diff --git a/extensions/bluebubbles/src/channel.ts b/extensions/bluebubbles/src/channel.ts
index 9c5cebe6c85..a0a12cb95a4 100644
--- a/extensions/bluebubbles/src/channel.ts
+++ b/extensions/bluebubbles/src/channel.ts
@@ -14,7 +14,10 @@ import {
 import { createAttachedChannelResultAdapter } from "openclaw/plugin-sdk/channel-send-result";
 import { createChatChannelPlugin } from "openclaw/plugin-sdk/core";
 import { createLazyRuntimeNamedExport } from "openclaw/plugin-sdk/lazy-runtime";
-import { createComputedAccountStatusAdapter } from "openclaw/plugin-sdk/status-helpers";
+import {
+  createComputedAccountStatusAdapter,
+  createDefaultChannelRuntimeState,
+} from "openclaw/plugin-sdk/status-helpers";
 import {
   listBlueBubblesAccountIds,
   type ResolvedBlueBubblesAccount,
@@ -228,13 +231,7 @@ export const bluebubblesPlugin: ChannelPlugin<ResolvedBlueBubblesAccount> = crea
       },
       setup: blueBubblesSetupAdapter,
       status: createComputedAccountStatusAdapter<ResolvedBlueBubblesAccount, BlueBubblesProbe>({
-        defaultRuntime: {
-          accountId: DEFAULT_ACCOUNT_ID,
-          running: false,
-          lastStartAt: null,
-          lastStopAt: null,
-          lastError: null,
-        },
+        defaultRuntime: createDefaultChannelRuntimeState(DEFAULT_ACCOUNT_ID),
         collectStatusIssues: collectBlueBubblesStatusIssues,
         buildChannelSummary: ({ snapshot }) =>
           buildProbeChannelStatusSummary(snapshot, { baseUrl: snapshot.baseUrl ?? null }),
diff --git a/extensions/discord/src/channel.ts b/extensions/discord/src/channel.ts
index dcc742c52fc..50ddd98a017 100644
--- a/extensions/discord/src/channel.ts
+++ b/extensions/discord/src/channel.ts
@@ -24,7 +24,10 @@ import {
   resolveThreadSessionKeys,
   type RoutePeer,
 } from "openclaw/plugin-sdk/routing";
-import { createComputedAccountStatusAdapter } from "openclaw/plugin-sdk/status-helpers";
+import {
+  createComputedAccountStatusAdapter,
+  createDefaultChannelRuntimeState,
+} from "openclaw/plugin-sdk/status-helpers";
 import {
   listDiscordAccountIds,
   resolveDiscordAccount,
@@ -429,18 +432,13 @@ export const discordPlugin: ChannelPlugin<ResolvedDiscordAccount> = createChatCh
         }),
     },
     status: createComputedAccountStatusAdapter<ResolvedDiscordAccount, DiscordProbe, unknown>({
-      defaultRuntime: {
-        accountId: DEFAULT_ACCOUNT_ID,
-        running: false,
+      defaultRuntime: createDefaultChannelRuntimeState(DEFAULT_ACCOUNT_ID, {
         connected: false,
         reconnectAttempts: 0,
         lastConnectedAt: null,
         lastDisconnect: null,
         lastEventAt: null,
-        lastStartAt: null,
-        lastStopAt: null,
-        lastError: null,
-      },
+      }),
       collectStatusIssues: collectDiscordStatusIssues,
       buildChannelSummary: ({ snapshot }) =>
         buildTokenChannelStatusSummary(snapshot, { includeMode: false }),
diff --git a/extensions/googlechat/src/channel.ts b/extensions/googlechat/src/channel.ts
index 313401cb6d7..f8e61319100 100644
--- a/extensions/googlechat/src/channel.ts
+++ b/extensions/googlechat/src/channel.ts
@@ -18,7 +18,10 @@ import {
 } from "openclaw/plugin-sdk/directory-runtime";
 import { buildPassiveProbedChannelStatusSummary } from "openclaw/plugin-sdk/extension-shared";
 import { createLazyRuntimeNamedExport } from "openclaw/plugin-sdk/lazy-runtime";
