diff --git a/README.md b/README.md
index aa961eac..1ed4db4a 100644
--- a/README.md
+++ b/README.md
@@ -16,30 +16,36 @@ CodiumAI `PR-Agent` is an open-source tool aiming to help developers review PRs
**Auto-Description**: Automatically generating PR description - name, type, summary, and code walkthrough.
\
-**PR Review**: Feedback about the PR main theme, type, relevant tests, security issues, focused, and various suggestions for the PR content.
+**PR Review**: Feedback about the PR main theme, type, relevant tests, security issues, focused PR, and various suggestions for the PR content.
\
**Question Answering**: Answering free-text questions about the PR.
\
**Code Suggestion**: Committable code suggestions for improving the PR.
-Example results:
+
Example results:
-Describe:
+Describe:
-Ask:
+Review:
+
+
+
+
+
+Ask:
-Code Suggestion:
+Improve:
-
+
@@ -117,10 +123,10 @@ Here are several ways to install and run PR-Agent:
**PR-Agent** provides four types of interactions ("tools"): `"PR Reviewer"`, `"PR Q&A"`, `"PR Description"` and `"PR Code Sueggestions"`.
-- The "PR Reviewer" tool automatically analyzes PRs, and provides different types of feedbacks.
+- The "PR Reviewer" tool automatically analyzes PRs, and provides different types of feedback.
- The "PR Ask" tool answers free-text questions about the PR.
- The "PR Description" tool automatically sets the PR Title and body.
-- The "PR Code Suggestion" tool provide inline code suggestions for the PR, that can be applied and committed.
+- The "PR Code Suggestion" tool provide inline code suggestions for the PR that can be applied and committed.
## How it works
diff --git a/pics/improve.gif b/pics/improve.gif
new file mode 100644
index 00000000..97c94f67
Binary files /dev/null and b/pics/improve.gif differ
diff --git a/pics/review.gif b/pics/review.gif
new file mode 100644
index 00000000..2f9e7457
Binary files /dev/null and b/pics/review.gif differ
diff --git a/pr_agent/servers/github_polling.py b/pr_agent/servers/github_polling.py
index c46cf51b..4e567862 100644
--- a/pr_agent/servers/github_polling.py
+++ b/pr_agent/servers/github_polling.py
@@ -94,7 +94,7 @@ async def polling_loop():
success = await agent.handle_request(pr_url, rest_of_comment)
if not success:
git_provider.set_pr(pr_url)
- git_provider.publish_comment("### How to user PR-Agent\n" +
+ git_provider.publish_comment("### How to use PR-Agent\n" +
bot_help_text(user_id))
elif response.status != 304: