diff --git a/.github/workflows/code_review.yml/code_review.yml b/.github/workflows/code_review.yml
similarity index 93%
rename from .github/workflows/code_review.yml/code_review.yml
rename to .github/workflows/code_review.yml
index 412a997..d38be41 100644
--- a/.github/workflows/code_review.yml/code_review.yml
+++ b/.github/workflows/code_review.yml
@@ -11,28 +11,28 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v3
 
-        - name: Clone cody-code-reviewer repository
+      - name: Clone cody-code-reviewer repository
         run: |
           git clone https://github.com/codylabs/cody-code-reviewer.git
           cd cody-code-reviewer
-      
+
       - name: Set up Python 3.9
         uses: actions/setup-python@v4
         with:
           python-version: "3.9"
-      
+
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip
           pip install -r requirements.txt
-      
+
       - name: Run Code Review Model
         run: |
           python src/review_pull_request.py ${{ github.event.pull_request.number }} ${{ github.repository }} > ${{ github.workspace }}/output.txt
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
-      
+
       - name: Comment on Pull Request
         run: |
           python src/comment_on_pr.py ${{ github.event.pull_request.number }} "${{ secrets.GITHUB_TOKEN }}" ${{ github.repository }}
diff --git a/README.md b/README.md
index 363ce83..446ea42 100644
--- a/README.md
+++ b/README.md
@@ -1,22 +1,22 @@
 ## About
 
-With no coding required to set up, Cody will automatically summarize and code review your changes on every pull request or merge request using AI.
+Cody will automatically summarize and code review your changes on every pull request using Open AI models.
+
+Note that an Open API key is required.
 
 Read more at [https://codylabs.io/](https://codylabs.io/)
 
 ## Installation
 
-Installation is as simple as adding your open API key, and creating a Github Actions workflow file to your repo.
-
-If you prefer you can watch these steps on YouTube:
+Installation is as simple as adding your Open API key, and creating a Github Actions workflow file to your repo.
 
-1. Add OPENAI_API_KEY as a github repo secret via Settings > Actions > Secrets and variables > New reposity secret. The variable name should be OPENAI_API_KEY and the value should be your Open API API Key.
+1. Add OPENAI_API_KEY as a GitHub repo secret via Settings > Actions > Secrets and variables > New repository secret. The variable name should be OPENAI_API_KEY, and the value should be your Open API API Key.
 
 ![Add secrets](add_a_secret_image.png)
 
-Note that GITHUB_TOKEN does not need to be added as is available by default.
+Note that GITHUB_TOKEN does not need to be added as it is available by default.
 
-2. Add the following to a new folder in your repo .github/workflows/code_review.yml
+2. Add the following file to a new folder in your repo .github/workflows/code_review.yml
 
 ```
 name: Automated Code Review by Cody
@@ -32,7 +32,7 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v3
 
-        - name: Clone cody-code-reviewer repository
+      - name: Clone cody-code-reviewer repository
         run: |
           git clone https://github.com/codylabs/cody-code-reviewer.git
           cd cody-code-reviewer
@@ -65,7 +65,7 @@ permissions:
   pull-requests: write
 ```
 
-3. Commit your code and watch Cody in action!
+3. Commit your code, create a pull request and watch Cody in action!
 
 ![PR Code Review Image](pr_code_review.png)
 
@@ -98,3 +98,7 @@ And then run
 `PYTHONPATH=src pytest -s tests/`
 
 This will run the code review logic on an GitHub Pull Request and log the output.
+
+## License
+
+See the LICENSE.md file for details.
diff --git a/pr_code_review.png b/image.png
similarity index 100%
rename from pr_code_review.png
rename to image.png