-import { createComputedAccountStatusAdapter } from "openclaw/plugin-sdk/status-helpers";
+import {
+  createComputedAccountStatusAdapter,
+  createDefaultChannelRuntimeState,
+} from "openclaw/plugin-sdk/status-helpers";
 import {
   buildChannelConfigSchema,
   DEFAULT_ACCOUNT_ID,
@@ -208,13 +211,7 @@ export const googlechatPlugin = createChatChannelPlugin({
     },
     actions: googlechatActions,
     status: createComputedAccountStatusAdapter<ResolvedGoogleChatAccount>({
-      defaultRuntime: {
-        accountId: DEFAULT_ACCOUNT_ID,
-        running: false,
-        lastStartAt: null,
-        lastStopAt: null,
-        lastError: null,
-      },
+      defaultRuntime: createDefaultChannelRuntimeState(DEFAULT_ACCOUNT_ID),
       collectStatusIssues: (accounts): ChannelStatusIssue[] =>
         accounts.flatMap((entry) => {
           const accountId = String(entry.accountId ?? DEFAULT_ACCOUNT_ID);
diff --git a/extensions/imessage/src/channel.ts b/extensions/imessage/src/channel.ts
index 85e5d44ce05..b6efbf38e12 100644
--- a/extensions/imessage/src/channel.ts
+++ b/extensions/imessage/src/channel.ts
@@ -4,6 +4,7 @@ import { buildPassiveProbedChannelStatusSummary } from "openclaw/plugin-sdk/exte
 import { createLazyRuntimeModule } from "openclaw/plugin-sdk/lazy-runtime";
 import { resolveOutboundSendDep } from "openclaw/plugin-sdk/outbound-runtime";
 import { buildOutboundBaseSessionKey, type RoutePeer } from "openclaw/plugin-sdk/routing";
+import { createDefaultChannelRuntimeState } from "openclaw/plugin-sdk/status-helpers";
 import {
   buildComputedAccountStatusSnapshot,
   collectStatusIssuesFromLastError,
@@ -150,15 +151,10 @@ export const imessagePlugin: ChannelPlugin<ResolvedIMessageAccount, IMessageProb
         },
       },
       status: {
-        defaultRuntime: {
-          accountId: DEFAULT_ACCOUNT_ID,
-          running: false,
-          lastStartAt: null,
-          lastStopAt: null,
-          lastError: null,
+        defaultRuntime: createDefaultChannelRuntimeState(DEFAULT_ACCOUNT_ID, {
           cliPath: null,
           dbPath: null,
-        },
+        }),
         collectStatusIssues: (accounts) => collectStatusIssuesFromLastError("imessage", accounts),
         buildChannelSummary: ({ snapshot }) =>
           buildPassiveProbedChannelStatusSummary(snapshot, {
diff --git a/extensions/irc/src/channel.ts b/extensions/irc/src/channel.ts
index 90f99893eb4..2c340630bb9 100644
--- a/extensions/irc/src/channel.ts
+++ b/extensions/irc/src/channel.ts
@@ -16,6 +16,7 @@ import {
   listResolvedDirectoryEntriesFromSources,
 } from "openclaw/plugin-sdk/directory-runtime";
 import { runStoppablePassiveMonitor } from "openclaw/plugin-sdk/extension-shared";
+import { createDefaultChannelRuntimeState } from "openclaw/plugin-sdk/status-helpers";
 import {
   listIrcAccountIds,
   resolveDefaultIrcAccountId,
@@ -253,13 +254,7 @@ export const ircPlugin: ChannelPlugin<ResolvedIrcAccount, IrcProbe> = createChat
       },
     }),
     status: {
-      defaultRuntime: {
-        accountId: DEFAULT_ACCOUNT_ID,
-        running: false,
-        lastStartAt: null,
-        lastStopAt: null,
-        lastError: null,
-      },
+      defaultRuntime: createDefaultChannelRuntimeState(DEFAULT_ACCOUNT_ID),
       buildChannelSummary: ({ account, snapshot }) => ({
         ...buildBaseChannelStatusSummary(snapshot),
         host: account.host,
diff --git a/extensions/line/src/channel.ts b/extensions/line/src/channel.ts
