diff --git a/extensions/slack/src/account-reply-mode.ts b/extensions/slack/src/account-reply-mode.ts
new file mode 100644
index 00000000000..33f02bad493
--- /dev/null
+++ b/extensions/slack/src/account-reply-mode.ts
@@ -0,0 +1,37 @@
+import type { SlackAccountConfig } from "./runtime-api.js";
+
+export type SlackReplyToMode = "off" | "first" | "all" | "batched";
+
+export type SlackReplyToModeAccount = {
+  replyToMode?: SlackReplyToMode;
+  replyToModeByChatType?: SlackAccountConfig["replyToModeByChatType"];
+  dm?: { replyToMode?: SlackReplyToMode };
+};
+
+function normalizeSlackChatType(raw?: string): "direct" | "group" | "channel" | undefined {
+  const value = raw?.trim().toLowerCase();
+  if (!value) {
+    return undefined;
+  }
+  if (value === "direct" || value === "dm") {
+    return "direct";
+  }
+  if (value === "group" || value === "channel") {
+    return value;
+  }
+  return undefined;
+}
+
+export function resolveSlackReplyToMode(
+  account: SlackReplyToModeAccount,
+  chatType?: string | null,
+): SlackReplyToMode {
+  const normalized = normalizeSlackChatType(chatType ?? undefined);
+  if (normalized && account.replyToModeByChatType?.[normalized] !== undefined) {
+    return account.replyToModeByChatType[normalized] ?? "off";
+  }
+  if (normalized === "direct" && account.dm?.replyToMode !== undefined) {
+    return account.dm.replyToMode;
+  }
+  return account.replyToMode ?? "off";
+}
diff --git a/extensions/slack/src/accounts.ts b/extensions/slack/src/accounts.ts
index d8a6eae1023..27042067876 100644
--- a/extensions/slack/src/accounts.ts
+++ b/extensions/slack/src/accounts.ts
@@ -2,7 +2,6 @@ import {
   createAccountListHelpers,
   DEFAULT_ACCOUNT_ID,
   normalizeAccountId,
-  normalizeChatType,
   resolveMergedAccountConfig,
   type OpenClawConfig,
 } from "openclaw/plugin-sdk/account-resolution";
@@ -11,6 +10,8 @@ import type { SlackAccountSurfaceFields } from "./account-surface-fields.js";
 import type { SlackAccountConfig } from "./runtime-api.js";
 import { resolveSlackAppToken, resolveSlackBotToken, resolveSlackUserToken } from "./token.js";
 
+export { resolveSlackReplyToMode } from "./account-reply-mode.js";
+
 export type SlackTokenSource = "env" | "config" | "none";
 
 export type ResolvedSlackAccount = {
@@ -109,17 +110,3 @@ export function listEnabledSlackAccounts(cfg: OpenClawConfig): ResolvedSlackAcco
     .map((accountId) => resolveSlackAccount({ cfg, accountId }))
     .filter((account) => account.enabled);
 }
-
-export function resolveSlackReplyToMode(
-  account: ResolvedSlackAccount,
-  chatType?: string | null,
-): "off" | "first" | "all" | "batched" {
-  const normalized = normalizeChatType(chatType ?? undefined);
-  if (normalized && account.replyToModeByChatType?.[normalized] !== undefined) {
-    return account.replyToModeByChatType[normalized] ?? "off";
-  }
-  if (normalized === "direct" && account.dm?.replyToMode !== undefined) {
-    return account.dm.replyToMode;
-  }
-  return account.replyToMode ?? "off";
-}
diff --git a/extensions/slack/src/monitor/message-handler.debounce-key.test.ts b/extensions/slack/src/monitor/message-handler.debounce-key.test.ts
index 17c677b4e37..db64b5b0d16 100644
--- a/extensions/slack/src/monitor/message-handler.debounce-key.test.ts
+++ b/extensions/slack/src/monitor/message-handler.debounce-key.test.ts
@@ -1,6 +1,6 @@
 import { describe, expect, it } from "vitest";
 import type { SlackMessageEvent } from "../types.js";
-import { buildSlackDebounceKey } from "./message-handler.js";
+import { buildSlackDebounceKey } from "./message-handler/debounce-key.js";
 
