diff --git a/README.md b/README.md
index 9617bfa1..4279bf69 100644
--- a/README.md
+++ b/README.md
@@ -10,9 +10,9 @@
 [![GitHub license](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://github.com/Codium-ai/pr-agent/blob/main/LICENSE)
 [![Discord](https://badgen.net/badge/icon/discord?icon=discord&label&color=purple)](https://discord.com/channels/1057273017547378788/1126104260430528613)
 </div>
-<div align="left">
+<div style="text-align:left;">
 
-CodiumAI `pr-agent` is an open-source tool aiming to help developers review PRs faster and more efficiently. It automatically analyzes the PR and can provide several types of feedback:
+CodiumAI `PR-Agent` is an open-source tool aiming to help developers review PRs faster and more efficiently. It automatically analyzes the PR and can provide several types of feedback:
 
 **Auto-Description**: Automatically generating PR description - name, type, summary, and code walkthrough.
 \
@@ -64,7 +64,7 @@ To set up your own PR-Agent, see the [Quickstart](#Quickstart) section
 
 ---
 ## Overview
-`pr-agent` offers extensive pull request functionalities across various git providers:
+`PR-Agent` offers extensive pull request functionalities across various git providers:
 |       |                                             | Github | Gitlab | Bitbucket |
 |-------|---------------------------------------------|--------|--------|-----------|
 | TOOLS | Review                                      | ✓      | ✓      | ✓         |
@@ -128,7 +128,52 @@ Possible questions you can ask include:
 
 ---
 
-#### Method 2: Run from source
+#### Method 2: Run as a Github Action
+
+You can use our pre-built Github Action Docker image to run PR-Agent as a Github Action. 
+
+1. Add the following file to your repository under `.github/workflows/pr_agent.yml`:
+
+```yaml
+on:
+  pull_request:
+  issue_comment:
+jobs:
+  pr_agent_job:
+    runs-on: ubuntu-latest
+    name: Run pr agent on every pull request, respond to user comments
+    steps:
+      - name: PR Agent action step
+        id: pragent
+        uses: Codium-ai/pr-agent@main
+        env:
+          OPENAI_KEY: ${{ secrets.OPENAI_KEY }}
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+```
+
+2. Add the following secret to your repository under `Settings > Secrets`:
+
+```
+OPENAI_KEY: <your key>
+```
+
+The GITHUB_TOKEN secret is automatically created by Github.
+
+3. Merge this change to your main branch. 
+When you open your next PR, you should see a comment from `github-actions` bot with a review of your PR, and instructions on how to use the rest of the tools.
+
+4. You may configure PR-Agent by adding environment variables under the env section that corresponds to any configurable property in the [configuration](./CONFIGURATION.md) file. Some examples:
+```yaml
+      env:
+        # ... previous environment values
+        OPENAI.ORG: "<Your organization name under your OpenAI account>"
+        PR_REVIEWER.REQUIRE_TESTS_REVIEW: "false" # Disable tests review
+        PR_CODE_SUGGESTIONS.NUM_CODE_SUGGESTIONS: 6 # Increase number of code suggestions
+```
+
+---
+
+#### Method 3: Run from source
 
 1. Clone this repository:
 
@@ -160,7 +205,7 @@ python pr_agent/cli.py --pr_url <pr_url> improve
 
 ---
 
-#### Method 3: Method 3: Run as a polling server; request reviews by tagging your Github user on a PR
+#### Method 4: Run as a polling server; request reviews by tagging your Github user on a PR
 
 Follow steps 1-3 of method 2.
 Run the following command to start the server:
@@ -171,7 +216,7 @@ python pr_agent/servers/github_polling.py
 
 ---
 
-#### Method 4: Run as a Github App, allowing you to automate the review process on your private or public repositories.
+#### Method 5: Run as a Github App, allowing you to automate the review process on your private or public repositories.
 
 1. Create a GitHub App from the [Github Developer Portal](https://docs.github.com/en/developers/apps/creating-a-github-app).
 
diff --git a/pr_agent/servers/help.py b/pr_agent/servers/help.py
index c992d236..99b6a3e6 100644
--- a/pr_agent/servers/help.py
+++ b/pr_agent/servers/help.py
@@ -1,14 +1,13 @@
-commands_text = "> /review - Ask for a new review after your update the PR\n" \
-                "> /describe - Modify the PR title and description based " \
-                "on the PR's contents.\n" \
-                "> /improve - Suggest improvements to the code in the PR as pull " \
-                "request comments ready to commit.\n" \
-                "> /ask <QUESTION> - Ask a question about the PR.\n"
+commands_text = "> /review - Request a review of the latest update to the PR.\n" \
+                "> /describe - Modify the PR title and description based on the contents of the PR.\n" \
+                "> /improve - Suggest improvements to the code in the PR. " \
+                "These will be provided as pull request comments, ready to commit.\n" \
+                "> /ask <QUESTION> - Pose a question about the PR.\n"
 
 
 def bot_help_text(user: str):
     return f"> Tag me in a comment '@{user}' and add one of the following commands:\n" + commands_text
 
 
-actions_help_text = "> Add a comment to to invoke PR-Agent, use one of the following commands:\n" + \
+actions_help_text = "> To invoke the PR-Agent, add a comment using one of the following commands:\n" + \
                     commands_text
diff --git a/requirements.txt b/requirements.txt
index 64134909..8695f709 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -9,3 +9,4 @@ uvicorn==0.22.0
 python-gitlab==3.15.0
 pytest~=7.4.0
 aiohttp~=3.8.4
+atlassian-python-api==3.39.0