diff --git a/CHANGELOG.md b/CHANGELOG.md
index b2a9cf5e6f6..bf3f598da38 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -46,7 +46,8 @@ Docs: https://docs.openclaw.ai
 - Security/dependency audit: bump Hono to `4.12.12` and `@hono/node-server` to `1.19.13` in production resolution paths.
 - Slack/partial streaming: keep the final fallback reply path active when preview finalization fails so stale preview text cannot suppress the actual final answer. (#62859) Thanks @gumadeiras.
 - Plugins/contracts: keep test-only helpers out of production contract barrels, load shared contract harnesses through bundled test surfaces, and harden guardrails so indirect re-exports and canonical `*.test.ts` files stay blocked. (#63311) Thanks @altaywtf.
-- Sessions/routing: preserve established external routes on inter-session announce traffic so `sessions_send` follow-ups do not steal delivery from Telegram, Discord, or other external channels. (#58013) thanks @duqaXxX.
+- Sessions/routing: preserve established external routes on inter-session announce traffic so `sessions_send` follow-ups do not steal delivery from Telegram, Discord, or other external channels. (#58013) Thanks @duqaXxX.
+- Gateway/chat: suppress exact and streamed `ANNOUNCE_SKIP` / `REPLY_SKIP` control replies across live chat updates and history sanitization so internal agent-to-agent control tokens no longer leak into user-facing gateway chat surfaces. (#51739) Thanks @Pinghuachiu.
 
 ## 2026.4.8
 
@@ -1481,7 +1482,6 @@ Docs: https://docs.openclaw.ai
 ### Fixes
 
 - Agents/edit tool: accept common path/text alias spellings, show current file contents on exact-match failures, and avoid false edit failures after successful writes. (#52516) thanks @mbelinky.
-
 ## 2026.3.13
 
 ### Changes
diff --git a/src/gateway/control-reply-text.ts b/src/gateway/control-reply-text.ts
new file mode 100644
index 00000000000..25f8783d477
--- /dev/null
+++ b/src/gateway/control-reply-text.ts
@@ -0,0 +1,62 @@
+import { isSilentReplyText, SILENT_REPLY_TOKEN } from "../auto-reply/tokens.js";
+
+const SUPPRESSED_CONTROL_REPLY_TOKENS = [
+  SILENT_REPLY_TOKEN,
+  "ANNOUNCE_SKIP",
+  "REPLY_SKIP",
+] as const;
+
+const MIN_BARE_PREFIX_LENGTH_BY_TOKEN: Readonly<
+  Record<(typeof SUPPRESSED_CONTROL_REPLY_TOKENS)[number], number>
+> = {
+  [SILENT_REPLY_TOKEN]: 2,
+  ANNOUNCE_SKIP: 3,
+  REPLY_SKIP: 3,
+};
+
+function normalizeSuppressedControlReplyFragment(text: string): string {
+  const trimmed = text.trim();
+  if (!trimmed) {
+    return "";
+  }
+  const normalized = trimmed.toUpperCase();
+  if (/[^A-Z_]/.test(normalized)) {
+    return "";
+  }
+  return normalized;
+}
+
+/**
+ * Return true when a chat-visible reply is exactly an internal control token.
+ */
+export function isSuppressedControlReplyText(text: string): boolean {
+  const normalized = text.trim();
+  return SUPPRESSED_CONTROL_REPLY_TOKENS.some((token) => isSilentReplyText(normalized, token));
+}
+
+/**
+ * Return true when streamed assistant text looks like the leading fragment of a control token.
+ */
+export function isSuppressedControlReplyLeadFragment(text: string): boolean {
+  const trimmed = text.trim();
+  const normalized = normalizeSuppressedControlReplyFragment(text);
+  if (!normalized) {
+    return false;
+  }
+  return SUPPRESSED_CONTROL_REPLY_TOKENS.some((token) => {
+    const tokenUpper = token.toUpperCase();
+    if (normalized === tokenUpper) {
+      return false;
+    }
+    if (!tokenUpper.startsWith(normalized)) {
+      return false;
+    }
+    if (normalized.includes("_")) {
+      return true;
+    }
+    if (token !== SILENT_REPLY_TOKEN && trimmed !== trimmed.toUpperCase()) {
+      return false;
+    }
+    return normalized.length >= MIN_BARE_PREFIX_LENGTH_BY_TOKEN[token];
+  });
+}
diff --git a/src/gateway/server-chat.agent-events.test.ts b/src/gateway/server-chat.agent-events.test.ts
index 72d35d38a9e..c17589c510b 100644
--- a/src/gateway/server-chat.agent-events.test.ts
+++ b/src/gateway/server-chat.agent-events.test.ts
@@ -275,6 +275,38 @@ describe("agent event handler", () => {
     nowSpy?.mockRestore();
   });
 
