diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index bb45244..f7eb177 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -12,8 +12,8 @@
 
 ## Repository structure
 
-- **src/`aki_prj23_transparenzregister`**:
-    - This sub-folder/`package` contains several subdirectories:
+- **`src/aki_prj23_transparenzregister`**:
+    - This sub-folder / `package` contains several subdirectories:
         - `ai`:
             - Houses AI models and pipelines, including NER and sentiment analysis.
         - `config`:
@@ -53,7 +53,7 @@ We decided to use english on everything close to code but will write longer text
 german.
 
 ## Pre-Commit Usage
-- [Install pre-commit](https://pre-commit.com/#install) `pre-commit install --install-hooks -t post-checkout -t post-merge -t pre-commit`
+- [Install pre-commit](https://pre-commit.com/#install): `pre-commit install --install-hooks -t post-checkout -t post-merge -t pre-commit`
 
 - the following code format rules are so enforced:
     - Whitespace formatting: