diff --git a/scripts/ci/auto_fix_formatting.py b/scripts/ci/auto_fix_formatting.py
index 0ec56ad7c..76b77fdab 100755
--- a/scripts/ci/auto_fix_formatting.py
+++ b/scripts/ci/auto_fix_formatting.py
@@ -9,6 +9,7 @@ import json
 import os
 import subprocess
 import sys
+import time
 import urllib.request
 
 
@@ -241,8 +242,47 @@ def main():
 
     # 推送（head_branch已从ensure_git_repo获取）
     print(f"\nPR来源分支: {head_branch}")
+    print("推送格式修复到远端...")
 
-    run(f'git push origin "HEAD:{head_branch}"')
+    # 推送前先 rebase 拉取远端最新，避免快进冲突
+    # 最多重试 3 次：rebase → push，失败则重新拉取再试
+    max_retries = 3
+    push_success = False
+    last_error = ""
+
+    for attempt in range(1, max_retries + 1):
+        print(f"  尝试 {attempt}/{max_retries}: 拉取最新代码并推送...")
+
+        # 先拉取远端最新 commit 并 rebase
+        fetch_result = run(f"git fetch origin {head_branch}", check=False)
+        if fetch_result.returncode != 0:
+            last_error = f"git fetch 失败: {fetch_result.stderr.strip()}"
+            print(f"    {last_error}")
+            time.sleep(2)
+            continue
+
+        rebase_result = run(f"git rebase origin/{head_branch}", check=False)
+        if rebase_result.returncode != 0:
+            last_error = f"git rebase 失败，中止并重置: {rebase_result.stderr.strip()[:200]}"
+            print(f"    {last_error}")
+            run("git rebase --abort", check=False)
+            # rebase 失败通常是冲突，重试没用，直接跳出
+            break
+
+        # 推送
+        push_result = run(f'git push origin "HEAD:{head_branch}"', check=False)
+        if push_result.returncode == 0:
+            push_success = True
+            break
+
+        last_error = push_result.stderr.strip() or push_result.stdout.strip()
+        print(f"    push 失败: {last_error[:200]}")
+        time.sleep(3)
+
+    if not push_success:
+        print(f"\n❌ 推送失败（已重试 {max_retries} 次）", file=sys.stderr)
+        print(f"最后错误: {last_error}", file=sys.stderr)
+        sys.exit(1)
 
     print()
     print("✅ 格式已自动修复并推送回分支")