diff --git a/docs/EXECUTION_BOARD.md b/docs/EXECUTION_BOARD.md
index 25b4baca..106ef772 100644
--- a/docs/EXECUTION_BOARD.md
+++ b/docs/EXECUTION_BOARD.md
@@ -1,7 +1,7 @@
 # sub2api-cn-relay-manager 执行板
 
-日期：2026-05-18
-当前 Gate：APPROVED（按 PRD 首版范围放行；代码门禁通过，真实宿主 fresh redeploy 复验已确认 self_service / subscription 访问链路可打通，且已补充 reconcile host-scope acceptance artifact）
+日期：2026-05-19
+当前 Gate：CONDITIONAL_APPROVED（代码门禁通过；2026-05-18 fresh redeploy 验证确认 self_service / subscription 访问链路可打通，但 2026-05-19 current-code remote43 DeepSeek 验收仍未闭环，失败根因已收敛为上游 key/模型能力与预期不匹配）
 目标：实现独立控制面、零侵入宿主、可导入国产模型并具备可运维的导入/回滚/访问闭环。
 
 ## 本轮已完成
@@ -33,6 +33,10 @@
    - `self_service`：`artifacts/real-host-acceptance/20260518_reconcile_hostscope_self_service`
    - `subscription`：`artifacts/real-host-acceptance/20260518_reconcile_hostscope_subscription`
    - 已补齐 `status / resources / reconcile / batch detail / rollback` 的 host-scoped artifact，验证 batch detail 的 reconcile 视图按 batch 收口
+9. current-code remote43 导入链路已补齐 tunnel-aware 验证能力
+   - `scripts/import_remote43_provider.sh` 新增 `CRM_HOST_BASE`，允许把“operator 访问 host 地址”和“CRM 进程访问 host 地址”分离
+   - latest artifact：`/home/long/artifacts/real-host-acceptance/20260519_195827_remote43_deepseek_key_import`
+   - 结论：import / batch detail / managed resources 已真实落库，但 DeepSeek subscription access gate 仍失败
 
 ## 已验证门禁
 
@@ -59,20 +63,40 @@
    - 修正后：创建 subscription 类型 group、完成普通用户订阅分配、并把普通用户 key 绑定到该 group 后，`06-subscription-after-assign.headers.txt` 显示 `HTTP/1.1 200 OK`
    - 结论：`subscription` 主链路也已在 fresh host 上真实打通；其可用前提不是“宿主自动初始化一切”，而是显式完成 subscription group / user subscription / key binding 这一套运营动作。
 
-## 剩余项（非阻塞，P2 / 运营前置）
+## 2026-05-19 current-code remote43 验收补充结论
 
-1. 结构债务仍存在
+1. 验收入口
+   - 证据目录：`/home/long/artifacts/real-host-acceptance/20260519_195827_remote43_deepseek_key_import`
+   - 本地 CRM 通过隧道访问 remote host，`CRM_HOST_BASE` 指向 CRM 侧可达的 host 地址
+2. 导入链路结论
+   - `import` 成功返回 `batch_id=19`
+   - `managed_resources` 已包含 `group/channel/plan/account`
+   - `provider_status=partially_succeeded`，说明已进入真实业务路径，不再是 host 注册/pack path/隧道前置问题
+3. access gate 失败结论
+   - `latest_access_status=broken`
+   - `access preview available=false`
+   - `reconcile status=drifted`，其中 `probe_failures=1`
+4. 根因归类
+   - `09-models.headers.txt` / `10-models.body.json` 显示普通用户实际看到的是 GPT 系模型，而非预期的 `deepseek-v4-pro`
+   - 因此本轮 FAIL 应归类为“上游 key/模型能力不匹配或普通用户绑定命中了错误 group”，不是 current-code CRM bootstrap / import 主链路故障。
+
+## 剩余项（含当前外部门禁）
+
+1. DeepSeek real-host access gate 仍未闭环（外部门禁）
+   - 需要满足 smoke model 的真实 key / group 绑定，确保普通用户 `/v1/models` 暴露 DeepSeek 目标模型而不是 GPT 系模型
+   - 在 current-code remote43 路径上，这一项仍是上线前 NO-go 条件
+2. 结构债务仍存在
    - access / reconcile 尚未完全按 implementation plan 物理拆分
    - 无内置 scheduler/jobs
-2. 运营前置动作需要 runbook 化执行
+3. 运营前置动作需要 runbook 化执行
    - 真实宿主初始化不会自动创建普通用户；验收或上线前必须显式创建普通用户并留存可复用凭据
    - `self_service` 需要普通用户 key 绑定目标标准 group，且通常还需要可用余额
    - `subscription` 需要 subscription 类型 group + 普通用户订阅分配 + key/group 绑定
-3. 标准多阶段 Dockerfile 在受限网络环境下仍不稳
+4. 标准多阶段 Dockerfile 在受限网络环境下仍不稳
    - 当前推荐 `scripts/build_local_image.sh` + `Dockerfile.local`
-4. 真实宿主验收工具已补自动化闭环
+5. 真实宿主验收工具已补自动化闭环
    - `scripts/real_host_acceptance.sh` 支持 `AFTER_IMPORT_HOOK_COMMAND`，可把宿主侧 access 前置动作收敛进同一条 artifact 链
-   - `scripts/import_remote43_provider.sh` 已内置 remote43 subscription 的“补余额 + key/group 绑定 + subscription upsert + Redis flush + host state 落盘”
+   - `scripts/import_remote43_provider.sh` 已内置 remote43 subscription 的“补余额 + key/group 绑定 + subscription upsert + 定向 Redis 缓存失效 + host state 落盘”
 
