diff --git a/README.md b/README.md
index 23d5666..8155157 100644
--- a/README.md
+++ b/README.md
@@ -1,29 +1,29 @@
 ## SETUP
 
 1. install pyenv
-    1. `curl https://pyenv.run | bash`
-    1. add this to your `~/.bashrc`
-    ```
-      export PATH="$HOME/.pyenv/bin:$PATH"
-      eval "$(pyenv init -)"
-      eval "$(pyenv virtualenv-init -)"
-      ```
-    1. restart shell
-    1. `pyenv --version` to ensure it worked
+   1. `curl https://pyenv.run | bash`
+   1. add this to your `~/.bashrc`
+   ```
+     export PATH="$HOME/.pyenv/bin:$PATH"
+     eval "$(pyenv init -)"
+     eval "$(pyenv virtualenv-init -)"
+   ```
+   1. restart shell
+   1. `pyenv --version` to ensure it worked
 1. install python 3.7
-    1. `pyenv install 3.7.0`
+   1. `pyenv install 3.7.0`
 1. install pipenv
-    1. `brew install pipenv` OR `pip install --user pipenv`
+   1. `brew install pipenv` OR `pip install --user pipenv`
 1. checkout the workshop repo
-    1. `git clone https://github.com/summa-tx/riemann-workshop.git`
+   1. `git clone https://github.com/summa-tx/riemann-workshop.git`
 1. install the workshop dependencies
-    1. `pipenv install --python=$(pyenv which python3.7)`
+   1. `pipenv install --python=$(pyenv which python3.7)`
 
 ## Workshop Layout
 
 Documentation for riemann tx library: https://summa-tx.github.io/riemann/
 
-1. `crypto.py` - some siple crypto tools
+1. `crypto.py` - some simple crypto tools
 1. `transactions.py` - examples for making and signing basic transactions
 1. `inspect.py` - an example block parser that computes simple block stats
 1. `htlc.py` - how to build a custom script and spend from it