diff --git a/sync_status_readme.py b/sync_status_readme.py
new file mode 100644
index 0000000..5248ef6
--- /dev/null
+++ b/sync_status_readme.py
@@ -0,0 +1,423 @@
+import os
+import subprocess
+import re
+import requests
+from datetime import datetime, timedelta
+import pytz
+import logging
+
+# Constants
+START_DATE = datetime.fromisoformat(os.environ.get(
+    'START_DATE', '2024-06-24T00:00:00+00:00')).replace(tzinfo=pytz.UTC)
+END_DATE = datetime.fromisoformat(os.environ.get(
+    'END_DATE', '2024-07-14T23:59:59+00:00')).replace(tzinfo=pytz.UTC)
+DEFAULT_TIMEZONE = 'Asia/Shanghai'
+FILE_SUFFIX = os.environ.get('FILE_SUFFIX', '_EICL1st.md')
+README_FILE = 'README.md'
+FIELD_NAME = os.environ.get('FIELD_NAME', 'EICL1st· Name')
+Content_START_MARKER = "<!-- Content_START -->"
+Content_END_MARKER = "<!-- Content_END -->"
+TABLE_START_MARKER = "<!-- START_COMMIT_TABLE -->"
+TABLE_END_MARKER = "<!-- END_COMMIT_TABLE -->"
+GITHUB_REPOSITORY_OWNER = os.environ.get('GITHUB_REPOSITORY_OWNER')
+GITHUB_REPOSITORY = os.environ.get('GITHUB_REPOSITORY')
+
+# Configure logging
+logging.basicConfig(level=logging.INFO,
+                    format='%(asctime)s - %(levelname)s - %(message)s')
+
+
+def print_env():
+    print(f"""
+            START_DATE: {START_DATE}
+            END_DATE: {END_DATE}
+            DEFAULT_TIMEZONE: {DEFAULT_TIMEZONE}
+            FILE_SUFFIX: {FILE_SUFFIX}
+            README_FILE: {README_FILE}
+            FIELD_NAME: {FIELD_NAME}
+            Content_START_MARKER: {Content_START_MARKER}
+            Content_END_MARKER: {Content_END_MARKER}
+            TABLE_START_MARKER: {TABLE_START_MARKER}
+            TABLE_END_MARKER: {TABLE_END_MARKER}
+            """)
+
+
+def print_variables(*args, **kwargs):
+    def format_value(value):
+        if isinstance(value, str) and ('\n' in value or '\r' in value):
+            return f'"""\n{value}\n"""'
+        return repr(value)
+
+    variables = {}
+
+    # 处理位置参数
+    for arg in args:
+        if isinstance(arg, dict):
+            variables.update(arg)
+        else:
+            variables[arg] = eval(arg)
+
+    # 处理关键字参数
+    variables.update(kwargs)
+
+    # 打印变量
+    for name, value in variables.items():
+        print(f"{name}: {format_value(value)}")
+
+
+def get_date_range():
+    return [START_DATE + timedelta(days=x) for x in range((END_DATE - START_DATE).days + 1)]
+
+
+def get_user_timezone(file_content):
+    yaml_match = re.search(r'---\s*\ntimezone:\s*(\S+)\s*\n---', file_content)
+    if yaml_match:
+        try:
+            return pytz.timezone(yaml_match.group(1))
+        except pytz.exceptions.UnknownTimeZoneError:
+            logging.warning(
+                f"Unknown timezone: {yaml_match.group(1)}. Using default {DEFAULT_TIMEZONE}.")
