diff --git a/app/cmd/autocomplete.go b/app/cmd/autocomplete.go
new file mode 100644
index 0000000..90e20d1
--- /dev/null
+++ b/app/cmd/autocomplete.go
@@ -0,0 +1,125 @@
+package cmd
+
+import (
+	"fmt"
+	"io"
+	"net/http"
+	"os"
+	"os/exec"
+
+	"github.com/adrg/xdg"
+	"github.com/urfave/cli/v2"
+)
+
+// CmdAutocomplete manages autocompletion
+var CmdAutocomplete = cli.Command{
+	Name:        "shellcompletion",
+	Aliases:     []string{"autocomplete"},
+	Category:    catSetup,
+	Usage:       "Install shell completion for ledo",
+	Description: "Install shell completion for ledo",
+	ArgsUsage:   "<shell type> (bash, zsh, powershell, fish)",
+	Flags: []cli.Flag{
+		&cli.BoolFlag{
+			Name:  "install",
+			Usage: "Persist in shell config instead of printing commands",
+		},
+	},
+	Action: runAutocompleteAdd,
+}
+
+func runAutocompleteAdd(ctx *cli.Context) error {
+	var remoteFile, localFile, cmds string
+	shell := ctx.Args().First()
+
+	switch shell {
+	case "zsh":
+		remoteFile = "contrib/autocomplete.zsh"
+		localFile = "autocomplete.zsh"
+		cmds = "echo 'PROG=ledo _CLI_ZSH_AUTOCOMPLETE_HACK=1 source \"%s\"' >> ~/.zshrc && source ~/.zshrc"
+
+	case "bash":
+		remoteFile = "contrib/autocomplete.sh"
+		localFile = "autocomplete.sh"
+		cmds = "echo 'PROG=ledo source \"%s\"' >> ~/.bashrc && source ~/.bashrc"
+
+	case "powershell":
+		remoteFile = "contrib/autocomplete.ps1"
+		localFile = "tea.ps1"
+		cmds = "\"& %s\" >> $profile"
+
+	case "fish":
+		return writeFishAutoCompleteFile(ctx)
+
+	default:
+		return fmt.Errorf("Must specify valid %s", ctx.Command.ArgsUsage)
+	}
+
+	localPath, err := xdg.ConfigFile("ledo/" + localFile)
+	if err != nil {
+		return err
+	}
+
+	cmds = fmt.Sprintf(cmds, localPath)
+	if err = writeRemoteAutoCompleteFile(remoteFile, localPath); err != nil {
+		return err
+	}
+
+	if ctx.Bool("install") {
+		fmt.Println("Installing in your shellrc")
+		installer := exec.Command(shell, "-c", cmds)
+		if shell == "powershell" {
+			installer = exec.Command("powershell.exe", "-Command", cmds)
+		}
+		out, err := installer.CombinedOutput()
+		if err != nil {
+			return fmt.Errorf("Couldn't run the commands: %s %s", err, out)
+		}
+	} else {
+		fmt.Println("\n# Run the following commands to install autocompletion (or use --install)")
+		fmt.Println(cmds)
+	}
+
+	return nil
+}
+
+func writeRemoteAutoCompleteFile(file, destPath string) error {
+	url := fmt.Sprintf("https://git.cynarski.pl/LeDo/ledo/raw/branch/master/%s", file)
+	fmt.Println("Fetching " + url)
+
+	res, err := http.Get(url)
+	if err != nil {
+		return err
+	}
+	defer res.Body.Close()
+
+	writer, err := os.Create(destPath)
+	if err != nil {
+		return err
+	}
+	defer writer.Close()
+
+	_, err = io.Copy(writer, res.Body)
+	return err
+}
+
+func writeFishAutoCompleteFile(ctx *cli.Context) error {
+	script, err := ctx.App.ToFishCompletion()
+	if err != nil {
+		return err
+	}
+
+	localPath, err := xdg.ConfigFile("fish/conf.d/tea_completion.fish")
+	if err != nil {
+		return err
+	}
+	writer, err := os.Create(localPath)
+	if err != nil {
+		return err
+	}
+	if _, err = io.WriteString(writer, script); err != nil {
+		return err
+	}
+	fmt.Printf("Installed tab completion to %s\n", localPath)
+	return nil
+}
diff --git a/contrib/autocomplete.ps1 b/contrib/autocomplete.ps1
new file mode 100644
index 0000000..81812a6
--- /dev/null
+++ b/contrib/autocomplete.ps1
@@ -0,0 +1,9 @@
+$fn = $($MyInvocation.MyCommand.Name)