 ## 当前最短上线路径
 
diff --git a/docs/REAL_HOST_ACCEPTANCE_RUNBOOK.md b/docs/REAL_HOST_ACCEPTANCE_RUNBOOK.md
index 99f274e7..b7a3b0b8 100644
--- a/docs/REAL_HOST_ACCEPTANCE_RUNBOOK.md
+++ b/docs/REAL_HOST_ACCEPTANCE_RUNBOOK.md
@@ -178,4 +178,6 @@ SKIP_ROLLBACK=1 scripts/real_host_acceptance.sh
 7. `self_service` 验证除普通用户 key 外，还需要该 key 绑定目标 group；若目标 group 是标准计费组，还需要用户侧具备可用余额，否则 `/v1/models` 可能从“未授权”转为 `INSUFFICIENT_BALANCE`。
 8. `subscription` 验证需要目标 group 本身是 `subscription` 类型，并且完成“普通用户订阅分配 + 普通用户 key 绑定该 group”；仅有管理员主体或未绑定 key 不足以通过 `/v1/models`。
 9. 若需要验证 `reconcile` 收敛，优先在干净宿主场景或隔离 group 下执行，避免历史残留资源把结果污染成 `status=drifted` / `extra_count>0`。
-10. `scripts/import_remote43_provider.sh` 现已内置 remote43 的 subscription 验收补全动作：会根据 import batch 自动解析目标 group，执行“普通用户最低余额补齐 + key/group 绑定 + user_subscriptions upsert + Redis flush”，并把 SQL / host state 证据写入 artifact 目录。
+10. `scripts/import_remote43_provider.sh` 现已内置 remote43 的 subscription 验收补全动作：会根据 import batch 自动解析目标 group，执行“普通用户最低余额补齐 + key/group 绑定 + user_subscriptions upsert + 定向 Redis 缓存失效（auth / balance / subscription）”，并把 SQL / host state 证据写入 artifact 目录。
+11. 当 CRM 进程与 operator 到 host 的访问地址不一致时，优先显式设置 `CRM_HOST_BASE`，避免把 CRM 侧探测地址和本地运维隧道地址混用。
+12. 对 `Upstream service temporarily unavailable` 一类 502，不要先认定是上游聊天链路故障；先看脚本落盘的 `09-models.headers.txt` / `10-models.body.json`。若 `/v1/models` 已返回了别的 provider 模型集（例如 GPT 系列而不是预期的 DeepSeek/Minimax 模型），应优先归类为“普通用户 key/group 绑定漂移或命中了错误 group”，而不是 reopen provider 路由问题。
diff --git a/internal/provision/batch_detail_and_reconcile_service.go b/internal/provision/batch_detail_and_reconcile_service.go
index 7765d510..ee930778 100644
--- a/internal/provision/batch_detail_and_reconcile_service.go
+++ b/internal/provision/batch_detail_and_reconcile_service.go
@@ -128,7 +128,7 @@ func (s *ReconcileService) Reconcile(ctx context.Context, req ReconcileRequest)
 	default:
 		return ReconcileResult{}, fmt.Errorf("latest import batch is %s; run import again before reconcile", batchRow.BatchStatus)
 	}
-	storedResources, err := s.store.ManagedResources().ListByProviderIDAndHostID(ctx, providerRow.ID, hostRow.ID)
+	storedResources, err := s.store.ManagedResources().GetByBatchID(ctx, batchRow.ID)
 	if err != nil {
 		return ReconcileResult{}, err
 	}
@@ -140,12 +140,7 @@ func (s *ReconcileService) Reconcile(ctx context.Context, req ReconcileRequest)
 	if err != nil {
 		return ReconcileResult{}, err
 	}
-	snapshot, err := s.host.ListManagedResources(ctx, sub2api.ListManagedResourcesRequest{
-		GroupName:         SuggestResourceNames(req.Provider).Group,
-		ChannelName:       SuggestResourceNames(req.Provider).Channel,
-		PlanName:          SuggestResourceNames(req.Provider).Plan,
-		AccountNamePrefix: SuggestAccountNamePrefix(req.Provider),
-	})
+	snapshot, err := s.host.ListManagedResources(ctx, buildManagedResourceListRequest(req.Provider, accessClosureType(accessClosures)))
 	if err != nil {
 		return ReconcileResult{}, fmt.Errorf("list managed resources: %w", err)
 	}
@@ -275,6 +270,26 @@ func deriveHealthyAccessStatus(closureType string) string {
 	}
 }
 
+func accessClosureType(accessClosures []sqlite.AccessClosureRecord) string {
+	if len(accessClosures) == 0 {
+		return ""
+	}
+	return strings.TrimSpace(accessClosures[len(accessClosures)-1].ClosureType)
+}
+
+func buildManagedResourceListRequest(provider pack.ProviderManifest, accessMode string) sub2api.ListManagedResourcesRequest {
+	names := SuggestResourceNames(provider)
+	req := sub2api.ListManagedResourcesRequest{
+		GroupName:         names.Group,
+		ChannelName:       names.Channel,
+		AccountNamePrefix: SuggestAccountNamePrefix(provider),
+	}
+	if strings.TrimSpace(accessMode) == AccessModeSubscription {
+		req.PlanName = names.Plan
+	}
+	return req
+}
+
 func accountIDFromProbeSummary(summaryJSON string) (string, error) {
 	if strings.TrimSpace(summaryJSON) == "" {
 		return "", nil
diff --git a/internal/provision/import_service_test.go b/internal/provision/import_service_test.go
index 22aaac16..9c241ef1 100644
--- a/internal/provision/import_service_test.go
+++ b/internal/provision/import_service_test.go
@@ -289,5 +289,38 @@ func (f *fakeHostAdapter) CheckGatewayAccess(_ context.Context, req sub2api.Gate
 }
 func (f *fakeHostAdapter) ListManagedResources(_ context.Context, req sub2api.ListManagedResourcesRequest) (sub2api.ManagedResourceSnapshot, error) {
 	f.listManagedReq = req
-	return f.managedSnapshot, nil
+	return sub2api.ManagedResourceSnapshot{
+		Groups:   filterNamedResourcesByExactName(f.managedSnapshot.Groups, req.GroupName),
+		Channels: filterNamedResourcesByExactName(f.managedSnapshot.Channels, req.ChannelName),
+		Plans:    filterNamedResourcesByExactName(f.managedSnapshot.Plans, req.PlanName),
+		Accounts: filterNamedResourcesByPrefix(f.managedSnapshot.Accounts, req.AccountNamePrefix),
+	}, nil
+}
+
+func filterNamedResourcesByExactName(resources []sub2api.NamedResource, expected string) []sub2api.NamedResource {
+	expected = strings.TrimSpace(expected)
+	if expected == "" {
+		return nil
+	}
+	filtered := make([]sub2api.NamedResource, 0, len(resources))
+	for _, resource := range resources {
+		if strings.TrimSpace(resource.Name) == expected {
+			filtered = append(filtered, resource)
+		}
+	}
+	return filtered
+}
+
+func filterNamedResourcesByPrefix(resources []sub2api.NamedResource, prefix string) []sub2api.NamedResource {
+	prefix = strings.TrimSpace(prefix)
+	if prefix == "" {
+		return resources
+	}
+	filtered := make([]sub2api.NamedResource, 0, len(resources))
+	for _, resource := range resources {
+		if strings.HasPrefix(strings.TrimSpace(resource.Name), prefix) {
+			filtered = append(filtered, resource)
+		}
+	}
+	return filtered
 }
diff --git a/internal/provision/pack_install_service.go b/internal/provision/pack_install_service.go
index c4155929..2250a1f5 100644
--- a/internal/provision/pack_install_service.go
+++ b/internal/provision/pack_install_service.go
@@ -101,11 +101,8 @@ func (s *PackInstallService) Install(ctx context.Context, req PackInstallRequest
 }
 
 func validateExistingPack(existing sqlite.Pack, loaded packdef.LoadedPack) error {
-	if strings.TrimSpace(existing.Version) != strings.TrimSpace(loaded.Manifest.Version) {
-		return fmt.Errorf("pack %q already installed with version %q; upgrade lifecycle not implemented", existing.PackID, existing.Version)
-	}
-	if strings.TrimSpace(existing.Checksum) != strings.TrimSpace(loaded.Checksum) {
-		return fmt.Errorf("pack %q version %q checksum drift detected", existing.PackID, existing.Version)
+	if strings.TrimSpace(existing.PackID) != strings.TrimSpace(loaded.Manifest.PackID) {
+		return fmt.Errorf("existing pack %q does not match loaded pack %q", existing.PackID, loaded.Manifest.PackID)
 	}
 	return nil
 }
diff --git a/internal/provision/pack_install_service_test.go b/internal/provision/pack_install_service_test.go
index dd3d01c9..8d4c09dc 100644
--- a/internal/provision/pack_install_service_test.go
+++ b/internal/provision/pack_install_service_test.go
@@ -2,7 +2,6 @@ package provision
 
 import (
 	"context"
-	"strings"
 	"testing"
 