 function makeMessage(overrides: Partial<SlackMessageEvent> = {}): SlackMessageEvent {
   return {
diff --git a/extensions/slack/src/monitor/message-handler.ts b/extensions/slack/src/monitor/message-handler.ts
index d4c404e62bf..f1ddb4520db 100644
--- a/extensions/slack/src/monitor/message-handler.ts
+++ b/extensions/slack/src/monitor/message-handler.ts
@@ -7,10 +7,21 @@ import type { ResolvedSlackAccount } from "../accounts.js";
 import type { SlackMessageEvent } from "../types.js";
 import { stripSlackMentionsForCommandDetection } from "./commands.js";
 import type { SlackMonitorContext } from "./context.js";
-import { dispatchPreparedSlackMessage } from "./message-handler/dispatch.js";
-import { prepareSlackMessage } from "./message-handler/prepare.js";
+import {
+  buildSlackDebounceKey,
+  buildTopLevelSlackConversationKey,
+} from "./message-handler/debounce-key.js";
 import { createSlackThreadTsResolver } from "./thread-resolution.js";
 
+type SlackMessagePipeline = typeof import("./message-handler/pipeline.runtime.js");
+
+let slackMessagePipelinePromise: Promise<SlackMessagePipeline> | undefined;
+
+function loadSlackMessagePipeline(): Promise<SlackMessagePipeline> {
+  slackMessagePipelinePromise ??= import("./message-handler/pipeline.runtime.js");
+  return slackMessagePipelinePromise;
+}
+
 export type SlackMessageHandler = (
   message: SlackMessageEvent,
   opts: { source: "message" | "app_mention"; wasMentioned?: boolean },
@@ -25,32 +36,6 @@ export class SlackRetryableInboundError extends Error {
   }
 }
 
-function resolveSlackSenderId(message: SlackMessageEvent): string | null {
-  return message.user ?? message.bot_id ?? null;
-}
-
-function isSlackDirectMessageChannel(channelId: string): boolean {
-  return channelId.startsWith("D");
-}
-
-function isTopLevelSlackMessage(message: SlackMessageEvent): boolean {
-  return !message.thread_ts && !message.parent_user_id;
-}
-
-function buildTopLevelSlackConversationKey(
-  message: SlackMessageEvent,
-  accountId: string,
-): string | null {
-  if (!isTopLevelSlackMessage(message)) {
-    return null;
-  }
-  const senderId = resolveSlackSenderId(message);
-  if (!senderId) {
-    return null;
-  }
-  return `slack:${accountId}:${message.channel}:${senderId}`;
-}
-
 function shouldDebounceSlackMessage(message: SlackMessageEvent, cfg: SlackMonitorContext["cfg"]) {
   const text = message.text ?? "";
   const textForCommandDetection = stripSlackMentionsForCommandDetection(text);
@@ -68,33 +53,6 @@ function buildSeenMessageKey(channelId: string | undefined, ts: string | undefin
   return `${channelId}:${ts}`;
 }
 
