diff --git a/README.md b/README.md
index 5fa401e7..35fba969 100644
--- a/README.md
+++ b/README.md
@@ -141,6 +141,12 @@ eval $(thefuck --alias)
 eval $(thefuck --alias FUCK)
 ```
 
+If you want to enable the experimental smart rule, place this command in your `.bash_profile`, `.bashrc`, `.zshrc` or other startup script:
+
+```bash
+eval $(thefuck --enable-experimental-shell-history)
+```
+
 [Or in your shell config (Bash, Zsh, Fish, Powershell, tcsh).](https://github.com/nvbn/thefuck/wiki/Shell-aliases)
 
 Changes are only available in a new shell session. To make changes immediately
@@ -321,6 +327,7 @@ default:
 
 * `git_push_force` – adds `--force-with-lease` to a `git push` (may conflict with `git_push_pull`);
 * `rm_root` – adds `--no-preserve-root` to `rm -rf /` command.
+* `smart_rule`; returns recommended commands based on user corrected commands.
 
 ## Creating your own rules
 
diff --git a/tests/rules/test_smart_rule.py b/tests/rules/test_smart_rule.py
new file mode 100644
index 00000000..b0fce2df
--- /dev/null
+++ b/tests/rules/test_smart_rule.py
@@ -0,0 +1,34 @@
+import pytest
+from mock import patch, MagicMock
+from thefuck.rules.smart_rule import match, get_new_command
+from thefuck.types import Command
+
+
+def test_match_simple():
+    assert match('')
+
+
+@pytest.mark.parametrize('script, socket_response, new_command', [
+    ('git push', [b'\x03', b'\x25', b'git push --set-upstream origin master', b'\x16',
+                  b'git push origin master', b'\x17', b'git push origin develop'],
+     ['git push --set-upstream origin master', 'git push origin master', 'git push origin develop']),
+    ('ls', [b'\x01', b'\x06', b'ls -la'], ['ls -la'])
+])
+@patch('thefuck.rules.smart_rule.socket')
+def test_get_new_command(socket_mock, script, socket_response, new_command):
+    sock_mock = MagicMock()
+    recv_mock = MagicMock(side_effect=socket_response)
+    socket_mock.socket.return_value = sock_mock
+    sock_mock.recv = recv_mock
+    returned_commands = get_new_command(Command(script, None))
+    assert returned_commands == new_command
+
+
+@patch('thefuck.rules.smart_rule.socket')
+def test_socket_open_close_connect(socket_mock):
+    sock_mock = MagicMock()
+    socket_mock.socket.return_value = sock_mock
+    get_new_command('')
+    socket_mock.socket.assert_called_once()
+    sock_mock.connect.assert_called_once()
+    sock_mock.close.assert_called_once()
diff --git a/tests/test_argument_parser.py b/tests/test_argument_parser.py
index e5f1f44b..1ce5d93d 100644
--- a/tests/test_argument_parser.py
+++ b/tests/test_argument_parser.py
@@ -8,6 +8,7 @@ def _args(**override):
             'help': False, 'version': False, 'debug': False,
             'force_command': None, 'repeat': False,
             'enable_experimental_instant_mode': False,
+            'enable_experimental_shell_history': False,
             'shell_logger': None}
     args.update(override)
     return args
@@ -18,6 +19,8 @@ def _args(**override):
     (['thefuck', '-a'], _args(alias='fuck')),
     (['thefuck', '--alias', '--enable-experimental-instant-mode'],
      _args(alias='fuck', enable_experimental_instant_mode=True)),
+    (['thefuck', '--enable-experimental-shell-history'],
+     _args(enable_experimental_shell_history=True)),
     (['thefuck', '-a', 'fix'], _args(alias='fix')),
     (['thefuck', 'git', 'branch', ARGUMENT_PLACEHOLDER, '-y'],
