diff --git a/CHANGELOG.md b/CHANGELOG.md
index b03cfb587f9..d84a2d14f33 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -57,6 +57,7 @@ Docs: https://docs.openclaw.ai
 - CLI/media understanding: make `openclaw infer image describe --model <provider/model>` execute the explicit image model instead of skipping description when that model supports native vision.
 - Usage/providers: keep plugin-owned usage auth enabled when manifest-declared provider auth env vars such as `MINIMAX_CODE_PLAN_KEY` are present, so `/usage` can resolve MiniMax billing credentials through the provider plugin.
 - Tlon/uploads: route both hosted Memex upload targets and custom-S3 presigned upload URLs through the shared SSRF guard so blocked private or loopback destinations fail before upload, while public upload URLs continue through the existing hosted upload flow. (#69794) Thanks @drobison00.
+- Channels/thread routing: keep outbound replies in existing Slack, Mattermost, Matrix, Telegram, Discord, and QA-channel thread sessions by sharing the Plugin SDK thread-aware route builder across bundled plugins.
 
 ## 2026.4.20
 
diff --git a/docs/.generated/plugin-sdk-api-baseline.sha256 b/docs/.generated/plugin-sdk-api-baseline.sha256
index 6a5f7e49f1f..0431cf58145 100644
--- a/docs/.generated/plugin-sdk-api-baseline.sha256
+++ b/docs/.generated/plugin-sdk-api-baseline.sha256
@@ -1,2 +1,2 @@
-3a2cde4b15041b5456420b2052b572f9968a93690814d2cf924382fd2f54d1d3  plugin-sdk-api-baseline.json
-38cd9086be93fc9531a8036812c197118c7830d52d40424be08dc9c6d51092e2  plugin-sdk-api-baseline.jsonl
+d7f6e6ecdfb78c73760689af5a684c20ec7ca28509d4f63bf0d990a2d739c6ce  plugin-sdk-api-baseline.json
+584681e4436a4e84c2ff20196ff194a63915caf4dda70de9c27f34ab0d7bde0b  plugin-sdk-api-baseline.jsonl
diff --git a/docs/plugins/sdk-channel-plugins.md b/docs/plugins/sdk-channel-plugins.md
index 49e428757f9..6f54b685bf0 100644
--- a/docs/plugins/sdk-channel-plugins.md
+++ b/docs/plugins/sdk-channel-plugins.md
@@ -176,6 +176,12 @@ surfaces:
 - `openclaw/plugin-sdk/outbound-media` and
   `openclaw/plugin-sdk/outbound-runtime` for media loading plus outbound
   identity/send delegates and payload planning
+- `buildThreadAwareOutboundSessionRoute(...)` from
+  `openclaw/plugin-sdk/channel-core` when an outbound route should preserve an
+  explicit `replyToId`/`threadId` or recover the current `:thread:` session
+  after the base session key still matches. Provider plugins can override
+  precedence, suffix behavior, and thread id normalization when their platform
+  has native thread delivery semantics.
 - `openclaw/plugin-sdk/thread-bindings-runtime` for thread-binding lifecycle
   and adapter registration
 - `openclaw/plugin-sdk/agent-media-payload` only when a legacy agent/media
diff --git a/extensions/discord/src/outbound-session-route.test.ts b/extensions/discord/src/outbound-session-route.test.ts
new file mode 100644
index 00000000000..1d492163df6
--- /dev/null
+++ b/extensions/discord/src/outbound-session-route.test.ts
@@ -0,0 +1,34 @@
+import { describe, expect, it } from "vitest";
+import { resolveDiscordOutboundSessionRoute } from "./outbound-session-route.js";
+
+describe("resolveDiscordOutboundSessionRoute", () => {
+  it("keeps explicit delivery thread ids without adding a session suffix", () => {
+    const route = resolveDiscordOutboundSessionRoute({
+      cfg: {},
+      agentId: "main",
+      target: "channel:123",
+      threadId: "thread-1",
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:discord:channel:123",
+      baseSessionKey: "agent:main:discord:channel:123",
+      threadId: "thread-1",
+    });
+  });
+
+  it("does not promote replyToId into Discord delivery thread metadata", () => {
+    const route = resolveDiscordOutboundSessionRoute({
+      cfg: {},
+      agentId: "main",
+      target: "channel:123",
+      replyToId: "message-1",
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:discord:channel:123",
+      baseSessionKey: "agent:main:discord:channel:123",
+    });
+    expect(route?.threadId).toBeUndefined();
+  });
+});
diff --git a/extensions/discord/src/outbound-session-route.ts b/extensions/discord/src/outbound-session-route.ts
index 079425f624a..db9a02e404f 100644
--- a/extensions/discord/src/outbound-session-route.ts
+++ b/extensions/discord/src/outbound-session-route.ts
@@ -1,10 +1,6 @@
+import { buildThreadAwareOutboundSessionRoute } from "openclaw/plugin-sdk/channel-core";
 import type { OpenClawConfig } from "openclaw/plugin-sdk/config-runtime";
-import {
-  buildOutboundBaseSessionKey,
-  normalizeOutboundThreadId,
-  resolveThreadSessionKeys,
-  type RoutePeer,
-} from "openclaw/plugin-sdk/routing";
+import { buildOutboundBaseSessionKey, type RoutePeer } from "openclaw/plugin-sdk/routing";
 import { parseDiscordTarget } from "./target-parsing.js";
 
