diff --git a/README.md b/README.md
index 3b3f098..f0618c3 100644
--- a/README.md
+++ b/README.md
@@ -227,7 +227,8 @@ using the matched rule and runs it. Rules enabled by default are as follows:
 * `tmux` – fixes `tmux` commands;
 * `unknown_command` – fixes hadoop hdfs-style "unknown command", for example adds missing '-' to the command on `hdfs dfs ls`;
 * `vagrant_up` – starts up the vagrant instance;
-* `whois` – fixes `whois` command.
+* `whois` – fixes `whois` command;
+* `workon_doesnt_exists` – fixes `virtualenvwrapper` env name os suggests to create new.
 
 Enabled by default only on specific platforms:
 
diff --git a/tests/rules/test_workon_doesnt_exists.py b/tests/rules/test_workon_doesnt_exists.py
new file mode 100644
index 0000000..da86302
--- /dev/null
+++ b/tests/rules/test_workon_doesnt_exists.py
@@ -0,0 +1,30 @@
+import pytest
+from thefuck.rules.workon_doesnt_exists import match, get_new_command
+from tests.utils import Command
+
+
+@pytest.fixture(autouse=True)
+def envs(mocker):
+    return mocker.patch(
+        'thefuck.rules.workon_doesnt_exists._get_all_environments',
+        return_value=['thefuck', 'code_view'])
+
+
+@pytest.mark.parametrize('script', [
+    'workon tehfuck', 'workon code-view', 'workon new-env'])
+def test_match(script):
+    assert match(Command(script))
+
+
+@pytest.mark.parametrize('script', [
+    'workon thefuck', 'workon code_view', 'work on tehfuck'])
+def test_not_match(script):
+    assert not match(Command(script))
+
+
+@pytest.mark.parametrize('script, result', [
+    ('workon tehfuck', 'workon thefuck'),
+    ('workon code-view', 'workon code_view'),
+    ('workon zzzz', 'mkvirtualenv zzzz')])
+def test_get_new_command(script, result):
+    assert get_new_command(Command(script))[0] == result
diff --git a/thefuck/rules/workon_doesnt_exists.py b/thefuck/rules/workon_doesnt_exists.py
new file mode 100644
index 0000000..e8c4df0
--- /dev/null
+++ b/thefuck/rules/workon_doesnt_exists.py
@@ -0,0 +1,36 @@
+try:
+    from pathlib import Path
+except ImportError:
+    from pathlib2 import Path
+
+from thefuck.utils import for_app, replace_command, eager, memoize
+
+
+@memoize
+@eager
+def _get_all_environments():
+    root = Path('~/.virtualenvs').expanduser()
+    if not root.is_dir():
+        return
+
+    for child in root.iterdir():
+        if child.is_dir():
+            yield child.name
+
+
+@for_app('workon')
+def match(command):
+    return (len(command.script_parts) >= 2
+            and command.script_parts[1] not in _get_all_environments())
+
+
+def get_new_command(command):
+    misspelled_env = command.script_parts[1]
+    create_new = u'mkvirtualenv {}'.format(misspelled_env)
+
+    available = _get_all_environments()
+    if available:
+        return replace_command(command, misspelled_env, available) \
+               + [create_new]
+    else:
+        return create_new