+    return pytz.timezone(DEFAULT_TIMEZONE)
+
+
+def extract_content_between_markers(file_content):
+    start_index = file_content.find(Content_START_MARKER)
+    end_index = file_content.find(Content_END_MARKER)
+    if start_index == -1 or end_index == -1:
+        logging.warning("Content_START_MARKER markers not found in the file")
+        return ""
+    return file_content[start_index + len(Content_START_MARKER):end_index].strip()
+
+
+def find_date_in_content(content, local_date):
+    date_patterns = [
+        r'###\s*' + local_date.strftime("%Y.%m.%d"),
+        r'###\s*' + local_date.strftime("%Y.%m.%d").replace('.0', '.'),
+        r'###\s*' +
+        local_date.strftime("%m.%d").lstrip('0').replace('.0', '.'),
+        r'###\s*' + local_date.strftime("%Y/%m/%d"),
+        r'###\s*' +
+        local_date.strftime("%m/%d").lstrip('0').replace('/0', '/'),
+        r'###\s*' + local_date.strftime("%m.%d").zfill(5)
+    ]
+    combined_pattern = '|'.join(date_patterns)
+    return re.search(combined_pattern, content)
+
+
+def get_content_for_date(content, start_pos):
+    next_date_pattern = r'###\s*(\d{4}\.)?(\d{1,2}[\.\/]\d{1,2})'
+    next_date_match = re.search(next_date_pattern, content[start_pos:])
+    if next_date_match:
+        return content[start_pos:start_pos + next_date_match.start()]
+    return content[start_pos:]
+
+
+def check_md_content(file_content, date, user_tz):
+    try:
+        content = extract_content_between_markers(file_content)
+        local_date = date.astimezone(user_tz).replace(
+            hour=0, minute=0, second=0, microsecond=0)
+        current_date_match = find_date_in_content(content, local_date)
+
+        if not current_date_match:
+            logging.info(
+                f"No match found for date {local_date.strftime('%Y-%m-%d')}")
+            return False
+
+        date_content = get_content_for_date(content, current_date_match.end())
+        date_content = re.sub(r'\s', '', date_content)
+        logging.info(
+            f"Content length for {local_date.strftime('%Y-%m-%d')}: {len(date_content)}")
+        return len(date_content) > 10
+    except Exception as e:
+        logging.error(f"Error in check_md_content: {str(e)}")
+        return False
+
+
+def get_user_study_status(nickname):
+    user_status = {}
+    file_name = f"{nickname}{FILE_SUFFIX}"
+    try:
+        with open(file_name, 'r', encoding='utf-8') as file:
+            file_content = file.read()
+        user_tz = get_user_timezone(file_content)
+        logging.info(
+            f"File content length for {nickname}: {len(file_content)} user_tz: {user_tz}")
+        current_date = datetime.now(user_tz).replace(
+            hour=0, minute=0, second=0, microsecond=0)  # - timedelta(days=1)
+
+        for date in get_date_range():
+            local_date = date.astimezone(user_tz).replace(
+                hour=0, minute=0, second=0, microsecond=0)
+
+            if date.day == current_date.day:
+                user_status[date] = "✅" if check_md_content(
+                    file_content, date, pytz.UTC) else " "
+            elif date > current_date:
+                user_status[date] = " "
+            else:
+                user_status[date] = "✅" if check_md_content(
+                    file_content, date, pytz.UTC) else "⭕️"
+
+        logging.info(f"Successfully processed file for user: {nickname}")
+    except FileNotFoundError:
+        logging.error(f"Error: Could not find file {file_name}")
+        user_status = {date: "⭕️" for date in get_date_range()}
+    except Exception as e:
+        logging.error(
+            f"Unexpected error processing file for {nickname}: {str(e)}")
+        user_status = {date: "⭕️" for date in get_date_range()}
+    return user_status
+
+
+def check_weekly_status(user_status, date, user_tz):
+    try:
+        local_date = date.astimezone(user_tz).replace(
+            hour=0, minute=0, second=0, microsecond=0)
+        week_start = (local_date - timedelta(days=local_date.weekday()))
+        week_dates = [week_start + timedelta(days=x) for x in range(7)]
+        current_date = datetime.now(user_tz).replace(
+            hour=0, minute=0, second=0, microsecond=0)
+        week_dates = [d for d in week_dates if d.astimezone(pytz.UTC).date() in [
+            date.date() for date in get_date_range()] and d <= min(local_date, current_date)]
+
+        missing_days = sum(1 for d in week_dates if user_status.get(datetime.combine(
+            d.astimezone(pytz.UTC).date(), datetime.min.time()).replace(tzinfo=pytz.UTC), "⭕️") == "⭕️")
+
+        if local_date == current_date and missing_days > 2:
+            return "❌"
+        elif local_date < current_date and missing_days > 2:
+            return "❌"
+        elif local_date > current_date:
+            return " "
+        else:
+            return user_status.get(datetime.combine(date.date(), datetime.min.time()).replace(tzinfo=pytz.UTC), "⭕️")
+    except Exception as e:
+        logging.error(f"Error in check_weekly_status: {str(e)}")
+        return "⭕️"
+
+
+def get_all_user_files():
+    return [f.split('_')[0] for f in os.listdir('.')