      _args(command=['git', 'branch'], yes=True)),
diff --git a/thefuck/argument_parser.py b/thefuck/argument_parser.py
index b7b97837..fdc1fc3c 100644
--- a/thefuck/argument_parser.py
+++ b/thefuck/argument_parser.py
@@ -33,6 +33,10 @@ class Parser(object):
             '--enable-experimental-instant-mode',
             action='store_true',
             help='enable experimental instant mode, use on your own risk')
+        self._parser.add_argument(
+            '--enable-experimental-shell-history',
+            action='store_true',
+            help='enable experimental shell history')
         self._parser.add_argument(
             '-h', '--help',
             action='store_true',
diff --git a/thefuck/conf.py b/thefuck/conf.py
index 1f69faf8..1e5ccfa3 100644
--- a/thefuck/conf.py
+++ b/thefuck/conf.py
@@ -19,6 +19,7 @@ class Settings(dict):
         from .logs import exception
 
         self._setup_user_dir()
+        self._setup_data_dir()
         self._init_settings_file()
 
         try:
@@ -64,6 +65,18 @@ class Settings(dict):
             rules_dir.mkdir(parents=True)
         self.user_dir = user_dir
 
+    def _get_user_data_path(self):
+        """Return Path object representing the user local resource"""
+        xdg_config_home = os.environ.get('XDG_DATA_HOME', '~/.local/share')
+        user_dir = Path(xdg_config_home, 'thefuck').expanduser()
+        return user_dir
+
+    def _setup_data_dir(self):
+        data_dir = self._get_user_data_path()
+        if not data_dir.is_dir():
+            data_dir.mkdir(parents=True)
+        self.data_dir = data_dir
+
     def _settings_from_file(self):
         """Loads settings from file."""
         settings = load_source(
diff --git a/thefuck/const.py b/thefuck/const.py
index 2009d499..76136fa1 100644
--- a/thefuck/const.py
+++ b/thefuck/const.py
@@ -28,6 +28,12 @@ ALL_ENABLED = _GenConst('All rules enabled')
 DEFAULT_RULES = [ALL_ENABLED]
 DEFAULT_PRIORITY = 1000
 
+SHELL_LOGGER_SOCKET_ENV_VAR = '__SHELL_LOGGER_SOCKET'
+SHELL_LOGGER_DB_ENV_VAR = '__SHELL_LOGGER_DB_PATH'
+SHELL_LOGGER_DB_FILENAME = 'my.db'
+SHELL_LOGGER_SOCKET_PATH = '/tmp/tf_socket'
+SHELL_LOGGER_BINARY_FILENAME = 'shell_logger'
+
 DEFAULT_SETTINGS = {'rules': DEFAULT_RULES,
                     'exclude_rules': [],
                     'wait_command': 3,
diff --git a/thefuck/entrypoints/alias.py b/thefuck/entrypoints/alias.py
index 4bcda8b7..c13f4f21 100644
--- a/thefuck/entrypoints/alias.py
+++ b/thefuck/entrypoints/alias.py
@@ -1,5 +1,17 @@
+import subprocess
+import urllib.request
+
+import os
+import sys
 import six
-from ..logs import warn
+import psutil
+from psutil import ZombieProcess
+
+from ..conf import settings
+from ..system import get_shell_logger_bname_from_sys
+from ..const import SHELL_LOGGER_SOCKET_ENV_VAR, SHELL_LOGGER_SOCKET_PATH, \
+                    SHELL_LOGGER_BINARY_FILENAME, SHELL_LOGGER_DB_FILENAME, SHELL_LOGGER_DB_ENV_VAR
+from ..logs import warn, debug
 from ..shells import shell
 from ..utils import which
 
@@ -24,3 +36,30 @@ def _get_alias(known_args):
 
 def print_alias(known_args):
     print(_get_alias(known_args))
+
+
+def print_experimental_shell_history(known_args):
+    settings.init(known_args)
+
+    filename_suffix = get_shell_logger_bname_from_sys()
+    client_release = 'https://github.com/nvbn/shell_logger/releases/download/0.1.0a1/shell_logger_{}'\
+                     .format(filename_suffix)
