README.md in rubocop-factory_bot-2.22.0 vs README.md in rubocop-factory_bot-2.23.0

@@ -2,11 +2,11 @@
 
 [![Join the chat at https://gitter.im/rubocop-rspec/Lobby](https://badges.gitter.im/rubocop-rspec/Lobby.svg)](https://gitter.im/rubocop-rspec/Lobby)
 [![Gem Version](https://badge.fury.io/rb/rubocop-factory_bot.svg)](https://rubygems.org/gems/rubocop-factory_bot)
 ![CI](https://github.com/rubocop/rubocop-factory_bot/workflows/CI/badge.svg)
 
-[Factory Bot](https://www.rubydoc.info/gems/factory_bot)-specific analysis for your projects, as an extension to
+[factory_bot](https://github.com/thoughtbot/factory_bot/blob/main/GETTING_STARTED.md)-specific analysis for your projects, as an extension to
 [RuboCop](https://github.com/rubocop/rubocop).
 
 ## Installation
 
 Just install the `rubocop-factory_bot` gem
@@ -15,17 +15,17 @@
 gem install rubocop-factory_bot
 ```
 
 or if you use bundler put this in your `Gemfile`
 
-```
+```ruby
 gem 'rubocop-factory_bot', require: false
 ```
 
 ## Usage
 
-You need to tell RuboCop to load the Factory Bot extension. There are three
+You need to tell RuboCop to load the factory_bot extension. There are three
 ways to do this:
 
 ### RuboCop configuration file
 
 Put this into your `.rubocop.yml`.
@@ -67,10 +67,10 @@
 
 All cops are located under
 [`lib/rubocop/cop/factory_bot`](lib/rubocop/cop/factory_bot), and contain
 examples/documentation.
 
-In your `.rubocop.yml`, you may treat the Factory Bot cops just like any other
+In your `.rubocop.yml`, you may treat the factory_bot cops just like any other
 cop. For example:
 
 ```yaml
 FactoryBot/AttributeDefinedStatically:
   Exclude: