主题", intent.Topic)
+	appendLine("品牌", intent.BrandName)
+	appendLine("地域", intent.Region)
+	appendLine("主关键词", intent.PrimaryKeyword)
+	appendLine("关键词", knowledgeQueryKeywordText(intent.Keywords))
+	appendLine("重点要求", intent.KeyPoints)
+	appendLine("其他要求", intent.Extra)
+	fallback := buildKnowledgeQueryQuestionList(intent)
+	if len(fallback) > 0 {
+		lines = append(lines, "兜底检索问题：")
+		for _, question := range fallback {
+			lines = append(lines, "- "+question)
+		}
+	}
+	return strings.Join(lines, "\n")
+}
+
+func buildKnowledgeQueryRewritePrompt(rawQuery string) string {
+	rawQuery = strings.TrimSpace(rawQuery)
+	if rawQuery == "" {
+		return ""
+	}
+	return strings.TrimSpace(fmt.Sprintf(`你是知识库检索 Query Rewrite 助手。请根据用户的文章生成输入，改写出 3 个最适合去企业/产品知识库中检索的自然语言问题。
+
+目标：
+1. 让检索问题覆盖“文章类型/写作任务”真正需要的知识，而不是只重复品牌名或地域词。
+2. 优先围绕用户输入的标题、主题、品牌、地域、关键词、重点要求生成问题。
+3. 问题应适合在知识库中召回：业务范围、产品服务、优势案例、地址联系方式、资质事实、用户痛点、对比维度、避坑点、适用场景。
+4. 如果输入中出现“兜底检索问题”，只能作为参考；你需要根据上方结构化字段重新生成更贴近本次文章的 3 个问题。
+
+规则：
+- 必须输出 3 个问题。
+- 每个问题 18-60 个中文字符，尽量具体。
+- 不要生成泛泛的问题，如“这个品牌怎么样”。
+- 不要编造输入中没有的品牌、地域、产品或事实。
+- 只输出 JSON，不要 Markdown，不要解释。
+
+用户输入：
+%s`, rawQuery))
+}
+
+func parseKnowledgeQueryRewriteOutput(content string) []string {
+	content = strings.TrimSpace(content)
+	if content == "" {
+		return []string{}
+	}
+	content = strings.TrimPrefix(content, "```json")
+	content = strings.TrimPrefix(content, "```")
+	content = strings.TrimSuffix(content, "```")
+	content = strings.TrimSpace(content)
+
+	var payload struct {
+		Questions []string `json:"questions"`
+	}
+	if err := json.Unmarshal([]byte(content), &payload); err == nil && len(payload.Questions) > 0 {
+		return normalizeKnowledgeQueryQuestions(payload.Questions)
+	}
+
+	var list []string
+	if err := json.Unmarshal([]byte(content), &list); err == nil && len(list) > 0 {
+		return normalizeKnowledgeQueryQuestions(list)
+	}
+	return []string{}
+}
+
+func normalizeKnowledgeQueryQuestions(values []string) []string {
+	questions := make([]string, 0, maxKnowledgeQueryQuestions)
+	for _, value := range values {
+		appendKnowledgeQuestion(&questions, value)
+		if len(questions) >= maxKnowledgeQueryQuestions {
+			break
+		}
+	}
+	return questions
+}
+
+func buildKnowledgeQueryQuestionList(intent knowledgeQueryIntent) []string {
+	intent = normalizeKnowledgeQueryIntent(intent)
+	questions := make([]string, 0, maxKnowledgeQueryQuestions)
+
+	subject := firstNonEmptyText(intent.Topic, intent.Title, intent.PrimaryKeyword, intent.BrandName, "当前主题")
+	brandScope := firstNonEmptyText(joinKnowledgeQueryParts("，", intent.BrandName, intent.Region), intent.BrandName, subject)
+	keywordScope := knowledgeQueryKeywordText(intent.Keywords)
+
+	switch {
+	case strings.Contains(intent.TaskType, "推荐榜") || strings.Contains(strings.ToLower(intent.TaskType), "top"):
+		appendKnowledgeQuestion(&questions, fmt.Sprintf("%s 中有哪些与 %s 相关的品牌、产品、服务能力和选型依据？", subject, brandScope))
+		appendKnowledgeQuestion(&questions, fmt.Sprintf("%s 写作时需要引用哪些关于 %s 的准确事实、优势、案例、地址或联系方式？", intent.TaskType, firstNonEmptyText(intent.BrandName, subject)))
+		appendKnowledgeQuestion(&questions, fmt.Sprintf("%s 相关关键词 %s 对应的用户关注点、避坑点和对比维度是什么？", subject, firstNonEmptyText(keywordScope, intent.PrimaryKeyword, subject)))
+	case strings.Contains(intent.TaskType, "评测") || strings.Contains(strings.ToLower(intent.TaskType), "review"):
+		appendKnowledgeQuestion(&questions, fmt.Sprintf("%s 的产品特性、参数、卖点、适用人群和使用场景是什么？", subject))
+		appendKnowledgeQuestion(&questions, fmt.Sprintf("%s 有哪些真实体验、优缺点、案例、价格或售后信息可用于评测？", firstNonEmptyText(intent.BrandName, subject)))
+		appendKnowledgeQuestion(&questions, fmt.Sprintf("围绕 %s 和 %s，用户最关心哪些购买决策问题？", subject, firstNonEmptyText(keywordScope, intent.PrimaryKeyword, subject)))
+	case strings.Contains(intent.TaskType, "仿写"):
+		appendKnowledgeQuestion(&questions, fmt.Sprintf("仿写 %s 时，%s 有哪些必须保留或补充的品牌事实和业务信息？", subject, firstNonEmptyText(intent.BrandName, subject)))
+		appendKnowledgeQuestion(&questions, fmt.Sprintf("%s 相关关键词 %s 对应的产品、服务、案例和用户需求是什么？", subject, firstNonEmptyText(keywordScope, intent.PrimaryKeyword, subject)))
+		appendKnowledgeQuestion(&questions, fmt.Sprintf("生成 %s 时需要避免遗漏哪些地址、联系方式、优势、资质或落地案例？", firstNonEmptyText(intent.TaskType, "仿写文章")))
+	default:
+		appendKnowledgeQuestion(&questions, fmt.Sprintf("%s 这篇%s需要引用哪些核心事实、产品服务、案例和用户关注点？", subject, firstNonEmptyText(intent.TaskType, "文章")))
+		appendKnowledgeQuestion(&questions, fmt.Sprintf("%s 与 %s 相关的准确资料、品牌信息、地址、联系方式和业务范围是什么？", firstNonEmptyText(intent.BrandName, subject), firstNonEmptyText(keywordScope, intent.PrimaryKeyword, subject)))
+		appendKnowledgeQuestion(&questions, fmt.Sprintf("围绕 %s，用户最可能关心哪些问题、痛点、对比维度和解决方案？", firstNonEmptyText(keywordScope, subject)))
+	}
+
+	appendKnowledgeQuestion(&questions, intent.KeyPoints)
+	appendKnowledgeQuestion(&questions, intent.Extra)
+	return questions
+}
+
+func normalizeKnowledgeQueryIntent(intent knowledgeQueryIntent) knowledgeQueryIntent {
+	intent.TaskType = strings.TrimSpace(intent.TaskType)
+	intent.TemplateName = strings.TrimSpace(intent.TemplateName)
+	intent.Title = strings.TrimSpace(intent.Title)
+	intent.Topic = strings.TrimSpace(intent.Topic)
+	intent.BrandName = strings.TrimSpace(intent.BrandName)
+	intent.Region = strings.TrimSpace(intent.Region)
+	intent.PrimaryKeyword = strings.TrimSpace(intent.PrimaryKeyword)
+	intent.KeyPoints = strings.TrimSpace(intent.KeyPoints)
+	intent.Extra = strings.TrimSpace(intent.Extra)
+	intent.Keywords = normalizeKnowledgeQueryKeywords(intent.Keywords, 6)
+	if intent.TaskType == "" {
+		intent.TaskType = strings.TrimSpace(intent.TemplateName)
+	}
+	return intent
+}
+
+func appendKnowledgeQuestion(questions *[]string, question string) {
+	if questions == nil || len(*questions) >= maxKnowledgeQueryQuestions {
+		return
+	}
+	question = normalizeKnowledgeQueryQuestion(question)
+	if question == "" {
+		return
+	}
+	for _, existing := range *questions {
+		if normalizeKnowledgeQueryQuestion(existing) == question {
+			return
+		}
+	}
+	*questions = append(*questions, question)
+}
+
+func normalizeKnowledgeQueryQuestion(question string) string {
+	question = strings.TrimSpace(question)
+	if question == "" {
+		return ""
+	}
+	question = strings.Join(strings.Fields(question), " ")
+	for _, bad := range []string{" ，", "， ", " ？", " ?"} {
+		question = strings.ReplaceAll(question, bad, strings.TrimSpace(bad))
+	}
+	question = strings.Trim(question, " ，,;；")
+	if question == "" {
+		return ""
+	}
+	if !strings.HasSuffix(question, "？") && !strings.HasSuffix(question, "?") {
+		question += "？"
+	}
+	return question
+}
+
+func mergeKnowledgeQueryKeywords(values ...interface{}) []string {
+	keywords := make([]string, 0)
+	for _, value := range values {
+		keywords = append(keywords, extractStringList(value, 16)...)
+		if text := strings.TrimSpace(formatPromptValue(value)); text != "" && len(extractStringList(value, 1)) == 0 {
+			keywords = append(keywords, text)
+		}
+	}
+	return normalizeKnowledgeQueryKeywords(keywords, 6)
+}
+
+func normalizeKnowledgeQueryKeywords(keywords []string, limit int) []string {
+	result := make([]string, 0, len(keywords))
+	seen := make(map[string]struct{}, len(keywords))
+	for _, keyword := range keywords {
+		keyword = strings.TrimSpace(keyword)
+		if keyword == "" {
+			continue
+		}
+		key := strings.ToLower(strings.Join(strings.Fields(keyword), " "))
+		if _, ok := seen[key]; ok {
+			continue
+		}
+		seen[key] = struct{}{}
+		result = append(result, keyword)
+		if limit > 0 && len(result) >= limit {
+			break
+		}
+	}
+	return result
+}
+
+func knowledgeQueryKeywordText(keywords []string) string {
+	keywords = normalizeKnowledgeQueryKeywords(keywords, 6)
+	return strings.Join(keywords, "、")
+}
+
+func firstNonEmptyPromptString(params map[string]interface{}, keys ...string) string {
+	for _, key := range keys {
+		if text := strings.TrimSpace(stringValue(params[key])); text != "" {
+			return text
+		}
+	}
+	return ""
+}
+
+func firstNonEmptyText(values ...string) string {
+	for _, value := range values {
+		if text := strings.TrimSpace(value); text != "" {
+			return text
+		}
+	}
+	return ""
+}
+
+func joinKnowledgeQueryParts(sep string, values ...string) string {
+	parts := make([]string, 0, len(values))
+	for _, value := range values {
+		if text := strings.TrimSpace(value); text != "" {
+			parts = append(parts, text)
+		}
+	}
+	return strings.Join(parts, sep)
+}