+            if f.endswith(FILE_SUFFIX) and not f.startswith('Template')]
+
+
+def update_readme(content):
+    try:
+        start_index = content.find(TABLE_START_MARKER)
+        end_index = content.find(TABLE_END_MARKER)
+        if start_index == -1 or end_index == -1:
+            logging.error(
+                "Error: Couldn't find the table markers in README.md")
+            return content
+
+        new_table = [
+            f'{TABLE_START_MARKER}\n',
+            f'| {FIELD_NAME} | ' +
+            ' | '.join(date.strftime("%m.%d").lstrip('0')
+                       for date in get_date_range()) + ' |\n',
+            '| ------------- | ' +
+            ' | '.join(['----' for _ in get_date_range()]) + ' |\n'
+        ]
+
+        existing_users = set()
+        table_rows = content[start_index +
+                             len(TABLE_START_MARKER):end_index].strip().split('\n')[2:]
+
+        for row in table_rows:
+            match = re.match(r'\|\s*([^|]+)\s*\|', row)
+        if match:
+            display_name = match.group(1).strip()
+            if display_name:  # 检查 display_name 是否为非空
+                existing_users.add(display_name)
+                new_table.append(generate_user_row(display_name))
+            else:
+                logging.warning(f"Skipping empty display name in row: {row}")
+        else:
+            logging.warning(f"Skipping invalid row: {row}")
+
+        new_users = set(get_all_user_files()) - existing_users
+        for user in new_users:
+            if user.strip():  # 确保用户名不是空的或只包含空格
+                new_table.append(generate_user_row(user))
+                logging.info(f"Added new user: {user}")
+            else:
+                logging.warning(f"Skipping empty user: '{user}'")
+        new_table.append(f'{TABLE_END_MARKER}\n')
+        return content[:start_index] + ''.join(new_table) + content[end_index + len(TABLE_END_MARKER):]
+    except Exception as e:
+        logging.error(f"Error in update_readme: {str(e)}")
+        return content
+
+
+def generate_user_row(user):
+    user_status = get_user_study_status(user)
+    with open(f"{user}{FILE_SUFFIX}", 'r', encoding='utf-8') as file:
+        file_content = file.read()
+    user_tz = get_user_timezone(file_content)
+    new_row = f"| {user} |"
+    is_eliminated = False
+    absent_count = 0
+    current_week = None
+
+    user_current_day = datetime.now(user_tz).replace(
+        hour=0, minute=0, second=0, microsecond=0)
+    for date in get_date_range():
+        # 获取用户时区和当地时间进行比较，如果用户打卡时间大于当地时间，则不显示- timedelta(days=1)
+        user_datetime = date.astimezone(pytz.UTC).replace(
+            hour=0, minute=0, second=0, microsecond=0)
+        if is_eliminated or (user_datetime > user_current_day and user_datetime.day > user_current_day.day):
+            new_row += " |"
+        else:
+            user_date = user_datetime
+            # 检查是否是新的一周
+            week = user_date.isocalendar()[1]  # 获取ISO日历周数
+            if week != current_week:
+                current_week = week
+                absent_count = 0  # 重置缺勤计数
+
+            status = user_status.get(user_date, "")
+
+            if status == "⭕️":
+                absent_count += 1
+                if absent_count > 2:
+                    is_eliminated = True
+                    new_row += " ❌ |"
+                else:
+                    new_row += " ⭕️ |"
+            else:
+                new_row += f" {status} |"
+
+    return new_row + '\n'
+
+
+def get_repo_info():
+    if 'GITHUB_REPOSITORY' in os.environ:
+        # 在GitHub Actions环境中
+        full_repo = os.environ['GITHUB_REPOSITORY']
+        owner, repo = full_repo.split('/')
+    else:
+        # 在本地环境中
+        try:
+            remote_url = subprocess.check_output(
+                ['git', 'config', '--get', 'remote.origin.url']).decode('utf-8').strip()
+            if remote_url.startswith('https://github.com/'):
+                owner, repo = remote_url.split('/')[-2:]
+            elif remote_url.startswith('git@github.com:'):
+                owner, repo = remote_url.split(':')[-1].split('/')
+            else:
+                raise ValueError("Unsupported remote URL format")
+            repo = re.sub(r'\.git$', '', repo)
+        except subprocess.CalledProcessError:
+            logging.error(
+                "Failed to get repository information from git config")
+            return None, None
+    return owner, repo
+
+
+def get_fork_count():
+    owner, repo = get_repo_info()