 export type ResolveDiscordOutboundSessionRouteParams = {
@@ -38,22 +34,19 @@ export function resolveDiscordOutboundSessionRoute(
     accountId: params.accountId,
     peer,
   });
-  const explicitThreadId = normalizeOutboundThreadId(params.threadId);
-  const threadCandidate = explicitThreadId ?? normalizeOutboundThreadId(params.replyToId);
-  const threadKeys = resolveThreadSessionKeys({
-    baseSessionKey,
-    threadId: threadCandidate,
+  return buildThreadAwareOutboundSessionRoute({
+    route: {
+      sessionKey: baseSessionKey,
+      baseSessionKey,
+      peer,
+      chatType: isDm ? ("direct" as const) : ("channel" as const),
+      from: isDm ? `discord:${parsed.id}` : `discord:channel:${parsed.id}`,
+      to: isDm ? `user:${parsed.id}` : `channel:${parsed.id}`,
+    },
+    threadId: params.threadId,
+    precedence: ["threadId"],
     useSuffix: false,
   });
-  return {
-    sessionKey: threadKeys.sessionKey,
-    baseSessionKey,
-    peer,
-    chatType: isDm ? ("direct" as const) : ("channel" as const),
-    from: isDm ? `discord:${parsed.id}` : `discord:channel:${parsed.id}`,
-    to: isDm ? `user:${parsed.id}` : `channel:${parsed.id}`,
-    threadId: explicitThreadId ?? undefined,
-  };
 }
 
 function resolveDiscordOutboundTargetKindHint(params: {
diff --git a/extensions/matrix/src/session-route.test.ts b/extensions/matrix/src/session-route.test.ts
index 9b39617e551..30045046f2a 100644
--- a/extensions/matrix/src/session-route.test.ts
+++ b/extensions/matrix/src/session-route.test.ts
@@ -266,4 +266,71 @@ describe("resolveMatrixOutboundSessionRoute", () => {
 
     expectCurrentDmRoomRoute(route);
   });
+
+  it("recovers channel thread routes from currentSessionKey and preserves Matrix event-id case", () => {
+    const route = resolveMatrixOutboundSessionRoute({
+      cfg: {},
+      agentId: "main",
+      target: "room:!Ops:Example.Org",
+      currentSessionKey: "agent:main:matrix:channel:!ops:example.org:thread:$RootEvent:Example.Org",
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:matrix:channel:!ops:example.org:thread:$RootEvent:Example.Org",
+      baseSessionKey: "agent:main:matrix:channel:!ops:example.org",
+      threadId: "$RootEvent:Example.Org",
+    });
+  });
+
+  it("resolves per-room DM metadata from the base key when currentSessionKey has a thread suffix", () => {
+    const storedSession = createStoredDirectDmSession();
+    const route = resolveUserRoute({
+      cfg: createMatrixRouteConfig({
+        [currentDmSessionKey]: storedSession,
+      }),
+      accountId: "ops",
+      target: "@alice:example.org",
+    });
+    const threadedRoute = resolveMatrixOutboundSessionRoute({
+      cfg: createMatrixRouteConfig({
+        [route?.baseSessionKey ?? currentDmSessionKey]: storedSession,
+      }),
+      agentId: "main",
+      accountId: "ops",
+      target: "@alice:example.org",
+      resolvedTarget: {
+        to: "@alice:example.org",
+        kind: "user",
+        source: "normalized",
+      },
+      currentSessionKey: `${route?.baseSessionKey}:thread:$DmRoot:Example.Org`,
+    });
+
+    expect(threadedRoute).toMatchObject({
+      sessionKey: `${route?.baseSessionKey}:thread:$DmRoot:Example.Org`,
+      baseSessionKey: route?.baseSessionKey,
+      to: "room:!dm:example.org",
+      threadId: "$DmRoot:Example.Org",
+    });
+  });
+
+  it('does not recover currentSessionKey threads for shared dmScope "main" DMs', () => {
+    const route = resolveMatrixOutboundSessionRoute({
+      cfg: {},
+      agentId: "main",
+      target: "@alice:example.org",
+      currentSessionKey: "agent:main:main:thread:$DmRoot:Example.Org",
+      resolvedTarget: {
+        to: "@alice:example.org",
+        kind: "user",
+        source: "normalized",
+      },
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:main",
+      baseSessionKey: "agent:main:main",
+    });
+    expect(route?.threadId).toBeUndefined();
+  });
 });
diff --git a/extensions/matrix/src/session-route.ts b/extensions/matrix/src/session-route.ts
index cb40bf9e309..d1e5a9cc37c 100644
--- a/extensions/matrix/src/session-route.ts
+++ b/extensions/matrix/src/session-route.ts
@@ -1,6 +1,7 @@
 import { normalizeAccountId } from "openclaw/plugin-sdk/account-id";
 import {
   buildChannelOutboundSessionRoute,
+  buildThreadAwareOutboundSessionRoute,
   type ChannelOutboundSessionRouteParams,
 } from "openclaw/plugin-sdk/channel-core";
 import {
@@ -8,6 +9,7 @@ import {
   resolveSessionStoreEntry,
   resolveStorePath,
 } from "openclaw/plugin-sdk/config-runtime";
+import { parseThreadSessionSuffix } from "openclaw/plugin-sdk/routing";
 import { resolveMatrixAccountConfig } from "./matrix/account-config.js";
 import { resolveDefaultMatrixAccountId } from "./matrix/accounts.js";
 import { resolveMatrixStoredSessionMeta } from "./matrix/session-store-metadata.js";
@@ -38,7 +40,9 @@ function resolveMatrixCurrentDmRoomId(params: {
   currentSessionKey?: string;
   targetUserId: string;
 }): string | undefined {
-  const sessionKey = params.currentSessionKey?.trim();
+  const sessionKey =
+    parseThreadSessionSuffix(params.currentSessionKey).baseSessionKey ??
+    params.currentSessionKey?.trim();
   if (!sessionKey) {
     return undefined;
   }
@@ -100,7 +104,7 @@ export function resolveMatrixOutboundSessionRoute(params: ChannelOutboundSession
   const from = target.kind === "user" ? `matrix:${target.id}` : `matrix:channel:${target.id}`;
   const to = `room:${roomScopedDmId ?? target.id}`;
 