server/internal/tenant/app/knowledge_query_test.go

@@ -0,0 +1,141 @@
+package app
+
+import (
+	"context"
+	"errors"
+	"strings"
+	"testing"
+
+	"github.com/geo-platform/tenant-api/internal/shared/llm"
+)
+
+func TestBuildGenerationKnowledgeQueryIncludesContextAndFallbackQuestions(t *testing.T) {
+	query := buildGenerationKnowledgeQuery("top_x_article", "Top X 推荐文章", map[string]interface{}{
+		"topic":                  "合肥全屋定制",
+		"brand_name":             "安徽海翔家居",
+		"region":                 "合肥",
+		"primary_keyword":        "合肥定制家具",
+		"supplemental_questions": []string{"合肥家具品牌怎么选", "全屋定制避坑"},
+		"key_points":             "突出门店与服务能力",
+	})
+
+	for _, expected := range []string{
+		"文章类型：推荐榜文章",
+		"模板名称：Top X 推荐文章",
+		"主题：合肥全屋定制",
+		"品牌：安徽海翔家居",
+		"地域：合肥",
+		"主关键词：合肥定制家具",
+		"兜底检索问题：",
+	} {
+		if !strings.Contains(query, expected) {
+			t.Fatalf("buildGenerationKnowledgeQuery() = %q, want %q", query, expected)
+		}
+	}
+
+	questions := normalizeKnowledgeResolveQueries(query)
+	if len(questions) != maxKnowledgeQueryQuestions {
+		t.Fatalf("normalizeKnowledgeResolveQueries() len = %d, want %d: %#v", len(questions), maxKnowledgeQueryQuestions, questions)
+	}
+	for _, question := range questions {
+		if !strings.HasSuffix(question, "？") {
+			t.Fatalf("question = %q, want Chinese question mark", question)
+		}
+	}
+}
+
+func TestParseKnowledgeQueryRewriteOutputAcceptsObjectAndArray(t *testing.T) {
+	objectQuestions := parseKnowledgeQueryRewriteOutput(`{"questions":["安徽海翔家居在合肥有哪些门店和联系方式？","安徽海翔家居主营哪些全屋定制产品和服务？","合肥全屋定制用户选择时关注哪些案例和售后？"]}`)
+	if len(objectQuestions) != maxKnowledgeQueryQuestions {
+		t.Fatalf("object questions len = %d, want %d: %#v", len(objectQuestions), maxKnowledgeQueryQuestions, objectQuestions)
+	}
+	if objectQuestions[0] != "安徽海翔家居在合肥有哪些门店和联系方式？" {
+		t.Fatalf("first object question = %q", objectQuestions[0])
+	}
+
+	arrayQuestions := parseKnowledgeQueryRewriteOutput(`["安徽海翔家居有什么品牌优势？","合肥全屋定制有哪些案例可引用？","全屋定制选型需要哪些避坑信息？"]`)
+	if len(arrayQuestions) != maxKnowledgeQueryQuestions {
+		t.Fatalf("array questions len = %d, want %d: %#v", len(arrayQuestions), maxKnowledgeQueryQuestions, arrayQuestions)
+	}
+}
+
+func TestNormalizeKnowledgeResolveQueriesPrefersFallbackQuestionBlock(t *testing.T) {
+	query := strings.Join([]string{
+		"文章类型：推荐榜文章",
+		"主题：合肥全屋定制",
+		"品牌：安徽海翔家居",
+		"重点要求：",
+		"请突出本地服务",
+		"不要写成硬广",
+		"兜底检索问题：",
+		"- 安徽海翔家居在合肥有哪些门店和联系方式？",
+		"- 安徽海翔家居主营哪些全屋定制产品和服务？",
+		"- 合肥全屋定制用户选择时关注哪些案例和售后？",
+	}, "\n")
+
+	got := normalizeKnowledgeResolveQueries(query)
+	want := []string{
+		"安徽海翔家居在合肥有哪些门店和联系方式？",
+		"安徽海翔家居主营哪些全屋定制产品和服务？",
+		"合肥全屋定制用户选择时关注哪些案例和售后？",
+	}
+	if len(got) != len(want) {
+		t.Fatalf("normalizeKnowledgeResolveQueries() = %#v, want %#v", got, want)
+	}
+	for index := range want {
+		if got[index] != want[index] {
+			t.Fatalf("normalizeKnowledgeResolveQueries()[%d] = %q, want %q", index, got[index], want[index])
+		}
+	}
+}
+
+func TestRewriteKnowledgeResolveQueriesUsesKnowledgeURLModelAndJSONObject(t *testing.T) {
+	client := &fakeKnowledgeQueryLLM{
+		content: `{"questions":["安徽海翔家居在合肥有哪些门店和联系方式？","安徽海翔家居主营哪些全屋定制产品和服务？","合肥全屋定制用户选择时关注哪些案例和售后？"]}`,
+	}
+	svc := &KnowledgeService{
+		llmClient: client,
+		cfg:       knowledgeRuntimeConfig{URLMarkdownModel: "knowledge-url-fast"},
+	}
+
+	questions, err := svc.rewriteKnowledgeResolveQueries(context.Background(), "品牌：安徽海翔家居\n地域：合肥")
+	if err != nil {
+		t.Fatalf("rewriteKnowledgeResolveQueries() error = %v", err)
+	}
+	if len(questions) != maxKnowledgeQueryQuestions {
+		t.Fatalf("questions len = %d, want %d: %#v", len(questions), maxKnowledgeQueryQuestions, questions)
+	}
+	if client.request.Model != "knowledge-url-fast" {
+		t.Fatalf("Generate model = %q, want knowledge-url-fast", client.request.Model)
+	}
+	if client.request.ResponseFormat == nil || client.request.ResponseFormat.Type != llm.ResponseFormatTypeJSONObject {
+		t.Fatalf("ResponseFormat = %#v, want json_object", client.request.ResponseFormat)
+	}
+	if !strings.Contains(client.request.Prompt, "品牌：安徽海翔家居") || !strings.Contains(client.request.Prompt, "必须输出 3 个问题") {
+		t.Fatalf("Prompt = %q, want raw user input and three-question instruction", client.request.Prompt)
+	}
+}
+
+type fakeKnowledgeQueryLLM struct {
+	request llm.GenerateRequest
+	content string
+	err     error
+}
+
+func (f *fakeKnowledgeQueryLLM) Validate() error {
+	if f.err != nil {
+		return f.err
+	}
+	return nil
+}
+
+func (f *fakeKnowledgeQueryLLM) Generate(_ context.Context, req llm.GenerateRequest, _ func(string)) (*llm.GenerateResult, error) {
+	f.request = req
+	if f.err != nil {
+		return nil, f.err
+	}
+	if strings.TrimSpace(f.content) == "" {
+		return nil, errors.New("empty fake content")
+	}
+	return &llm.GenerateResult{Content: f.content, Model: req.Model}, nil
+}

server/internal/tenant/app/knowledge_service.go

@@ -836,9 +836,34 @@ func (s *KnowledgeService) ResolveContext(
 	if len(requestedGroupIDs) == 0 {
 		return nil, nil
 	}
-	if strings.TrimSpace(query) == "" {
+	queries := normalizeKnowledgeResolveQueries(query)
+	if len(queries) == 0 {
 		return nil, nil
 	}
+	queryRewriteStage := "fallback"
+	queryRewriteModel := strings.TrimSpace(s.runtimeConfig().URLMarkdownModel)
+	if rewritten, err := s.rewriteKnowledgeResolveQueries(ctx, query); err != nil {
+		if s.logger != nil {
+			s.logger.Warn("knowledge query rewrite failed",
+				zap.String("query", knowledgeLogPreview(query, 600)),
+				zap.String("query_rewrite_model", queryRewriteModel),
+				zap.Strings("fallback_queries", queries),
+				zap.Error(err),
+			)
+		}
+	} else if len(rewritten) >= maxKnowledgeQueryQuestions {
+		queries = rewritten
+		queryRewriteStage = "model"
+	} else if len(rewritten) > 0 && s.logger != nil {
+		s.logger.Warn("knowledge query rewrite returned insufficient questions",
+			zap.String("query", knowledgeLogPreview(query, 600)),
+			zap.String("query_rewrite_model", queryRewriteModel),
+			zap.Strings("model_queries", rewritten),
+			zap.Int("model_query_count", len(rewritten)),
+			zap.Strings("fallback_queries", queries),
+		)
+	}
+	rerankQuery := strings.Join(queries, "\n")
 	if err := s.provider.Validate(); err != nil {
 		return nil, response.ErrServiceUnavailable(50351, "retrieval_unavailable", err.Error())
 	}
@@ -861,32 +886,39 @@ func (s *KnowledgeService) ResolveContext(
 		PreciseFacts: s.collectKnowledgeContextPreciseFacts(ctx, tenantID, searchGroupIDs, nil),
 	}
 
-	vectors, err := s.provider.Embed(ctx, []string{query})
+	vectors, err := s.provider.Embed(ctx, queries)
 	if err != nil {
 		return nil, response.ErrServiceUnavailable(50353, "embedding_failed", err.Error())
 	}
-	if len(vectors) == 0 || len(vectors[0]) == 0 {
-		return nil, response.ErrServiceUnavailable(50353, "embedding_failed", "embedding vector is empty")
+	if len(vectors) != len(queries) {
+		return nil, response.ErrServiceUnavailable(50353, "embedding_failed", "embedding result count mismatch")
 	}
 
 	runtimeCfg := s.runtimeConfig()
-	searchPoints, err := s.store.Search(ctx, retrieval.SearchRequest{
-		Vector:   vectors[0],
-		TenantID: tenantID,
-		GroupIDs: searchGroupIDs,
-		Limit:    runtimeCfg.RecallLimit,
-	})
-	if err != nil {
-		return nil, response.ErrServiceUnavailable(50354, "qdrant_search_failed", err.Error())
+	searchPoints := make([]retrieval.SearchPoint, 0, len(queries)*runtimeCfg.RecallLimit)
+	for index, vector := range vectors {
+		if len(vector) == 0 {
+			return nil, response.ErrServiceUnavailable(50353, "embedding_failed", fmt.Sprintf("embedding vector is empty at query index %d", index))
+		}
+		points, err := s.store.Search(ctx, retrieval.SearchRequest{
+			Vector:   vector,
+			TenantID: tenantID,
+			GroupIDs: searchGroupIDs,
+			Limit:    runtimeCfg.RecallLimit,
+		})
+		if err != nil {
+			return nil, response.ErrServiceUnavailable(50354, "qdrant_search_failed", err.Error())
+		}
+		searchPoints = append(searchPoints, points...)
 	}
 	if len(searchPoints) == 0 {
-		s.logKnowledgeResolve(baseContext, tenantID, query, "no_search_points", nil, nil)
+		s.logKnowledgeResolve(baseContext, tenantID, rerankQuery, "no_search_points", queryRewriteStage, queryRewriteModel, nil, nil)
 		return baseContext, nil
 	}
 
 	candidates := dedupeKnowledgeSearchCandidates(knowledgeSnippetsFromSearchPoints(searchPoints))
 	if len(candidates) == 0 {
-		s.logKnowledgeResolve(baseContext, tenantID, query, "no_candidate_text", nil, nil)
+		s.logKnowledgeResolve(baseContext, tenantID, rerankQuery, "no_candidate_text", queryRewriteStage, queryRewriteModel, nil, nil)
 		return baseContext, nil
 	}
 
@@ -895,7 +927,7 @@ func (s *KnowledgeService) ResolveContext(
 		return nil, err
 	}
 	if len(candidates) == 0 {
-		s.logKnowledgeResolve(baseContext, tenantID, query, "no_active_candidates", nil, nil)
+		s.logKnowledgeResolve(baseContext, tenantID, rerankQuery, "no_active_candidates", queryRewriteStage, queryRewriteModel, nil, nil)
 		return baseContext, nil
 	}
 
@@ -904,13 +936,13 @@ func (s *KnowledgeService) ResolveContext(
 		documents = append(documents, candidate.RerankText())
 	}
 
-	reranked, err := s.provider.Rerank(ctx, query, documents, minInt(runtimeCfg.RerankTopN, len(documents)))
+	reranked, err := s.provider.Rerank(ctx, rerankQuery, documents, minInt(runtimeCfg.RerankTopN, len(documents)))
 	if err != nil {
 		selected := selectKnowledgeCandidateSnippets(candidates, runtimeCfg.RerankTopN)
 		selected = s.enrichKnowledgePromptSnippets(ctx, tenantID, selected)
 		baseContext.Snippets = selected
 		baseContext.PreciseFacts = s.collectKnowledgeContextPreciseFacts(ctx, tenantID, searchGroupIDs, selected)
-		s.logKnowledgeResolve(baseContext, tenantID, query, "rerank_failed_fallback", candidates, selected)
+		s.logKnowledgeResolve(baseContext, tenantID, rerankQuery, "rerank_failed_fallback", queryRewriteStage, queryRewriteModel, candidates, selected)
 		return baseContext, nil
 	}
 
@@ -918,21 +950,48 @@ func (s *KnowledgeService) ResolveContext(
 	selected = s.enrichKnowledgePromptSnippets(ctx, tenantID, selected)
 	baseContext.Snippets = selected
 	baseContext.PreciseFacts = s.collectKnowledgeContextPreciseFacts(ctx, tenantID, searchGroupIDs, selected)
-	s.logKnowledgeResolve(baseContext, tenantID, query, "resolved", candidates, selected)
+	s.logKnowledgeResolve(baseContext, tenantID, rerankQuery, "resolved", queryRewriteStage, queryRewriteModel, candidates, selected)
 	return baseContext, nil
 }
 
+func (s *KnowledgeService) rewriteKnowledgeResolveQueries(ctx context.Context, query string) ([]string, error) {
+	if s == nil || s.llmClient == nil {
+		return []string{}, nil
+	}
+	prompt := buildKnowledgeQueryRewritePrompt(query)
+	if prompt == "" {
+		return []string{}, nil
+	}
+	runtimeCfg := s.runtimeConfig()
+	result, err := s.llmClient.Generate(ctx, llm.GenerateRequest{
+		Model:           runtimeCfg.URLMarkdownModel,
+		Prompt:          prompt,
+		Timeout:         15 * time.Second,
+		MaxOutputTokens: 600,
+		ResponseFormat: &llm.ResponseFormat{
+			Type: llm.ResponseFormatTypeJSONObject,
+		},
+	}, nil)
+	if err != nil {
+		return nil, err
+	}
+	return parseKnowledgeQueryRewriteOutput(result.Content), nil
+}
+
 func (s *KnowledgeService) logKnowledgeResolve(
 	knowledgeCtx *KnowledgeContext,
 	tenantID int64,
 	query string,
 	stage string,
+	queryRewriteStage string,
+	queryRewriteModel string,
 	candidates []KnowledgeSnippet,
 	selected []KnowledgeSnippet,
 ) {
 	if s == nil || s.logger == nil || knowledgeCtx == nil {
 		return
 	}
+	queries := normalizeKnowledgeResolveQueries(query)
 
 	s.logger.Info("knowledge resolve result",
 		zap.String("stage", strings.TrimSpace(stage)),
@@ -940,6 +999,10 @@ func (s *KnowledgeService) logKnowledgeResolve(
 		zap.Int64s("group_ids", knowledgeCtx.GroupIDs),
 		zap.Strings("group_names", knowledgeCtx.GroupNames),
 		zap.String("query", knowledgeLogPreview(query, 600)),
+		zap.Strings("queries", queries),
+		zap.Int("query_count", len(queries)),
+		zap.String("query_rewrite_stage", strings.TrimSpace(queryRewriteStage)),
+		zap.String("query_rewrite_model", strings.TrimSpace(queryRewriteModel)),
 		zap.Int("candidate_count", len(candidates)),
 		zap.Int("selected_count", len(selected)),
 		zap.Int("precise_fact_count", len(knowledgeCtx.PreciseFacts)),
@@ -947,6 +1010,75 @@ func (s *KnowledgeService) logKnowledgeResolve(
 	)
 }
 
+func normalizeKnowledgeResolveQueries(query string) []string {
+	lines := strings.Split(strings.TrimSpace(query), "\n")
+	queries := make([]string, 0, minInt(maxKnowledgeQueryQuestions, len(lines)))
+	seen := make(map[string]struct{}, len(lines))
+
+	for index, line := range lines {
+		if strings.TrimSuffix(strings.TrimSpace(line), "：") != "兜底检索问题" {
+			continue
+		}
+		for _, fallbackLine := range lines[index+1:] {
+			text := strings.TrimSpace(fallbackLine)
+			if text == "" {
+				continue
+			}
+			if !strings.HasPrefix(text, "-") {
+				break
+			}
+			appendNormalizedKnowledgeResolveQuery(&queries, seen, strings.TrimSpace(strings.TrimPrefix(text, "-")))
+			if len(queries) >= maxKnowledgeQueryQuestions {
+				return queries
+			}
+		}
+		if len(queries) > 0 {
+			return queries
+		}
+	}
+
+	inFallbackQuestions := false
+	for _, line := range lines {
+		text := strings.TrimSpace(line)
+		if text == "" {
+			continue
+		}
+		if strings.TrimSuffix(text, "：") == "兜底检索问题" {
+			inFallbackQuestions = true
+			continue
+		}
+		if strings.Contains(text, "：") && !strings.HasPrefix(text, "-") && !inFallbackQuestions {
+			continue
+		}
+		if inFallbackQuestions && !strings.HasPrefix(text, "-") {
+			continue
+		}
+		text = strings.TrimPrefix(text, "-")
+		text = strings.TrimSpace(text)
+		appendNormalizedKnowledgeResolveQuery(&queries, seen, text)
+		if len(queries) >= maxKnowledgeQueryQuestions {
+			break
+		}
+	}
+	return queries
+}
+
+func appendNormalizedKnowledgeResolveQuery(queries *[]string, seen map[string]struct{}, text string) {
+	if queries == nil || len(*queries) >= maxKnowledgeQueryQuestions {
+		return
+	}
+	text = strings.TrimSpace(text)
+	if text == "" {
+		return
+	}
+	key := strings.ToLower(strings.Join(strings.Fields(text), " "))
+	if _, exists := seen[key]; exists {
+		return
+	}
+	seen[key] = struct{}{}
+	*queries = append(*queries, text)
+}
+
 // for debug
 func summarizeKnowledgeSnippetsForLog(snippets []KnowledgeSnippet) []map[string]any {
 	if len(snippets) == 0 {

server/internal/tenant/app/media_supply_public.go

@@ -45,7 +45,7 @@ func mediaSupplyPublicErrorMessage(err error) string {
 	case errors.Is(err, errMeijiequanOrderRejected):
 		return "媒体供应商拒绝投稿，请检查文章内容或联系管理员处理"
 	case errors.Is(err, errMediaSupplySelectedResourcesMissing):
-		return "媒体资源价格刷新失败，请稍后重试或重新选择媒体"
+		return "媒体资源暂不可用或已下架，请重新选择媒体"
 	case errors.Is(err, errMediaSupplyLockedSellBelowCost):
 		return "媒体成本价已变化，当前锁定价格低于成本，请重新提交"
 	case errors.Is(err, errMediaSupplyAccountUserIDMissing):
@@ -63,7 +63,7 @@ func mediaSupplyPublicGenericErrorMessage(message string) string {
 	lower := strings.ToLower(message)
 	switch {
 	case strings.Contains(lower, "failed to refresh supplier price"):
-		return "媒体资源价格刷新失败，请稍后重试或重新选择媒体"
+		return "媒体资源暂不可用或已下架，请重新选择媒体"
 	case strings.Contains(lower, "supplier cost increased above locked sell price"):
 		return "媒体成本价已变化，当前锁定价格低于成本，请重新提交"
 	case strings.Contains(lower, "username") || strings.Contains(lower, "password") || strings.Contains(lower, "credentials"):

server/internal/tenant/app/media_supply_service.go

@@ -22,6 +22,7 @@ import (
 
 type MediaSupplyService struct {
 	pool   *pgxpool.Pool
+	redis  *goredis.Client
 	logger *zap.Logger
 	cfg    config.Provider
 	client *MeijiequanClient
@@ -35,6 +36,7 @@ func NewMediaSupplyService(pool *pgxpool.Pool, redis *goredis.Client, logger *za
 	client := NewMeijiequanClient(redis, current.MediaSupply.Meijiequan)
 	return &MediaSupplyService{
 		pool:   pool,
+		redis:  redis,
 		logger: logger,
 		cfg:    cfg,
 		client: client,
@@ -403,19 +405,6 @@ func (s *MediaSupplyService) SessionStatus(ctx context.Context) (*MeijiequanSess
 	return status, nil
 }
 
-func (s *MediaSupplyService) SyncBacklinks(ctx context.Context) (*SyncMediaSupplyBacklinksResponse, error) {
-	if !isTenantAdmin(auth.MustActor(ctx)) {
-		return nil, response.ErrForbidden(40360, "media_supply_admin_required", "需要租户管理员权限")
-	}
-	_ = s.mediaSupplyConfig()
-	worker := NewMediaSupplyWorker(s, s.pool, s.logger)
-	result, err := worker.syncPublishedBacklinksNow(ctx)
-	if err != nil {
-		return nil, mediaSupplyClientError(err)
-	}
-	return result, nil
-}
-
 func (s *MediaSupplyService) SetResourcePrice(ctx context.Context, resourceID int64, req SetSupplierMediaPriceRequest) error {
 	if actor, ok := auth.ActorFromCtx(ctx); ok && !isTenantAdmin(actor) {
 		return response.ErrForbidden(40360, "media_supply_admin_required", "需要租户管理员权限")
@@ -982,18 +971,34 @@ func (s *MediaSupplyService) GetOrder(ctx context.Context, orderID int64) (*Medi
 	return &item, nil
 }
 
