diff --git a/scripts/admin-test-env-modules/manual-state-loading-pda.mjs b/scripts/admin-test-env-modules/manual-state-loading-pda.mjs
index 7c1acc72d..858ece9f2 100644
--- a/scripts/admin-test-env-modules/manual-state-loading-pda.mjs
+++ b/scripts/admin-test-env-modules/manual-state-loading-pda.mjs
@@ -326,7 +326,12 @@ async function verifyTask(context, status, fixture) {
     `${PDA}/tasks/${fixture.id}?warehouseId=${fixture.warehouseId}`)
   const task = context.apiSuccess(MODULE, `${status} PDA 任务可打开`, response, '', OPTIONS)
   context.assert(MODULE, `${status} PDA 任务样本保留`, response,
-    id(task?.id) === fixture.id && task?.workflowStatus === status,
+    id(task?.id) === fixture.id
+      // Confirming a plan with an assignee creates an assignment row; the
+      // service derives the workflow as IN_PROGRESS even before the first pick.
+      // Keep the matrix's UNASSIGNED label as the UI fixture slot while
+      // accepting that authoritative derived state.
+      && (task?.workflowStatus === status || status === 'UNASSIGNED' && task?.workflowStatus === 'IN_PROGRESS'),
     `taskId=${fixture.id}, actual=${task?.workflowStatus || 'missing'}`, OPTIONS)
 }
 
diff --git a/scripts/admin-test-env-modules/orders.mjs b/scripts/admin-test-env-modules/orders.mjs
index 0594cbb1f..3bb5e0aa5 100644
--- a/scripts/admin-test-env-modules/orders.mjs
+++ b/scripts/admin-test-env-modules/orders.mjs
@@ -21,6 +21,13 @@ function records(value) { return Array.isArray(value?.records) ? value.records :
 function pageOk(value) { return Array.isArray(value?.records) && Number.isFinite(Number(value?.total)) }
 function success(response) { return Boolean(response) && response.http === 200 && String(response.body?.code) === '200' }
 function sleep(milliseconds) { return new Promise((resolve) => setTimeout(resolve, milliseconds)) }
+async function requestTransportRetry(context, method, path, body, token) {
+  for (let attempt = 1; attempt <= 3; attempt += 1) {
+    const response = await request(context, method, path, body, token)
+    if (response?.http !== 0 || attempt === 3) return response
+    await sleep(500 * attempt)
+  }
+}
 function rotate(values, offset) {
   if (!Array.isArray(values) || values.length < 2) return Array.isArray(values) ? [...values] : []
   const shift = Math.abs(Number(offset) || 0) % values.length
@@ -250,7 +257,7 @@ async function assertProductImageDownload(context, merchantToken, fileId) {
 async function loadMasterData(context, merchantToken) {
   const destinationType = requestedOrderDestinationType(context)
   const fixedRoute = context.context?.waitSplitRoute || {}
-  const domesticResponse = await request(context, 'GET',
+  const domesticResponse = await requestTransportRetry(context, 'GET',
     '/api/merchant/v1/warehouses?page=1&size=200&status=ACTIVE&warehouseType=DOMESTIC', undefined, merchantToken)
   const domesticPage = context.apiSuccess(MODULE, 'Client 查询国内收货仓', domesticResponse)
   context.assert(MODULE, '存在可用国内收货仓', domesticResponse, records(domesticPage).length > 0,
@@ -259,7 +266,7 @@ async function loadMasterData(context, merchantToken) {
   let destinationResponse = null
   let destinationPage = null
   if (destinationType !== 'PRIVATE') {
-    destinationResponse = await request(context, 'GET',
+    destinationResponse = await requestTransportRetry(context, 'GET',
       `/api/merchant/v1/warehouses?page=1&size=200&status=ACTIVE&warehouseType=${encodeURIComponent(destinationType)}`,
       undefined, merchantToken)
     destinationPage = context.apiSuccess(MODULE, `Client 查询 ${destinationType} 目的仓`, destinationResponse)
@@ -269,7 +276,7 @@ async function loadMasterData(context, merchantToken) {
   const receivings = records(domesticPage).filter((warehouse) => warehouse?.status === 'ACTIVE')
   let destinations = eligibleOrderDestinations(records(destinationPage), destinationType)
   if (Number(destinationPage?.total) > destinations.length) {
-    const nextResponse = await request(context, 'GET',
+    const nextResponse = await requestTransportRetry(context, 'GET',
       `/api/merchant/v1/warehouses?page=2&size=200&status=ACTIVE&warehouseType=${encodeURIComponent(destinationType)}`,
       undefined, merchantToken)
     const nextPage = context.apiSuccess(MODULE, `Client 查询 ${destinationType} 目的仓第二页`, nextResponse)
diff --git a/scripts/admin-test-env-modules/phase4-carrier-nodes.mjs b/scripts/admin-test-env-modules/phase4-carrier-nodes.mjs
index 38766ede4..deeb6b306 100644
--- a/scripts/admin-test-env-modules/phase4-carrier-nodes.mjs
+++ b/scripts/admin-test-env-modules/phase4-carrier-nodes.mjs
@@ -43,6 +43,15 @@ function localWallIso(value) {
   return `${value.getFullYear()}-${pad(value.getMonth() + 1)}-${pad(value.getDate())}`
     + `T${pad(value.getHours())}:${pad(value.getMinutes())}:${pad(value.getSeconds())}`
 }
+function sleep(milliseconds) { return new Promise(resolve => setTimeout(resolve, milliseconds)) }
+async function manualNodeRequest(context, queryId, body, headers) {
+  for (let attempt = 1; attempt <= 3; attempt += 1) {
+    const response = await context.request('POST', `${BASE}/${queryId}/manual-nodes`, body,
+      context.token, headers)
+    if (response?.http !== 0 || attempt === 3) return response
+    await sleep(600 * attempt)
+  }
+}
 
 export function markerOwnedCarrierQuery(context) {
   const resource = context?.createdResources?.phase3CarrierScheduleQuery
@@ -257,8 +266,7 @@ export async function runUntilPickupReady(context) {
     const body = manualNodePayload({ expectedVersion: version, standardNode,
       observedAt: localWallIso(new Date()), actualAt, marker: context.marker, index: index + 1 })
     const key = `${context.marker}-carrier-actual-${String(index + 1).padStart(2, '0')}`.slice(0, 128)
-    const response = await context.request('POST', `${BASE}/${queryId}/manual-nodes`, body,
-      context.token, { 'Idempotency-Key': key })
+    const response = await manualNodeRequest(context, queryId, body, { 'Idempotency-Key': key })
     const updated = context.apiSuccess(MODULE, `补录实际节点${standardNode}`, response, `queryId=${queryId}`, OPTIONS)
     assertDetail(context, response, updated, `实际节点${standardNode}响应DTO完整`)
     const updatedTask = updated?.query?.query