-  return buildChannelOutboundSessionRoute({
+  const baseRoute = buildChannelOutboundSessionRoute({
     cfg: params.cfg,
     agentId: params.agentId,
     channel: "matrix",
@@ -110,4 +114,13 @@ export function resolveMatrixOutboundSessionRoute(params: ChannelOutboundSession
     from,
     to,
   });
+  return buildThreadAwareOutboundSessionRoute({
+    route: baseRoute,
+    replyToId: params.replyToId,
+    threadId: params.threadId,
+    currentSessionKey: params.currentSessionKey,
+    normalizeThreadId: (threadId) => threadId,
+    canRecoverCurrentThread: ({ route }) =>
+      route.peer.kind !== "direct" || (params.cfg.session?.dmScope ?? "main") !== "main",
+  });
 }
diff --git a/extensions/mattermost/src/session-route.test.ts b/extensions/mattermost/src/session-route.test.ts
index 3ac96f7e179..c3eca662c38 100644
--- a/extensions/mattermost/src/session-route.test.ts
+++ b/extensions/mattermost/src/session-route.test.ts
@@ -41,6 +41,54 @@ describe("mattermost session route", () => {
     expect(route?.sessionKey).toContain("thread456");
   });
 
+  it("recovers channel thread routes from currentSessionKey", () => {
+    const route = resolveMattermostOutboundSessionRoute({
+      cfg: {},
+      agentId: "main",
+      accountId: "acct-1",
+      target: "mattermost:channel:chan123",
+      currentSessionKey: "agent:main:mattermost:channel:chan123:thread:root-post",
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:mattermost:channel:chan123:thread:root-post",
+      baseSessionKey: "agent:main:mattermost:channel:chan123",
+      threadId: "root-post",
+    });
+  });
+
+  it("keeps explicit replyToId ahead of recovered currentSessionKey thread", () => {
+    const route = resolveMattermostOutboundSessionRoute({
+      cfg: {},
+      agentId: "main",
+      accountId: "acct-1",
+      target: "mattermost:channel:chan123",
+      replyToId: "explicit-root",
+      currentSessionKey: "agent:main:mattermost:channel:chan123:thread:root-post",
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:mattermost:channel:chan123:thread:explicit-root",
+      threadId: "explicit-root",
+    });
+  });
+
+  it('does not recover currentSessionKey threads for shared dmScope "main" DMs', () => {
+    const route = resolveMattermostOutboundSessionRoute({
+      cfg: {},
+      agentId: "main",
+      accountId: "acct-1",
+      target: "@user123",
+      currentSessionKey: "agent:main:main:thread:root-post",
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:main",
+      baseSessionKey: "agent:main:main",
+    });
+    expect(route?.threadId).toBeUndefined();
+  });
+
   it("returns null when the target is empty after normalization", () => {
     expect(
       resolveMattermostOutboundSessionRoute({
diff --git a/extensions/mattermost/src/session-route.ts b/extensions/mattermost/src/session-route.ts
index 5bbd3e4da47..689e12c46da 100644
--- a/extensions/mattermost/src/session-route.ts
+++ b/extensions/mattermost/src/session-route.ts
@@ -1,11 +1,10 @@
 import {
   buildChannelOutboundSessionRoute,
-  resolveThreadSessionKeys,
+  buildThreadAwareOutboundSessionRoute,
   stripChannelTargetPrefix,
   stripTargetKindPrefix,
   type ChannelOutboundSessionRouteParams,
 } from "openclaw/plugin-sdk/core";
-import { normalizeOutboundThreadId } from "openclaw/plugin-sdk/routing";
 import { normalizeLowercaseStringOrEmpty } from "openclaw/plugin-sdk/text-runtime";
 
 export function resolveMattermostOutboundSessionRoute(params: ChannelOutboundSessionRouteParams) {
@@ -40,14 +39,12 @@ export function resolveMattermostOutboundSessionRoute(params: ChannelOutboundSes
     from: isUser ? `mattermost:${rawId}` : `mattermost:channel:${rawId}`,
     to: isUser ? `user:${rawId}` : `channel:${rawId}`,
   });
-  const threadId = normalizeOutboundThreadId(params.replyToId ?? params.threadId);
-  const threadKeys = resolveThreadSessionKeys({
-    baseSessionKey: baseRoute.baseSessionKey,
-    threadId,
+  return buildThreadAwareOutboundSessionRoute({
+    route: baseRoute,
+    replyToId: params.replyToId,
+    threadId: params.threadId,
+    currentSessionKey: params.currentSessionKey,
+    canRecoverCurrentThread: ({ route }) =>
+      route.chatType !== "direct" || (params.cfg.session?.dmScope ?? "main") !== "main",
   });
-  return {
-    ...baseRoute,
-    sessionKey: threadKeys.sessionKey,
-    ...(threadId !== undefined ? { threadId } : {}),
-  };
 }
diff --git a/extensions/qa-channel/src/channel.test.ts b/extensions/qa-channel/src/channel.test.ts
index 09793f4c510..77a65c3cf48 100644
--- a/extensions/qa-channel/src/channel.test.ts
+++ b/extensions/qa-channel/src/channel.test.ts
@@ -127,6 +127,53 @@ async function startQaChannelTestHarness(params?: {
 }
 