+    binary_path = '{}/{}'.format(settings.data_dir, SHELL_LOGGER_BINARY_FILENAME)
+    db_path = '{}/{}'.format(settings.data_dir, SHELL_LOGGER_DB_FILENAME)
+
+    debug('Downloading the shell_logger release and putting it in the path ... ')
+    urllib.request.urlretrieve(client_release, binary_path)
+
+    subprocess.Popen(['chmod', '+x', binary_path])
+
+    my_env = os.environ.copy()
+    my_env[SHELL_LOGGER_DB_ENV_VAR] = db_path
+    proc = subprocess.Popen([binary_path, '-mode', 'configure'], stdout=subprocess.PIPE,
+                            env=my_env)
+    print(''.join([line.decode() for line in proc.stdout.readlines()]))
+    # TODO seems like daemon returns something, so redirect stdout so eval doesn't hang
+    subprocess.Popen(["{} -mode daemon &".format(binary_path)], shell=True,
+                               env={SHELL_LOGGER_SOCKET_ENV_VAR: SHELL_LOGGER_SOCKET_PATH,
+                                    SHELL_LOGGER_DB_ENV_VAR: db_path}, stdout=2)
+
+
diff --git a/thefuck/entrypoints/main.py b/thefuck/entrypoints/main.py
index 63f9d8c9..0b08a5c7 100644
--- a/thefuck/entrypoints/main.py
+++ b/thefuck/entrypoints/main.py
@@ -8,7 +8,7 @@ import sys  # noqa: E402
 from .. import logs  # noqa: E402
 from ..argument_parser import Parser  # noqa: E402
 from ..utils import get_installation_info  # noqa: E402
-from .alias import print_alias  # noqa: E402
+from .alias import print_alias, print_experimental_shell_history  # noqa: E402
 from .fix_command import fix_command  # noqa: E402
 
 
@@ -32,5 +32,8 @@ def main():
             logs.warn('Shell logger supports only Linux and macOS')
         else:
             shell_logger(known_args.shell_logger)
+    elif known_args.enable_experimental_shell_history:
+        print_experimental_shell_history(known_args)
     else:
         parser.print_usage()
+
diff --git a/thefuck/rules/smart_rule.py b/thefuck/rules/smart_rule.py
new file mode 100644
index 00000000..093727ac
--- /dev/null
+++ b/thefuck/rules/smart_rule.py
@@ -0,0 +1,28 @@
+import sys
+import socket
+
+from thefuck.logs import debug
+from thefuck.const import SHELL_LOGGER_SOCKET_PATH
+
+
+def match(command):
+    return True
+
+
+def get_new_command(command):
+    sock = socket.socket(socket.AF_UNIX, socket.SOCK_STREAM)
+    list_of_commands = []
+    try:
+        sock.connect(SHELL_LOGGER_SOCKET_PATH)
+        sock.send(command.script.encode())
+        number_of_strings = int.from_bytes(sock.recv(1), sys.byteorder)
+        for i in range(number_of_strings):
+            length_of_string = int.from_bytes(sock.recv(1), sys.byteorder)
+            list_of_commands.append(sock.recv(length_of_string).decode())
+    finally:
+        sock.close()
+        return list_of_commands
+
+
+# Make last priority
+priority = 10000
diff --git a/thefuck/system/__init__.py b/thefuck/system/__init__.py
index bb13c30b..3764f8ca 100644
--- a/thefuck/system/__init__.py
+++ b/thefuck/system/__init__.py
@@ -5,3 +5,14 @@ if sys.platform == 'win32':
     from .win32 import *  # noqa: F401,F403
 else:
     from .unix import *  # noqa: F401,F403
+
+
+def get_shell_logger_bname_from_sys():
+    """Return the binary name associated with the current system"""
+    platform = sys.platform
+    if "darwin" in platform:
+        return "darwin64"
+    elif "linux" in platform:
+        return "linux64"
+    else:
+        return "windows64.exe"