diff --git a/plugins/wd/README.md b/plugins/wd/README.md
index ed149eb3e..b1deeffd5 100644
--- a/plugins/wd/README.md
+++ b/plugins/wd/README.md
@@ -3,16 +3,17 @@ wd
 
 [![Build Status](https://travis-ci.org/mfaerevaag/wd.png?branch=master)](https://travis-ci.org/mfaerevaag/wd)
 
-`wd` (*warp directory*) lets you jump to custom directories in zsh, without using `cd`. Why? Because `cd` seems ineffecient when the folder is frequently visited or has a long path.
+`wd` (*warp directory*) lets you jump to custom directories in zsh, without using `cd`. Why? Because `cd` seems inefficient when the folder is frequently visited or has a long path.
 
-*NOTE*: If you are not using zsh, check out the `ruby` branch which has `wd` implemented as a gem.
+![tty.gif](https://raw.githubusercontent.com/mfaerevaag/wd/master/tty.gif)
 
+*NEWS*: If you are not using zsh, check out the c-port, [wd-c](https://github.com/mfaerevaag/wd-c), which works with all shells using wrapper functions.
 
 ### Setup
 
 ### oh-my-zsh
 
-`wd` comes bundles with [oh-my-zshell](https://github.com/robbyrussell/oh-my-zsh)!
+`wd` comes bundled with [oh-my-zshell](https://github.com/robbyrussell/oh-my-zsh)!
 
 Just add the plugin in your `~/.zshrc` file:
 
@@ -27,6 +28,10 @@ Run either in terminal:
 
  * `wget --no-check-certificate https://github.com/mfaerevaag/wd/raw/master/install.sh -O - | sh`
 
+##### Arch ([AUR](https://aur.archlinux.org/))
+
+    # yaourt -S zsh-plugin-wd-git
+
 
 #### Manual
 
@@ -48,7 +53,7 @@ Run either in terminal:
 
 #### Completion
 
-If you're NOT using [oh-my-zsh](https://github.com/robbyrussell/oh-my-zsh) and you want to utelize the zsh-completion feature, you will also need to add the path to your `wd` installation (`~/bin/wd` if you used the automatic installer) to your `fpath`. E.g. in your `~/.zshrc`:
+If you're NOT using [oh-my-zsh](https://github.com/robbyrussell/oh-my-zsh) and you want to utilize the zsh-completion feature, you will also need to add the path to your `wd` installation (`~/bin/wd` if you used the automatic installer) to your `fpath`. E.g. in your `~/.zshrc`:
 
     fpath=(~/path/to/wd $fpath)
 
@@ -66,7 +71,9 @@ Also, you may have to force a rebuild of `zcompdump` by running:
 
     If a warp point with the same name exists, use `add!` to overwrite it.
 
-    Note, a warp point cannot contain colons, or only consist of only spaces and dots. The first will conflict in how `wd` stores the warp points, and the second will conflict other features, as below.
+    Note, a warp point cannot contain colons, or only consist of only spaces and dots. The first will conflict in how `wd` stores the warp points, and the second will conflict with other features, as below.
+
+    You can omit point name to use the current directory's name instead.
 
  * From an other directory (not necessarily), warp to `foo` with:
 
@@ -84,6 +91,8 @@ Also, you may have to force a rebuild of `zcompdump` by running:
 
         $ wd rm foo
 
+    You can omit point name to use the current directory's name instead.
+
  * List all warp points (stored in `~/.warprc`):
 
         $ wd list
@@ -143,8 +152,8 @@ The project is licensed under the [MIT-license](https://github.com/mfaerevaag/wd
 
 ### Finally
 
-If you have issues, feedback or improvements, don't hesitate to report it or submit a pull-request. In the case of an issue, we would much appreciate if you would include a failing test in `test/tests.sh`. Explanation on how to run the tests, read the section "Testing" in this README.
+If you have issues, feedback or improvements, don't hesitate to report it or submit a pull-request. In the case of an issue, we would much appreciate if you would include a failing test in `test/tests.sh`. For an explanation on how to run the tests, read the section "Testing" in this README.
 
-Credit to [altschuler](https://github.com/altschuler) for awesome idea.
+Credit to [altschuler](https://github.com/altschuler) for an awesome idea.
 
 Hope you enjoy!
diff --git a/plugins/wd/_wd.sh b/plugins/wd/_wd.sh
index b67f4a1e2..65fa1ddde 100644
--- a/plugins/wd/_wd.sh
+++ b/plugins/wd/_wd.sh
@@ -16,6 +16,19 @@ function _wd() {
 
   warp_points=( "${(f)mapfile[$CONFIG]//$HOME/~}" )
 
+  typeset -A points
+  while read -r line
+  do
+    arr=(${(s,:,)line})
+    name=${arr[1]}
+    path=${arr[2]}
+
+    # replace ~ from path to fix completion (#17)
+    path=${path/#\~/$HOME}
+
+    points[$name]=$path
+  done < $CONFIG
+
   commands=(
     'add:Adds the current working directory to your warp points'
     'add!:Overwrites existing warp point'
@@ -34,13 +47,15 @@ function _wd() {
     '1: :->first_arg' \
     '2: :->second_arg' && ret=0
 