-/**
- * Build a debounce key that isolates messages by thread (or by message timestamp
- * for top-level non-DM channel messages). Without per-message scoping, concurrent
- * top-level messages from the same sender can share a key and get merged
- * into a single reply on the wrong thread.
- *
- * DMs intentionally stay channel-scoped to preserve short-message batching.
- */
-export function buildSlackDebounceKey(
-  message: SlackMessageEvent,
-  accountId: string,
-): string | null {
-  const senderId = resolveSlackSenderId(message);
-  if (!senderId) {
-    return null;
-  }
-  const messageTs = message.ts ?? message.event_ts;
-  const threadKey = message.thread_ts
-    ? `${message.channel}:${message.thread_ts}`
-    : message.parent_user_id && messageTs
-      ? `${message.channel}:maybe-thread:${messageTs}`
-      : messageTs && !isSlackDirectMessageChannel(message.channel)
-        ? `${message.channel}:${messageTs}`
-        : message.channel;
-  return `slack:${accountId}:${threadKey}:${senderId}`;
-}
-
 export function createSlackMessageHandler(params: {
   ctx: SlackMonitorContext;
   account: ResolvedSlackAccount;
@@ -143,6 +101,8 @@ export function createSlackMessageHandler(params: {
       };
       const seenMessageKey = buildSeenMessageKey(last.message.channel, last.message.ts);
       try {
+        const { prepareSlackMessage, dispatchPreparedSlackMessage } =
+          await loadSlackMessagePipeline();
         const prepared = await prepareSlackMessage({
           ctx,
           account,
diff --git a/extensions/slack/src/monitor/message-handler/debounce-key.ts b/extensions/slack/src/monitor/message-handler/debounce-key.ts
new file mode 100644
index 00000000000..e7730fecab9
--- /dev/null
+++ b/extensions/slack/src/monitor/message-handler/debounce-key.ts
@@ -0,0 +1,46 @@
+import type { SlackMessageEvent } from "../../types.js";
+
+function resolveSlackSenderId(message: SlackMessageEvent): string | null {
+  return message.user ?? message.bot_id ?? null;
+}
+
+function isSlackDirectMessageChannel(channelId: string): boolean {
+  return channelId.startsWith("D");
+}
+
+function isTopLevelSlackMessage(message: SlackMessageEvent): boolean {
+  return !message.thread_ts && !message.parent_user_id;
+}
+
+export function buildTopLevelSlackConversationKey(
+  message: SlackMessageEvent,
+  accountId: string,
+): string | null {
+  if (!isTopLevelSlackMessage(message)) {
+    return null;
+  }
+  const senderId = resolveSlackSenderId(message);
+  if (!senderId) {
+    return null;
+  }
+  return `slack:${accountId}:${message.channel}:${senderId}`;
+}
+
+export function buildSlackDebounceKey(
+  message: SlackMessageEvent,
+  accountId: string,
+): string | null {
+  const senderId = resolveSlackSenderId(message);
+  if (!senderId) {
+    return null;
+  }
+  const messageTs = message.ts ?? message.event_ts;
+  const threadKey = message.thread_ts
+    ? `${message.channel}:${message.thread_ts}`
+    : message.parent_user_id && messageTs
+      ? `${message.channel}:maybe-thread:${messageTs}`
+      : messageTs && !isSlackDirectMessageChannel(message.channel)
+        ? `${message.channel}:${messageTs}`
+        : message.channel;
+  return `slack:${accountId}:${threadKey}:${senderId}`;
+}
diff --git a/extensions/slack/src/monitor/message-handler/pipeline.runtime.ts b/extensions/slack/src/monitor/message-handler/pipeline.runtime.ts
new file mode 100644
index 00000000000..afc3b70ab1c
--- /dev/null
+++ b/extensions/slack/src/monitor/message-handler/pipeline.runtime.ts
@@ -0,0 +1,2 @@
+export { dispatchPreparedSlackMessage } from "./dispatch.js";
+export { prepareSlackMessage } from "./prepare.js";
diff --git a/extensions/slack/src/monitor/message-handler/prepare-routing.ts b/extensions/slack/src/monitor/message-handler/prepare-routing.ts
new file mode 100644
index 00000000000..7d9a4556270
--- /dev/null
+++ b/extensions/slack/src/monitor/message-handler/prepare-routing.ts
@@ -0,0 +1,130 @@
+import type { OpenClawConfig } from "openclaw/plugin-sdk/config-runtime";
+import {
+  resolveRuntimeConversationBindingRoute,
+  type RuntimeConversationBindingRouteResult,
+} from "openclaw/plugin-sdk/conversation-runtime";
+import { resolveAgentRoute } from "openclaw/plugin-sdk/routing";
+import { resolveThreadSessionKeys } from "openclaw/plugin-sdk/routing";
+import { resolveSlackReplyToMode } from "../../account-reply-mode.js";
+import type { ResolvedSlackAccount } from "../../accounts.js";
+import { resolveSlackThreadContext } from "../../threading.js";
+import type { SlackMessageEvent } from "../../types.js";
+
+export type SlackRoutingContextDeps = {
+  cfg: OpenClawConfig;
+  teamId: string;
+  threadInheritParent: boolean;
+  threadHistoryScope: "thread" | "channel";
+};
+
+export type SlackRoutingContext = {
+  route: ReturnType<typeof resolveAgentRoute>;
+  runtimeBinding: RuntimeConversationBindingRouteResult["bindingRecord"];
+  chatType: "direct" | "group" | "channel";
+  replyToMode: ReturnType<typeof resolveSlackReplyToMode>;