+$name = $fn -replace "(.*)\.ps1$", '$1'
+Register-ArgumentCompleter -Native -CommandName $name -ScriptBlock {
+     param($commandName, $wordToComplete, $cursorPosition)
+     $other = "$wordToComplete --generate-bash-completion"
+         Invoke-Expression $other | ForEach-Object {
+            [System.Management.Automation.CompletionResult]::new($_, $_, 'ParameterValue', $_)
+         }
+ }
\ No newline at end of file
diff --git a/contrib/autocomplete.sh b/contrib/autocomplete.sh
new file mode 100644
index 0000000..f0f6241
--- /dev/null
+++ b/contrib/autocomplete.sh
@@ -0,0 +1,21 @@
+#! /bin/bash
+
+: ${PROG:=$(basename ${BASH_SOURCE})}
+
+_cli_bash_autocomplete() {
+  if [[ "${COMP_WORDS[0]}" != "source" ]]; then
+    local cur opts base
+    COMPREPLY=()
+    cur="${COMP_WORDS[COMP_CWORD]}"
+    if [[ "$cur" == "-"* ]]; then
+      opts=$( ${COMP_WORDS[@]:0:$COMP_CWORD} ${cur} --generate-bash-completion )
+    else
+      opts=$( ${COMP_WORDS[@]:0:$COMP_CWORD} --generate-bash-completion )
+    fi
+    COMPREPLY=( $(compgen -W "${opts}" -- ${cur}) )
+    return 0
+  fi
+}
+
+complete -o bashdefault -o default -o nospace -F _cli_bash_autocomplete $PROG
+unset PROG
diff --git a/contrib/autocomplete.zsh b/contrib/autocomplete.zsh
new file mode 100644
index 0000000..cf39c88
--- /dev/null
+++ b/contrib/autocomplete.zsh
@@ -0,0 +1,23 @@
+#compdef $PROG
+
+_cli_zsh_autocomplete() {
+
+  local -a opts
+  local cur
+  cur=${words[-1]}
+  if [[ "$cur" == "-"* ]]; then
+    opts=("${(@f)$(_CLI_ZSH_AUTOCOMPLETE_HACK=1 ${words[@]:0:#words[@]-1} ${cur} --generate-bash-completion)}")
+  else
+    opts=("${(@f)$(_CLI_ZSH_AUTOCOMPLETE_HACK=1 ${words[@]:0:#words[@]-1} --generate-bash-completion)}")
+  fi
+
+  if [[ "${opts[1]}" != "" ]]; then
+    _describe 'values' opts
+  else
+    _files
+  fi
+
+  return
+}
+
+compdef _cli_zsh_autocomplete $PROG
diff --git a/go.mod b/go.mod
index 86673b1..24f112e 100644
--- a/go.mod
+++ b/go.mod
@@ -5,6 +5,7 @@ go 1.17
 require (
 	github.com/AlecAivazis/survey/v2 v2.3.2
 	github.com/Masterminds/semver v1.5.0
+	github.com/adrg/xdg v0.3.4
 	github.com/spf13/viper v1.8.1
 	github.com/thoas/go-funk v0.9.1
 	github.com/urfave/cli/v2 v2.3.0
diff --git a/go.sum b/go.sum
index 2c018bb..628ed30 100644
--- a/go.sum
+++ b/go.sum
@@ -45,6 +45,8 @@ github.com/Masterminds/semver v1.5.0 h1:H65muMkzWKEuNDnfl9d70GUjFniHKHRbFPGBuZ3Q
 github.com/Masterminds/semver v1.5.0/go.mod h1:MB6lktGJrhw8PrUyiEoblNEGEQ+RzHPF078ddwwvV3Y=
 github.com/Netflix/go-expect v0.0.0-20180615182759-c93bf25de8e8 h1:xzYJEypr/85nBpB11F9br+3HUrpgb+fcm5iADzXXYEw=
 github.com/Netflix/go-expect v0.0.0-20180615182759-c93bf25de8e8/go.mod h1:oX5x61PbNXchhh0oikYAH+4Pcfw5LKv21+Jnpr6r6Pc=
+github.com/adrg/xdg v0.3.4 h1:0BivHfQ0LSGQrFTaEZ0hyQLm/HAidci7m+1cT6wKKdA=
+github.com/adrg/xdg v0.3.4/go.mod h1:61xAR2VZcggl2St4O9ohF5qCKe08+JDmE4VNzPFQvOQ=
 github.com/antihax/optional v1.0.0/go.mod h1:uupD/76wgC+ih3iEmQUL+0Ugr19nfwCT1kdvxnR2qWY=
 github.com/armon/circbuf v0.0.0-20150827004946-bbbad097214e/go.mod h1:3U/XgcO3hCbHZ8TKRvWD2dDTCfh9M9ya+I9JpbB7O8o=
 github.com/armon/go-metrics v0.0.0-20180917152333-f0300d1749da/go.mod h1:Q73ZrmVTwzkszR9V5SSuryQ31EELlFMUz1kKyl939pY=
diff --git a/main.go b/main.go
index cebab90..aa2472c 100644
--- a/main.go
+++ b/main.go
@@ -21,6 +21,7 @@ func main() {
 	app.Commands = []*cli.Command{
 		&cmd.CmdDocker,
 		&cmd.CmdMode,
+		&cmd.CmdAutocomplete,
 	}
 	app.EnableBashCompletion = true
 	err := app.Run(os.Args)