index 6883aaf691b..62aca6575d1 100644
--- a/extensions/line/src/channel.ts
+++ b/extensions/line/src/channel.ts
@@ -7,7 +7,10 @@ import {
 import { createChatChannelPlugin } from "openclaw/plugin-sdk/core";
 import { createEmptyChannelDirectoryAdapter } from "openclaw/plugin-sdk/directory-runtime";
 import { resolveOutboundMediaUrls } from "openclaw/plugin-sdk/reply-payload";
-import { createComputedAccountStatusAdapter } from "openclaw/plugin-sdk/status-helpers";
+import {
+  createComputedAccountStatusAdapter,
+  createDefaultChannelRuntimeState,
+} from "openclaw/plugin-sdk/status-helpers";
 import {
   buildTokenChannelStatusSummary,
   clearAccountEntryFields,
@@ -74,13 +77,7 @@ export const linePlugin: ChannelPlugin<ResolvedLineAccount> = createChatChannelP
     directory: createEmptyChannelDirectoryAdapter(),
     setup: lineSetupAdapter,
     status: createComputedAccountStatusAdapter<ResolvedLineAccount>({
-      defaultRuntime: {
-        accountId: DEFAULT_ACCOUNT_ID,
-        running: false,
-        lastStartAt: null,
-        lastStopAt: null,
-        lastError: null,
-      },
+      defaultRuntime: createDefaultChannelRuntimeState(DEFAULT_ACCOUNT_ID),
       collectStatusIssues: (accounts) => {
         const issues: ChannelStatusIssue[] = [];
         for (const account of accounts) {
diff --git a/extensions/matrix/src/channel.ts b/extensions/matrix/src/channel.ts
index 35198343364..8784cf1873b 100644
--- a/extensions/matrix/src/channel.ts
+++ b/extensions/matrix/src/channel.ts
@@ -22,6 +22,7 @@ import {
 import { buildTrafficStatusSummary } from "openclaw/plugin-sdk/extension-shared";
 import { createLazyRuntimeNamedExport } from "openclaw/plugin-sdk/lazy-runtime";
 import { createRuntimeOutboundDelegates } from "openclaw/plugin-sdk/outbound-runtime";
+import { createDefaultChannelRuntimeState } from "openclaw/plugin-sdk/status-helpers";
 import { matrixMessageActions } from "./actions.js";
 import { MatrixConfigSchema } from "./config-schema.js";
 import {
@@ -319,13 +320,7 @@ export const matrixPlugin: ChannelPlugin<ResolvedMatrixAccount, MatrixProbe> =
           }),
       },
       status: {
-        defaultRuntime: {
-          accountId: DEFAULT_ACCOUNT_ID,
-          running: false,
-          lastStartAt: null,
-          lastStopAt: null,
-          lastError: null,
-        },
+        defaultRuntime: createDefaultChannelRuntimeState(DEFAULT_ACCOUNT_ID),
         collectStatusIssues: (accounts) => collectStatusIssuesFromLastError("matrix", accounts),
         buildChannelSummary: ({ snapshot }) =>
           buildProbeChannelStatusSummary(snapshot, { baseUrl: snapshot.baseUrl ?? null }),
diff --git a/extensions/mattermost/src/channel.ts b/extensions/mattermost/src/channel.ts
index a7d35ac457a..b91f1c995a3 100644
--- a/extensions/mattermost/src/channel.ts
+++ b/extensions/mattermost/src/channel.ts
@@ -15,7 +15,10 @@ import { createRestrictSendersChannelSecurity } from "openclaw/plugin-sdk/channe
 import { createChatChannelPlugin } from "openclaw/plugin-sdk/core";
 import { createChannelDirectoryAdapter } from "openclaw/plugin-sdk/directory-runtime";
 import { buildPassiveProbedChannelStatusSummary } from "openclaw/plugin-sdk/extension-shared";
-import { createComputedAccountStatusAdapter } from "openclaw/plugin-sdk/status-helpers";
+import {
+  createComputedAccountStatusAdapter,