+    if not owner or not repo:
+        logging.error("Failed to get repository information")
+        return None
+
+    api_url = f"https://api.github.com/repos/{owner}/{repo}"
+
+    try:
+        response = requests.get(api_url)
+        response.raise_for_status()
+        repo_data = response.json()
+        return repo_data['forks_count']
+    except requests.RequestException as e:
+        logging.error(f"Error fetching fork count: {e}")
+        return None
+
+
+def calculate_statistics(content):
+    start_index = content.find(TABLE_START_MARKER)
+    end_index = content.find(TABLE_END_MARKER)
+    if start_index == -1 or end_index == -1:
+        logging.error("Error: Couldn't find the table markers in README.md")
+        return None
+
+    table_content = content[start_index +
+                            len(TABLE_START_MARKER):end_index].strip()
+    rows = table_content.split('\n')[2:]  # Skip header and separator rows
+
+    total_participants = len(rows)
+    eliminated_participants = sum(1 for row in rows if '❌' in row)
+    completed_participants = total_participants - eliminated_participants
+    elimination_rate = (eliminated_participants /
+                        total_participants) * 100 if total_participants > 0 else 0
+    fork_count = get_fork_count()
+
+    return {
+        'total_participants': total_participants,
+        'completed_participants': completed_participants,
+        'eliminated_participants': eliminated_participants,
+        'elimination_rate': elimination_rate,
+        'fork_count': fork_count
+    }
+
+
+def main():
+    try:
+        print_variables(
+            'START_DATE', 'END_DATE', 'DEFAULT_TIMEZONE',
+            GITHUB_REPOSITORY_OWNER=GITHUB_REPOSITORY,
+            GITHUB_REPOSITORY=GITHUB_REPOSITORY,
+            FILE_SUFFIX=FILE_SUFFIX,
+            README_FILE=README_FILE,
+            FIELD_NAME=FIELD_NAME,
+            Content_START_MARKER=Content_START_MARKER,
+            Content_END_MARKER=Content_END_MARKER,
+            TABLE_START_MARKER=TABLE_START_MARKER,
+            TABLE_END_MARKER=TABLE_END_MARKER
+        )
+        with open(README_FILE, 'r', encoding='utf-8') as file:
+            content = file.read()
+        new_content = update_readme(content)
+        current_date = datetime.now(pytz.UTC)
+        if current_date > END_DATE:
+            stats = calculate_statistics(new_content)
+            if stats:
+                stats_content = f"\n\n## 统计数据\n\n"
+                stats_content += f"- 总参与人数: {stats['total_participants']}\n"
+                stats_content += f"- 完成人数: {stats['completed_participants']}\n"
+                stats_content += f"- 淘汰人数: {stats['eliminated_participants']}\n"
+                stats_content += f"- 淘汰率: {stats['elimination_rate']:.2f}%\n"
+                stats_content += f"- Fork人数: {stats['fork_count']}\n"
+            # 将统计数据添加到文件末尾
+            # 在<!-- END_COMMIT_TABLE -->标记后插入统计数据
+                # 检查是否已存在统计数据
+                stats_start = new_content.find("\n## 统计数据\n")
+                if stats_start != -1:
+                    # 如果存在，替换现有的统计数据
+                    stats_end = new_content.find("\n##", stats_start + 1)
+                    if stats_end == -1:
+                        stats_end = len(new_content)
+                    new_content = new_content[:stats_start] + \
+                        stats_content + new_content[stats_end:]
+                else:
+                    # 如果不存在，在<!-- END_COMMIT_TABLE -->标记后插入统计数据
+                    end_table_marker = "<!-- END_COMMIT_TABLE -->"
+                    end_table_index = new_content.find(end_table_marker)
+                    if end_table_index != -1:
+                        insert_position = end_table_index + \
+                            len(end_table_marker)
+                        new_content = new_content[:insert_position] + \
+                            "\n" + stats_content + \
+                            new_content[insert_position:]
+                    else:
+                        logging.warning(
+                            "<!-- END_COMMIT_TABLE --> marker not found. Appending stats to the end.")
+                        new_content += "\n" + stats_content
+        with open(README_FILE, 'w', encoding='utf-8') as file:
+            file.write(new_content)
+        logging.info("README.md has been successfully updated.")
+    except Exception as e:
+        logging.error(f"An error occurred in main function: {str(e)}")
+
+
+if __name__ == "__main__":
+    main()