diff --git a/thefuck/const.py b/thefuck/const.py
index 0cc0e7ef..41534982 100644
--- a/thefuck/const.py
+++ b/thefuck/const.py
@@ -71,3 +71,5 @@ CONFIGURATION_TIMEOUT = 60
 USER_COMMAND_MARK = u'\u200B' * 10
 
 LOG_SIZE = 1000
+
+DIFF_WITH_ALIAS = 0.5
diff --git a/thefuck/main.py b/thefuck/main.py
index 38721753..bdacad72 100644
--- a/thefuck/main.py
+++ b/thefuck/main.py
@@ -4,26 +4,43 @@ from .system import init_output
 init_output()
 
 from pprint import pformat  # noqa: E402
+import os  # noqa: E402
 import sys  # noqa: E402
+from difflib import SequenceMatcher  # noqa: E402
 import six  # noqa: E402
-from . import logs, types  # noqa: E402
+from . import logs, types, const  # noqa: E402
 from .shells import shell  # noqa: E402
 from .conf import settings  # noqa: E402
 from .corrector import get_corrected_commands  # noqa: E402
 from .exceptions import EmptyCommand  # noqa: E402
 from .ui import select_command  # noqa: E402
 from .argument_parser import Parser  # noqa: E402
-from .utils import get_installation_info  # noqa: E402
+from .utils import (get_installation_info, get_alias,
+                    get_all_executables)  # noqa: E402
 from .logs import warn  # noqa: E402
 
 
+def _get_raw_command(known_args):
+    if known_args.force_command:
+        return known_args.force_command
+    elif 'TF_HISTORY' not in os.environ:
+        return known_args.command
+    else:
+        history = os.environ['TF_HISTORY'].split('\n')[::-1]
+        alias = get_alias()
+        executables = get_all_executables()
+        for command in history:
+            diff = SequenceMatcher(a=alias, b=command).ratio()
+            if diff < const.DIFF_WITH_ALIAS or command in executables:
+                return [command]
+
+
 def fix_command(known_args):
     """Fixes previous command. Used when `thefuck` called without arguments."""
     settings.init(known_args)
     with logs.debug_time('Total'):
         logs.debug(u'Run with settings: {}'.format(pformat(settings)))
-        raw_command = ([known_args.force_command] if known_args.force_command
-                       else known_args.command)
+        raw_command = _get_raw_command(known_args)
 
         try:
             command = types.Command.from_raw_script(raw_command)
@@ -49,7 +66,7 @@ def main():
     elif known_args.version:
         logs.version(get_installation_info().version,
                      sys.version.split()[0])
-    elif known_args.command:
+    elif known_args.command or 'TF_HISTORY' in os.environ:
         fix_command(known_args)
     elif known_args.alias:
         if six.PY2:
diff --git a/thefuck/shells/bash.py b/thefuck/shells/bash.py
index 52eb06ef..e0e6ea79 100644
--- a/thefuck/shells/bash.py
+++ b/thefuck/shells/bash.py
@@ -11,14 +11,15 @@ class Bash(Generic):
         # It is VERY important to have the variables declared WITHIN the function
         return '''
             function {name} () {{
-                TF_PREVIOUS=$(fc -ln -1);
                 TF_PYTHONIOENCODING=$PYTHONIOENCODING;
                 export TF_ALIAS={name};
                 export TF_SHELL_ALIASES=$(alias);
+                export TF_HISTORY=$(fc -ln -10);
                 export PYTHONIOENCODING=utf-8;
                 TF_CMD=$(
-                    thefuck $TF_PREVIOUS {argument_placeholder} $@
+                    thefuck {argument_placeholder} $@
                 ) && eval $TF_CMD;
+                unset TF_HISTORY;
                 export PYTHONIOENCODING=$TF_PYTHONIOENCODING;
                 {alter_history}
             }}
diff --git a/thefuck/shells/zsh.py b/thefuck/shells/zsh.py
index aafbd00a..8492e9f7 100644
--- a/thefuck/shells/zsh.py
+++ b/thefuck/shells/zsh.py
@@ -12,12 +12,13 @@ class Zsh(Generic):
         # It is VERY important to have the variables declared WITHIN the function
         return '''
             {name} () {{
-                TF_PREVIOUS=$(fc -ln -1 | tail -n 1);
+                TF_HISTORY=$(fc -ln -10)
                 TF_CMD=$(
                     TF_ALIAS={name}
                     TF_SHELL_ALIASES=$(alias)
+                    TF_HISTORY=$TF_HISTORY
                     PYTHONIOENCODING=utf-8
-                    thefuck $TF_PREVIOUS {argument_placeholder} $*
+                    thefuck {argument_placeholder} $*
                 ) && eval $TF_CMD;
                 {alter_history}
             }}