+type mediaResourceSyncStats struct {
+	Synced               int
+	RemovedPriceOverride int
+}
+
 func (s *MediaSupplyService) UpsertSyncedResources(ctx context.Context, resources []UpsertSupplierMediaResourceInput) (int, error) {
+	stats, err := s.upsertSyncedResourcesWithStats(ctx, resources)
+	return stats.Synced, err
+}
+
+func (s *MediaSupplyService) upsertSyncedResourcesWithStats(ctx context.Context, resources []UpsertSupplierMediaResourceInput) (mediaResourceSyncStats, error) {
 	if len(resources) == 0 {
-		return 0, nil
+		return mediaResourceSyncStats{}, nil
 	}
-	count := 0
+	tx, err := s.pool.Begin(ctx)
+	if err != nil {
+		return mediaResourceSyncStats{}, err
+	}
+	defer tx.Rollback(ctx)
+	stats := mediaResourceSyncStats{}
 	for _, resource := range resources {
 		raw := compactJSON(resource.Raw)
 		costPrices, _ := json.Marshal(resource.CostPrices)
 		if len(costPrices) == 0 {
 			costPrices = []byte(`{}`)
 		}
-		if _, err := s.pool.Exec(ctx, `
+		var resourceID int64
+		if err := tx.QueryRow(ctx, `
 			INSERT INTO supplier_media_resources (
 			    supplier, supplier_resource_id, model_id, name, status, cost_price_cents,
 			    cost_prices_json, sale_price_label, resource_url, baidu_weight, resource_remark,
@@ -1022,18 +1027,111 @@ func (s *MediaSupplyService) UpsertSyncedResources(ctx context.Context, resource
 			    raw_json = EXCLUDED.raw_json,
 			    updated_at = NOW(),
 			    deleted_at = NULL
+			RETURNING id
 		`, resource.Supplier, resource.SupplierResourceID, resource.ModelID, resource.Name, resource.Status,
 			resource.CostPriceCents, costPrices, nullableTrimmedString(resource.SalePriceLabel),
 			nullableTrimmedString(resource.ResourceURL), resource.BaiduWeight, nullableTrimmedString(resource.ResourceRemark),
 			nullableTrimmedString(resource.ChannelType), nullableTrimmedString(resource.Region),
 			nullableTrimmedString(resource.InclusionEffect), nullableTrimmedString(resource.LinkType),
 			nullableTrimmedString(resource.PublishRate), nullableTrimmedString(resource.DeliverySpeed),
-			resource.SupplierUpdatedAt, raw); err != nil {
-			return count, err
+			resource.SupplierUpdatedAt, raw).Scan(&resourceID); err != nil {
+			return stats, err
 		}
-		count++
+		removed, err := s.deletePriceOverridesBelowCost(ctx, tx, resourceID)
+		if err != nil {
+			return stats, err
+		}
+		stats.RemovedPriceOverride += removed
+		stats.Synced++
 	}
-	return count, nil
+	if err := tx.Commit(ctx); err != nil {
+		return stats, err
+	}
+	return stats, nil
+}
+
+func (s *MediaSupplyService) deletePriceOverridesBelowCost(ctx context.Context, q interface {
+	Exec(context.Context, string, ...any) (pgconn.CommandTag, error)
+}, resourceID int64) (int, error) {
+	if s == nil || q == nil || resourceID <= 0 {
+		return 0, nil
+	}
+	tag, err := q.Exec(ctx, `
+		DELETE FROM supplier_media_price_overrides o
+		USING supplier_media_resources r
+		WHERE o.resource_id = r.id
+		  AND r.id = $1
+		  AND r.supplier = $2
+		  AND r.deleted_at IS NULL
+		  AND o.enabled = TRUE
+		  AND o.sell_price_cents < COALESCE(
+		        CASE
+		          WHEN o.price_type = 'price' THEN COALESCE(NULLIF(r.cost_prices_json->>'price', '')::bigint, NULLIF(r.cost_prices_json->>'sale_price', '')::bigint)
+		          ELSE NULLIF(r.cost_prices_json->>o.price_type, '')::bigint
+		        END,
+		        r.cost_price_cents
+		      )
+	`, resourceID, mediaSupplySupplierMeijiequan)
+	return int(tag.RowsAffected()), err
+}
+
+func (s *MediaSupplyService) RunMediaResourceSyncOnce(ctx context.Context, modelID int) (map[string]any, error) {
+	if s == nil || s.pool == nil || s.client == nil {
+		return nil, response.ErrServiceUnavailable(50360, "media_supply_store_unavailable", "媒体投稿服务暂不可用")
+	}
+	cfg := s.mediaSupplyConfig()
+	if !cfg.Enabled {
+		return map[string]any{"synced": 0, "model_id": modelID, "disabled": true}, nil
+	}
+	if modelID <= 0 {
+		modelID = 1
+	}
+	if status, statusErr := s.client.SessionStatus(ctx); statusErr != nil || status == nil || !status.Available {
+		if loginStatus, loginErr := s.client.LoginWithConfiguredAccount(ctx); loginErr != nil {
+			return nil, mediaSupplyClientError(loginErr)
+		} else if loginStatus == nil || !loginStatus.Available {
+			return nil, mediaSupplyClientError(errMeijiequanSessionMissing)
+		}
+	}
+	stats, err := s.syncMediaResourceModel(ctx, modelID, cfg.Meijiequan.SyncPageSize, cfg.Meijiequan.MaxSyncPages, cfg.Meijiequan.SyncPageDelay)
+	if err != nil {
+		return nil, mediaSupplyClientError(err)
+	}
+	return map[string]any{
+		"model_id":                modelID,
+		"synced":                  stats.Synced,
+		"removed_price_overrides": stats.RemovedPriceOverride,
+	}, nil
+}
+
+func (s *MediaSupplyService) syncMediaResourceModel(ctx context.Context, modelID, pageSize, maxPages int, pageDelay time.Duration) (mediaResourceSyncStats, error) {
+	var total mediaResourceSyncStats
+	for page := 1; page <= maxPages; page++ {
+		if page > 1 && pageDelay > 0 {
+			select {
+			case <-ctx.Done():
+				return total, ctx.Err()
+			case <-time.After(pageDelay):
+			}
+		}
+		mediaPage, err := s.client.ListMedia(ctx, modelID, page, pageSize)
+		if err != nil {
+			return total, err
+		}
+		stats, err := s.upsertSyncedResourcesWithStats(ctx, mediaPage.Items)
+		if err != nil {
+			return total, err
+		}
+		total.Synced += stats.Synced
+		total.RemovedPriceOverride += stats.RemovedPriceOverride
+		if len(mediaPage.Items) == 0 {
+			break
+		}
+		if mediaPage.AllPage > 0 && page >= mediaPage.AllPage {
+			break
+		}
+	}
+	return total, nil
 }
 
 func (s *MediaSupplyService) resourceCostForPriceType(ctx context.Context, resourceID int64, priceType string) (int64, error) {
@@ -1253,6 +1351,14 @@ func costForResourcePriceType(resource SupplierMediaResource, priceType string)
 	return resource.CostPriceCents
 }
 
+func mediaSupplyOverrideBelowCost(resource SupplierMediaResource, priceType string, overrideCents int64, overrideEnabled bool) bool {
+	if !overrideEnabled {
+		return false
+	}
+	cost := costForResourcePriceType(resource, normalizeMediaSupplyPriceType(priceType))
+	return cost > 0 && overrideCents < cost
+}
+
 func mediaSupplyClientError(err error) error {
 	switch {
 	case errors.Is(err, errMeijiequanCredentialsMissing):
@@ -1335,5 +1441,14 @@ func scanMediaSupplyOrder(row mediaSupplyOrderScanner) (MediaSupplyOrderDetail,
 		message := mediaSupplyPublicGenericErrorMessage(*item.ErrorMessage)
 		item.ErrorMessage = &message
 	}
+	item.ExternalOrderID = nil
+	if item.ExternalOrderCode != nil {
+		code := strings.ToUpper(strings.TrimSpace(*item.ExternalOrderCode))
+		if !isLikelyMeijiequanOrderCode(code) {
+			item.ExternalOrderCode = nil
+		} else {
+			item.ExternalOrderCode = &code
+		}
+	}
 	return item, nil
 }

server/internal/tenant/app/media_supply_test.go

@@ -104,6 +104,28 @@ func TestMediaSupplySellPriceAppliesMarkupBeforeRoundUp(t *testing.T) {
 	}
 }
 
+func TestMediaSupplyOverrideBelowCostUsesSyncedCostPrices(t *testing.T) {
+	resource := SupplierMediaResource{
+		CostPriceCents: 1000,
+		CostPrices: map[string]int64{
+			"price":   1500,
+			"priceyc": 2200,
+		},
+	}
+	if !mediaSupplyOverrideBelowCost(resource, "price", 1400, true) {
+		t.Fatal("expected default price override below synced price cost to be cleared")
+	}
+	if mediaSupplyOverrideBelowCost(resource, "price", 1500, true) {
+		t.Fatal("expected override equal to synced price cost to stay")
+	}
+	if !mediaSupplyOverrideBelowCost(resource, "priceyc", 2100, true) {
+		t.Fatal("expected priceyc override below synced priceyc cost to be cleared")
+	}
+	if mediaSupplyOverrideBelowCost(resource, "priceyc", 2100, false) {
+		t.Fatal("disabled override should not be treated as active loss risk")
+	}
+}
+
 func TestMediaSupplyResourceOrderSQL(t *testing.T) {
 	priceSQL := "sell_price_expr"
 	if got := mediaSupplyResourceOrderSQL("price", priceSQL); got != "(sell_price_expr) ASC, r.id DESC" {
@@ -149,9 +171,23 @@ func TestRetryableMediaSupplyErrorTreatsBusinessFailuresAsTerminal(t *testing.T)
 	}
 }
 
+func TestMediaSupplyRefreshFailureMessageIsActionable(t *testing.T) {
+	got := mediaSupplyPublicErrorMessage(errMediaSupplySelectedResourcesMissing)
+	if got != "媒体资源暂不可用或已下架，请重新选择媒体" {
+		t.Fatalf("unexpected refresh failure message: %s", got)
+	}
+
+	got = mediaSupplyPublicGenericErrorMessage("failed to refresh supplier price for 1 selected resources")
+	if got != "媒体资源暂不可用或已下架，请重新选择媒体" {
+		t.Fatalf("unexpected generic refresh failure message: %s", got)
+	}
+}
+
 func TestScanMediaSupplyOrderRedactsPublicFields(t *testing.T) {
 	now := time.Now().UTC()
 	errorMessage := "failed to refresh supplier price for 1 selected resources"
+	externalOrderID := "U6210"
+	externalOrderCode := "U6210"
 	item, err := scanMediaSupplyOrder(mediaSupplyOrderScanStub{values: []any{
 		int64(1),
 		int64(2),
@@ -165,8 +201,8 @@ func TestScanMediaSupplyOrderRedactsPublicFields(t *testing.T) {
 		"测试标题",
 		(*string)(nil),
 		(*string)(nil),
-		(*string)(nil),
-		(*string)(nil),
+		&externalOrderID,
+		&externalOrderCode,
 		(*string)(nil),
 		int64(100),
 		int64(120),
@@ -187,9 +223,15 @@ func TestScanMediaSupplyOrderRedactsPublicFields(t *testing.T) {
 	if strings.Contains(strings.ToLower(item.Supplier), "meijiequan") {
 		t.Fatalf("supplier was not redacted: %s", item.Supplier)
 	}
-	if item.ErrorMessage == nil || *item.ErrorMessage != "媒体资源价格刷新失败，请稍后重试或重新选择媒体" {
+	if item.ErrorMessage == nil || *item.ErrorMessage != "媒体资源暂不可用或已下架，请重新选择媒体" {
 		t.Fatalf("unexpected public error message: %#v", item.ErrorMessage)
 	}
+	if item.ExternalOrderID != nil {
+		t.Fatalf("external order id should not be exposed: %#v", item.ExternalOrderID)
+	}
+	if item.ExternalOrderCode != nil {
+		t.Fatalf("invalid external order code should not be exposed: %#v", item.ExternalOrderCode)
+	}
 }
 
 func TestMeijiequanCreateOrderFormMatchesUpstreamShape(t *testing.T) {
@@ -471,6 +513,7 @@ func TestDecodeMeijiequanAllArticleHTMLKeepsStatusAndRejectReasonColumns(t *test
 	if problem.OrderCode != "WM119065" ||
 		problem.Title != "合肥全屋定制怎么选？5 大主流品牌优缺点对比 + 选购建议" ||
 		problem.ResourceName != "博客园（GEO排名可发）" ||
+		problem.PriceCents != 300 ||
 		problem.Status != "退稿申请中" ||
 		problem.RejectReason != "不想发布了" {
 		t.Fatalf("unexpected problem article: %#v", problem)
@@ -478,6 +521,7 @@ func TestDecodeMeijiequanAllArticleHTMLKeepsStatusAndRejectReasonColumns(t *test
 	published := page.Items[1]
 	if published.OrderCode != "WM118996" ||
 		published.ResourceName != "金融树洞网" ||
+		published.PriceCents != 300 ||
 		published.Status != "已发布" ||
 		published.ExternalArticleURL != "http://jrsd.huaihuarexian.cn/caijing/11221014.html" {
 		t.Fatalf("unexpected published article: %#v", published)
@@ -507,14 +551,15 @@ func TestDecodeMeijiequanPublishedArticleJSONRejectsShowURL(t *testing.T) {
 
 func TestMatchMeijiequanPublishedArticlesPrefersResourceID(t *testing.T) {
 	items := []MediaSupplyOrderItem{
-		{ID: 11, SupplierResourceID: "36122", ResourceNameSnapshot: "测试新闻网"},
-		{ID: 12, SupplierResourceID: "36123", ResourceNameSnapshot: "另一个媒体"},
+		{ID: 11, SupplierResourceID: "36122", ResourceNameSnapshot: "测试新闻网", LockedCostPriceCents: 300, LockedSellPriceCents: 500},
+		{ID: 12, SupplierResourceID: "36123", ResourceNameSnapshot: "另一个媒体", LockedCostPriceCents: 300, LockedSellPriceCents: 500},
 	}
 	matches := matchMeijiequanPublishedArticles(mediaSupplySubmitOrder{Title: "2026合肥品牌推荐"}, items, []MeijiequanPublishedArticle{
 		{
 			Title:              "2026合肥品牌推荐",
 			ResourceID:         "36123_price_0",
 			ResourceName:       "另一个媒体",
+			PriceCents:         300,
 			ExternalArticleURL: "https://news.example.test/b.html",
 		},
 	})
@@ -526,6 +571,76 @@ func TestMatchMeijiequanPublishedArticlesPrefersResourceID(t *testing.T) {
 	}
 }
 
+func TestMatchMeijiequanOrderCodeArticleUsesTitleResourceAndPriceFallback(t *testing.T) {
+	items := []MediaSupplyOrderItem{{
+		ID:                   11,
+		SupplierResourceID:   "36122",
+		ResourceNameSnapshot: "博客园（GEO排名可发）",
+		LockedCostPriceCents: 300,
+		LockedSellPriceCents: 900,
+	}}
+	article := matchMeijiequanOrderCodeArticle(
+		mediaSupplySubmitOrder{Title: "合肥全屋定制怎么选"},
+		items,
+		[]MeijiequanPublishedArticle{
+			{OrderCode: "WM120001", Title: "合肥全屋定制怎么选", ResourceName: "博客园（GEO排名可发）", PriceCents: 900},
+			{OrderCode: "WM120002", Title: "合肥全屋定制怎么选", ResourceName: "博客园（GEO排名可发）", PriceCents: 300},
+		},
+	)
+	if article == nil || article.OrderCode != "WM120002" {
+		t.Fatalf("expected title/resource/price fallback to match WM120002, got %#v", article)
+	}
+}
+
+func TestMatchMeijiequanOrderCodeArticleDoesNotFallbackWhenOrderCodeDiffers(t *testing.T) {
+	orderCode := "WM120090"
+	items := []MediaSupplyOrderItem{{
+		ID:                   11,
+		SupplierResourceID:   "36122",
+		ResourceNameSnapshot: "博客园（GEO排名可发）",
+		LockedCostPriceCents: 300,
+		LockedSellPriceCents: 900,
+	}}
+	article := matchMeijiequanOrderCodeArticle(
+		mediaSupplySubmitOrder{Title: "合肥全屋定制怎么选", ExternalOrderCode: &orderCode},
+		items,
+		[]MeijiequanPublishedArticle{{
+			OrderCode:    "WM120091",
+			Title:        "合肥全屋定制怎么选",
+			ResourceName: "博客园（GEO排名可发）",
+			PriceCents:   300,
+		}},
+	)
+	if article != nil {
+		t.Fatalf("article with different order code should not match: %#v", article)
+	}
+}
+
+func TestMatchMeijiequanPublishedArticlesDoesNotFallbackWhenOrderCodeDiffers(t *testing.T) {
+	orderCode := "WM120090"
+	items := []MediaSupplyOrderItem{{
+		ID:                   11,
+		SupplierResourceID:   "36122",
+		ResourceNameSnapshot: "博客园（GEO排名可发）",
+		LockedCostPriceCents: 300,
+		LockedSellPriceCents: 900,
+	}}
+	matches := matchMeijiequanPublishedArticles(
+		mediaSupplySubmitOrder{Title: "合肥全屋定制怎么选", ExternalOrderCode: &orderCode},
+		items,
+		[]MeijiequanPublishedArticle{{
+			OrderCode:          "WM120091",
+			Title:              "合肥全屋定制怎么选",
+			ResourceName:       "博客园（GEO排名可发）",
+			PriceCents:         300,
+			ExternalArticleURL: "https://news.example.test/a.html",
+		}},
+	)
+	if len(matches) != 0 {
+		t.Fatalf("article with different order code should not match: %#v", matches)
+	}
+}
+
 func TestMatchMeijiequanProblemArticleReturnsRejectReasonForCustomer(t *testing.T) {
 	orderCode := "WM119065"
 	article := matchMeijiequanProblemArticle(
@@ -547,6 +662,43 @@ func TestMatchMeijiequanProblemArticleReturnsRejectReasonForCustomer(t *testing.
 	}
 }
 
+func TestMatchMeijiequanProblemArticleDoesNotFallbackWhenOrderCodeDiffers(t *testing.T) {
+	orderCode := "WM119065"
+	article := matchMeijiequanProblemArticle(
+		mediaSupplySubmitOrder{Title: "合肥全屋定制怎么选", ExternalOrderCode: &orderCode},
+		[]MediaSupplyOrderItem{{
+			ID:                   11,
+			SupplierResourceID:   "36122",
+			ResourceNameSnapshot: "博客园（GEO排名可发）",
+			LockedCostPriceCents: 300,
+		}},
+		[]MeijiequanPublishedArticle{{
+			OrderCode:    "WM119066",
+			Title:        "合肥全屋定制怎么选",
+			ResourceName: "博客园（GEO排名可发）",
+			PriceCents:   300,
+			Status:       "退稿申请中",
+			RejectReason: "不想发布了",
+		}},
+	)
+	if article != nil {
+		t.Fatalf("problem article with different order code should not match: %#v", article)
+	}
+}
+
+func TestMeijiequanOrderCodeOnlyAcceptsWMOrderNumber(t *testing.T) {
+	if isLikelyMeijiequanOrderCode("U6210") {
+		t.Fatal("U6210 should not be treated as an external order number")
+	}
+	if got := firstMeijiequanOrderCode("user U6210 created WM120090"); got != "WM120090" {
+		t.Fatalf("unexpected order code extraction: %s", got)
+	}
+	invalidCode := "U6210"
+	if got := mediaSupplyOrderCodeValue(mediaSupplySubmitOrder{ExternalOrderCode: &invalidCode}); got != "" {
+		t.Fatalf("invalid external order code should not be used for matching: %s", got)
+	}
+}
+
 func TestMaskMeijiequanUsername(t *testing.T) {
 	if got := maskMeijiequanUsername("17788409108"); got != "177******08" {
 		t.Fatalf("unexpected masked username: %s", got)

server/internal/tenant/app/media_supply_worker.go

@@ -12,6 +12,8 @@ import (
 	"github.com/jackc/pgx/v5"
 	"github.com/jackc/pgx/v5/pgxpool"
 	"go.uber.org/zap"
+
+	"github.com/geo-platform/tenant-api/internal/shared/config"
 )
 
 type MediaSupplyWorker struct {
@@ -46,7 +48,12 @@ var (
 	errMediaSupplyLockedSellBelowCost      = errors.New("supplier cost increased above locked sell price")
 )
 
-var mediaSupplyOrderCodePattern = regexp.MustCompile(`(?i)\b[A-Z]{1,12}\d{3,}\b`)
+var mediaSupplyOrderCodePattern = regexp.MustCompile(`(?i)\bWM\d{3,}\b`)
+
+const (
+	mediaSupplyValidExternalOrderCodeSQL = `TRIM(COALESCE(external_order_code, '')) ~* '^WM[0-9]{3,}$'`
+	mediaSupplyBacklinkSyncCooldownKey   = "media_supply:backlink_sync:cooldown"
+)
 
 func NewMediaSupplyWorker(service *MediaSupplyService, pool *pgxpool.Pool, logger *zap.Logger) *MediaSupplyWorker {
 	return &MediaSupplyWorker{service: service, pool: pool, logger: logger}
@@ -107,27 +114,14 @@ func (w *MediaSupplyWorker) processOneSyncJob(ctx context.Context) error {
 	if err != nil || !ok {
 		return err
 	}
-	cfg := w.service.mediaSupplyConfig()
-	if status, statusErr := w.service.client.SessionStatus(ctx); statusErr != nil || status == nil || !status.Available {
-		if loginStatus, loginErr := w.service.client.LoginWithConfiguredAccount(ctx); loginErr != nil {
-			return w.failSyncJob(ctx, job, loginErr)
-		} else if loginStatus == nil || !loginStatus.Available {
-			return w.failSyncJob(ctx, job, errMeijiequanSessionMissing)
-		}
-	}
 	modelID := 1
 	if job.ModelID != nil && *job.ModelID > 0 {
 		modelID = *job.ModelID
 	}
-	totalSynced := 0
-	stats := map[string]any{"models": map[int]int{}}
-	modelSynced, syncErr := w.syncModel(ctx, modelID, cfg.Meijiequan.SyncPageSize, cfg.Meijiequan.MaxSyncPages, cfg.Meijiequan.SyncPageDelay)
+	stats, syncErr := w.service.RunMediaResourceSyncOnce(ctx, modelID)
 	if syncErr != nil {
 		return w.failSyncJob(ctx, job, syncErr)
 	}
-	totalSynced += modelSynced
-	stats["models"].(map[int]int)[modelID] = modelSynced
-	stats["synced"] = totalSynced
 	raw, _ := json.Marshal(stats)
 	if _, err := w.pool.Exec(ctx, `
 		UPDATE media_supply_sync_jobs
@@ -140,32 +134,8 @@ func (w *MediaSupplyWorker) processOneSyncJob(ctx context.Context) error {
 }
 
 func (w *MediaSupplyWorker) syncModel(ctx context.Context, modelID, pageSize, maxPages int, pageDelay time.Duration) (int, error) {
-	total := 0
-	for page := 1; page <= maxPages; page++ {
-		if page > 1 && pageDelay > 0 {
-			select {
-			case <-ctx.Done():
-				return total, ctx.Err()
-			case <-time.After(pageDelay):
-			}
-		}
-		mediaPage, err := w.service.client.ListMedia(ctx, modelID, page, pageSize)
-		if err != nil {
-			return total, err
-		}
-		count, err := w.service.UpsertSyncedResources(ctx, mediaPage.Items)
-		if err != nil {
-			return total, err
-		}
-		total += count
-		if len(mediaPage.Items) == 0 {
-			break
-		}
-		if mediaPage.AllPage > 0 && page >= mediaPage.AllPage {
-			break
-		}
-	}
-	return total, nil
+	stats, err := w.service.syncMediaResourceModel(ctx, modelID, pageSize, maxPages, pageDelay)
+	return stats.Synced, err
 }
 
 func (w *MediaSupplyWorker) processOneOrder(ctx context.Context) error {
@@ -331,11 +301,46 @@ func (w *MediaSupplyWorker) refreshSelectedResourcesFromUpstream(ctx context.Con
 		}
 	}
 	if len(pending) > 0 {
-		return fmt.Errorf("%w for %d selected resources", errMediaSupplySelectedResourcesMissing, len(pending))
+		return w.validatePendingResourcesFromCache(ctx, modelID, items, pending)
 	}
 	return nil
 }
 