+  local target=$words[2]
+
   case $state in
     first_arg)
       _describe -t warp_points "Warp points" warp_points && ret=0
       _describe -t commands "Commands" commands && ret=0
       ;;
     second_arg)
-      case $words[2] in
+      case $target in
         add\!|rm)
           _describe -t points "Warp points" warp_points && ret=0
           ;;
@@ -56,6 +71,10 @@ function _wd() {
         path)
           _describe -t points "Warp points" warp_points && ret=0
           ;;
+        *)
+          # complete sub directories from the warp point
+          _path_files -W "(${points[$target]})" -/ && ret=0
+          ;;
       esac
       ;;
   esac
diff --git a/plugins/wd/wd.sh b/plugins/wd/wd.sh
index cf54713bd..c330dd358 100755
--- a/plugins/wd/wd.sh
+++ b/plugins/wd/wd.sh
@@ -8,7 +8,7 @@
 # @github.com/mfaerevaag/wd
 
 # version
-readonly WD_VERSION=0.4.2
+readonly WD_VERSION=0.4.4
 
 # colors
 readonly WD_BLUE="\033[96m"
@@ -72,25 +72,28 @@ wd_print_msg()
 wd_print_usage()
 {
     cat <<- EOF
-Usage: wd [command] <point>
+Usage: wd [command] [point]
 
 Commands:
-	add <point>	Adds the current working directory to your warp points
-	add! <point>	Overwrites existing warp point
-	rm <point>	Removes the given warp point
-	show		Print warp points to current directory
-	show <point>	Print path to given warp point
-	list	        Print all stored warp points
-ls  <point>     Show files from given warp point
-path <point>    Show the path to given warp point
-	clean!		Remove points warping to nonexistent directories
+    add <point>     Adds the current working directory to your warp points
+    add             Adds the current working directory to your warp points with current directory's name
+    add! <point>    Overwrites existing warp point
+    add!            Overwrites existing warp point with current directory's name
+    rm <point>      Removes the given warp point
+    rm              Removes the given warp point with current directory's name
+    show <point>    Print path to given warp point
+    show            Print warp points to current directory
+    list            Print all stored warp points
+    ls  <point>     Show files from given warp point (ls)
+    path <point>    Show the path to given warp point (pwd)
+    clean!          Remove points warping to nonexistent directories
 
-	-v | --version	Print version
-	-d | --debug	Exit after execution with exit codes (for testing)
-	-c | --config	Specify config file (default ~/.warprc)
-	-q | --quiet	Suppress all output
+    -v | --version  Print version
+    -d | --debug    Exit after execution with exit codes (for testing)
+    -c | --config   Specify config file (default ~/.warprc)
+    -q | --quiet    Suppress all output
 
-	help		Show this extremely helpful text
+    help            Show this extremely helpful text
 EOF
 }
 
@@ -131,10 +134,11 @@ wd_getdir()
 wd_warp()
 {
     local point=$1
+    local sub=$2
 
     if [[ $point =~ "^\.+$" ]]
     then
-        if [ $#1 < 2 ]
+        if [[ $#1 < 2 ]]
         then
             wd_exit_warn "Warping to current directory?"
         else
@@ -143,7 +147,12 @@ wd_warp()
         fi
     elif [[ ${points[$point]} != "" ]]
     then
-        cd ${points[$point]/#\~/$HOME}
+        if [[ $sub != "" ]]
+        then
+            cd ${points[$point]/#\~/$HOME}/$sub
+        else
+            cd ${points[$point]/#\~/$HOME}
+        fi
     else
         wd_exit_fail "Unknown warp point '${point}'"
     fi
@@ -154,6 +163,11 @@ wd_add()
     local force=$1
     local point=$2
 
+    if [[ $point == "" ]]
+    then
+        point=$(basename $PWD)
+    fi
+
     if [[ $point =~ "^[\.]+$" ]]
     then
         wd_exit_fail "Warp point cannot be just dots"
@@ -163,10 +177,7 @@ wd_add()
     elif [[ $point == *:* ]]
     then
         wd_exit_fail "Warp point cannot contain colons"
-    elif [[ $point == "" ]]
-    then
-        wd_exit_fail "Warp point cannot be empty"
-    elif [[ ${points[$2]} == "" ]] || $force
+    elif [[ ${points[$point]} == "" ]] || $force
     then
         wd_remove $point > /dev/null
         printf "%q:%s\n" "${point}" "${PWD/#$HOME/~}" >> $WD_CONFIG
@@ -185,6 +196,11 @@ wd_remove()
 {
     local point=$1
 
+    if [[ $point == "" ]]
+    then
+        point=$(basename $PWD)
+    fi
+
     if [[ ${points[$point]} != "" ]]
     then
         local config_tmp=$WD_CONFIG.tmp
@@ -294,7 +310,7 @@ wd_clean() {
             key=${arr[1]}
             val=${arr[2]}
 
-            if [ -d "$val" ]
+            if [ -d "${val/#\~/$HOME}" ]
             then
                 wd_tmp=$wd_tmp"\n"`echo $line`
             else
@@ -356,7 +372,8 @@ while read -r line
 do
     arr=(${(s,:,)line})
     key=${arr[1]}
-    val=${arr[2]}
+    # join the rest, in case the path contains colons
+    val=${(j,:,)arr[2,-1]}
 
     points[$key]=$val
 done < $WD_CONFIG
@@ -424,7 +441,7 @@ else
                 break
                 ;;
             *)
-                wd_warp $o
+                wd_warp $o $2
                 break
                 ;;
             --)