diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index c3f97512d5..13a805ff04 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,4 +1,4 @@
-We maintain a knowledgebase at https://github.com/Significant-Gravitas/Nexus/wiki
+We maintain a knowledgebase at this [wiki](https://github.com/Significant-Gravitas/Nexus/wiki)
 
 We would like to say "We value all contributions". After all, we are an open-source project, so we should say something fluffy like this, right?
 
@@ -11,4 +11,4 @@ If you wish to involve with the project (beyond just contributing PRs), please r
 In fact, why not just look through the whole wiki (it's only a few pages) and hop on our discord (you'll find it in the wiki).
 
 ❤️ & 🔆
-The team @ AutoGPT
+The team @ Auto-GPT
diff --git a/docs/challenges/building_challenges.md b/docs/challenges/building_challenges.md
index ad567238b0..e59cad3ef9 100644
--- a/docs/challenges/building_challenges.md
+++ b/docs/challenges/building_challenges.md
@@ -1,4 +1,4 @@
-# Creating Challenges for AutoGPT
+# Creating Challenges for Auto-GPT
 
 🏹 We're on the hunt for talented Challenge Creators! 🎯
 
@@ -14,7 +14,7 @@ Are you ready to play a pivotal role in Auto-GPT's journey? Apply now to become
 
 
 # Getting Started
-Clone the original AutoGPT repo and checkout to master branch
+Clone the original Auto-GPT repo and checkout to master branch
 
 
 The challenges are not written using a specific framework. They try to be very agnostic