+func (w *MediaSupplyWorker) validatePendingResourcesFromCache(ctx context.Context, modelID int, items []MediaSupplyOrderItem, pending map[string]struct{}) error {
+	if len(pending) == 0 {
+		return nil
+	}
+	tx, err := w.pool.Begin(ctx)
+	if err != nil {
+		return err
+	}
+	defer tx.Rollback(ctx)
+	missing := 0
+	for _, item := range items {
+		resourceID := strings.TrimSpace(item.SupplierResourceID)
+		if _, ok := pending[resourceID]; !ok {
+			continue
+		}
+		resource, _, _, loadErr := w.service.loadResourceForOrder(ctx, tx, item.ResourceID, modelID, item.PriceType)
+		if loadErr != nil {
+			missing++
+			continue
+		}
+		currentCost := costForResourcePriceType(resource, item.PriceType)
+		if currentCost <= 0 {
+			missing++
+			continue
+		}
+		if currentCost > item.LockedSellPriceCents {
+			return fmt.Errorf("%w for resource %s", errMediaSupplyLockedSellBelowCost, item.SupplierResourceID)
+		}
+	}
+	if missing > 0 {
+		return fmt.Errorf("%w for %d selected resources", errMediaSupplySelectedResourcesMissing, missing)
+	}
+	return tx.Commit(ctx)
+}
+
 func (w *MediaSupplyWorker) processBacklinkSync(ctx context.Context) error {
 	cfg := w.service.mediaSupplyConfig()
 	if cfg.Worker.BacklinkSyncInterval <= 0 {
@@ -375,12 +380,8 @@ func (w *MediaSupplyWorker) processBacklinkSync(ctx context.Context) error {
 			            AND NULLIF(TRIM(COALESCE(item.external_article_url, '')), '') IS NULL
 			      )
 			  )
-			  AND (
-			      supplier_status IS DISTINCT FROM $3
-			      OR updated_at <= NOW() - $4::interval
-			  )
 		)
-	`, mediaSupplySupplierMeijiequan, mediaSupplyOrderStatusSubmitted, "published", pgInterval(cfg.Worker.BacklinkSyncInterval)).Scan(&due); err != nil {
+	`, mediaSupplySupplierMeijiequan, mediaSupplyOrderStatusSubmitted).Scan(&due); err != nil {
 		return err
 	}
 	if err := tx.Commit(ctx); err != nil {
@@ -389,7 +390,18 @@ func (w *MediaSupplyWorker) processBacklinkSync(ctx context.Context) error {
 	if !due && cleared == 0 {
 		return nil
 	}
-	return w.syncPublishedBacklinks(ctx)
+	if allowed, err := w.claimBacklinkSyncCooldown(ctx, cfg.Worker.BacklinkSyncInterval); err != nil || !allowed {
+		return err
+	}
+	_, err = w.syncPublishedBacklinksNowUnthrottled(ctx, cfg)
+	return err
+}
+
+func (w *MediaSupplyWorker) claimBacklinkSyncCooldown(ctx context.Context, interval time.Duration) (bool, error) {
+	if interval <= 0 || w == nil || w.service == nil || w.service.redis == nil {
+		return true, nil
+	}
+	return w.service.redis.SetNX(ctx, mediaSupplyBacklinkSyncCooldownKey, time.Now().UTC().Format(time.RFC3339), interval).Result()
 }
 
 func (w *MediaSupplyWorker) clearInvalidBacklinks(ctx context.Context) (int64, error) {
@@ -410,16 +422,21 @@ func (w *MediaSupplyWorker) clearInvalidBacklinks(ctx context.Context) (int64, e
 }
 
 func (w *MediaSupplyWorker) syncPublishedBacklinks(ctx context.Context) error {
-	_, err := w.syncPublishedBacklinksNow(ctx)
+	cfg := w.service.mediaSupplyConfig()
+	if allowed, err := w.claimBacklinkSyncCooldown(ctx, cfg.Worker.BacklinkSyncInterval); err != nil {
+		return err
+	} else if !allowed {
+		return nil
+	}
+	_, err := w.syncPublishedBacklinksNowUnthrottled(ctx, cfg)
 	return err
 }
 
-func (w *MediaSupplyWorker) syncPublishedBacklinksNow(ctx context.Context) (*SyncMediaSupplyBacklinksResponse, error) {
+func (w *MediaSupplyWorker) syncPublishedBacklinksNowUnthrottled(ctx context.Context, cfg config.MediaSupplyConfig) (*SyncMediaSupplyBacklinksResponse, error) {
 	result := &SyncMediaSupplyBacklinksResponse{}
 	if _, err := w.clearInvalidBacklinks(ctx); err != nil {
 		return result, err
 	}
-	cfg := w.service.mediaSupplyConfig()
 	userID := strings.TrimSpace(cfg.Meijiequan.UserID)
 	if status, statusErr := w.service.client.SessionStatus(ctx); statusErr != nil || status == nil || !status.Available {
 		loginStatus, loginErr := w.service.client.LoginWithConfiguredAccount(ctx)
@@ -598,7 +615,7 @@ func (w *MediaSupplyWorker) loadOrderCodeSyncCandidates(ctx context.Context, lim
 		WHERE supplier = $1
 		  AND status = $2
 		  AND deleted_at IS NULL
-		  AND NULLIF(TRIM(COALESCE(external_order_code, '')), '') IS NULL
+		  AND NOT (`+mediaSupplyValidExternalOrderCodeSQL+`)
 		ORDER BY submitted_at DESC NULLS LAST, id DESC
 		LIMIT $3
 	`, mediaSupplySupplierMeijiequan, mediaSupplyOrderStatusSubmitted, limit)
@@ -633,7 +650,7 @@ func (w *MediaSupplyWorker) loadOrderCodeSyncCandidates(ctx context.Context, lim
 }
 
 func (w *MediaSupplyWorker) updateOrderCode(ctx context.Context, order mediaSupplySubmitOrder, pending []MeijiequanPublishedArticle) (bool, error) {
-	if order.ExternalOrderCode != nil && strings.TrimSpace(*order.ExternalOrderCode) != "" {
+	if order.ExternalOrderCode != nil && isLikelyMeijiequanOrderCode(*order.ExternalOrderCode) {
 		return false, nil
 	}
 	items, err := w.service.listOrderItems(ctx, order.ID)
@@ -661,7 +678,7 @@ func (w *MediaSupplyWorker) updateOrderCode(ctx context.Context, order mediaSupp
 		    END,
 		    updated_at = NOW()
 		WHERE id = $1
-		  AND NULLIF(TRIM(COALESCE(external_order_code, '')), '') IS NULL
+		  AND NOT (`+mediaSupplyValidExternalOrderCodeSQL+`)
 	`, order.ID, article.OrderCode, article.OrderID, compactJSON(raw))
 	if err != nil {
 		return false, err
@@ -1185,7 +1202,7 @@ func matchMeijiequanPublishedArticles(order mediaSupplySubmitOrder, items []Medi
 			}
 			continue
 		}
-		itemID := matchMeijiequanPublishedArticleItem(orderTitle, unmatched, article)
+		itemID := matchMeijiequanPublishedArticleItem(orderTitle, orderCode, unmatched, article)
 		if itemID <= 0 {
 			continue
 		}
@@ -1205,6 +1222,7 @@ func matchMeijiequanOrderCodeArticle(order mediaSupplySubmitOrder, items []Media
 				return &articles[idx]
 			}
 		}
+		return nil
 	}
 	orderTitle := normalizeMeijiequanMatchText(order.Title)
 	for idx := range articles {
@@ -1212,11 +1230,8 @@ func matchMeijiequanOrderCodeArticle(order mediaSupplySubmitOrder, items []Media
 		if strings.TrimSpace(article.OrderCode) == "" {
 			continue
 		}
-		articleTitle := normalizeMeijiequanMatchText(article.Title)
-		if orderTitle != "" && articleTitle != "" && (strings.Contains(articleTitle, orderTitle) || strings.Contains(orderTitle, articleTitle)) {
-			if len(items) <= 1 || articleMatchesAnyOrderItem(*article, items) {
-				return article
-			}
+		if articleMatchesOrderFallback(orderTitle, *article, items) {
+			return article
 		}
 	}
 	return nil
@@ -1236,6 +1251,7 @@ func matchMeijiequanProblemArticle(order mediaSupplySubmitOrder, items []MediaSu
 				return article
 			}
 		}
+		return nil
 	}
 	orderTitle := normalizeMeijiequanMatchText(order.Title)
 	for idx := range articles {
@@ -1243,11 +1259,8 @@ func matchMeijiequanProblemArticle(order mediaSupplySubmitOrder, items []MediaSu
 		if !isMeijiequanProblemArticle(*article) {
 			continue
 		}
-		articleTitle := normalizeMeijiequanMatchText(article.Title)
-		if orderTitle != "" && articleTitle != "" && (strings.Contains(articleTitle, orderTitle) || strings.Contains(orderTitle, articleTitle)) {
-			if len(items) <= 1 || articleMatchesAnyOrderItem(*article, items) {
-				return article
-			}
+		if articleMatchesOrderFallback(orderTitle, *article, items) {
+			return article
 		}
 	}
 	return nil
@@ -1255,7 +1268,7 @@ func matchMeijiequanProblemArticle(order mediaSupplySubmitOrder, items []MediaSu
 
 func mediaSupplyOrderCodeValue(order mediaSupplySubmitOrder) string {
 	if order.ExternalOrderCode != nil {
-		if value := strings.TrimSpace(*order.ExternalOrderCode); value != "" {
+		if value := strings.TrimSpace(*order.ExternalOrderCode); isLikelyMeijiequanOrderCode(value) {
 			return value
 		}
 	}
@@ -1343,31 +1356,69 @@ func articleMatchesAnyOrderItem(article MeijiequanPublishedArticle, items []Medi
 	return false
 }
 