 	"sub2api-cn-relay-manager/internal/pack"
@@ -55,7 +54,7 @@ func TestPackInstallServiceInstallPersistsPackAndProviders(t *testing.T) {
 	}
 }
 
-func TestPackInstallServiceInstallRejectsVersionAndChecksumDrift(t *testing.T) {
+func TestPackInstallServiceInstallUpgradesExistingPackInPlace(t *testing.T) {
 	store := openProvisionTestStore(t)
 	defer closeProvisionTestStore(t, store)
 
@@ -65,16 +64,27 @@ func TestPackInstallServiceInstallRejectsVersionAndChecksumDrift(t *testing.T) {
 		t.Fatalf("initial Install() error = %v", err)
 	}
 
-	versionDrift := sampleLoadedPack()
-	versionDrift.Manifest.Version = "2.0.0"
-	if _, err := svc.Install(context.Background(), PackInstallRequest{Pack: versionDrift}); err == nil || !strings.Contains(err.Error(), "upgrade lifecycle not implemented") {
-		t.Fatalf("Install() version drift error = %v, want upgrade lifecycle error", err)
+	upgraded := sampleLoadedPack()
+	upgraded.Manifest.Version = "2.0.0"
+	upgraded.Checksum = "checksum-2"
+	result, err := svc.Install(context.Background(), PackInstallRequest{Pack: upgraded})
+	if err != nil {
+		t.Fatalf("upgraded Install() error = %v", err)
 	}
-
-	checksumDrift := sampleLoadedPack()
-	checksumDrift.Checksum = "checksum-2"
-	if _, err := svc.Install(context.Background(), PackInstallRequest{Pack: checksumDrift}); err == nil || !strings.Contains(err.Error(), "checksum drift detected") {
-		t.Fatalf("Install() checksum drift error = %v, want checksum drift error", err)
+	if !result.AlreadyInstalled {
+		t.Fatal("AlreadyInstalled = false, want true for pre-existing pack upgrade")
+	}
+	if result.Pack.Version != upgraded.Manifest.Version {
+		t.Fatalf("Pack.Version = %q, want %q", result.Pack.Version, upgraded.Manifest.Version)
+	}
+	if result.Pack.Checksum != upgraded.Checksum {
+		t.Fatalf("Pack.Checksum = %q, want %q", result.Pack.Checksum, upgraded.Checksum)
+	}
+	if got := queryCount(t, store.SQLDB(), "packs"); got != 1 {
+		t.Fatalf("packs row count after upgrade = %d, want 1", got)
+	}
+	if got := queryCount(t, store.SQLDB(), "providers"); got != 1 {
+		t.Fatalf("providers row count after upgrade = %d, want 1", got)
 	}
 }
 
diff --git a/internal/provision/provider_status_service.go b/internal/provision/provider_status_service.go
index 16577d8c..6ff255d9 100644
--- a/internal/provision/provider_status_service.go
+++ b/internal/provision/provider_status_service.go
@@ -61,7 +61,7 @@ func (s *ProviderStatusService) snapshot(ctx context.Context, query ProviderQuer
 	if err != nil {
 		return ProviderSnapshot{}, err
 	}
-	managedResources, err := s.store.ManagedResources().ListByProviderIDAndHostID(ctx, provider.ID, hostRow.ID)
+	managedResources, err := s.store.ManagedResources().GetByBatchID(ctx, batchRow.ID)
 	if err != nil {
 		return ProviderSnapshot{}, err
 	}
@@ -69,7 +69,7 @@ func (s *ProviderStatusService) snapshot(ctx context.Context, query ProviderQuer
 	if err != nil {
 		return ProviderSnapshot{}, err
 	}
-	reconcileRuns, err := s.store.ReconcileRuns().GetByProviderIDAndHostID(ctx, provider.ID, hostRow.ID)
+	reconcileRuns, err := s.store.ReconcileRuns().GetByBatchID(ctx, batchRow.ID)
 	if err != nil {
 		return ProviderSnapshot{}, err
 	}
diff --git a/internal/provision/provider_status_service_test.go b/internal/provision/provider_status_service_test.go
index e83fbeef..da717941 100644
--- a/internal/provision/provider_status_service_test.go
+++ b/internal/provision/provider_status_service_test.go
@@ -71,7 +71,7 @@ func TestProviderStatusServiceReturnsLatestSnapshot(t *testing.T) {
 	}
 }
 
-func TestProviderStatusServiceIncludesManagedResourcesFromEarlierBatch(t *testing.T) {
+func TestProviderStatusServiceIncludesManagedResourcesFromLatestBatchOnly(t *testing.T) {
 	store := openProvisionTestStore(t)
 	defer closeProvisionTestStore(t, store)
 
@@ -99,6 +99,9 @@ func TestProviderStatusServiceIncludesManagedResourcesFromEarlierBatch(t *testin
 	if err != nil {
 		t.Fatalf("ImportBatches().Create(second) error = %v", err)
 	}
+	if _, err := store.ManagedResources().Create(ctx, sqlite.ManagedResource{BatchID: secondBatch, HostID: hostID, ResourceType: "channel", HostResourceID: "channel-2", ResourceName: "deepseek-channel"}); err != nil {
+		t.Fatalf("ManagedResources().Create(channel) error = %v", err)
+	}
 	if _, err := store.AccessClosures().Create(ctx, sqlite.AccessClosureRecord{BatchID: secondBatch, ClosureType: AccessModeSelfService, Status: AccessStatusSelfServiceReady, DetailsJSON: `{"ok":true}`}); err != nil {
 		t.Fatalf("AccessClosures().Create() error = %v", err)
 	}
@@ -108,10 +111,10 @@ func TestProviderStatusServiceIncludesManagedResourcesFromEarlierBatch(t *testin
 		t.Fatalf("GetStatus() error = %v", err)
 	}
 	if got := len(snapshot.ManagedResources); got != 1 {
-		t.Fatalf("len(ManagedResources) = %d, want 1 resource retained from earlier batch", got)
+		t.Fatalf("len(ManagedResources) = %d, want latest batch resources only", got)
 	}
-	if snapshot.ManagedResources[0].HostResourceID != "group-1" {
-		t.Fatalf("HostResourceID = %q, want group-1", snapshot.ManagedResources[0].HostResourceID)
+	if snapshot.ManagedResources[0].HostResourceID != "channel-2" {
+		t.Fatalf("HostResourceID = %q, want channel-2", snapshot.ManagedResources[0].HostResourceID)
 	}
 }
 
diff --git a/internal/provision/reconcile_service_test.go b/internal/provision/reconcile_service_test.go
index 65acff7c..c27a5f9f 100644
--- a/internal/provision/reconcile_service_test.go
+++ b/internal/provision/reconcile_service_test.go
@@ -28,8 +28,8 @@ func TestReconcileServiceReturnsActiveAfterProbeRerun(t *testing.T) {
 
 	batchID := seedRuntimeImportForReconcile(t, store, host)
 	host.managedSnapshot = sub2api.ManagedResourceSnapshot{
-		Groups:   []sub2api.NamedResource{{ID: "group_1", Name: "g"}},
-		Channels: []sub2api.NamedResource{{ID: "channel_1", Name: "c"}},
+		Groups:   []sub2api.NamedResource{{ID: "group_1", Name: "DeepSeek 默认分组"}},
+		Channels: []sub2api.NamedResource{{ID: "channel_1", Name: "DeepSeek 默认渠道"}},
 		Accounts: []sub2api.NamedResource{{ID: "account_1", Name: "deepseek-01"}, {ID: "account_2", Name: "deepseek-02"}},
 	}
 
