diff --git a/extensions/telegram/src/bot-handlers.runtime.ts b/extensions/telegram/src/bot-handlers.runtime.ts
index 5d7bdd9d41b..015642f986c 100644
--- a/extensions/telegram/src/bot-handlers.runtime.ts
+++ b/extensions/telegram/src/bot-handlers.runtime.ts
@@ -674,6 +674,12 @@ export const registerTelegramHandlers = ({
     }
   }
 
+  const TELEGRAM_PERMANENT_CALLBACK_EDIT_ERROR_RE =
+    /400:\s*Bad Request:\s*message to edit not found|400:\s*Bad Request:\s*there is no text in the message to edit|MESSAGE_ID_INVALID|message can't be edited/i;
+
+  const isPermanentTelegramCallbackEditError = (err: unknown): boolean =>
+    TELEGRAM_PERMANENT_CALLBACK_EDIT_ERROR_RE.test(String(err));
+
   const resolveTelegramEventAuthorizationContext = async (params: {
     chatId: number;
     isGroup: boolean;
@@ -1672,10 +1678,15 @@ export const registerTelegramHandlers = ({
         messageIdOverride: callback.id,
       });
     } catch (err) {
-      runtime.error?.(danger(`callback handler failed: ${String(err)}`));
       if (err instanceof TelegramRetryableCallbackError) {
+        if (isPermanentTelegramCallbackEditError(err.cause)) {
+          logVerbose(`telegram: swallowing permanent callback edit error: ${String(err.cause)}`);
+          return;
+        }
+        runtime.error?.(danger(`callback handler failed: ${String(err)}`));
         throw err.cause;
       }
+      runtime.error?.(danger(`callback handler failed: ${String(err)}`));
     }
   });
 
diff --git a/extensions/telegram/src/bot.create-telegram-bot.test.ts b/extensions/telegram/src/bot.create-telegram-bot.test.ts
index eef3764e1f5..6d3674aa5d7 100644
--- a/extensions/telegram/src/bot.create-telegram-bot.test.ts
+++ b/extensions/telegram/src/bot.create-telegram-bot.test.ts
@@ -3328,6 +3328,62 @@ describe("createTelegramBot", () => {
     expect(editMessageTextSpy.mock.calls.at(-1)?.[2]).toContain("Commands (2/");
   });
 
+  it("treats permanent command pagination edit failures as completed updates", async () => {
+    sequentializeSpy.mockImplementationOnce(
+      () => async (_ctx: unknown, next: () => Promise<void>) => {
+        await next();
+      },
+    );
+
+    const onUpdateId = vi.fn();
+    createTelegramBot({
+      token: "tok",
+      updateOffset: {
+        lastUpdateId: 776,
+        onUpdateId,
+      },
+    });
+
+    const callbackHandler = getOnHandler("callback_query");
+    const ctx = {
+      update: { update_id: 777 },
+      callbackQuery: {
+        id: "cbq-commands-permanent-edit-1",
+        data: "commands_page_2:main",
+        from: { id: 9, first_name: "Ada", username: "ada_bot" },
+        message: {
+          chat: { id: 1234, type: "private" },
+          date: 1736380800,
+          message_id: 20,
+        },
+      },
+      me: { username: "openclaw_bot" },
+      getFile: async () => ({ download: async () => new Uint8Array() }),
+    };
+
+    editMessageTextSpy.mockRejectedValueOnce(
+      new Error("400: Bad Request: message can't be edited"),
+    );
+
+    await expect(
+      runTelegramMiddlewareChain({
+        ctx,
+        finalHandler: callbackHandler,
+      }),
+    ).resolves.toBeUndefined();
+
+    await vi.waitFor(() => {
+      expect(onUpdateId).toHaveBeenCalledWith(777);
+    });
+
+    await runTelegramMiddlewareChain({
+      ctx,
+      finalHandler: callbackHandler,
+    });
+
+    expect(editMessageTextSpy).toHaveBeenCalledTimes(1);
+  });
+
   it("retries command pagination callbacks after a bubbled preflight failure", async () => {
     const listSkillCommandsMock = listSkillCommandsForAgents as unknown as ReturnType<typeof vi.fn>;
     listSkillCommandsMock.mockClear();