-func matchMeijiequanPublishedArticleItem(orderTitle string, items map[int64]MediaSupplyOrderItem, article MeijiequanPublishedArticle) int64 {
-	resourceID := normalizeMeijiequanPublishedResourceID(article.ResourceID)
-	if resourceID != "" {
-		for itemID, item := range items {
-			if strings.EqualFold(strings.TrimSpace(item.SupplierResourceID), resourceID) {
-				return itemID
-			}
+func articleMatchesOrderFallback(orderTitle string, article MeijiequanPublishedArticle, items []MediaSupplyOrderItem) bool {
+	if !articleTitleMatchesOrder(orderTitle, article) {
+		return false
+	}
+	if len(items) == 0 {
+		return false
+	}
+	for _, item := range items {
+		if articleMatchesOrderItemFallback(article, item) {
+			return true
 		}
 	}
+	return false
+}
+
+func articleTitleMatchesOrder(orderTitle string, article MeijiequanPublishedArticle) bool {
 	articleTitle := normalizeMeijiequanMatchText(article.Title)
-	if orderTitle != "" && articleTitle != "" && (strings.Contains(articleTitle, orderTitle) || strings.Contains(orderTitle, articleTitle)) {
-		if len(items) == 1 {
-			for itemID := range items {
-				return itemID
-			}
+	return orderTitle != "" && articleTitle != "" && (strings.Contains(articleTitle, orderTitle) || strings.Contains(orderTitle, articleTitle))
+}
+
+func articleMatchesOrderItemFallback(article MeijiequanPublishedArticle, item MediaSupplyOrderItem) bool {
+	return articleMatchesOrderItemResource(article, item) && articleMatchesOrderItemPrice(article, item)
+}
+
+func articleMatchesOrderItemResource(article MeijiequanPublishedArticle, item MediaSupplyOrderItem) bool {
+	resourceID := normalizeMeijiequanPublishedResourceID(article.ResourceID)
+	if resourceID != "" && strings.EqualFold(strings.TrimSpace(item.SupplierResourceID), resourceID) {
+		return true
+	}
+	resourceName := normalizeMeijiequanMatchText(article.ResourceName)
+	itemName := normalizeMeijiequanMatchText(item.ResourceNameSnapshot)
+	return resourceName != "" && itemName != "" && (strings.Contains(itemName, resourceName) || strings.Contains(resourceName, itemName))
+}
+
+func articleMatchesOrderItemPrice(article MeijiequanPublishedArticle, item MediaSupplyOrderItem) bool {
+	if article.PriceCents <= 0 {
+		return false
+	}
+	return article.PriceCents == item.LockedCostPriceCents
+}
+
+func matchMeijiequanPublishedArticleItem(orderTitle, orderCode string, items map[int64]MediaSupplyOrderItem, article MeijiequanPublishedArticle) int64 {
+	if orderCode != "" {
+		if !strings.EqualFold(strings.TrimSpace(article.OrderCode), orderCode) {
+			return 0
 		}
-		resourceName := normalizeMeijiequanMatchText(article.ResourceName)
-		if resourceName != "" {
+		for itemID := range items {
+			return itemID
+		}
+	}
+	if articleTitleMatchesOrder(orderTitle, article) {
+		if len(items) == 1 {
 			for itemID, item := range items {
-				itemName := normalizeMeijiequanMatchText(item.ResourceNameSnapshot)
-				if itemName != "" && (strings.Contains(itemName, resourceName) || strings.Contains(resourceName, itemName)) {
+				if articleMatchesOrderItemFallback(article, item) {
 					return itemID
 				}
 			}
 		}
+		for itemID, item := range items {
+			if articleMatchesOrderItemFallback(article, item) {
+				return itemID
+			}
+		}
 	}
 	return 0
 }
@@ -1463,6 +1514,8 @@ func extractMeijiequanOrderIDFromValue(value any) (string, string) {
 		if code != "" && !isLikelyMeijiequanOrderCode(code) {
 			if extracted := firstMeijiequanOrderCode(code); extracted != "" {
 				code = extracted
+			} else {
+				code = ""
 			}
 		}
 		for _, key := range []string{"data", "result", "order", "article", "info", "message", "msg"} {
@@ -1542,4 +1595,3 @@ func (w *MediaSupplyWorker) logWarn(message string, fields ...zap.Field) {
 		w.logger.Warn(message, fields...)
 	}
 }
-

server/internal/tenant/app/meijiequan_client.go

@@ -189,6 +189,7 @@ type MeijiequanPublishedArticle struct {
 	Title              string
 	ResourceID         string
 	ResourceName       string
+	PriceCents         int64
 	ExternalArticleURL string
 	Status             string
 	RejectReason       string
@@ -1600,13 +1601,18 @@ func parseMeijiequanPublishedArticleMap(item map[string]any) (MeijiequanPublishe
 	if title == "" && articleURL == "" {
 		return MeijiequanPublishedArticle{}, false
 	}
+	orderCode := strings.TrimSpace(meijiequanAnyString(firstMapValue(item, "order_code", "code", "sn", "order_sn", "dingdanhao", "order_no", "orderno", "danhao")))
+	if !isLikelyMeijiequanOrderCode(orderCode) {
+		orderCode = firstMeijiequanOrderCode(orderCode)
+	}
 	raw, _ := json.Marshal(item)
 	return MeijiequanPublishedArticle{
 		OrderID:            strings.TrimSpace(meijiequanAnyString(firstMapValue(item, "id", "order_id", "article_id"))),
-		OrderCode:          strings.TrimSpace(meijiequanAnyString(firstMapValue(item, "order_code", "code", "sn", "order_sn", "dingdanhao", "order_no", "orderno", "danhao"))),
+		OrderCode:          orderCode,
 		Title:              title,
 		ResourceID:         normalizeMeijiequanPublishedResourceID(meijiequanAnyString(firstMapValue(item, "resource_id", "media_id", "uid", "mid"))),
 		ResourceName:       strings.TrimSpace(meijiequanAnyString(firstMapValue(item, "meiti", "media_name", "resource_name", "name"))),
+		PriceCents:         firstMeijiequanArticlePriceCents(item),
 		ExternalArticleURL: articleURL,
 		Status:             strings.TrimSpace(meijiequanAnyString(firstMapValue(item, "status", "status_text", "state"))),
 		RejectReason:       strings.TrimSpace(meijiequanAnyString(firstMapValue(item, "reject_reason", "reason", "tuigao_reason", "tuigaoyuanyin", "refund_reason", "error_message"))),
@@ -1732,6 +1738,7 @@ func parseMeijiequanPublishedArticleHTMLRow(row *nethtml.Node, cells []*nethtml.
 	if status == "" {
 		status = extractMeijiequanPublishedStatus(rowText)
 	}
+	priceCents, _ := parsePriceCents(columnValues["价格"])
 	rejectReason := strings.TrimSpace(columnValues["退稿原因"])
 	return MeijiequanPublishedArticle{
 		OrderID:            strings.TrimSpace(firstMeijiequanHTMLAttr(row, "data-id", "data-order-id", "data-article-id")),
@@ -1739,6 +1746,7 @@ func parseMeijiequanPublishedArticleHTMLRow(row *nethtml.Node, cells []*nethtml.
 		Title:              strings.TrimSpace(title),
 		ResourceID:         resourceID,
 		ResourceName:       resourceName,
+		PriceCents:         priceCents,
 		ExternalArticleURL: articleURL,
 		Status:             status,
 		RejectReason:       rejectReason,
@@ -1814,6 +1822,8 @@ func normalizeMeijiequanHeaderName(value string) string {
 		return "订单号"
 	case strings.Contains(value, "资源名称"):
 		return "资源名称"
+	case strings.Contains(value, "价格") || strings.Contains(value, "金额"):
+		return "价格"
 	case strings.Contains(value, "退稿原因"):
 		return "退稿原因"
 	case strings.Contains(value, "状态"):
@@ -2091,7 +2101,10 @@ func extractMeijiequanOrderCodeFromText(value string) string {
 	for idx, field := range fields {
 		if strings.Contains(field, "单号") || strings.Contains(strings.ToLower(field), "order") {
 			if idx+1 < len(fields) {
-				return strings.Trim(fields[idx+1], " :：,，;；")
+				token := strings.Trim(fields[idx+1], " :：,，;；")
+				if isLikelyMeijiequanOrderCode(token) {
+					return token
+				}
 			}
 		}
 	}
@@ -2115,25 +2128,21 @@ func extractMeijiequanOrderCodeFromTexts(texts []string) string {
 
 func isLikelyMeijiequanOrderCode(value string) bool {
 	value = strings.ToUpper(strings.TrimSpace(value))
-	if len(value) < 4 || len(value) > 64 {
+	if len(value) < 5 || len(value) > 64 {
 		return false
 	}
 	if strings.Contains(value, "HTTP") || strings.Contains(value, "://") {
 		return false
 	}
-	hasDigit := false
-	hasLetter := false
-	for _, r := range value {
-		switch {
-		case r >= '0' && r <= '9':
-			hasDigit = true
-		case r >= 'A' && r <= 'Z':
-			hasLetter = true
-		default:
+	if !strings.HasPrefix(value, "WM") {
+		return false
+	}
+	for _, r := range strings.TrimPrefix(value, "WM") {
+		if r < '0' || r > '9' {
 			return false
 		}
 	}
-	return hasDigit && hasLetter
+	return true
 }
 
 func extractMeijiequanResourceNameFromTexts(texts []string) string {
@@ -2469,6 +2478,18 @@ func extractMeijiequanPrices(item map[string]any) map[string]int64 {
 	return out
 }
 
+func firstMeijiequanArticlePriceCents(item map[string]any) int64 {
+	for _, key := range []string{
+		"price", "sale_price", "cost_price", "amount", "money", "jine", "jiage",
+		"media_price", "resource_price", "order_price", "total_price",
+	} {
+		if cents, ok := parsePriceCents(item[key]); ok {
+			return cents
+		}
+	}
+	return 0
+}
+
 func parsePriceCents(value any) (int64, bool) {
 	switch typed := value.(type) {
 	case nil:

server/internal/tenant/app/prompt_generate_service.go

@@ -718,7 +718,7 @@ func (s *PromptRuleGenerationService) failGeneration(ctx context.Context, job pr
 	now := time.Now()
 	logCtx := promptRuleGenerationJobLogContext(job, stage, "", "failed", GenerationTaskResultFailure)
 	RecordGenerationTaskEvent(GenerationTaskEventFailure, logCtx)
-	LogGenerationTaskWarn(s.logger, "prompt rule generation failed", logCtx, zap.Error(genErr))
+	LogGenerationTaskWarn(s.logger, "prompt rule generation failed", logCtx, GenerationTaskErrorFields(genErr)...)
 	failureTitle := strings.TrimSpace(extractString(job.InputParams, "task_name"))
 	if failureTitle == "" {
 		failureTitle = title
@@ -857,41 +857,28 @@ func buildPromptRuleGenerationPrompt(rule *promptRuleGenerationRecord, params ma
 }
 
 func buildPromptRuleKnowledgeQuery(rule *promptRuleGenerationRecord, params map[string]interface{}) string {
-	parts := make([]string, 0, 6)
+	intent := knowledgeQueryIntent{
+		TaskType:       "自定义生成",
+		Title:          firstNonEmptyPromptString(params, "task_name", "title", "topic", "subject"),
+		Topic:          firstNonEmptyPromptString(params, "topic", "subject", "title"),
+		BrandName:      extractString(params, "brand_name"),
+		PrimaryKeyword: extractString(params, "primary_keyword"),
+		Keywords:       mergeKnowledgeQueryKeywords(params["keywords"], params["primary_keyword"]),
+		KeyPoints:      extractString(params, "key_points"),
+		Extra:          extractString(params, "extra_requirements"),
+	}
 	if rule != nil {
-		if text := strings.TrimSpace(rule.Name); text != "" {
-			parts = append(parts, text)
+		if name := strings.TrimSpace(rule.Name); name != "" {
+			intent.TemplateName = name
+			if intent.Title == "" {
+				intent.Title = name
+			}
 		}
 		if rule.Scene != nil && strings.TrimSpace(*rule.Scene) != "" {
-			parts = append(parts, strings.TrimSpace(*rule.Scene))
+			intent.TaskType = strings.TrimSpace(*rule.Scene)
 		}
 	}
-	if taskName := strings.TrimSpace(extractString(params, "task_name")); taskName != "" {
-		parts = append(parts, taskName)
-	}
-	for _, key := range []string{
-		"title",
-		"topic",
-		"subject",
-		"brand_name",
-		"product_name",
-		"primary_keyword",
-		"key_points",
-		"extra_requirements",
-	} {
-		if text := strings.TrimSpace(extractString(params, key)); text != "" {
-			parts = append(parts, text)
-		}
-	}
-	if keywords := extractStringList(params["keywords"], 16); len(keywords) > 0 {
-		parts = append(parts, strings.Join(keywords, "\n"))
-	}
-	if rule != nil {
-		if text := strings.TrimSpace(rule.PromptContent); text != "" {
-			parts = append(parts, text)
-		}
-	}
-	return strings.Join(parts, "\n")
+	return buildKnowledgeQueryInputText(intent)
 }
 
 func extractGenerateCount(extra map[string]interface{}) int {

server/internal/tenant/app/template_prompt.go

@@ -48,32 +48,39 @@ func buildGenerationPrompt(
 	return strings.Join(sections, "\n\n")
 }
 