 describe("qa-channel plugin", () => {
+  it("derives thread-aware outbound session routes from explicit thread targets", async () => {
+    const route = await qaChannelPlugin.messaging?.resolveOutboundSessionRoute?.({
+      cfg: {},
+      agentId: "main",
+      accountId: "default",
+      target: "thread:qa-room/thread-1",
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:qa-channel:channel:thread:qa-room/thread-1",
+      baseSessionKey: "agent:main:qa-channel:channel:thread:qa-room/thread-1",
+    });
+    expect(route?.threadId).toBeUndefined();
+  });
+
+  it("recovers thread-aware outbound session routes from currentSessionKey", async () => {
+    const route = await qaChannelPlugin.messaging?.resolveOutboundSessionRoute?.({
+      cfg: {},
+      agentId: "main",
+      accountId: "default",
+      target: "channel:qa-room",
+      currentSessionKey: "agent:main:qa-channel:channel:channel:qa-room:thread:thread-1",
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:qa-channel:channel:channel:qa-room:thread:thread-1",
+      baseSessionKey: "agent:main:qa-channel:channel:channel:qa-room",
+      threadId: "thread-1",
+    });
+  });
+
+  it('does not recover currentSessionKey threads for shared dmScope "main" DMs', async () => {
+    const route = await qaChannelPlugin.messaging?.resolveOutboundSessionRoute?.({
+      cfg: {},
+      agentId: "main",
+      accountId: "default",
+      target: "dm:alice",
+      currentSessionKey: "agent:main:main:thread:thread-1",
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:main",
+      baseSessionKey: "agent:main:main",
+    });
+    expect(route?.threadId).toBeUndefined();
+  });
+
   it("roundtrips inbound DM traffic through the qa bus", { timeout: 20_000 }, async () => {
     const harness = await startQaChannelTestHarness({ allowFrom: ["*"] });
 
diff --git a/extensions/qa-channel/src/channel.ts b/extensions/qa-channel/src/channel.ts
index ea941c59d79..3b3388bb4f7 100644
--- a/extensions/qa-channel/src/channel.ts
+++ b/extensions/qa-channel/src/channel.ts
@@ -1,5 +1,6 @@
 import {
   buildChannelOutboundSessionRoute,
+  buildThreadAwareOutboundSessionRoute,
   createChatChannelPlugin,
 } from "openclaw/plugin-sdk/channel-core";
 import { getChatChannelMeta } from "openclaw/plugin-sdk/channel-plugin-common";
@@ -66,9 +67,17 @@ export const qaChannelPlugin: ChannelPlugin<ResolvedQaChannelAccount> = createCh
           /^((dm|channel):|thread:[^/]+\/)/i.test(raw.trim()) || raw.trim().length > 0,
         hint: "<dm:user|channel:room|thread:room/thread>",
       },
-      resolveOutboundSessionRoute: ({ cfg, agentId, accountId, target, threadId }) => {
+      resolveOutboundSessionRoute: ({
+        cfg,
+        agentId,
+        accountId,
+        target,
+        replyToId,
+        threadId,
+        currentSessionKey,
+      }) => {
         const parsed = parseQaTarget(target);
-        return buildChannelOutboundSessionRoute({
+        const baseRoute = buildChannelOutboundSessionRoute({
           cfg,
           agentId,
           channel: CHANNEL_ID,
@@ -80,7 +89,14 @@ export const qaChannelPlugin: ChannelPlugin<ResolvedQaChannelAccount> = createCh
           chatType: parsed.chatType,
           from: `qa-channel:${accountId ?? DEFAULT_ACCOUNT_ID}`,
           to: buildQaTarget(parsed),
-          threadId: threadId ?? parsed.threadId,
+        });
+        return buildThreadAwareOutboundSessionRoute({
+          route: baseRoute,
+          replyToId,
+          threadId: threadId ?? (target.trim().startsWith("thread:") ? undefined : parsed.threadId),
+          currentSessionKey,
+          canRecoverCurrentThread: ({ route }) =>
+            route.chatType !== "direct" || (cfg.session?.dmScope ?? "main") !== "main",
         });
       },
     },
diff --git a/extensions/slack/src/channel.ts b/extensions/slack/src/channel.ts
index e00adaa12a0..9bdbba86438 100644
--- a/extensions/slack/src/channel.ts
+++ b/extensions/slack/src/channel.ts
@@ -4,7 +4,10 @@ import {
   createFlatAllowlistOverrideResolver,
 } from "openclaw/plugin-sdk/allowlist-config-edit";
 import { adaptScopedAccountAccessor } from "openclaw/plugin-sdk/channel-config-helpers";
-import { createChatChannelPlugin } from "openclaw/plugin-sdk/channel-core";
+import {
+  buildThreadAwareOutboundSessionRoute,
+  createChatChannelPlugin,
+} from "openclaw/plugin-sdk/channel-core";
 import { createPairingPrefixStripper } from "openclaw/plugin-sdk/channel-pairing";
 import {
   createChannelDirectoryAdapter,
@@ -13,12 +16,7 @@ import {
 import { buildPassiveProbedChannelStatusSummary } from "openclaw/plugin-sdk/extension-shared";
 import { createLazyRuntimeModule } from "openclaw/plugin-sdk/lazy-runtime";
 import { resolveOutboundSendDep } from "openclaw/plugin-sdk/outbound-runtime";
-import {
-  buildOutboundBaseSessionKey,
-  normalizeOutboundThreadId,
-  resolveThreadSessionKeys,
-  type RoutePeer,
-} from "openclaw/plugin-sdk/routing";
+import { buildOutboundBaseSessionKey, type RoutePeer } from "openclaw/plugin-sdk/routing";
 import {
   createComputedAccountStatusAdapter,
   createDefaultChannelRuntimeState,
@@ -186,6 +184,18 @@ function buildSlackBaseSessionKey(params: {
   return buildOutboundBaseSessionKey({ ...params, channel: "slack" });
 }
 
