diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5c359b507f8..89e4db7d102 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -42,6 +42,7 @@ Docs: https://docs.openclaw.ai
 
 - Security/outbound: strip re-formed HTML tags during plain-text sanitization so nested tag fragments cannot leave a CodeQL-detected `<script>` sequence behind. Thanks @vincentkoc.
 - Security/secrets: compare credential bytes with padded timing-safe buffers instead of hashing candidate passwords before equality checks. Thanks @vincentkoc.
+- Security/QQBot: sanitize debug log arguments before writing to `console.*`, so gateway payload fields cannot forge extra log lines when debug logging is enabled. Thanks @vincentkoc.
 - CLI/agents/status: keep `openclaw agents`, text `agents list`, and plain text `status` on read-only metadata paths so human output no longer preloads plugin runtimes or live channel scans before printing. Fixes #74195. Thanks @NianJiuZst.
 - Agents/local models: derive context-window guard thresholds from the effective model window with 4k/8k safety floors, so small local models are no longer rejected by fixed 16k/32k preflight cutoffs. Fixes #42999. Thanks @chengjialu8888.
 - Media: treat legacy Word/OLE attachments with `application/msword` or `application/x-cfb` MIME as binary so printable-looking `.doc` files are not embedded into prompts as text. Fixes #54176; carries forward #54380. Thanks @andyliu.
diff --git a/extensions/qqbot/src/engine/utils/log.test.ts b/extensions/qqbot/src/engine/utils/log.test.ts
new file mode 100644
index 00000000000..74f82211344
--- /dev/null
+++ b/extensions/qqbot/src/engine/utils/log.test.ts
@@ -0,0 +1,28 @@
+import { afterEach, describe, expect, it, vi } from "vitest";
+import { debugLog, sanitizeDebugLogValue } from "./log.js";
+
+const originalDebug = process.env.QQBOT_DEBUG;
+
+afterEach(() => {
+  if (originalDebug === undefined) {
+    delete process.env.QQBOT_DEBUG;
+  } else {
+    process.env.QQBOT_DEBUG = originalDebug;
+  }
+  vi.restoreAllMocks();
+});
+
+describe("QQBot debug logging", () => {
+  it("neutralizes control characters in log values", () => {
+    expect(sanitizeDebugLogValue("before\nforged\r\tentry")).toBe("before forged entry");
+  });
+
+  it("sanitizes arguments before debug console output", () => {
+    process.env.QQBOT_DEBUG = "1";
+    const logSpy = vi.spyOn(console, "log").mockImplementation(() => {});
+
+    debugLog("prefix", "line one\nline two");
+
+    expect(logSpy).toHaveBeenCalledWith("prefix", "line one line two");
+  });
+});
diff --git a/extensions/qqbot/src/engine/utils/log.ts b/extensions/qqbot/src/engine/utils/log.ts
index dd054bdd92e..3f0d7a5b417 100644
--- a/extensions/qqbot/src/engine/utils/log.ts
+++ b/extensions/qqbot/src/engine/utils/log.ts
@@ -9,24 +9,53 @@
  */
 
 const isDebug = () => !!process.env.QQBOT_DEBUG;
+const MAX_LOG_VALUE_CHARS = 4096;
+
+export function sanitizeDebugLogValue(value: unknown): string {
+  let text: string;
+  if (typeof value === "string") {
+    text = value;
+  } else if (value instanceof Error) {
+    text = value.stack || value.message;
+  } else {
+    try {
+      text = JSON.stringify(value) ?? String(value);
+    } catch {
+      text = String(value);
+    }
+  }
+
+  const sanitized = text
+    .replace(/\p{Cc}/gu, " ")
+    .replace(/\s+/g, " ")
+    .trim();
+  if (sanitized.length <= MAX_LOG_VALUE_CHARS) {
+    return sanitized;
+  }
+  return `${sanitized.slice(0, MAX_LOG_VALUE_CHARS)}...`;
+}
+
+function sanitizeDebugLogArgs(args: unknown[]): string[] {
+  return args.map(sanitizeDebugLogValue);
+}
 
 /** Debug-level log; only outputs when QQBOT_DEBUG is enabled. */
 export function debugLog(...args: unknown[]): void {
   if (isDebug()) {
-    console.log(...args);
+    console.log(...sanitizeDebugLogArgs(args));
   }
 }
 
 /** Debug-level warning; only outputs when QQBOT_DEBUG is enabled. */
 export function debugWarn(...args: unknown[]): void {
   if (isDebug()) {
-    console.warn(...args);
+    console.warn(...sanitizeDebugLogArgs(args));
   }
 }
 
 /** Debug-level error; only outputs when QQBOT_DEBUG is enabled. */
 export function debugError(...args: unknown[]): void {
   if (isDebug()) {
-    console.error(...args);
+    console.error(...sanitizeDebugLogArgs(args));
   }
 }