@@ -82,8 +82,8 @@ func TestReconcileServiceReturnsDegradedWhenProbeRerunFails(t *testing.T) {
 
 	seedRuntimeImportForReconcile(t, store, host)
 	host.managedSnapshot = sub2api.ManagedResourceSnapshot{
-		Groups:   []sub2api.NamedResource{{ID: "group_1", Name: "g"}},
-		Channels: []sub2api.NamedResource{{ID: "channel_1", Name: "c"}},
+		Groups:   []sub2api.NamedResource{{ID: "group_1", Name: "DeepSeek 默认分组"}},
+		Channels: []sub2api.NamedResource{{ID: "channel_1", Name: "DeepSeek 默认渠道"}},
 		Accounts: []sub2api.NamedResource{{ID: "account_1", Name: "deepseek-01"}, {ID: "account_2", Name: "deepseek-02"}},
 	}
 
@@ -124,8 +124,8 @@ func TestReconcileServiceReturnsDriftedWhenManagedResourceMissing(t *testing.T)
 
 	seedRuntimeImportForReconcile(t, store, host)
 	host.managedSnapshot = sub2api.ManagedResourceSnapshot{
-		Groups:   []sub2api.NamedResource{{ID: "group_1", Name: "g"}},
-		Channels: []sub2api.NamedResource{{ID: "channel_1", Name: "c"}},
+		Groups:   []sub2api.NamedResource{{ID: "group_1", Name: "DeepSeek 默认分组"}},
+		Channels: []sub2api.NamedResource{{ID: "channel_1", Name: "DeepSeek 默认渠道"}},
 		Accounts: []sub2api.NamedResource{{ID: "account_1", Name: "deepseek-01"}},
 	}
 
@@ -147,6 +147,52 @@ func TestReconcileServiceReturnsDriftedWhenManagedResourceMissing(t *testing.T)
 	}
 }
 
+func TestReconcileServiceIgnoresSubscriptionPlanForSelfServiceBatch(t *testing.T) {
+	store := openProvisionTestStore(t)
+	defer closeProvisionTestStore(t, store)
+
+	host := &fakeHostAdapter{
+		batchAccounts: []sub2api.AccountRef{{ID: "account_1", Name: "deepseek-01"}, {ID: "account_2", Name: "deepseek-02"}},
+		testResults: map[string]sub2api.ProbeResult{
+			"account_1": {OK: true, Status: "passed"},
+			"account_2": {OK: true, Status: "passed"},
+		},
+		models: map[string][]sub2api.AccountModel{
+			"account_1": {{ID: "deepseek-chat"}},
+			"account_2": {{ID: "deepseek-chat"}},
+		},
+		gatewayResult: sub2api.GatewayAccessResult{OK: true, StatusCode: 200, HasExpectedModel: true, Models: []string{"deepseek-chat"}},
+	}
+
+	seedRuntimeImportForReconcile(t, store, host)
+	host.managedSnapshot = sub2api.ManagedResourceSnapshot{
+		Groups:   []sub2api.NamedResource{{ID: "group_1", Name: "DeepSeek 默认分组"}},
+		Channels: []sub2api.NamedResource{{ID: "channel_1", Name: "DeepSeek 默认渠道"}},
+		Plans:    []sub2api.NamedResource{{ID: "plan_1", Name: "DeepSeek 默认套餐"}},
+		Accounts: []sub2api.NamedResource{{ID: "account_1", Name: "deepseek-01"}, {ID: "account_2", Name: "deepseek-02"}},
+	}
+
+	result, err := NewReconcileService(store, host).Reconcile(context.Background(), ReconcileRequest{
+		HostID:            "host-1",
+		HostBaseURL:       "https://sub2api.example.com",
+		AccessProbeAPIKey: "user-key",
+		Pack:              pack.LoadedPack{Manifest: pack.Manifest{PackID: "openai-cn-pack", Version: "1.0.0", TargetHost: "sub2api", MinHostVersion: "0.1.126", MaxHostVersion: "0.2.x"}},
+		Provider:          sampleProviderManifest(),
+	})
+	if err != nil {
+		t.Fatalf("Reconcile() error = %v", err)
+	}
+	if result.Status != "active" {
+		t.Fatalf("Status = %q, want active", result.Status)
+	}
+	if result.ExtraCount != 0 {
+		t.Fatalf("ExtraCount = %d, want 0", result.ExtraCount)
+	}
+	if host.listManagedReq.PlanName != "" {
+		t.Fatalf("PlanName = %q, want empty for self_service reconcile", host.listManagedReq.PlanName)
+	}
+}
+
 func TestReconcileServicePassesAccountNamePrefixToManagedResourceSnapshot(t *testing.T) {
 	store := openProvisionTestStore(t)
 	defer closeProvisionTestStore(t, store)
@@ -166,8 +212,8 @@ func TestReconcileServicePassesAccountNamePrefixToManagedResourceSnapshot(t *tes
 
 	seedRuntimeImportForReconcile(t, store, host)
 	host.managedSnapshot = sub2api.ManagedResourceSnapshot{
-		Groups:   []sub2api.NamedResource{{ID: "group_1", Name: "g"}},
-		Channels: []sub2api.NamedResource{{ID: "channel_1", Name: "c"}},
+		Groups:   []sub2api.NamedResource{{ID: "group_1", Name: "DeepSeek 默认分组"}},
+		Channels: []sub2api.NamedResource{{ID: "channel_1", Name: "DeepSeek 默认渠道"}},
 		Accounts: []sub2api.NamedResource{{ID: "account_1", Name: "deepseek-01"}, {ID: "account_2", Name: "deepseek-02"}},
 	}
 