+  threadContext: ReturnType<typeof resolveSlackThreadContext>;
+  threadTs: string | undefined;
+  isThreadReply: boolean;
+  threadKeys: ReturnType<typeof resolveThreadSessionKeys>;
+  sessionKey: string;
+  historyKey: string;
+};
+
+function resolveSlackBaseConversationId(params: {
+  message: SlackMessageEvent;
+  isDirectMessage: boolean;
+}): string {
+  return params.isDirectMessage
+    ? `user:${params.message.user ?? "unknown"}`
+    : params.message.channel;
+}
+
+export function resolveSlackRoutingContext(params: {
+  ctx: SlackRoutingContextDeps;
+  account: ResolvedSlackAccount;
+  message: SlackMessageEvent;
+  isDirectMessage: boolean;
+  isGroupDm: boolean;
+  isRoom: boolean;
+  isRoomish: boolean;
+}): SlackRoutingContext {
+  const { ctx, account, message, isDirectMessage, isGroupDm, isRoom, isRoomish } = params;
+  let route = resolveAgentRoute({
+    cfg: ctx.cfg,
+    channel: "slack",
+    accountId: account.accountId,
+    teamId: ctx.teamId || undefined,
+    peer: {
+      kind: isDirectMessage ? "direct" : isRoom ? "channel" : "group",
+      id: isDirectMessage ? (message.user ?? "unknown") : message.channel,
+    },
+  });
+
+  const chatType = isDirectMessage ? "direct" : isGroupDm ? "group" : "channel";
+  const replyToMode = resolveSlackReplyToMode(account, chatType);
+  const threadContext = resolveSlackThreadContext({ message, replyToMode });
+  const threadTs = threadContext.incomingThreadTs;
+  const isThreadReply = threadContext.isThreadReply;
+  // Keep true thread replies thread-scoped, but preserve channel-level sessions
+  // for top-level room turns when replyToMode is off.
+  // For DMs, preserve existing auto-thread behavior when replyToMode="all".
+  const autoThreadId =
+    !isThreadReply && replyToMode === "all" && threadContext.messageTs
+      ? threadContext.messageTs
+      : undefined;
+  // Only fork channel/group messages into thread-specific sessions when they are
+  // actual thread replies (thread_ts present, different from message ts).
+  // Top-level channel messages must stay on the per-channel session for continuity.
+  // Before this fix, every channel message used its own ts as threadId, creating
+  // isolated sessions per message (regression from #10686).
+  const roomThreadId = isThreadReply && threadTs ? threadTs : undefined;
+  const canonicalThreadId = isRoomish ? roomThreadId : isThreadReply ? threadTs : autoThreadId;
+  const baseConversationId = resolveSlackBaseConversationId({ message, isDirectMessage });
+  const boundThreadRoute = canonicalThreadId
+    ? resolveRuntimeConversationBindingRoute({
+        route,
+        conversation: {
+          channel: "slack",
+          accountId: account.accountId,
+          conversationId: canonicalThreadId,
+          parentConversationId: baseConversationId,
+        },
+      })
+    : null;
+  const runtimeRoute =
+    boundThreadRoute?.boundSessionKey || boundThreadRoute?.bindingRecord
+      ? boundThreadRoute
+      : resolveRuntimeConversationBindingRoute({
+          route,
+          conversation: {
+            channel: "slack",
+            accountId: account.accountId,
+            conversationId: baseConversationId,
+          },
+        });
+  route = runtimeRoute.route;
+  const threadKeys = runtimeRoute.boundSessionKey
+    ? { sessionKey: route.sessionKey, parentSessionKey: undefined }
+    : resolveThreadSessionKeys({
+        baseSessionKey: route.sessionKey,
+        threadId: canonicalThreadId,
+        parentSessionKey:
+          canonicalThreadId && ctx.threadInheritParent ? route.sessionKey : undefined,
+      });
+  const sessionKey = threadKeys.sessionKey;
+  const historyKey =
+    isThreadReply && ctx.threadHistoryScope === "thread" ? sessionKey : message.channel;
+
+  return {
+    route,
+    runtimeBinding: runtimeRoute.bindingRecord,
+    chatType,
+    replyToMode,
+    threadContext,
+    threadTs,
+    isThreadReply,
+    threadKeys,
+    sessionKey,
+    historyKey,
+  };
+}
diff --git a/extensions/slack/src/monitor/message-handler/prepare.thread-session-key.test.ts b/extensions/slack/src/monitor/message-handler/prepare.thread-session-key.test.ts
index c4839923003..79d3680d25b 100644
--- a/extensions/slack/src/monitor/message-handler/prepare.thread-session-key.test.ts
+++ b/extensions/slack/src/monitor/message-handler/prepare.thread-session-key.test.ts
@@ -1,26 +1,33 @@
-import type { App } from "@slack/bolt";
 import type { OpenClawConfig } from "openclaw/plugin-sdk/config-runtime";
 import { describe, expect, it } from "vitest";
+import type { ResolvedSlackAccount } from "../../accounts.js";
 import type { SlackMessageEvent } from "../../types.js";
-
-const [{ prepareSlackMessage }, helpers] = await Promise.all([
-  import("./prepare.js"),
-  import("./prepare.test-helpers.js"),
-]);
-const { createInboundSlackTestContext, createSlackTestAccount } = helpers;
+import { resolveSlackRoutingContext, type SlackRoutingContextDeps } from "./prepare-routing.js";
 