+  it.each([
+    ["ANNOUNCE_SKIP", ["ANN", "ANNOUNCE_", "ANNOUNCE_SKIP"]],
+    ["REPLY_SKIP", ["REP", "REPLY_", "REPLY_SKIP"]],
+  ] as const)(
+    "suppresses %s lead fragments and does not leak the streamed prefix in the final chat message",
+    (_replyText, fragments) => {
+      const { broadcast, nodeSendToSession, chatRunState, handler, nowSpy } = createHarness({
+        now: 2_150,
+      });
+      chatRunState.registry.add("run-control", {
+        sessionKey: "session-control",
+        clientRunId: "client-control",
+      });
+
+      for (const text of fragments) {
+        handler({
+          runId: "run-control",
+          seq: 1,
+          stream: "assistant",
+          ts: Date.now(),
+          data: { text },
+        });
+      }
+      emitLifecycleEnd(handler, "run-control");
+
+      const payload = expectSingleFinalChatPayload(broadcast) as { message?: unknown };
+      expect(payload.message).toBeUndefined();
+      expect(sessionChatCalls(nodeSendToSession)).toHaveLength(1);
+      nowSpy?.mockRestore();
+    },
+  );
+
   it("keeps final short replies like 'No' even when lead-fragment deltas are suppressed", () => {
     const { broadcast, nodeSendToSession, chatRunState, handler, nowSpy } = createHarness({
       now: 2_200,
diff --git a/src/gateway/server-methods/chat.ts b/src/gateway/server-methods/chat.ts
index 04806c6cac8..e96b2b836c7 100644
--- a/src/gateway/server-methods/chat.ts
+++ b/src/gateway/server-methods/chat.ts
@@ -12,8 +12,8 @@ import {
 import { dispatchInboundMessage } from "../../auto-reply/dispatch.js";
 import { createReplyDispatcher } from "../../auto-reply/reply/reply-dispatcher.js";
 import type { MsgContext } from "../../auto-reply/templating.js";
-import { isSilentReplyText, SILENT_REPLY_TOKEN } from "../../auto-reply/tokens.js";
 import type { ReplyPayload } from "../../auto-reply/types.js";
+import { createReplyPrefixOptions } from "../../channels/reply-prefix.js";
 import { resolveSessionFilePath } from "../../config/sessions.js";
 import { formatErrorMessage } from "../../infra/errors.js";
 import { jsonUtf8Bytes } from "../../infra/json-utf8-bytes.js";
@@ -54,6 +54,7 @@ import {
 } from "../chat-attachments.js";
 import { stripEnvelopeFromMessage, stripEnvelopeFromMessages } from "../chat-sanitize.js";
 import { augmentChatHistoryWithCliSessionImports } from "../cli-session-history.js";
+import { isSuppressedControlReplyText } from "../control-reply-text.js";
 import { ADMIN_SCOPE } from "../method-scopes.js";
 import {
   GATEWAY_CLIENT_CAPS,
@@ -732,7 +733,7 @@ function shouldDropAssistantHistoryMessage(message: unknown): boolean {
     return true;
   }
   const text = extractAssistantTextForSilentCheck(message);
-  if (text === undefined || !isSilentReplyText(text, SILENT_REPLY_TOKEN)) {
+  if (text === undefined || !isSuppressedControlReplyText(text)) {
     return false;
   }
   return !hasAssistantNonTextContent(message);
@@ -745,14 +746,14 @@ export function sanitizeChatHistoryMessages(messages: unknown[], maxChars: numbe
   let changed = false;
   const next: unknown[] = [];
   for (const message of messages) {
-    // Drop assistant commentary-only entries and NO_REPLY-only entries, but
+    const res = sanitizeChatHistoryMessage(message, maxChars);
+    changed ||= res.changed;
+    // Drop assistant commentary-only entries and exact control replies, but
     // keep mixed assistant entries that still carry non-text content.
-    if (shouldDropAssistantHistoryMessage(message)) {
+    if (shouldDropAssistantHistoryMessage(res.message)) {
       changed = true;
       continue;
     }
-    const res = sanitizeChatHistoryMessage(message, maxChars);
-    changed ||= res.changed;
     next.push(res.message);
   }
   return changed ? next : messages;
diff --git a/src/gateway/server.chat.gateway-server-chat.test.ts b/src/gateway/server.chat.gateway-server-chat.test.ts
index ded0068f0aa..4aec79e4d9b 100644
--- a/src/gateway/server.chat.gateway-server-chat.test.ts
+++ b/src/gateway/server.chat.gateway-server-chat.test.ts
@@ -565,6 +565,50 @@ describe("gateway server chat", () => {
     expect(collectHistoryTextValues(historyMessages)).toEqual(["hello", "real reply"]);
   });
 
+  test("chat.history hides assistant announce/reply skip-only entries", async () => {
+    const historyMessages = await loadChatHistoryWithMessages([
+      {
+        role: "assistant",
+        content: [{ type: "text", text: "ANNOUNCE_SKIP" }],
+        timestamp: 1,
+      },
+      {
+        role: "assistant",
+        content: [{ type: "text", text: "REPLY_SKIP" }],
+        timestamp: 2,
+      },
+      {
+        role: "assistant",
+        text: "real text field reply",
+        content: "ANNOUNCE_SKIP",
+        timestamp: 3,
+      },
+      {
+        role: "assistant",
+        content: [{ type: "text", text: "real reply" }],
+        timestamp: 4,
+      },
+    ]);
+    const roleAndText = historyMessages
+      .map((message) => {
+        const role =
+          message &&
+          typeof message === "object" &&
+          typeof (message as { role?: unknown }).role === "string"
+            ? (message as { role: string }).role
+            : "unknown";
+        const text =
+          message &&
+          typeof message === "object" &&
+          typeof (message as { text?: unknown }).text === "string"
+            ? (message as { text: string }).text
+            : (extractFirstTextBlock(message) ?? "");
+        return `${role}:${text}`;
+      })
+      .filter((entry) => entry !== "unknown:");
+
+    expect(roleAndText).toEqual(["assistant:real text field reply", "assistant:real reply"]);
+  });
   test("routes chat.send slash commands without agent runs", async () => {
     await withMainSessionStore(async () => {
       const spy = vi.mocked(agentCommand);