diff --git a/packs/openai-cn-pack/checksums.txt b/packs/openai-cn-pack/checksums.txt
index 888a34ab..76404a6b 100644
--- a/packs/openai-cn-pack/checksums.txt
+++ b/packs/openai-cn-pack/checksums.txt
@@ -1,4 +1,4 @@
-db931e9a90f6c1040d285c65582c5dae4c85075e85ce6d87e59cd39a6441d6f1  pack.json
-d5425d14f0d9a9e0af756f9af878bc828ce1fd4e0f38f4fffa8ce7e78421c4e9  providers/deepseek.json
+3e3326e40d51a3753adc6fde0aa8859dc5d2076726a692aae45e36f7b27c89d6  pack.json
+46da7cd7521c7b808e51dcbb190b14cbb84c6d864557d56de75acad4d2e0fa85  providers/deepseek.json
 5dcc402daddacce6dcaceb1501020342f1b1121fbffe9097ede4d5aae072f84e  providers/minimax.json
 fa486a449407f38de8b180ff301568deccef5177ca0436158b1d5b0e6d9328b2  providers/openai-zhongzhuan.json
diff --git a/packs/openai-cn-pack/pack.json b/packs/openai-cn-pack/pack.json
index 55147089..c3673c4b 100644
--- a/packs/openai-cn-pack/pack.json
+++ b/packs/openai-cn-pack/pack.json
@@ -1,6 +1,6 @@
 {
   "pack_id": "openai-cn-pack",
-  "version": "1.0.0",
+  "version": "1.0.1",
   "vendor": "YourTeam",
   "target_host": "sub2api",
   "min_host_version": "0.1.126",
diff --git a/packs/openai-cn-pack/providers/deepseek.json b/packs/openai-cn-pack/providers/deepseek.json
index 4eb2a956..b7b7d65b 100644
--- a/packs/openai-cn-pack/providers/deepseek.json
+++ b/packs/openai-cn-pack/providers/deepseek.json
@@ -1,11 +1,11 @@
 {
   "provider_id": "deepseek",
   "display_name": "DeepSeek OpenAI Compatible",
-  "base_url": "https://api.deepseek.com",
+  "base_url": "https://aitoken.quanfuli.cn/v1",
   "platform": "openai",
   "account_type": "apikey",
-  "default_models": ["deepseek-chat", "deepseek-reasoner"],
-  "smoke_test_model": "deepseek-chat",
+  "default_models": ["deepseek-v4-pro", "deepseek-v4-flash"],
+  "smoke_test_model": "deepseek-v4-pro",
   "group_template": {
     "name": "DeepSeek 默认分组",
     "rate_multiplier": 1.0
diff --git a/packs/openai-cn-pack/providers/deepseek.json.example b/packs/openai-cn-pack/providers/deepseek.json.example
index 6781f960..dff8708e 100644
--- a/packs/openai-cn-pack/providers/deepseek.json.example
+++ b/packs/openai-cn-pack/providers/deepseek.json.example
@@ -1,14 +1,14 @@
 {
   "provider_id": "deepseek",
   "display_name": "DeepSeek OpenAI Compatible",
-  "base_url": "https://api.deepseek.com",
+  "base_url": "https://aitoken.quanfuli.cn/v1",
   "platform": "openai",
   "account_type": "api",
   "default_models": [
-    "deepseek-chat",
-    "deepseek-reasoner"
+    "deepseek-v4-pro",
+    "deepseek-v4-flash"
   ],
-  "smoke_test_model": "deepseek-chat",
+  "smoke_test_model": "deepseek-v4-pro",
   "group_template": {
     "name": "DeepSeek 默认分组",
     "subscription_type": "subscription",
@@ -19,8 +19,8 @@
     "billing_model_source": "channel_mapped",
     "restrict_models": true,
     "model_mapping": {
-      "deepseek-chat": "deepseek-chat",
-      "deepseek-reasoner": "deepseek-reasoner"
+      "deepseek-v4-pro": "deepseek-v4-pro",
+      "deepseek-v4-flash": "deepseek-v4-flash"
     }
   },
   "plan_template": {
diff --git a/scripts/host_access_prep_lib.sh b/scripts/host_access_prep_lib.sh
index f1b5f782..e0338a2d 100644
--- a/scripts/host_access_prep_lib.sh
+++ b/scripts/host_access_prep_lib.sh
@@ -34,6 +34,24 @@ WHERE key = $(sql_literal "$api_key");
 SQL
 }
 
+build_api_key_auth_cache_key() {
+  local api_key="$1"
+  local digest
+  digest="$(printf '%s' "$api_key" | sha256sum | awk '{print $1}')"
+  printf 'apikey:auth:%s' "$digest"
+}
+
+build_user_balance_cache_key() {
+  local user_id="$1"
+  printf 'billing:balance:%s' "$user_id"
+}
+
+build_subscription_billing_cache_key() {
+  local user_id="$1"
+  local group_id="$2"
+  printf 'billing:sub:%s:%s' "$user_id" "$group_id"
+}
+
 build_upsert_subscription_sql() {
   local user_id="$1"
   local group_id="$2"
diff --git a/scripts/import_remote43_provider.sh b/scripts/import_remote43_provider.sh
index 0472aa93..62c1a7db 100755
--- a/scripts/import_remote43_provider.sh
+++ b/scripts/import_remote43_provider.sh
@@ -14,6 +14,7 @@ KEY="${KEY:-/home/long/下载/zjsea.pem}"
 REMOTE="${REMOTE:-ubuntu@43.155.133.187}"
 CRM_BASE="${CRM_BASE:-http://127.0.0.1:18088}"
 HOST_BASE="${HOST_BASE:-http://127.0.0.1:18087}"
+CRM_HOST_BASE="${CRM_HOST_BASE:-$HOST_BASE}"
 PACK_PATH="${PACK_PATH:-/home/ubuntu/sub2api-cn-relay-manager/packs/openai-cn-pack}"
 ROOT="${ROOT:-$ROOT_DIR/artifacts/real-host-acceptance}"
 ART="${ART:-$ROOT/$(date +%Y%m%d_%H%M%S)_remote43_${provider_id}_key_import}"
@@ -46,6 +47,13 @@ remote_pg_exec() {
   ssh_cmd "printf '%s' '$encoded' | base64 -d | sudo -n docker exec -i sub2api-relaymgr-pg psql -U sub2api -d sub2api"
 }
 
+remote_pg_query() {
+  local sql="$1"
+  local encoded
+  encoded="$(printf '%s' "$sql" | base64 -w0)"
+  ssh_cmd "printf '%s' '$encoded' | base64 -d | sudo -n docker exec -i sub2api-relaymgr-pg psql -U sub2api -d sub2api -At -F $'\t'"
+}
+
 remote_fetch_group_state() {
   local group_id="$1"
   local user_id="$2"
@@ -98,24 +106,109 @@ admin_key="$(ssh_cmd "sudo -n docker exec sub2api-relaymgr-pg psql -U sub2api -d
 admin_key="${admin_key##*$'\n'}"
 admin_uid="$(ssh_cmd "sudo -n docker exec sub2api-relaymgr-pg psql -U sub2api -d sub2api -Atc \"select id from users where role='admin' order by id asc limit 1;\"")"
 admin_uid="${admin_uid##*$'\n'}"
-sub_uid="$(ssh_cmd "sudo -n docker exec sub2api-relaymgr-pg psql -U sub2api -d sub2api -Atc \"select id from users where email like 'relay-sub-%@sub2api.local' order by id desc limit 1;\"")"
+sub_uid="$(remote_pg_query "select id from users where email like 'relay-sub-%@sub2api.local' and not exists (select 1 from user_subscriptions s where s.user_id=users.id and s.deleted_at is null) order by id desc limit 1;")"
 sub_uid="${sub_uid##*$'\n'}"
-sub_key="$(ssh_cmd "sudo -n docker exec sub2api-relaymgr-pg psql -U sub2api -d sub2api -Atc \"select k.key from users u join api_keys k on k.user_id=u.id where u.email like 'relay-sub-%@sub2api.local' order by u.id desc limit 1;\"")"
+sub_key="$(remote_pg_query "select k.key from users u join api_keys k on k.user_id=u.id where u.email like 'relay-sub-%@sub2api.local' and not exists (select 1 from user_subscriptions s where s.user_id=u.id and s.deleted_at is null) order by u.id desc limit 1;")"
 sub_key="${sub_key##*$'\n'}"
+if [[ -z "$sub_uid" || -z "$sub_key" ]]; then
+  fresh_seed="$(python3 - <<'PY'
+import secrets, time
+print(f"{int(time.time())}-{secrets.token_hex(4)}")
+PY
+)"
+  fresh_email="relay-sub-${fresh_seed}@sub2api.local"
+  fresh_username="relay-sub-${fresh_seed}"
+  fresh_key="sk-${fresh_seed}"
+  create_user_sql="$(python3 - "$fresh_email" "$fresh_username" "$fresh_key" <<'PY'
+import sys
+email, username, api_key = sys.argv[1:4]
 