+function shouldRecoverSlackThreadFromCurrentSession(params: {
+  cfg: OpenClawConfig;
+  peerKind: RoutePeer["kind"];
+}): boolean {
+  // Shared DM sessions (dmScope="main") do not encode the DM peer in the base key,
+  // so inheriting a prior thread can bleed across unrelated direct-message targets.
+  if (params.peerKind === "direct" && (params.cfg.session?.dmScope ?? "main") === "main") {
+    return false;
+  }
+  return true;
+}
+
 async function resolveSlackOutboundSessionRoute(params: {
   cfg: OpenClawConfig;
   agentId: string;
@@ -193,6 +203,7 @@ async function resolveSlackOutboundSessionRoute(params: {
   target: string;
   replyToId?: string | null;
   threadId?: string | number | null;
+  currentSessionKey?: string | null;
 }) {
   const parsed = parseSlackTarget(params.target, { defaultKind: "channel" });
   if (!parsed) {
@@ -223,25 +234,29 @@ async function resolveSlackOutboundSessionRoute(params: {
     accountId: params.accountId,
     peer,
   });
-  const threadId = normalizeOutboundThreadId(params.threadId ?? params.replyToId);
-  const threadKeys = resolveThreadSessionKeys({
-    baseSessionKey,
-    threadId,
+  return buildThreadAwareOutboundSessionRoute({
+    route: {
+      sessionKey: baseSessionKey,
+      baseSessionKey,
+      peer,
+      chatType: peerKind === "direct" ? ("direct" as const) : ("channel" as const),
+      from:
+        peerKind === "direct"
+          ? `slack:${parsed.id}`
+          : peerKind === "group"
+            ? `slack:group:${parsed.id}`
+            : `slack:channel:${parsed.id}`,
+      to: peerKind === "direct" ? `user:${parsed.id}` : `channel:${parsed.id}`,
+    },
+    replyToId: params.replyToId,
+    threadId: params.threadId,
+    currentSessionKey: params.currentSessionKey,
+    canRecoverCurrentThread: () =>
+      shouldRecoverSlackThreadFromCurrentSession({
+        cfg: params.cfg,
+        peerKind,
+      }),
   });
-  return {
-    sessionKey: threadKeys.sessionKey,
-    baseSessionKey,
-    peer,
-    chatType: peerKind === "direct" ? ("direct" as const) : ("channel" as const),
-    from:
-      peerKind === "direct"
-        ? `slack:${parsed.id}`
-        : peerKind === "group"
-          ? `slack:group:${parsed.id}`
-          : `slack:channel:${parsed.id}`,
-    to: peerKind === "direct" ? `user:${parsed.id}` : `channel:${parsed.id}`,
-    threadId,
-  };
 }
 
 function formatSlackScopeDiagnostic(params: {
diff --git a/extensions/telegram/src/channel.ts b/extensions/telegram/src/channel.ts
index 21f471583fd..28002323623 100644
--- a/extensions/telegram/src/channel.ts
+++ b/extensions/telegram/src/channel.ts
@@ -4,7 +4,12 @@ import {
   createNestedAllowlistOverrideResolver,
 } from "openclaw/plugin-sdk/allowlist-config-edit";
 import type { ChannelMessageActionAdapter } from "openclaw/plugin-sdk/channel-contract";
-import { clearAccountEntryFields, createChatChannelPlugin } from "openclaw/plugin-sdk/channel-core";
+import {
+  buildChannelOutboundSessionRoute,
+  buildThreadAwareOutboundSessionRoute,
+  clearAccountEntryFields,
+  createChatChannelPlugin,
+} from "openclaw/plugin-sdk/channel-core";
 import { createAccountStatusSink } from "openclaw/plugin-sdk/channel-lifecycle";
 import { createPairingPrefixStripper } from "openclaw/plugin-sdk/channel-pairing";
 import { attachChannelToResult } from "openclaw/plugin-sdk/channel-send-result";
@@ -21,12 +26,7 @@ import {
   resolveOutboundSendDep,
   type OutboundSendDeps,
 } from "openclaw/plugin-sdk/outbound-runtime";
-import {
-  buildOutboundBaseSessionKey,
-  normalizeOutboundThreadId,
-  resolveThreadSessionKeys,
-  type RoutePeer,
-} from "openclaw/plugin-sdk/routing";
+import { type RoutePeer } from "openclaw/plugin-sdk/routing";
 import {
   createComputedAccountStatusAdapter,
   createDefaultChannelRuntimeState,
@@ -445,30 +445,22 @@ function shouldStripTelegramThreadFromAnnounceOrigin(params: {
   return entryTarget.to !== requesterTarget.to;
 }
 
