diff --git a/dot_scripts/bootstrap.sh b/dot_scripts/bootstrap.sh
index 57ed86b..5f40ec0 100755
--- a/dot_scripts/bootstrap.sh
+++ b/dot_scripts/bootstrap.sh
@@ -200,6 +200,10 @@ rustup component add rustfmt
 echo "Installing pa11y tool for local webpage accessibility analysis"
 npm install -g pa11y
 
+git clone https://github.com/sherlock-project/sherlock.git ~/Code/sherlock
+cd sherlock || exit
+python3 -m pip install -r requirements.txt
+
 # Upgrade
 echo "Upgrading apps"
 ~/.scripts/upgrade.sh
diff --git a/dot_zsh_aliases b/dot_zsh_aliases
index e50f3f1..86ae8c2 100644
--- a/dot_zsh_aliases
+++ b/dot_zsh_aliases
@@ -108,6 +108,7 @@ alias mytracks='music me saved tracks'
 alias unix='curl -L http://git.io/unix'
 alias coffee="curl -L http://git.io/coffee"
 alias hotcoffee="curl -sL git.io/hotcoffee | sh"
+alias usernames="python3 $HOME/Code/sherlock/sherlock.py --rank --print-found"
 
 # Show/hide hidden files in Finder
 alias show="defaults write com.apple.finder AppleShowAllFiles -bool true && killall Finder"