-python3 - "$ART/01-runtime-context.json" "$CRM_BASE" "$HOST_BASE" "$provider_id" "$sub_uid" "$sub_key" <<'PY'
+def sql_quote(value: str) -> str:
+    return "'" + value.replace("'", "''") + "'"
+
+print(f'''
+WITH seed AS (
+  SELECT password_hash
+  FROM users
+  WHERE role = 'admin'
+  ORDER BY id ASC
+  LIMIT 1
+),
+ins_user AS (
+  INSERT INTO users (
+    email, password_hash, role, balance, concurrency, status, username, notes, wechat,
+    totp_secret_encrypted, totp_enabled, balance_notify_enabled, balance_notify_threshold,
+    balance_notify_extra_emails, balance_notify_threshold_type, total_recharged, signup_source,
+    rpm_limit
+  )
+  SELECT
+    {sql_quote(email)},
+    password_hash,
+    'user',
+    10,
+    5,
+    'active',
+    {sql_quote(username)},
+    'hermes remote subscription validation',
+    '',
+    '',
+    false,
+    true,
+    NULL,
+    '[]',
+    'fixed',
+    0,
+    'email',
+    0
+  FROM seed
+  RETURNING id
+),
+ins_key AS (
+  INSERT INTO api_keys (
+    user_id, key, name, group_id, status, quota, quota_used,
+    rate_limit_5h, rate_limit_1d, rate_limit_7d,
+    usage_5h, usage_1d, usage_7d
+  )
+  SELECT
+    id,
+    {sql_quote(api_key)},
+    {sql_quote(username + '-key')},
+    NULL,
+    'active',
+    0,
+    0,
+    0,
+    0,
+    0,
+    0,
+    0,
+    0
+  FROM ins_user
+  RETURNING user_id, key
+)
+SELECT user_id, key FROM ins_key;
+'''.strip())
+PY
+)"
+  read -r sub_uid sub_key <<EOF
+$(remote_pg_query "$create_user_sql")
+EOF
+fi
+
+python3 - "$ART/01-runtime-context.json" "$CRM_BASE" "$HOST_BASE" "$CRM_HOST_BASE" "$provider_id" "$sub_uid" "$sub_key" <<'PY'
 import json, sys, pathlib
-path, crm, host, provider_id, sub_uid, sub_key = sys.argv[1:7]
+path, crm, host, crm_host, provider_id, sub_uid, sub_key = sys.argv[1:8]
 pathlib.Path(path).write_text(json.dumps({
   'crm_base': crm,
   'host_base': host,
+  'crm_host_base': crm_host,
   'provider_id': provider_id,
   'subscription_user_id': sub_uid,
   'subscription_user_key_prefix': sub_key[:12],
 }, ensure_ascii=False, indent=2), encoding='utf-8')
 PY
 
-payload="$(python3 - "$HOST_BASE" "$admin_key" "$PACK_PATH" "$provider_id" "$upstream_key" "$sub_key" "$sub_uid" "$SUBSCRIPTION_DAYS" <<'PY'
+payload="$(python3 - "$CRM_HOST_BASE" "$admin_key" "$PACK_PATH" "$provider_id" "$upstream_key" "$sub_key" "$sub_uid" "$SUBSCRIPTION_DAYS" <<'PY'
 import json, sys
 host_base, admin_key, pack_path, provider_id, upstream_key, sub_key, sub_uid, subscription_days = sys.argv[1:9]
 print(json.dumps({
@@ -144,18 +237,28 @@ print(obj['batch_id'])
 PY
 )"
 
-ssh_cmd "curl -sS -H 'Authorization: Bearer *** $CRM_BASE/api/import-batches/$batch_id" > "$ART/04-batch-detail-initial.json"
-subscription_group_id="$(python3 - "$ART/04-batch-detail-initial.json" <<'PY'
+ssh_cmd "curl -sS -H 'Authorization: Bearer $crm_token' $CRM_BASE/api/import-batches/$batch_id" > "$ART/04-batch-detail-initial.json"
+subscription_group_id="$(python3 - "$ART/03-import.body.json" "$ART/04-batch-detail-initial.json" <<'PY'
 import json, pathlib, sys
-obj = json.loads(pathlib.Path(sys.argv[1]).read_text())
-for item in obj.get('managed_resources', []):
+import_obj = json.loads(pathlib.Path(sys.argv[1]).read_text())
+batch_obj = json.loads(pathlib.Path(sys.argv[2]).read_text())
+
+group = import_obj.get('group') or {}
+if group.get('id'):
+    print(group['id'])
+    raise SystemExit(0)
+
+for item in batch_obj.get('managed_resources', []):
     if item.get('ResourceType') == 'group':
         print(item.get('HostResourceID', ''))
-        break
-else:
-    raise SystemExit('missing managed group in batch detail')
+        raise SystemExit(0)
+
+raise SystemExit('missing managed group in import response and batch detail')
 PY
 )"
+auth_cache_key="$(build_api_key_auth_cache_key "$sub_key")"
+balance_cache_key="$(build_user_balance_cache_key "$sub_uid")"
+subscription_cache_key="$(build_subscription_billing_cache_key "$sub_uid" "$subscription_group_id")"
 
 prep_sql="$(build_subscription_access_prep_sql "$sub_uid" "$sub_key" "$subscription_group_id" "$MIN_BALANCE" "$SUBSCRIPTION_DAYS" "$admin_uid" "$SUBSCRIPTION_NOTES")"
 python3 - "$ART/05-subscription-access-prep.sql" "$prep_sql" <<'PY'
@@ -163,15 +266,21 @@ import pathlib, sys
 pathlib.Path(sys.argv[1]).write_text(sys.argv[2], encoding='utf-8')
 PY
 remote_pg_exec "$prep_sql" > "$ART/06-subscription-access-prep.psql.txt"
-ssh_cmd "sudo -n docker exec sub2api-relaymgr-redis redis-cli FLUSHDB" > "$ART/07-redis-flush.txt"
+{
+  printf 'auth_cache_key=%s\n' "$auth_cache_key"
+  printf 'balance_cache_key=%s\n' "$balance_cache_key"
+  printf 'subscription_cache_key=%s\n' "$subscription_cache_key"
+  ssh_cmd "sudo -n docker exec sub2api-relaymgr-redis redis-cli DEL $auth_cache_key $balance_cache_key $subscription_cache_key"
+} > "$ART/07-redis-targeted-invalidation.txt"
 remote_fetch_group_state "$subscription_group_id" "$sub_uid" "$sub_key" "$ART/08-subscription-group-state.json"
 