-function buildTelegramBaseSessionKey(params: {
-  cfg: OpenClawConfig;
-  agentId: string;
-  accountId?: string | null;
-  peer: RoutePeer;
-}) {
-  return buildOutboundBaseSessionKey({ ...params, channel: "telegram" });
-}
-
 function resolveTelegramOutboundSessionRoute(params: {
   cfg: OpenClawConfig;
   agentId: string;
   accountId?: string | null;
   target: string;
   resolvedTarget?: { kind: string };
+  replyToId?: string | null;
   threadId?: string | number | null;
+  currentSessionKey?: string | null;
 }) {
   const parsed = parseTelegramTarget(params.target);
   const chatId = parsed.chatId.trim();
   if (!chatId) {
     return null;
   }
-  const fallbackThreadId = normalizeOutboundThreadId(params.threadId);
-  const resolvedThreadId = parsed.messageThreadId ?? parseTelegramThreadId(fallbackThreadId);
+  const resolvedThreadId = parsed.messageThreadId ?? parseTelegramThreadId(params.threadId);
   const isGroup =
     parsed.chatType === "group" ||
     (parsed.chatType === "unknown" &&
@@ -480,20 +472,12 @@ function resolveTelegramOutboundSessionRoute(params: {
     kind: isGroup ? "group" : "direct",
     id: peerId,
   };
-  const baseSessionKey = buildTelegramBaseSessionKey({
+  const baseRoute = buildChannelOutboundSessionRoute({
     cfg: params.cfg,
     agentId: params.agentId,
+    channel: "telegram",
     accountId: params.accountId,
     peer,
-  });
-  const threadKeys =
-    resolvedThreadId && !isGroup
-      ? resolveThreadSessionKeys({ baseSessionKey, threadId: String(resolvedThreadId) })
-      : null;
-  return {
-    sessionKey: threadKeys?.sessionKey ?? baseSessionKey,
-    baseSessionKey,
-    peer,
     chatType: isGroup ? ("group" as const) : ("direct" as const),
     from: isGroup
       ? `telegram:group:${peerId}`
@@ -501,7 +485,25 @@ function resolveTelegramOutboundSessionRoute(params: {
         ? `telegram:${chatId}:topic:${resolvedThreadId}`
         : `telegram:${chatId}`,
     to: `telegram:${chatId}`,
+    ...(isGroup && resolvedThreadId !== undefined ? { threadId: resolvedThreadId } : {}),
+  });
+  if (isGroup) {
+    return baseRoute;
+  }
+  const route = buildThreadAwareOutboundSessionRoute({
+    route: baseRoute,
     threadId: resolvedThreadId,
+    currentSessionKey: params.currentSessionKey,
+    precedence: ["threadId", "currentSession"],
+    canRecoverCurrentThread: ({ route }) =>
+      route.chatType !== "direct" || (params.cfg.session?.dmScope ?? "main") !== "main",
+  });
+  return {
+    ...route,
+    from:
+      route.threadId !== undefined
+        ? `telegram:${chatId}:topic:${route.threadId}`
+        : `telegram:${chatId}`,
   };
 }
 
diff --git a/extensions/telegram/src/session-route.test.ts b/extensions/telegram/src/session-route.test.ts
new file mode 100644
index 00000000000..24b37d615ce
--- /dev/null
+++ b/extensions/telegram/src/session-route.test.ts
@@ -0,0 +1,62 @@
+import { describe, expect, it } from "vitest";
+import { telegramPlugin } from "./channel.js";
+
+describe("telegram session route", () => {
+  it("keeps direct topic thread ids in a thread session suffix", async () => {
+    const route = await telegramPlugin.messaging?.resolveOutboundSessionRoute?.({
+      cfg: {},
+      agentId: "main",
+      target: "12345:topic:99",
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:main:thread:99",
+      baseSessionKey: "agent:main:main",
+      threadId: 99,
+    });
+  });
+
+  it("recovers direct topic thread routes from currentSessionKey when the DM scope is isolated", async () => {
+    const route = await telegramPlugin.messaging?.resolveOutboundSessionRoute?.({
+      cfg: { session: { dmScope: "per-channel-peer" } },
+      agentId: "main",
+      target: "12345",
+      currentSessionKey: "agent:main:telegram:direct:12345:thread:12345:99",
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:telegram:direct:12345:thread:12345:99",
+      baseSessionKey: "agent:main:telegram:direct:12345",
+      threadId: "12345:99",
+    });
+  });
+
+  it('does not recover currentSessionKey threads for shared dmScope "main" DMs', async () => {
+    const route = await telegramPlugin.messaging?.resolveOutboundSessionRoute?.({
+      cfg: {},
+      agentId: "main",
+      target: "12345",
+      currentSessionKey: "agent:main:main:thread:12345:99",
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:main",
+      baseSessionKey: "agent:main:main",
+    });
+    expect(route?.threadId).toBeUndefined();
+  });
+
+  it("keeps group topic ids in the group peer route instead of adding a thread suffix", async () => {
+    const route = await telegramPlugin.messaging?.resolveOutboundSessionRoute?.({
+      cfg: {},
+      agentId: "main",
+      target: "-100:topic:99",
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:telegram:group:-100:topic:99",
+      baseSessionKey: "agent:main:telegram:group:-100:topic:99",
+      threadId: 99,
+    });
+  });
+});
diff --git a/src/infra/outbound/outbound-session.test-helpers.ts b/src/infra/outbound/outbound-session.test-helpers.ts
index a17b4859e8d..6b4a60dfe5c 100644
--- a/src/infra/outbound/outbound-session.test-helpers.ts
+++ b/src/infra/outbound/outbound-session.test-helpers.ts
@@ -2,6 +2,7 @@ import type { ChannelPlugin } from "../../channels/plugins/types.plugin.js";
 import type { OpenClawConfig } from "../../config/types.openclaw.js";
 import {
   buildChannelOutboundSessionRoute,
+  buildThreadAwareOutboundSessionRoute,
   stripChannelTargetPrefix,
   stripTargetKindPrefix,
   type ChannelOutboundSessionRouteParams,
@@ -9,7 +10,6 @@ import {
 import {
   buildOutboundBaseSessionKey,
   normalizeOutboundThreadId,
-  resolveThreadSessionKeys,
   type RoutePeer,
 } from "../../plugin-sdk/routing.js";
 import { setActivePluginRegistry } from "../../plugins/runtime.js";
@@ -62,21 +62,19 @@ function buildThreadedChannelRoute(params: {
     accountId: params.accountId,
     peer: params.peer,
   });
-  const normalizedThreadId = normalizeOutboundThreadId(params.threadId);
-  const threadKeys = resolveThreadSessionKeys({
-    baseSessionKey,
-    threadId: normalizedThreadId,
+  return buildThreadAwareOutboundSessionRoute({
+    route: {
+      sessionKey: baseSessionKey,
+      baseSessionKey,
+      peer: params.peer,
+      chatType: params.chatType,
+      from: params.from,
+      to: params.to,
+    },
+    threadId: params.threadId,
     useSuffix: params.useSuffix,
+    precedence: ["threadId", "replyToId", "currentSession"],
   });
-  return {
-    sessionKey: threadKeys.sessionKey,
-    baseSessionKey,
-    peer: params.peer,
-    chatType: params.chatType,
-    from: params.from,
-    to: params.to,
-    ...(normalizedThreadId !== undefined ? { threadId: params.threadId } : {}),
-  };
 }
 
