diff --git a/docs/get-involved/how-to-contribute/contribute.md b/docs/get-involved/how-to-contribute/contribute.md
index a448e8c5d775e4283e9cc4378a339b035ca42575..b552979ed5aac7c5a627c48e6b86ffcdea4859ec 100644
--- a/docs/get-involved/how-to-contribute/contribute.md
+++ b/docs/get-involved/how-to-contribute/contribute.md
@@ -19,30 +19,30 @@ Awesome! :sunglasses: Please make sure to read our *style guides* first:
 ## How to actually contribute
 
 This is how you can actually make a difference:
-The flowchart below illustrates the Merge Request workflow, along with the commands used at each stage.
+The flowchart below illustrates the Merge Request workflow.
 
 <pre class="mermaid">
 graph TB;
-  A(Clone 'Unicado Package' repository) -->|   git clone --recurse-submodules 'repository-url'   | B[Checkout submodule and create new branch];
-  B -->|"git submodule update --init --recursive <br> cd path-to-submodule <br> git fetch <br> git checkout main <br> git checkout -b new-branch"| C[Make Changes & Commit];
-  C -->|"git add . <br> git commit -m message"| E[Push to Remote Repository];
-  E -->|git push origin new-branch| G[Open Merge Request in GitLab];
-  G --> I[CI Pipeline Triggers Automated tests, linting etc...];
-  I <--> |CI Checks fail?|K{Review and CI checks Pass?};
-  G --> J[Code Review & Discussion];
-  K <-->|Approvals & Final Review| J;
-  K -- Yes ✅ --> M[Merge to main branch of the submodule];
-  M --> N(Clean Up After Merge: Deletes source barnch and close associated issues);
-  classDef wideBox width:250px, height:100px, font-size:12px, padding:10px;
-  class A,B,C,E,F,G,H,I,J,K,L,M,N wideBox;
 
+  A(Clone 'Unicado Package' repository) --> B[Update Submodules];
+  B --> C[Create new-branch];
+  C --> D[Make Changes & Commit];
+  D --> D1[Push to Remote Repository];
+  D1 --> E[Open Merge Request in GitLab];
+  E --> I[MR triggers the CI/CD pipeline];
+  I <--> |CI Checks fail?|K{Review&CI checks Pass?};
+  E --> J[Code Review & Discussion];
+  K <-->|Approvals & Final Review| J;
+  K -- Yes ✅ --> M[Merge the MR];
+  M --> N(Clean Up After Merge);
+  classDef wideBox stroke-width:3px, stroke:#FF0000, fill:#000000, color:#FFFFFF, font-size:20px, padding:15px, width:350px, height:100px;
+  class A,B,C,D,D1,E,I,J,K,M,N wideBox;
 </pre>
 
 <figure>
   <figcaption>Merge request workflow</figcaption>
 </figure>
 
-
 You cloned the UNICADO Package successfully acc. to [Get Source Code](../build-instructions/get-source-code.md). Nice! You want to make a change, e.g. fixing a bug or creating a new feature, so you create a *issue* (see also [types of contribution](#contributions)). Then you :point_up: create a feature branch, change the code and create a merge request (here a [how to](merge-request.md)). An automatic CI/CD pipeline is triggered, which helps your selected reviewer to make sure that request is ok. If it is accepted and ready-to-land :airplane:, the documentation is automatically updated. Nicely done :+1:
 
 ## Types of contribution {#contributions}
diff --git a/docs/get-involved/how-to-contribute/merge-request.md b/docs/get-involved/how-to-contribute/merge-request.md
index cd011462ce52baa07de4b779abeca0d4649d8fff..8eca905ef59c4619304bd97eaa3c4cecf6259e1a 100644
--- a/docs/get-involved/how-to-contribute/merge-request.md
+++ b/docs/get-involved/how-to-contribute/merge-request.md
@@ -19,6 +19,7 @@ There are several ways to create a merge request within GitLab, which are explai
 However, we will highlight the workflow, we prefer - but feel free to make your own choice.
 
 ## Preferred Merge Request Workflow for a Forked Repository
+
 This is the first and preferred way to make a merge request, as it is similar to our previous UNICADO workflow.
 Let's assume you have forked( if you are not a direct member of UNICADO project) and cloned the Unicado Package repoistory and updated all it's submodules following [Get Source Code](../build-instructions/get-source-code.md ). Open your preferred IDE (e.g., Visual Studio Code). Ensure that Git is integrated within your IDE. Most IDEs, such as VSCode, have built-in Git integration. Go to the sub module where you want to make the change. Create your own (local) branch, where you are developing a new feature / fixing bug / addong documentation.
 For a more detailed explanation of the steps mentioned below, watch the [Merge Request Workflow](contributor-tutorial/videos/Merge_Request_Workflow.mp4) video.