 function buildCtx(overrides?: { replyToMode?: "all" | "first" | "off" }) {
   const replyToMode = overrides?.replyToMode ?? "all";
-  return createInboundSlackTestContext({
+  return {
     cfg: {
       channels: {
         slack: { enabled: true, replyToMode },
       },
     } as OpenClawConfig,
-    appClient: {} as App["client"],
-    defaultRequireMention: false,
+    teamId: "T1",
+    threadInheritParent: false,
+    threadHistoryScope: "thread",
+  } satisfies SlackRoutingContextDeps;
+}
+
+function buildAccount(replyToMode: "all" | "first" | "off"): ResolvedSlackAccount {
+  return {
+    accountId: "default",
+    enabled: true,
+    botTokenSource: "config",
+    appTokenSource: "config",
+    userTokenSource: "none",
+    config: { replyToMode },
     replyToMode,
-  });
+  };
 }
 
 function buildChannelMessage(overrides?: Partial<SlackMessageEvent>): SlackMessageEvent {
@@ -35,36 +42,38 @@ function buildChannelMessage(overrides?: Partial<SlackMessageEvent>): SlackMessa
 }
 
 describe("thread-level session keys", () => {
-  it("keeps top-level channel turns in one session when replyToMode=off", async () => {
+  it("keeps top-level channel turns in one session when replyToMode=off", () => {
     const ctx = buildCtx({ replyToMode: "off" });
-    ctx.resolveUserName = async () => ({ name: "Alice" });
-    const account = createSlackTestAccount({ replyToMode: "off" });
+    const account = buildAccount("off");
 
-    const first = await prepareSlackMessage({
+    const first = resolveSlackRoutingContext({
       ctx,
       account,
       message: buildChannelMessage({ ts: "1770408518.451689" }),
-      opts: { source: "message" },
+      isDirectMessage: false,
+      isGroupDm: false,
+      isRoom: true,
+      isRoomish: true,
     });
-    const second = await prepareSlackMessage({
+    const second = resolveSlackRoutingContext({
       ctx,
       account,
       message: buildChannelMessage({ ts: "1770408520.000001" }),
-      opts: { source: "message" },
+      isDirectMessage: false,
+      isGroupDm: false,
+      isRoom: true,
+      isRoomish: true,
     });
 
-    expect(first).toBeTruthy();
-    expect(second).toBeTruthy();
-    const firstSessionKey = first!.ctxPayload.SessionKey as string;
-    const secondSessionKey = second!.ctxPayload.SessionKey as string;
+    const firstSessionKey = first.sessionKey;
+    const secondSessionKey = second.sessionKey;
     expect(firstSessionKey).toBe(secondSessionKey);
     expect(firstSessionKey).not.toContain(":thread:");
   });
 
-  it("uses parent thread_ts for thread replies even when replyToMode=off", async () => {
+  it("uses parent thread_ts for thread replies even when replyToMode=off", () => {
     const ctx = buildCtx({ replyToMode: "off" });
-    ctx.resolveUserName = async () => ({ name: "Bob" });
-    const account = createSlackTestAccount({ replyToMode: "off" });
+    const account = buildAccount("off");
 
     const message = buildChannelMessage({
       user: "U2",
@@ -73,52 +82,55 @@ describe("thread-level session keys", () => {
       thread_ts: "1770408518.451689",
     });
 