-func buildGenerationKnowledgeQuery(params map[string]interface{}) string {
+func buildGenerationKnowledgeQuery(templateKey, templateName string, params map[string]interface{}) string {
 	if len(params) == 0 {
 		return ""
 	}
 
-	parts := make([]string, 0, 8)
-	appendValue := func(value string) {
-		value = strings.TrimSpace(value)
-		if value == "" {
-			return
-		}
-		parts = append(parts, value)
+	intent := knowledgeQueryIntent{
+		TaskType:       templateKnowledgeTaskType(templateKey, templateName),
+		TemplateName:   templateName,
+		Title:          firstNonEmptyPromptString(params, "title", "topic", "product_name", "subject"),
+		Topic:          firstNonEmptyPromptString(params, "topic", "subject", "product_name", "title"),
+		BrandName:      stringValue(params["brand_name"]),
+		Region:         firstNonEmptyPromptString(params, "region", "city", "location", "area", "target_region", "service_area"),
+		PrimaryKeyword: firstNonEmptyPromptString(params, "brand_question", "primary_keyword"),
+		Keywords:       mergeKnowledgeQueryKeywords(params["keywords"], params["supplemental_questions"], params["primary_keyword"]),
+		KeyPoints:      firstNonEmptyPromptString(params, "key_points", "review_intro_hook"),
 	}
+	return buildKnowledgeQueryInputText(intent)
+}
 
-	appendValue(stringValue(params["title"]))
-	appendValue(stringValue(params["topic"]))
-	appendValue(stringValue(params["product_name"]))
-	appendValue(stringValue(params["subject"]))
-	appendValue(stringValue(params["brand_name"]))
-	appendValue(stringValue(params["brand_question"]))
-	appendValue(stringValue(params["primary_keyword"]))
-	appendValue(formatPromptValue(params["supplemental_questions"]))
-	appendValue(stringValue(params["key_points"]))
-	appendValue(stringValue(params["review_intro_hook"]))
-
-	return strings.Join(parts, "\n")
+func templateKnowledgeTaskType(templateKey, templateName string) string {
+	switch strings.TrimSpace(templateKey) {
+	case "top_x_article":
+		return "推荐榜文章"
+	case "product_review":
+		return "产品评测文章"
+	case "research_report":
+		return "研究报告"
+	default:
+		if name := strings.TrimSpace(templateName); name != "" {
+			return name
+		}
+		return "文章生成"
+	}
 }
 
 func buildTemplateSpecificWritingRules(templateKey string, params map[string]interface{}) string {

server/internal/tenant/app/template_service.go

@@ -491,7 +491,7 @@ func (s *TemplateService) executeGeneration(ctx context.Context, job generationJ
 			ctx,
 			job.TenantID,
 			knowledgeGroupIDs,
-			buildGenerationKnowledgeQuery(job.Params),
+			buildGenerationKnowledgeQuery(job.TemplateKey, job.TemplateName, job.Params),
 		)
 		if resolveErr != nil {
 			s.failGeneration(ctx, job, title, "knowledge_resolve", resolveErr)
@@ -604,7 +604,7 @@ func (s *TemplateService) failGeneration(ctx context.Context, job generationJob,
 	now := time.Now()
 	logCtx := generationJobLogContext(job, stage, "", "failed", GenerationTaskResultFailure)
 	RecordGenerationTaskEvent(GenerationTaskEventFailure, logCtx)
-	LogGenerationTaskWarn(s.logger, "template generation failed", logCtx, zap.Error(genErr))
+	LogGenerationTaskWarn(s.logger, "template generation failed", logCtx, GenerationTaskErrorFields(genErr)...)
 
 	auditRepo := repository.NewAuditRepository(s.pool)
 	articleRepo := repository.NewArticleRepository(s.pool)

server/internal/tenant/transport/media_supply_handler.go

@@ -241,15 +241,6 @@ func (h *MediaSupplyHandler) SessionStatus(c *gin.Context) {
 	response.Success(c, data)
 }
 
-func (h *MediaSupplyHandler) SyncBacklinks(c *gin.Context) {
-	data, err := h.svc.SyncBacklinks(c.Request.Context())
-	if err != nil {
-		response.Error(c, err)
-		return
-	}
-	response.Success(c, data)
-}
-
 func parseOptionalIntQuery(c *gin.Context, key string) (int, error) {
 	raw := c.Query(key)
 	if raw == "" {

server/internal/tenant/transport/router.go

@@ -116,7 +116,6 @@ func RegisterRoutes(app *bootstrap.App) {
 	mediaSupply.PUT("/resources/:id/price", mediaSupplyHandler.SetResourcePrice)
 	mediaSupply.POST("/orders", middleware.RequireCurrentBrand(), mediaSupplyHandler.CreateOrder)
 	mediaSupply.GET("/orders", mediaSupplyHandler.ListOrders)
-	mediaSupply.POST("/orders/sync-backlinks", mediaSupplyHandler.SyncBacklinks)
 	mediaSupply.GET("/orders/:id", mediaSupplyHandler.GetOrder)
 	mediaSupply.GET("/wallet", mediaSupplyHandler.WalletStatus)
 	mediaSupply.GET("/wallet/ledgers", mediaSupplyHandler.ListWalletLedgers)

server/internal/worker/generate/article_generation_worker.go

@@ -251,7 +251,7 @@ func (w *ArticleGenerationWorker) handleTaskFailure(ctx context.Context, task te
 	task.TaskType = strings.TrimSpace(task.TaskType)
 	logCtx := generationWorkerTaskLogContext(task, stage, "", "failed", tenantapp.GenerationTaskResultFailure, 0, "")
 	tenantapp.RecordGenerationTaskEvent(tenantapp.GenerationTaskEventFailure, logCtx)
-	tenantapp.LogGenerationTaskWarn(w.logger, "article generation task failed", logCtx, zap.Error(taskErr))
+	tenantapp.LogGenerationTaskWarn(w.logger, "article generation task failed", logCtx, tenantapp.GenerationTaskErrorFields(taskErr)...)
 	var err error
 	switch {
 	case task.TaskType == kolGenerationTaskType && w.kolWorker != nil:

server/internal/worker/generate/kol_generation_worker.go

@@ -333,15 +333,11 @@ func dedupeKolIDs(ids []int64) []int64 {
 }
 
 func buildKolKnowledgeQuery(input map[string]interface{}) string {
-	parts := make([]string, 0, 8)
-	if promptName := strings.TrimSpace(kolStringInput(input, "prompt_name")); promptName != "" {
-		parts = append(parts, promptName)
-	}
-	if platformHint := strings.TrimSpace(kolStringInput(input, "platform_hint")); platformHint != "" {
-		parts = append(parts, platformHint)
-	}
-
+	promptName := strings.TrimSpace(kolStringInput(input, "prompt_name"))
+	platformHint := strings.TrimSpace(kolStringInput(input, "platform_hint"))
 	variables, _ := input["variables"].(map[string]interface{})
+	keywords := make([]string, 0)
+	keyPoints := make([]string, 0)
 	if len(variables) > 0 {
 		keys := make([]string, 0, len(variables))
 		for key := range variables {
@@ -353,17 +349,41 @@ func buildKolKnowledgeQuery(input map[string]interface{}) string {
 			if valueText == "" {
 				continue
 			}
-			parts = append(parts, fmt.Sprintf("%s: %s", key, valueText))
+			switch {
+			case strings.Contains(strings.ToLower(key), "keyword") || strings.Contains(key, "关键词"):
+				keywords = append(keywords, valueText)
+			case strings.Contains(strings.ToLower(key), "brand") || strings.Contains(key, "品牌"):
+				keyPoints = append(keyPoints, fmt.Sprintf("%s: %s", key, valueText))
+			default:
+				keyPoints = append(keyPoints, fmt.Sprintf("%s: %s", key, valueText))
+			}
 		}
 	}
 
-	if len(parts) == 0 {
-		if renderedPrompt := strings.TrimSpace(kolStringInput(input, "rendered_prompt")); renderedPrompt != "" {
-			parts = append(parts, renderedPrompt)
+	renderedPrompt := strings.TrimSpace(kolStringInput(input, "rendered_prompt"))
+	query := tenantapp.BuildKnowledgeQuery(tenantapp.KnowledgeQueryInput{
+		TaskType:       firstNonEmptyKolText(platformHint, "KOL 内容生成"),
+		TemplateName:   promptName,
+		Title:          firstNonEmptyKolText(promptName, renderedPrompt),
+		Topic:          firstNonEmptyKolText(promptName, renderedPrompt),
+		PrimaryKeyword: firstNonEmptyKolText(strings.Join(keywords, "、"), promptName),
+		Keywords:       keywords,
+		KeyPoints:      strings.Join(keyPoints, "\n"),
+		Extra:          renderedPrompt,
+	})
+	if strings.TrimSpace(query) != "" {
+		return kolLimitText(query, 2000)
+	}
+	return kolLimitText(renderedPrompt, 2000)
+}
+
+func firstNonEmptyKolText(values ...string) string {
+	for _, value := range values {
+		if text := strings.TrimSpace(value); text != "" {
+			return text
 		}
 	}
-
-	return kolLimitText(strings.Join(parts, "\n"), 2000)
+	return ""
 }
 
 func kolValueString(value interface{}) string {

server/migrations_ops/20260602130000_add_media_supply_cache_sync_scheduler_job.down.sql

@@ -0,0 +1,8 @@
+DELETE FROM ops.scheduler_job_triggers
+WHERE job_key = 'media_supply_cache_sync';
+
+DELETE FROM ops.scheduler_job_runs
+WHERE job_key = 'media_supply_cache_sync';
+
+DELETE FROM ops.scheduler_jobs
+WHERE job_key = 'media_supply_cache_sync';

server/migrations_ops/20260602130000_add_media_supply_cache_sync_scheduler_job.up.sql

@@ -0,0 +1,27 @@
+INSERT INTO ops.scheduler_jobs
+    (job_key, display_name, category, description, enabled, schedule_type, interval_seconds, timezone, timeout_seconds, batch_size, config)
+VALUES
+    (
+        'media_supply_cache_sync',
+        '媒体资源缓存同步',
+        'media_supply',
+        '每日低频同步权威媒体资源缓存，并在成本价上涨超过手动售价时清理手动改价。',
+        true,
+        'interval',
+        86400,
+        'Asia/Shanghai',
+        3600,
+        1,
+        '{"model_id":1,"random_window_start":"01:00","random_window_end":"04:00","dedupe_manual_triggers":true}'::jsonb
+    )
+ON CONFLICT (job_key) DO UPDATE
+SET display_name = EXCLUDED.display_name,
+    category = EXCLUDED.category,
+    description = EXCLUDED.description,
+    schedule_type = EXCLUDED.schedule_type,
+    interval_seconds = EXCLUDED.interval_seconds,
+    timezone = EXCLUDED.timezone,
+    timeout_seconds = EXCLUDED.timeout_seconds,
+    batch_size = EXCLUDED.batch_size,
+    config = ops.scheduler_jobs.config || EXCLUDED.config,
+    updated_at = NOW();