+  createDefaultChannelRuntimeState,
+} from "openclaw/plugin-sdk/status-helpers";
 import { MattermostConfigSchema } from "./config-schema.js";
 import { resolveMattermostGroupRequireMention } from "./group-mentions.js";
 import {
@@ -347,16 +350,11 @@ export const mattermostPlugin: ChannelPlugin<ResolvedMattermostAccount> = create
       },
     },
     status: createComputedAccountStatusAdapter<ResolvedMattermostAccount>({
-      defaultRuntime: {
-        accountId: DEFAULT_ACCOUNT_ID,
-        running: false,
+      defaultRuntime: createDefaultChannelRuntimeState(DEFAULT_ACCOUNT_ID, {
         connected: false,
         lastConnectedAt: null,
         lastDisconnect: null,
-        lastStartAt: null,
-        lastStopAt: null,
-        lastError: null,
-      },
+      }),
       buildChannelSummary: ({ snapshot }) =>
         buildPassiveProbedChannelStatusSummary(snapshot, {
           botTokenSource: snapshot.botTokenSource ?? "none",
diff --git a/extensions/nextcloud-talk/src/channel.ts b/extensions/nextcloud-talk/src/channel.ts
index 87e1b18b1c8..1df568e4842 100644
--- a/extensions/nextcloud-talk/src/channel.ts
+++ b/extensions/nextcloud-talk/src/channel.ts
@@ -13,6 +13,7 @@ import {
 import { createAllowlistProviderRouteAllowlistWarningCollector } from "openclaw/plugin-sdk/channel-policy";
 import { createChatChannelPlugin } from "openclaw/plugin-sdk/core";
 import { runStoppablePassiveMonitor } from "openclaw/plugin-sdk/extension-shared";
+import { createDefaultChannelRuntimeState } from "openclaw/plugin-sdk/status-helpers";
 import {
   buildBaseChannelStatusSummary,
   buildChannelConfigSchema,
@@ -168,13 +169,7 @@ export const nextcloudTalkPlugin: ChannelPlugin<ResolvedNextcloudTalkAccount> =
       },
       setup: nextcloudTalkSetupAdapter,
       status: {
-        defaultRuntime: {
-          accountId: DEFAULT_ACCOUNT_ID,
-          running: false,
-          lastStartAt: null,
-          lastStopAt: null,
-          lastError: null,
-        },
+        defaultRuntime: createDefaultChannelRuntimeState(DEFAULT_ACCOUNT_ID),
         buildChannelSummary: ({ snapshot }) =>
           buildBaseChannelStatusSummary(snapshot, {
             secretSource: snapshot.secretSource ?? "none",
diff --git a/extensions/slack/src/channel.ts b/extensions/slack/src/channel.ts
index 08bce34344a..3c07596ef03 100644
--- a/extensions/slack/src/channel.ts
+++ b/extensions/slack/src/channel.ts
@@ -26,7 +26,10 @@ import {
   resolveThreadSessionKeys,
   type RoutePeer,
 } from "openclaw/plugin-sdk/routing";
-import { createComputedAccountStatusAdapter } from "openclaw/plugin-sdk/status-helpers";
+import {
+  createComputedAccountStatusAdapter,
+  createDefaultChannelRuntimeState,
+} from "openclaw/plugin-sdk/status-helpers";
 import {
   listEnabledSlackAccounts,
   resolveSlackAccount,
@@ -457,13 +460,7 @@ export const slackPlugin: ChannelPlugin<ResolvedSlackAccount> = createChatChanne
         ),
     }),
     status: createComputedAccountStatusAdapter<ResolvedSlackAccount, SlackProbe>({
-      defaultRuntime: {
-        accountId: DEFAULT_ACCOUNT_ID,
-        running: false,
-        lastStartAt: null,
-        lastStopAt: null,
-        lastError: null,
-      },
+      defaultRuntime: createDefaultChannelRuntimeState(DEFAULT_ACCOUNT_ID),
       buildChannelSummary: ({ snapshot }) =>
         buildPassiveProbedChannelStatusSummary(snapshot, {
           botTokenSource: snapshot.botTokenSource ?? "none",