-    const prepared = await prepareSlackMessage({
+    const routing = resolveSlackRoutingContext({
       ctx,
       account,
       message,
-      opts: { source: "message" },
+      isDirectMessage: false,
+      isGroupDm: false,
+      isRoom: true,
+      isRoomish: true,
     });
 
-    expect(prepared).toBeTruthy();
-    // Thread replies should use the parent thread_ts, not the reply ts
-    const sessionKey = prepared!.ctxPayload.SessionKey as string;
+    const sessionKey = routing.sessionKey;
     expect(sessionKey).toContain(":thread:1770408518.451689");
     expect(sessionKey).not.toContain("1770408522.168859");
   });
 
-  it("keeps top-level channel messages on the per-channel session regardless of replyToMode", async () => {
+  it("keeps top-level channel messages on the per-channel session regardless of replyToMode", () => {
     for (const mode of ["all", "first", "off"] as const) {
       const ctx = buildCtx({ replyToMode: mode });
-      ctx.resolveUserName = async () => ({ name: "Carol" });
-      const account = createSlackTestAccount({ replyToMode: mode });
+      const account = buildAccount(mode);
 
-      const first = await prepareSlackMessage({
+      const first = resolveSlackRoutingContext({
         ctx,
         account,
         message: buildChannelMessage({ ts: "1770408530.000000" }),
-        opts: { source: "message" },
+        isDirectMessage: false,
+        isGroupDm: false,
+        isRoom: true,
+        isRoomish: true,
       });
-      const second = await prepareSlackMessage({
+      const second = resolveSlackRoutingContext({
         ctx,
         account,
         message: buildChannelMessage({ ts: "1770408531.000000" }),
-        opts: { source: "message" },
+        isDirectMessage: false,
+        isGroupDm: false,
+        isRoom: true,
+        isRoomish: true,
       });
 
-      expect(first).toBeTruthy();
-      expect(second).toBeTruthy();
-      const firstKey = first!.ctxPayload.SessionKey as string;
-      const secondKey = second!.ctxPayload.SessionKey as string;
+      const firstKey = first.sessionKey;
+      const secondKey = second.sessionKey;
       expect(firstKey).toBe(secondKey);
       expect(firstKey).not.toContain(":thread:");
     }
   });
 
-  it("does not add thread suffix for DMs when replyToMode=off", async () => {
+  it("does not add thread suffix for DMs when replyToMode=off", () => {
     const ctx = buildCtx({ replyToMode: "off" });
-    ctx.resolveUserName = async () => ({ name: "Carol" });
-    const account = createSlackTestAccount({ replyToMode: "off" });
+    const account = buildAccount("off");
 
     const message: SlackMessageEvent = {
       channel: "D456",
@@ -128,16 +140,17 @@ describe("thread-level session keys", () => {
       ts: "1770408530.000000",
     } as SlackMessageEvent;
 
-    const prepared = await prepareSlackMessage({
+    const routing = resolveSlackRoutingContext({
       ctx,
       account,
       message,
-      opts: { source: "message" },
+      isDirectMessage: true,
+      isGroupDm: false,
+      isRoom: false,
+      isRoomish: false,
     });
 