-python3 - "$ART/01-runtime-context.json" "$CRM_BASE" "$HOST_BASE" "$provider_id" "$sub_uid" "$sub_key" "$subscription_group_id" "$admin_uid" <<'PY'
+python3 - "$ART/01-runtime-context.json" "$CRM_BASE" "$HOST_BASE" "$CRM_HOST_BASE" "$provider_id" "$sub_uid" "$sub_key" "$subscription_group_id" "$admin_uid" <<'PY'
 import json, sys, pathlib
-path, crm, host, provider_id, sub_uid, sub_key, group_id, admin_uid = sys.argv[1:9]
+path, crm, host, crm_host, provider_id, sub_uid, sub_key, group_id, admin_uid = sys.argv[1:10]
 pathlib.Path(path).write_text(json.dumps({
   'crm_base': crm,
   'host_base': host,
+  'crm_host_base': crm_host,
   'provider_id': provider_id,
   'subscription_user_id': sub_uid,
   'subscription_user_key_prefix': sub_key[:12],
@@ -190,30 +299,42 @@ print(json.dumps({
 }, ensure_ascii=False))
 PY
 )"
-ssh_cmd "curl -sS -D /tmp/chat_headers.txt -o /tmp/chat_body.json -H 'Authorization: Bearer *** -H 'Content-Type: application/json' $HOST_BASE/v1/chat/completions -d $(printf %q "$probe_payload")"
-ssh_cmd "cat /tmp/chat_headers.txt" > "$ART/09-chat.headers.txt"
-ssh_cmd "cat /tmp/chat_body.json" > "$ART/10-chat.body.json"
+ssh_cmd "curl -sS -D /tmp/models_headers.txt -o /tmp/models_body.json -H 'Authorization: Bearer *** $HOST_BASE/v1/models"
+ssh_cmd "cat /tmp/models_headers.txt" > "$ART/09-models.headers.txt"
+ssh_cmd "cat /tmp/models_body.json" > "$ART/10-models.body.json"
 
-ssh_cmd "curl -sS -H 'Authorization: Bearer *** $CRM_BASE/api/providers/$provider_id/status" > "$ART/11-provider-status.json"
-ssh_cmd "curl -sS -H 'Authorization: Bearer *** $CRM_BASE/api/providers/$provider_id/access/status" > "$ART/12-access-status.json"
+ssh_cmd "curl -sS -D /tmp/chat_headers.txt -o /tmp/chat_body.json -H 'Authorization: Bearer *** -H 'Content-Type: application/json' $HOST_BASE/v1/chat/completions -d $(printf %q "$probe_payload")"
+ssh_cmd "cat /tmp/chat_headers.txt" > "$ART/11-chat.headers.txt"
+ssh_cmd "cat /tmp/chat_body.json" > "$ART/12-chat.body.json"
+
+ssh_cmd "curl -sS -H 'Authorization: Bearer *** $CRM_BASE/api/providers/$provider_id/status" > "$ART/13-provider-status.json"
+ssh_cmd "curl -sS -H 'Authorization: Bearer *** $CRM_BASE/api/providers/$provider_id/access/status" > "$ART/14-access-status.json"
 preview_payload="$(python3 - "$provider_id" <<'PY'
 import json, sys
 print(json.dumps({'provider_id': sys.argv[1], 'mode': 'subscription'}, ensure_ascii=False))
 PY
 )"
-ssh_cmd "curl -sS -X POST -H 'Authorization: Bearer *** -H 'Content-Type: application/json' $CRM_BASE/api/providers/$provider_id/access/preview -d $(printf %q "$preview_payload")" > "$ART/13-access-preview.json"
-ssh_cmd "curl -sS -H 'Authorization: Bearer *** $CRM_BASE/api/import-batches/$batch_id" > "$ART/14-batch-detail-final.json"
+ssh_cmd "curl -sS -X POST -H 'Authorization: Bearer *** -H 'Content-Type: application/json' $CRM_BASE/api/providers/$provider_id/access/preview -d $(printf %q "$preview_payload")" > "$ART/15-access-preview.json"
+ssh_cmd "curl -sS -H 'Authorization: Bearer *** $CRM_BASE/api/import-batches/$batch_id" > "$ART/16-batch-detail-final.json"
 
-python3 - "$ART" "$provider_id" "$batch_id" <<'PY'
+python3 - "$ART" "$provider_id" "$batch_id" "$subscription_group_id" "$model_name" <<'PY'
 import json, pathlib, sys
 art=pathlib.Path(sys.argv[1])
 provider_id=sys.argv[2]
 batch_id=int(sys.argv[3])
+subscription_group_id=sys.argv[4]
+expected_model=sys.argv[5]
 import_obj=json.loads((art/'03-import.body.json').read_text())
-access_status=json.loads((art/'12-access-status.json').read_text())
-preview=json.loads((art/'13-access-preview.json').read_text())
-chat_headers=(art/'09-chat.headers.txt').read_text()
-group_state=json.loads((art/'08-subscription-group-state.json').read_text())
+models_obj=json.loads((art/'10-models.body.json').read_text())
+access_status=json.loads((art/'14-access-status.json').read_text())
+preview=json.loads((art/'15-access-preview.json').read_text())
+models_headers=(art/'09-models.headers.txt').read_text()
+chat_headers=(art/'11-chat.headers.txt').read_text()
+models=[]
+for item in models_obj.get('data') or []:
+    model_id = item.get('id')
+    if isinstance(model_id, str) and model_id:
+        models.append(model_id)
 summary={
   'artifact_dir': str(art),
   'provider_id': provider_id,
@@ -221,13 +342,15 @@ summary={
   'batch_status': import_obj.get('batch_status'),
   'access_status_from_import': import_obj.get('access_status'),
   'provider_status_from_import': import_obj.get('provider_status'),
+  'direct_models_http200': '200 OK' in models_headers,
+  'direct_models_has_expected_model': expected_model in models,
+  'direct_models': models,
   'direct_chat_http200': '200 OK' in chat_headers,
   'latest_access_status': access_status.get('latest_access_status') or access_status.get('batch_access_status'),
   'preview_available': preview.get('available'),
   'accepted_keys_count': import_obj.get('accepted_keys_count'),
-  'subscription_group_id': group_state.get('group_id'),
-  'key_group_id': (group_state.get('key') or {}).get('group_id'),
-  'subscription_status': (group_state.get('subscription') or {}).get('status'),
+  'subscription_group_id': subscription_group_id,
+  'import_group_id': (import_obj.get('group') or {}).get('id'),
 }
 print(json.dumps(summary, ensure_ascii=False))
 PY
diff --git a/scripts/test_real_host_scripts.sh b/scripts/test_real_host_scripts.sh
index 6eebe28b..8995a629 100644
--- a/scripts/test_real_host_scripts.sh
+++ b/scripts/test_real_host_scripts.sh
@@ -35,6 +35,14 @@ run_test_build_subscription_access_prep_sql() {
   local quoted_sql
   quoted_sql="$(build_bind_api_key_group_sql "sk-o'reilly" 7)"
   assert_contains "$quoted_sql" "WHERE key = 'sk-o''reilly'"
+
+  local auth_cache_key balance_cache_key subscription_cache_key
+  auth_cache_key="$(build_api_key_auth_cache_key 'user-key')"
+  balance_cache_key="$(build_user_balance_cache_key 42)"
+  subscription_cache_key="$(build_subscription_billing_cache_key 42 7)"
+  assert_contains "$auth_cache_key" "apikey:auth:"
+  assert_contains "$balance_cache_key" "billing:balance:42"
+  assert_contains "$subscription_cache_key" "billing:sub:42:7"
 }
 
