diff --git a/README.md b/README.md
index 752f627..bebf377 100644
--- a/README.md
+++ b/README.md
@@ -8,50 +8,50 @@ If you are an open source project maintainer, add the label `first-timers-only`
 
 ## C
 
-- [Neovim](https://github.com/neovim/neovim/labels/entry-level) _(label: entry-level)_
+- [Neovim](https://github.com/neovim/neovim/labels/entry-level) _(label: entry-level)_ <br> Vim-fork focused on extensibility and agility.
 
 ## C++
 
-- [xoreos](https://github.com/xoreos/xoreos/labels/first-timers-only) _(label: first-timers-only)_
+- [xoreos](https://github.com/xoreos/xoreos/labels/first-timers-only) _(label: first-timers-only)_ <br> A reimplementation of BioWare's Aurora engine (and derivatives).
 
 ## .NET
 
-- [Shouldly](https://github.com/shouldly/shouldly/labels/Jump-In) _(label: Jump-In)_
+- [Shouldly](https://github.com/shouldly/shouldly/labels/Jump-In) _(label: Jump-In)_ <br> Should testing for .net - the way Asserting *Should* be!
 
 ## JavaScript
 
-- [Clementine.js Boilerplate](https://github.com/johnstonbl01/clementinejs/labels/beginner) _(label: beginner)_
-- [PouchDB](https://github.com/pouchdb/pouchdb/labels/first%20timers%20only) _(label: first time only)_
-- [Leaflet](https://github.com/Leaflet/Leaflet/labels/easy%20fix) _(label: easy fix)_
-- [angular-formly](https://github.com/formly-js/angular-formly/labels/first-timers-only) _(label: first-timers-only)_
-- [Dragula](https://github.com/bevacqua/dragula/labels/first-timers-only) _(label: first-timers-only)_
-- [UI.Layout directive (Angular UI)](https://github.com/angular-ui/ui-layout/labels/first-timers-only) _(label: first-timers-only)_
-- [React Router](https://github.com/rackt/react-router/labels/good-for-beginner) _(label: good-for-beginner)_
-- [history](https://github.com/rackt/history/labels/good-for-beginner) _(label: good-for-beginner)_
-- [The Reapp User Interface](https://github.com/reapp/reapp-ui/labels/good-for-beginner) _(label: good-for-beginner)_
-- [Mozilla Shumway](https://github.com/mozilla/shumway/labels/good-for-beginner) _(label: good-for-beginner)_
-- [TodoMVC](https://github.com/tastejs/todomvc/labels/first%20time%20contributor) _(label: first time contributor)_
-- [Adobe Brackets](https://github.com/adobe/brackets/issues?q=is%3Aopen+is%3Aissue+label%3A%22starter+bug%22) _(label: starter bug)_
-- [Chai](https://github.com/chaijs/chai/labels/easy-fix) _(label: easy-fix)_
-- [AVA](https://github.com/sindresorhus/ava/labels/good%20for%20beginner) _(label: good for beginner)_
+- [Clementine.js Boilerplate](https://github.com/johnstonbl01/clementinejs/labels/beginner) _(label: beginner)_ <br> The elegant and lightweight full stack JavaScript boilerplate.
+- [PouchDB](https://github.com/pouchdb/pouchdb/labels/first%20timers%20only) _(label: first time only)_ <br> PouchDB is a pocket-sized database.
+- [Leaflet](https://github.com/Leaflet/Leaflet/labels/easy%20fix) _(label: easy fix)_ <br> JavaScript library for mobile-friendly interactive maps.
+- [angular-formly](https://github.com/formly-js/angular-formly/labels/first-timers-only) _(label: first-timers-only)_ <br> JavaScript powered forms for AngularJS.
+- [Dragula](https://github.com/bevacqua/dragula/labels/first-timers-only) _(label: first-timers-only)_ <br> Drag and drop so simple it hurts.
+- [UI.Layout directive (Angular UI)](https://github.com/angular-ui/ui-layout/labels/first-timers-only) _(label: first-timers-only)_ <br> Angular directive that allows you to split!
+- [React Router](https://github.com/rackt/react-router/labels/good-for-beginner) _(label: good-for-beginner)_ <br>  A complete routing solution for React.js.
+- [history](https://github.com/rackt/history/labels/good-for-beginner) _(label: good-for-beginner)_ <br>  A minimal, functional history library for JavaScript.
+- [The Reapp User Interface](https://github.com/reapp/reapp-ui/labels/good-for-beginner) _(label: good-for-beginner)_ <br> Amazing cross platform UI's with React and JavaScript.
+- [Mozilla Shumway](https://github.com/mozilla/shumway/labels/good-for-beginner) _(label: good-for-beginner)_ <br>  Shumway is a Flash VM and runtime written in JavaScript.
+- [TodoMVC](https://github.com/tastejs/todomvc/labels/first%20time%20contributor) _(label: first time contributor)_ <br> Helping you select an MV* framework by implementing Todo in lots of Javascript apps.
+- [Adobe Brackets](https://github.com/adobe/brackets/issues?q=is%3Aopen+is%3Aissue+label%3A%22starter+bug%22) _(label: starter bug)_ <br> An open source code editor for the web, written in JavaScript, HTML and CSS.
+- [Chai](https://github.com/chaijs/chai/labels/easy-fix) _(label: easy-fix)_ <br> BDD / TDD assertion framework for node.js and the browser that can be paired with any testing framework.
+- [AVA](https://github.com/sindresorhus/ava/labels/good%20for%20beginner) _(label: good for beginner)_ <br> Futuristic test runner.
 