-    expect(prepared).toBeTruthy();
-    // DMs should NOT have :thread: in the session key
-    const sessionKey = prepared!.ctxPayload.SessionKey as string;
+    const sessionKey = routing.sessionKey;
     expect(sessionKey).not.toContain(":thread:");
   });
 });
diff --git a/extensions/slack/src/monitor/message-handler/prepare.ts b/extensions/slack/src/monitor/message-handler/prepare.ts
index 08730d1e4aa..10c2d468c33 100644
--- a/extensions/slack/src/monitor/message-handler/prepare.ts
+++ b/extensions/slack/src/monitor/message-handler/prepare.ts
@@ -15,10 +15,6 @@ import {
 import { hasControlCommand } from "openclaw/plugin-sdk/command-detection";
 import { resolveControlCommandGate } from "openclaw/plugin-sdk/command-gating";
 import { shouldHandleTextCommands } from "openclaw/plugin-sdk/command-surface";
-import {
-  resolveRuntimeConversationBindingRoute,
-  type RuntimeConversationBindingRouteResult,
-} from "openclaw/plugin-sdk/conversation-runtime";
 import { formatErrorMessage } from "openclaw/plugin-sdk/error-runtime";
 import { enqueueSystemEvent } from "openclaw/plugin-sdk/infra-runtime";
 import {
@@ -26,18 +22,15 @@ import {
   recordPendingHistoryEntryIfEnabled,
 } from "openclaw/plugin-sdk/reply-history";
 import type { FinalizedMsgContext } from "openclaw/plugin-sdk/reply-runtime";
-import { resolveAgentRoute } from "openclaw/plugin-sdk/routing";
-import { resolveThreadSessionKeys } from "openclaw/plugin-sdk/routing";
 import { logVerbose, shouldLogVerbose } from "openclaw/plugin-sdk/runtime-env";
 import { resolvePinnedMainDmOwnerFromAllowlist } from "openclaw/plugin-sdk/security-runtime";
 import {
   normalizeLowercaseStringOrEmpty,
   normalizeOptionalString,
 } from "openclaw/plugin-sdk/text-runtime";
-import { resolveSlackReplyToMode, type ResolvedSlackAccount } from "../../accounts.js";
+import type { ResolvedSlackAccount } from "../../accounts.js";
 import { reactSlackMessage } from "../../actions.js";
 import { hasSlackThreadParticipation } from "../../sent-thread-cache.js";
-import { resolveSlackThreadContext } from "../../threading.js";
 import type { SlackMessageEvent } from "../../types.js";
 import {
   normalizeAllowListLower,
@@ -61,6 +54,7 @@ import { finalizeInboundContext } from "../reply.runtime.js";
 import { resolveSlackRoomContextHints } from "../room-context.js";
 import { sendMessageSlack } from "../send.runtime.js";
 import { resolveSlackMessageContent } from "./prepare-content.js";
+import { resolveSlackRoutingContext } from "./prepare-routing.js";
 import { resolveSlackThreadContextData } from "./prepare-thread-context.js";
 import type { PreparedSlackMessage } from "./types.js";
 
@@ -108,28 +102,6 @@ type SlackAuthorizationContext = {
   allowFromLower: string[];
 };
 
-type SlackRoutingContext = {
-  route: ReturnType<typeof resolveAgentRoute>;
-  runtimeBinding: RuntimeConversationBindingRouteResult["bindingRecord"];
-  chatType: "direct" | "group" | "channel";
-  replyToMode: ReturnType<typeof resolveSlackReplyToMode>;
-  threadContext: ReturnType<typeof resolveSlackThreadContext>;
-  threadTs: string | undefined;
-  isThreadReply: boolean;
-  threadKeys: ReturnType<typeof resolveThreadSessionKeys>;
-  sessionKey: string;
-  historyKey: string;
-};
-
-function resolveSlackBaseConversationId(params: {
-  message: SlackMessageEvent;
-  isDirectMessage: boolean;
-}): string {
-  return params.isDirectMessage
-    ? `user:${params.message.user ?? "unknown"}`
-    : params.message.channel;
-}
-
 async function resolveSlackConversationContext(params: {
   ctx: SlackMonitorContext;
   account: ResolvedSlackAccount;
@@ -276,96 +248,6 @@ async function authorizeSlackInboundMessage(params: {
   };
 }
 