 function parseForumTargetForTest(raw: string): {
diff --git a/src/plugin-sdk/channel-core.ts b/src/plugin-sdk/channel-core.ts
index 06e9e4e054f..b4ddcfdc905 100644
--- a/src/plugin-sdk/channel-core.ts
+++ b/src/plugin-sdk/channel-core.ts
@@ -16,11 +16,13 @@ export const createChannelPluginBase: typeof createChannelPluginBaseFromCore = (
 export {
   buildChannelConfigSchema,
   buildChannelOutboundSessionRoute,
+  buildThreadAwareOutboundSessionRoute,
   clearAccountEntryFields,
   createChatChannelPlugin,
   defineChannelPluginEntry,
   defineSetupPluginEntry,
   parseOptionalDelimitedEntries,
+  recoverCurrentThreadSessionId,
   stripChannelTargetPrefix,
   stripTargetKindPrefix,
   tryReadSecretFileSync,
diff --git a/src/plugin-sdk/core.ts b/src/plugin-sdk/core.ts
index 6f4648a1b1b..a38db81b67b 100644
--- a/src/plugin-sdk/core.ts
+++ b/src/plugin-sdk/core.ts
@@ -25,11 +25,17 @@ import type { ReplyToMode } from "../config/types.base.js";
 import type { OpenClawConfig } from "../config/types.openclaw.js";
 import { buildOutboundBaseSessionKey } from "../infra/outbound/base-session-key.js";
 import type { OutboundDeliveryResult } from "../infra/outbound/deliver.js";
+import { normalizeOutboundThreadId } from "../infra/outbound/thread-id.js";
 import { resolveBundledPluginsDir } from "../plugins/bundled-dir.js";
 import type { ProviderRuntimeModel } from "../plugins/provider-runtime-model.types.js";
 import type { PluginRuntime } from "../plugins/runtime/types.js";
 import type { OpenClawPluginApi } from "../plugins/types.js";
-import { normalizeLowercaseStringOrEmpty } from "../shared/string-coerce.js";
+import { resolveThreadSessionKeys } from "../routing/session-key.js";
+import { parseThreadSessionSuffix } from "../sessions/session-key-utils.js";
+import {
+  normalizeLowercaseStringOrEmpty,
+  normalizeOptionalLowercaseString,
+} from "../shared/string-coerce.js";
 
 export type {
   AgentHarness,
@@ -309,6 +315,96 @@ export function buildChannelOutboundSessionRoute(params: {
   };
 }
 