 run_test_real_host_acceptance_after_import_hook() {
@@ -157,8 +165,8 @@ case "$cmd" in
   *"select k.key from users u join api_keys k on k.user_id=u.id"*)
     printf '%s\n' 'user-key'
     ;;
-  *"curl -sS -D /tmp/import_headers.txt"*"/api/providers/deepseek/import"*)
-    printf '%s\n' '{"batch_id":123,"batch_status":"partially_succeeded","access_status":"broken"}' > /tmp/import_body.json
+  *"/api/providers/deepseek/import"*)
+    printf '%s\n' '{"batch_id":123,"batch_status":"partially_succeeded","access_status":"broken","group":{"id":"7","name":"DeepSeek 默认分组"}}' > /tmp/import_body.json
     printf '%s\n' 'HTTP/1.1 200 OK' > /tmp/import_headers.txt
     ;;
   "cat /tmp/import_headers.txt")
@@ -167,8 +175,18 @@ case "$cmd" in
   "cat /tmp/import_body.json")
     cat /tmp/import_body.json
     ;;
-  *"curl -sS -H 'Authorization: Bearer *** http://127.0.0.1:18088/api/import-batches/123"*)
-    printf '%s\n' '{"managed_resources":[{"ResourceType":"group","HostResourceID":"7","ResourceName":"DeepSeek 默认分组"}]}'
+  *"/api/import-batches/123"*)
+    printf '%s\n' '{"managed_resources":[{"ResourceType":"account","HostResourceID":"8","ResourceName":"deepseek-01"}]}'
+    ;;
+  *"curl -sS -D /tmp/models_headers.txt"*)
+    printf '%s\n' 'HTTP/1.1 200 OK' > /tmp/models_headers.txt
+    printf '%s\n' '{"data":[{"id":"gpt-4"},{"id":"gpt-4.1"}]}' > /tmp/models_body.json
+    ;;
+  "cat /tmp/models_headers.txt")
+    cat /tmp/models_headers.txt
+    ;;
+  "cat /tmp/models_body.json")
+    cat /tmp/models_body.json
     ;;
   *"curl -sS -D /tmp/chat_headers.txt"*)
     printf '%s\n' 'HTTP/1.1 200 OK' > /tmp/chat_headers.txt
@@ -180,16 +198,16 @@ case "$cmd" in
   "cat /tmp/chat_body.json")
     cat /tmp/chat_body.json
     ;;
-  *"curl -sS -H 'Authorization: Bearer *** http://127.0.0.1:18088/api/providers/deepseek/status"*)
+  *"/api/providers/deepseek/status"*)
     printf '%s\n' '{"status":"ready"}'
     ;;
-  *"curl -sS -H 'Authorization: Bearer *** http://127.0.0.1:18088/api/providers/deepseek/access/status"*)
+  *"/api/providers/deepseek/access/status"*)
     printf '%s\n' '{"latest_access_status":"subscription_ready"}'
     ;;
-  *"curl -sS -X POST -H 'Authorization: Bearer *** -H 'Content-Type: application/json' http://127.0.0.1:18088/api/providers/deepseek/access/preview"*)
+  *"/api/providers/deepseek/access/preview"*)
     printf '%s\n' '{"available":true}'
     ;;
-  *"curl -sS -H 'Authorization: Bearer *** http://127.0.0.1:18088/api/providers/deepseek/reconcile"*)
+  *"/api/providers/deepseek/reconcile"*)
     printf '%s\n' '{"status":"in_sync"}'
     ;;
   *"sudo -n docker exec -i sub2api-relaymgr-pg psql -U sub2api -d sub2api -At -F ''"*)
@@ -197,17 +215,26 @@ case "$cmd" in
     ;;
   *"sudo -n docker exec -i sub2api-relaymgr-pg psql -U sub2api -d sub2api"*)
     CMD="$cmd" LOG_DIR="$log_dir" python3 - <<'PY'
-import base64, os, re, pathlib
+import base64, os, re, pathlib, sys
 cmd = os.environ['CMD']
 log_dir = pathlib.Path(os.environ['LOG_DIR'])
 match = re.search(r"printf '%s' '([^']+)' \| base64 -d", cmd)
 if not match:
     raise SystemExit(f'failed to extract base64 payload from: {cmd}')
-log_dir.joinpath('prep.sql').write_bytes(base64.b64decode(match.group(1)))
+sql = base64.b64decode(match.group(1)).decode()
+log_dir.joinpath('prep.sql').write_text(sql, encoding='utf-8')
+if "select id from users where email like 'relay-sub-%@sub2api.local' and not exists" in sql:
+    print('')
+elif "select k.key from users u join api_keys k on k.user_id=u.id" in sql and "not exists" in sql:
+    print('')
+elif "INSERT INTO users" in sql and "INSERT INTO api_keys" in sql:
+    print('84\tuser-key-fresh')
+else:
+    print('')
 PY
     ;;
-  *"sudo -n docker exec sub2api-relaymgr-redis redis-cli FLUSHDB"*)
-    printf '%s\n' 'OK'
+  *"sudo -n docker exec sub2api-relaymgr-redis redis-cli DEL apikey:auth:"*" billing:balance:"*" billing:sub:"*":7"*)
+    printf '%s\n' '3'
     ;;
   *)
     echo "unexpected ssh command: $cmd" >&2
@@ -223,6 +250,7 @@ EOF
   REMOTE="fake@host" \
   CRM_BASE="http://127.0.0.1:18088" \
   HOST_BASE="http://127.0.0.1:18087" \
+  CRM_HOST_BASE="http://127.0.0.1:18093" \
   ROOT="$artifact_dir/root" \
   ART="$artifact_dir/run" \
   PACK_PATH="/tmp/openai-pack" \
@@ -239,6 +267,18 @@ EOF
   assert_contains "$prep_sql" "UPDATE api_keys"
   assert_contains "$prep_sql" "INSERT INTO user_subscriptions"
   assert_contains "$prep_sql" "group_id = 7"
+  local runtime_context invalidation_log
+  runtime_context="$(cat "$artifact_dir/run/01-runtime-context.json")"
+  assert_contains "$runtime_context" '"crm_host_base": "http://127.0.0.1:18093"'
+  invalidation_log="$(cat "$artifact_dir/run/07-redis-targeted-invalidation.txt")"
+  assert_contains "$invalidation_log" "auth_cache_key=apikey:auth:"
+  assert_contains "$invalidation_log" "balance_cache_key=billing:balance:84"
+  assert_contains "$invalidation_log" "subscription_cache_key=billing:sub:84:7"
+  local models_body chat_body
+  models_body="$(cat "$artifact_dir/run/10-models.body.json")"
+  chat_body="$(cat "$artifact_dir/run/12-chat.body.json")"
+  assert_contains "$models_body" '"id":"gpt-4"'
+  assert_contains "$chat_body" '"content":"pong"'
   [[ -s "$ssh_log" ]] || fail "ssh log was empty"
 }