-function resolveSlackRoutingContext(params: {
-  ctx: SlackMonitorContext;
-  account: ResolvedSlackAccount;
-  message: SlackMessageEvent;
-  isDirectMessage: boolean;
-  isGroupDm: boolean;
-  isRoom: boolean;
-  isRoomish: boolean;
-}): SlackRoutingContext {
-  const { ctx, account, message, isDirectMessage, isGroupDm, isRoom, isRoomish } = params;
-  let route = resolveAgentRoute({
-    cfg: ctx.cfg,
-    channel: "slack",
-    accountId: account.accountId,
-    teamId: ctx.teamId || undefined,
-    peer: {
-      kind: isDirectMessage ? "direct" : isRoom ? "channel" : "group",
-      id: isDirectMessage ? (message.user ?? "unknown") : message.channel,
-    },
-  });
-
-  const chatType = isDirectMessage ? "direct" : isGroupDm ? "group" : "channel";
-  const replyToMode = resolveSlackReplyToMode(account, chatType);
-  const threadContext = resolveSlackThreadContext({ message, replyToMode });
-  const threadTs = threadContext.incomingThreadTs;
-  const isThreadReply = threadContext.isThreadReply;
-  // Keep true thread replies thread-scoped, but preserve channel-level sessions
-  // for top-level room turns when replyToMode is off.
-  // For DMs, preserve existing auto-thread behavior when replyToMode="all".
-  const autoThreadId =
-    !isThreadReply && replyToMode === "all" && threadContext.messageTs
-      ? threadContext.messageTs
-      : undefined;
-  // Only fork channel/group messages into thread-specific sessions when they are
-  // actual thread replies (thread_ts present, different from message ts).
-  // Top-level channel messages must stay on the per-channel session for continuity.
-  // Before this fix, every channel message used its own ts as threadId, creating
-  // isolated sessions per message (regression from #10686).
-  const roomThreadId = isThreadReply && threadTs ? threadTs : undefined;
-  const canonicalThreadId = isRoomish ? roomThreadId : isThreadReply ? threadTs : autoThreadId;
-  const baseConversationId = resolveSlackBaseConversationId({ message, isDirectMessage });
-  const boundThreadRoute = canonicalThreadId
-    ? resolveRuntimeConversationBindingRoute({
-        route,
-        conversation: {
-          channel: "slack",
-          accountId: account.accountId,
-          conversationId: canonicalThreadId,
-          parentConversationId: baseConversationId,
-        },
-      })
-    : null;
-  const runtimeRoute =
-    boundThreadRoute?.boundSessionKey || boundThreadRoute?.bindingRecord
-      ? boundThreadRoute
-      : resolveRuntimeConversationBindingRoute({
-          route,
-          conversation: {
-            channel: "slack",
-            accountId: account.accountId,
-            conversationId: baseConversationId,
-          },
-        });
-  route = runtimeRoute.route;
-  const threadKeys = runtimeRoute.boundSessionKey
-    ? { sessionKey: route.sessionKey, parentSessionKey: undefined }
-    : resolveThreadSessionKeys({
-        baseSessionKey: route.sessionKey,
-        threadId: canonicalThreadId,
-        parentSessionKey:
-          canonicalThreadId && ctx.threadInheritParent ? route.sessionKey : undefined,
-      });
-  const sessionKey = threadKeys.sessionKey;
-  const historyKey =
-    isThreadReply && ctx.threadHistoryScope === "thread" ? sessionKey : message.channel;
-
-  return {
-    route,
-    runtimeBinding: runtimeRoute.bindingRecord,
-    chatType,
-    replyToMode,
-    threadContext,
-    threadTs,
-    isThreadReply,
-    threadKeys,
-    sessionKey,
-    historyKey,
-  };
-}
-
 export async function prepareSlackMessage(params: {
   ctx: SlackMonitorContext;
   account: ResolvedSlackAccount;
diff --git a/extensions/slack/src/monitor/provider.ts b/extensions/slack/src/monitor/provider.ts
index 0044dfdab9f..86577581697 100644
--- a/extensions/slack/src/monitor/provider.ts
+++ b/extensions/slack/src/monitor/provider.ts
@@ -1,5 +1,4 @@
 import type { IncomingMessage, ServerResponse } from "node:http";
-import SlackBolt, * as SlackBoltNamespace from "@slack/bolt";
 import {
   addAllowlistUserEntriesFromConfigEntry,
   buildAllowlistResolutionSummary,
@@ -68,11 +67,12 @@ import type { MonitorSlackOpts } from "./types.js";
 
 let slackBoltInterop: SlackBoltResolvedExports | undefined;
 
-function getSlackBoltInterop(): SlackBoltResolvedExports {
+async function getSlackBoltInterop(): Promise<SlackBoltResolvedExports> {
   if (!slackBoltInterop) {
+    const slackBoltModule = await import("@slack/bolt");
     slackBoltInterop = resolveSlackBoltInterop({
-      defaultImport: SlackBolt,
-      namespaceImport: SlackBoltNamespace,
+      defaultImport: slackBoltModule.default,
+      namespaceImport: slackBoltModule,
     });
   }
   return slackBoltInterop;
@@ -185,7 +185,7 @@ export async function monitorSlackProvider(opts: MonitorSlackOpts = {}) {
   const removeAckAfterReply = cfg.messages?.removeAckAfterReply ?? false;
   const clientOptions = resolveSlackWebClientOptions();
   const { app, receiver } = createSlackBoltApp({
-    interop: getSlackBoltInterop(),
+    interop: await getSlackBoltInterop(),
     slackMode,
     botToken,
     appToken: appToken ?? undefined,