+export type ThreadAwareOutboundSessionRouteThreadSource =
+  | "replyToId"
+  | "threadId"
+  | "currentSession";
+
+export type ThreadAwareOutboundSessionRouteRecoveryContext = {
+  route: ChannelOutboundSessionRoute;
+  currentBaseSessionKey: string;
+  currentThreadId: string;
+};
+
+export function recoverCurrentThreadSessionId(params: {
+  route: ChannelOutboundSessionRoute;
+  currentSessionKey?: string | null;
+  canRecover?: (context: ThreadAwareOutboundSessionRouteRecoveryContext) => boolean;
+}): string | undefined {
+  const current = parseThreadSessionSuffix(params.currentSessionKey);
+  if (!current.baseSessionKey || !current.threadId) {
+    return undefined;
+  }
+  if (
+    normalizeOptionalLowercaseString(current.baseSessionKey) !==
+    normalizeOptionalLowercaseString(params.route.baseSessionKey)
+  ) {
+    return undefined;
+  }
+  const context = {
+    route: params.route,
+    currentBaseSessionKey: current.baseSessionKey,
+    currentThreadId: current.threadId,
+  };
+  if (params.canRecover && !params.canRecover(context)) {
+    return undefined;
+  }
+  return current.threadId;
+}
+
+export function buildThreadAwareOutboundSessionRoute(params: {
+  route: ChannelOutboundSessionRoute;
+  replyToId?: string | number | null;
+  threadId?: string | number | null;
+  currentSessionKey?: string | null;
+  precedence?: readonly ThreadAwareOutboundSessionRouteThreadSource[];
+  useSuffix?: boolean;
+  parentSessionKey?: string;
+  normalizeThreadId?: (threadId: string) => string;
+  canRecoverCurrentThread?: (context: ThreadAwareOutboundSessionRouteRecoveryContext) => boolean;
+}): ChannelOutboundSessionRoute {
+  const recoveredThreadId = recoverCurrentThreadSessionId({
+    route: params.route,
+    currentSessionKey: params.currentSessionKey,
+    canRecover: params.canRecoverCurrentThread,
+  });
+  const candidates: Record<
+    ThreadAwareOutboundSessionRouteThreadSource,
+    { routeThreadId: string | number; sessionThreadId: string } | undefined
+  > = {
+    replyToId: resolveThreadAwareOutboundCandidate(params.replyToId),
+    threadId: resolveThreadAwareOutboundCandidate(params.threadId),
+    currentSession: resolveThreadAwareOutboundCandidate(recoveredThreadId),
+  };
+  const precedence = params.precedence ?? ["replyToId", "threadId", "currentSession"];
+  const candidate = precedence.map((source) => candidates[source]).find(Boolean);
+  const threadKeys = resolveThreadSessionKeys({
+    baseSessionKey: params.route.baseSessionKey,
+    threadId: candidate?.sessionThreadId,
+    parentSessionKey: candidate ? params.parentSessionKey : undefined,
+    useSuffix: params.useSuffix,
+    normalizeThreadId: params.normalizeThreadId,
+  });
+  return {
+    ...params.route,
+    sessionKey: threadKeys.sessionKey,
+    ...(candidate !== undefined ? { threadId: candidate.routeThreadId } : {}),
+  };
+}
+
+function resolveThreadAwareOutboundCandidate(
+  threadId?: string | number | null,
+): { routeThreadId: string | number; sessionThreadId: string } | undefined {
+  const sessionThreadId = normalizeOutboundThreadId(threadId);
+  if (sessionThreadId === undefined) {
+    return undefined;
+  }
+  return {
+    routeThreadId: typeof threadId === "number" ? threadId : sessionThreadId,
+    sessionThreadId,
+  };
+}
+
 /** Options for a channel plugin entry that should register a channel capability. */
 type ChannelEntryConfigSchema<TPlugin> =
   TPlugin extends ChannelPlugin<unknown>
diff --git a/src/plugin-sdk/routing.ts b/src/plugin-sdk/routing.ts
index b1c6d3b55ed..7d7dd40c477 100644
--- a/src/plugin-sdk/routing.ts
+++ b/src/plugin-sdk/routing.ts
@@ -20,6 +20,7 @@ export {
   normalizeMainKey,
   normalizeOptionalAccountId,
   parseAgentSessionKey,
+  parseThreadSessionSuffix,
   resolveAgentIdFromSessionKey,
   resolveThreadSessionKeys,
   sanitizeAgentId,
diff --git a/src/plugin-sdk/thread-aware-outbound-session-route.test.ts b/src/plugin-sdk/thread-aware-outbound-session-route.test.ts
new file mode 100644
index 00000000000..b629d52b553
--- /dev/null
+++ b/src/plugin-sdk/thread-aware-outbound-session-route.test.ts
@@ -0,0 +1,116 @@
+import { describe, expect, it } from "vitest";
+import {
+  buildThreadAwareOutboundSessionRoute,
+  recoverCurrentThreadSessionId,
+  type ChannelOutboundSessionRoute,
+} from "./core.js";
+
+function baseRoute(
+  overrides: Partial<ChannelOutboundSessionRoute> = {},
+): ChannelOutboundSessionRoute {
+  return {
+    sessionKey: "agent:main:workspace:channel:c123",
+    baseSessionKey: "agent:main:workspace:channel:c123",
+    peer: { kind: "channel", id: "c123" },
+    chatType: "channel",
+    from: "workspace:channel:c123",
+    to: "channel:c123",
+    ...overrides,
+  };
+}
+
+describe("buildThreadAwareOutboundSessionRoute", () => {
+  it("uses replyToId before threadId and recovered current-session thread by default", () => {
+    const route = buildThreadAwareOutboundSessionRoute({
+      route: baseRoute(),
+      replyToId: "reply-1",
+      threadId: "thread-1",
+      currentSessionKey: "agent:main:workspace:channel:c123:thread:current-1",
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:workspace:channel:c123:thread:reply-1",
+      threadId: "reply-1",
+    });
+  });
+
+  it("supports provider-specific threadId-first precedence", () => {
+    const route = buildThreadAwareOutboundSessionRoute({
+      route: baseRoute(),
+      replyToId: "reply-1",
+      threadId: "thread-1",
+      precedence: ["threadId", "replyToId", "currentSession"],
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:workspace:channel:c123:thread:thread-1",
+      threadId: "thread-1",
+    });
+  });
+
+  it("keeps numeric delivery thread ids on the route while stringifying the session suffix", () => {
+    const route = buildThreadAwareOutboundSessionRoute({
+      route: baseRoute(),
+      threadId: 99,
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:workspace:channel:c123:thread:99",
+      threadId: 99,
+    });
+  });
+
+  it("recovers a current-session thread only when the base session matches", () => {
+    expect(
+      recoverCurrentThreadSessionId({
+        route: baseRoute(),
+        currentSessionKey: "agent:main:workspace:channel:c123:thread:current-1",
+      }),
+    ).toBe("current-1");
+    expect(
+      recoverCurrentThreadSessionId({
+        route: baseRoute(),
+        currentSessionKey: "agent:main:workspace:channel:other:thread:current-1",
+      }),
+    ).toBeUndefined();
+  });
+
+  it("lets providers veto current-session recovery", () => {
+    const route = buildThreadAwareOutboundSessionRoute({
+      route: baseRoute(),
+      currentSessionKey: "agent:main:workspace:channel:c123:thread:current-1",
+      canRecoverCurrentThread: () => false,
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:workspace:channel:c123",
+    });
+    expect(route.threadId).toBeUndefined();
+  });
+
+  it("preserves provider-specific thread case when requested", () => {
+    const route = buildThreadAwareOutboundSessionRoute({
+      route: baseRoute(),
+      threadId: "$EventID:Example.Org",
+      normalizeThreadId: (threadId) => threadId,
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:workspace:channel:c123:thread:$EventID:Example.Org",
+      threadId: "$EventID:Example.Org",
+    });
+  });
+
+  it("can carry a delivery thread without adding a session suffix", () => {
+    const route = buildThreadAwareOutboundSessionRoute({
+      route: baseRoute(),
+      threadId: "thread-1",
+      useSuffix: false,
+    });
+
+    expect(route).toMatchObject({
+      sessionKey: "agent:main:workspace:channel:c123",
+      threadId: "thread-1",
+    });
+  });
+});
diff --git a/src/routing/session-key.ts b/src/routing/session-key.ts
index 9d3e67896bc..5e56066a7ca 100644
--- a/src/routing/session-key.ts
+++ b/src/routing/session-key.ts
@@ -9,6 +9,7 @@ export {
   isAcpSessionKey,
   isSubagentSessionKey,
   parseAgentSessionKey,
+  parseThreadSessionSuffix,
   type ParsedAgentSessionKey,
 } from "../sessions/session-key-utils.js";
 export {