 ## PHP
 
-- [phpMyAdmin](https://github.com/phpmyadmin/phpmyadmin/labels/newbie) _(label: newbie)_
+- [phpMyAdmin](https://github.com/phpmyadmin/phpmyadmin/labels/newbie) _(label: newbie)_ <br> Admin interface for MySQL written in PHP.
 
 ## Python
 
-- [catapult](https://github.com/catapult-project/catapult/labels/Good%20First%20Bug) _(label: Good First Bug)_
-- [Python Babel](https://github.com/python-babel/babel/labels/easy) _(label: easy)_
-- [mitmproxy](https://github.com/mitmproxy/mitmproxy/labels/good%20first%20contribution) _(label: good first contribution)_
-- [Cliquet](https://github.com/mozilla-services/cliquet/labels/easy-pick) _(label: easy-pick)_
-- [Kinto](https://github.com/Kinto/kinto/labels/easy-pick) _(label: easy-pick)_
+- [catapult](https://github.com/catapult-project/catapult/labels/Good%20First%20Bug) _(label: Good First Bug)_ <br> Catapult home for performance tools.
+- [Python Babel](https://github.com/python-babel/babel/labels/easy) _(label: easy)_ <br> The Python Internationalization Library.
+- [mitmproxy](https://github.com/mitmproxy/mitmproxy/labels/good%20first%20contribution) _(label: good first contribution)_ <br> An interactive SSL-capable intercepting HTTP proxy.
+- [Cliquet](https://github.com/mozilla-services/cliquet/labels/easy-pick) _(label: easy-pick)_ <br> A toolkit to ease the implementation of HTTP microservices, such as data-driven REST APIs.
+- [Kinto](https://github.com/Kinto/kinto/labels/easy-pick) _(label: easy-pick)_ <br> A lightweight JSON storage service with synchronisation and sharing abilities.
 
 ## Ruby
 
-- [JRuby](https://github.com/jruby/jruby/labels/beginner) _(label: beginner)_
-- [puppet-mcollective](https://github.com/puppet-community/puppet-mcollective/labels/beginner%20friendly) _(label: beginner friendly)_
-- [Sinatra](https://github.com/sinatra/sinatra/labels/your-first-pr) _(label: your-first-pr)_
+- [JRuby](https://github.com/jruby/jruby/labels/beginner) _(label: beginner)_ <br> An implementation of Ruby on the Java Virtual Machine.
+- [puppet-mcollective](https://github.com/puppet-community/puppet-mcollective/labels/beginner%20friendly) _(label: beginner friendly)_ <br> MCollective Server and Client Puppet Module.
+- [Sinatra](https://github.com/sinatra/sinatra/labels/your-first-pr) _(label: your-first-pr)_ <br> Classy web-development dressed in a DSL.
 
 ## Want to create something new?