diff --git a/extensions/telegram/src/channel.ts b/extensions/telegram/src/channel.ts
index 333b7575fe3..b198f7d76eb 100644
--- a/extensions/telegram/src/channel.ts
+++ b/extensions/telegram/src/channel.ts
@@ -20,6 +20,7 @@ import {
   resolveThreadSessionKeys,
   type RoutePeer,
 } from "openclaw/plugin-sdk/routing";
+import { createDefaultChannelRuntimeState } from "openclaw/plugin-sdk/status-helpers";
 import { parseTelegramTopicConversation } from "../runtime-api.js";
 import {
   buildTokenChannelStatusSummary,
@@ -449,13 +450,7 @@ export const telegramPlugin = createChatChannelPlugin({
     }),
     actions: telegramMessageActions,
     status: {
-      defaultRuntime: {
-        accountId: DEFAULT_ACCOUNT_ID,
-        running: false,
-        lastStartAt: null,
-        lastStopAt: null,
-        lastError: null,
-      },
+      defaultRuntime: createDefaultChannelRuntimeState(DEFAULT_ACCOUNT_ID),
       collectStatusIssues: collectTelegramStatusIssues,
       buildChannelSummary: ({ snapshot }) => buildTokenChannelStatusSummary(snapshot),
       probeAccount: async ({ account, timeoutMs }) =>
diff --git a/extensions/tlon/src/channel.ts b/extensions/tlon/src/channel.ts
index 49dc28f0390..6eef5d21962 100644
--- a/extensions/tlon/src/channel.ts
+++ b/extensions/tlon/src/channel.ts
@@ -5,6 +5,7 @@ import type { OpenClawConfig } from "openclaw/plugin-sdk/config-runtime";
 import { createChatChannelPlugin, type ChannelPlugin } from "openclaw/plugin-sdk/core";
 import { createLazyRuntimeModule } from "openclaw/plugin-sdk/lazy-runtime";
 import { createRuntimeOutboundDelegates } from "openclaw/plugin-sdk/outbound-runtime";
+import { createDefaultChannelRuntimeState } from "openclaw/plugin-sdk/status-helpers";
 import { buildComputedAccountStatusSnapshot } from "../api.js";
 import { tlonChannelConfigSchema } from "./config-schema.js";
 import { resolveTlonOutboundSessionRoute } from "./session-route.js";
@@ -109,13 +110,7 @@ export const tlonPlugin = createChatChannelPlugin({
       resolveOutboundSessionRoute: (params) => resolveTlonOutboundSessionRoute(params),
     },
     status: {
-      defaultRuntime: {
-        accountId: DEFAULT_ACCOUNT_ID,
-        running: false,
-        lastStartAt: null,
-        lastStopAt: null,
-        lastError: null,
-      },
+      defaultRuntime: createDefaultChannelRuntimeState(DEFAULT_ACCOUNT_ID),
       collectStatusIssues: (accounts) => {
         return accounts.flatMap((account) => {
           if (!account.configured) {
diff --git a/extensions/whatsapp/src/channel.ts b/extensions/whatsapp/src/channel.ts
index 529e6f8b44f..95a7dfbb854 100644
--- a/extensions/whatsapp/src/channel.ts
+++ b/extensions/whatsapp/src/channel.ts
@@ -1,5 +1,6 @@
 import { buildDmGroupAccountAllowlistAdapter } from "openclaw/plugin-sdk/allowlist-config-edit";
 import { createChatChannelPlugin } from "openclaw/plugin-sdk/core";
+import { createDefaultChannelRuntimeState } from "openclaw/plugin-sdk/status-helpers";
 // WhatsApp-specific imports from local extension code (moved from src/web/ and src/channels/plugins/)
 import { resolveWhatsAppAccount, type ResolvedWhatsAppAccount } from "./accounts.js";
 import type { WebChannelStatus } from "./auto-reply/types.js";
@@ -207,9 +208,7 @@ export const whatsappPlugin: ChannelPlugin<ResolvedWhatsAppAccount> =
         resolveRecipients: ({ cfg, opts }) => resolveWhatsAppHeartbeatRecipients(cfg, opts),
       },
       status: {
-        defaultRuntime: {
-          accountId: DEFAULT_ACCOUNT_ID,
-          running: false,
+        defaultRuntime: createDefaultChannelRuntimeState(DEFAULT_ACCOUNT_ID, {
           connected: false,
           reconnectAttempts: 0,
           lastConnectedAt: null,
@@ -217,9 +216,8 @@ export const whatsappPlugin: ChannelPlugin<ResolvedWhatsAppAccount> =
           lastInboundAt: null,
           lastMessageAt: null,
           lastEventAt: null,
-          lastError: null,
           healthState: "stopped",
-        },
+        }),
         collectStatusIssues: collectWhatsAppStatusIssues,
         buildChannelSummary: async ({ account, snapshot }) => {
           const authDir = account.authDir;
diff --git a/extensions/zalo/src/channel.ts b/extensions/zalo/src/channel.ts
index cb407c77ea0..9e8a89d3f58 100644
--- a/extensions/zalo/src/channel.ts
+++ b/extensions/zalo/src/channel.ts
@@ -19,6 +19,7 @@ import { createChatChannelPlugin } from "openclaw/plugin-sdk/core";
 import { createChannelDirectoryAdapter } from "openclaw/plugin-sdk/directory-runtime";
 import { listResolvedDirectoryUserEntriesFromAllowFrom } from "openclaw/plugin-sdk/directory-runtime";
 import { createLazyRuntimeModule } from "openclaw/plugin-sdk/lazy-runtime";
+import { createDefaultChannelRuntimeState } from "openclaw/plugin-sdk/status-helpers";
 import {
   listZaloAccountIds,
   resolveDefaultZaloAccountId,
@@ -200,13 +201,7 @@ export const zaloPlugin: ChannelPlugin<ResolvedZaloAccount, ZaloProbeResult> =
         listGroups: async () => [],
       }),
       status: {
-        defaultRuntime: {
-          accountId: DEFAULT_ACCOUNT_ID,
-          running: false,
-          lastStartAt: null,
-          lastStopAt: null,
-          lastError: null,
-        },
+        defaultRuntime: createDefaultChannelRuntimeState(DEFAULT_ACCOUNT_ID),
         collectStatusIssues: collectZaloStatusIssues,
         buildChannelSummary: ({ snapshot }) => buildTokenChannelStatusSummary(snapshot),
         probeAccount: async ({ account, timeoutMs }) =>
diff --git a/extensions/zalouser/src/channel.ts b/extensions/zalouser/src/channel.ts
index 24f2ee531a0..466ca405408 100644
--- a/extensions/zalouser/src/channel.ts
+++ b/extensions/zalouser/src/channel.ts
@@ -8,6 +8,7 @@ import {
 import { createStaticReplyToModeResolver } from "openclaw/plugin-sdk/conversation-runtime";
 import { createChatChannelPlugin } from "openclaw/plugin-sdk/core";
 import { buildPassiveProbedChannelStatusSummary } from "openclaw/plugin-sdk/extension-shared";
+import { createDefaultChannelRuntimeState } from "openclaw/plugin-sdk/status-helpers";
 import type {
   ChannelAccountSnapshot,
   ChannelDirectoryEntry,
@@ -409,13 +410,7 @@ export const zalouserPlugin: ChannelPlugin<ResolvedZalouserAccount, ZalouserProb
         },
       },
       status: {
-        defaultRuntime: {
-          accountId: DEFAULT_ACCOUNT_ID,
-          running: false,
-          lastStartAt: null,
-          lastStopAt: null,
-          lastError: null,
-        },
+        defaultRuntime: createDefaultChannelRuntimeState(DEFAULT_ACCOUNT_ID),
         collectStatusIssues: collectZalouserStatusIssues,
         buildChannelSummary: ({ snapshot }) => buildPassiveProbedChannelStatusSummary(snapshot),
         probeAccount: async ({ account, timeoutMs }) => probeZalouser(account.profile, timeoutMs),