diff --git a/.github/workflows/generate-readme.yml b/.github/workflows/generate-readme.yml
new file mode 100644
index 0000000..487bc1d
--- /dev/null
+++ b/.github/workflows/generate-readme.yml
@@ -0,0 +1,32 @@
+name: Update README
+
+on:
+  push:
+    branches:
+      - main
+    paths:
+      - '_README.md'
+
+  pull_request:
+    branches: ['**']
+
+jobs:
+  update-readme:
+    if: ${{ github.actor != 'github-actions[bot]' }}
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v3
+
+      - name: Generate README.md
+        run: |
+          python3 generate_readme.py _README.md > README.md
+
+
+      - name: Commit changes
+        uses: stefanzweifel/git-auto-commit-action@v4
+        with:
+          commit_message: 'Auto-update README.md [skip ci]'
+          file_pattern: README.md
+
diff --git a/Contributing.md b/CONTRIBUTING.md
similarity index 79%
rename from Contributing.md
rename to CONTRIBUTING.md
index b0d15c4..4cbf502 100644
--- a/Contributing.md
+++ b/CONTRIBUTING.md
@@ -4,11 +4,11 @@ Please note that this project is released with a [Contributor Code of Conduct](c
 
 Ensure your pull request adheres to the following guidelines:
 
-- Edit and modify the `README.md` file.
+- Edit and modify the `_README.md` file. `README.md` is automatically generated from this file.
 - Ensure that the project you submit does not duplicate existing entries.
 - Ensuring that the items you submit have at least working documentation for the description.
 - Ensure that you add new item in alphabetical order
-- Ensure that the new item have correct category. suggest new one if you find suitable
+- Ensure that the new item have correct category. Suggest new one if you find suitable
 - Submit a separate PR for each item.
 - Format the PR title as `Add item: item name`/`Fix item: item name`.
 
diff --git a/README.md b/_README.md
similarity index 99%
rename from README.md
rename to _README.md
index 079c353..819aa97 100644
--- a/README.md
+++ b/_README.md
@@ -96,4 +96,4 @@ Your help is much appreciated. If you want to add something or fix a problem, lo
 
 ## Contributing
 
-Please see [contributing.md](contributing.md) for details on how to contribute to this awesome list.
+Please see [CONTRIBUTING.md](CONTRIBUTING.md) for details on how to contribute to this awesome list.
diff --git a/generate_readme.py b/generate_readme.py
new file mode 100755
index 0000000..12c6b88
--- /dev/null
+++ b/generate_readme.py
@@ -0,0 +1,82 @@
+#!/usr/bin/env python3
+
+import re
+import sys
+
+
+def extract_repo(url):
+    """Extract the GitHub repository name from the URL."""
+    match = re.match(r'https://github\.com/([^/]+/[^/]+)', url)
+    return match[1] if match else ''
+
+def add_badges(lines):
+    """Add GitHub badges to lines containing GitHub repository URLs."""
+    processed_lines = []
+    for line in lines:
+        if 'https://github.com/' in line:
+            if url_match := re.search(r'https://github\.com/\S+', line):
+                repo_url = url_match[0]
+                repo_name = extract_repo(repo_url)
+                processed_lines.append(line)
+                if repo_name:
+                    processed_lines.append('')  # Add a blank line
+                    # Add shields.io badges
+                    badges = [
+                        f'  ![Last Commit](https://img.shields.io/github/last-commit/{repo_name})',
+                        f'![License](https://img.shields.io/github/license/{repo_name})',
+                        f'![Issues](https://img.shields.io/github/issues/{repo_name})',
+                        f'![Stars](https://img.shields.io/github/stars/{repo_name})',
+                        f'![Forks](https://img.shields.io/github/forks/{repo_name})',
+                        ''
+                    ]
+                    processed_lines.extend(badges)
+            else:
+                processed_lines.append(line)
+        else:
+            processed_lines.append(line)
+    return processed_lines
+
+def style_badges(lines):
+    """Add the 'flat-square' style to all image badges in the lines."""
+    def replace_style(match):
+        alt_text = match.group(1)
+        url = match.group(2)
+        url += '&style=flat-square' if '?' in url else '?style=flat-square'
+        return f'![{alt_text}]({url})'
+
+    styled_lines = []
+    pattern = re.compile(r'!\[([^\]]+)\]\(([^)]+)\)')
+    for line in lines:
+        styled_line = pattern.sub(replace_style, line)
+        styled_lines.append(styled_line)
+    return styled_lines
+
+def remove_extra_parentheses(lines):
+    """Remove extra closing parentheses at the end of image markdown links."""
+    corrected_lines = []
+    for line in lines:
+        # Match image links with potential extra closing parentheses
+        corrected_line = re.sub(r'(!\[[^\]]*\]\([^\)]*\))\)+', r'\1', line)
+        corrected_lines.append(corrected_line)
+    return corrected_lines
+
+def main():
+    if len(sys.argv) != 2:
+        print("Usage: python script.py <input_markdown_file>")
+        sys.exit(1)
+
+    input_file = sys.argv[1]
+
+    with open(input_file, 'r', encoding='utf-8') as f:
+        lines = [line.rstrip('\n') for line in f]
+
+    lines_with_badges = add_badges(lines)
+
+    lines_with_square_badges = style_badges(lines_with_badges)
+
+    final_lines = remove_extra_parentheses(lines_with_square_badges)
+
+    for line in final_lines:
+        print(line)
+
+main()