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 # The Reproducibility Working Group Bibliography
 ## Welcome ! :wave:
-This repository gathers (useful) resources for the study of reproducibility in neuroimaging. This repository is maintained by the reproducibility working group led by [Camille Maumet](http://camillemaumet.com/) of the [Empenn research team](https://www.inria.fr/fr/empenn).
+This repository gathers (useful) resources for the study of reproducibility in neuroimaging. This repository contained the souce code and content of the [Reproducibility Working Group Bibliography website](https://inria-empenn.github.io/reproducibility-biblio/) and is maintained by the reproducibility working group (led by [Camille Maumet](http://camillemaumet.com/)) of the [Empenn research team](https://www.inria.fr/fr/empenn) .
 
 ## How to use this website ?
 There are two main ways to use the bibliography contained in this website:
 1. :mag: explore [the website bibliography](https://inria-empenn.github.io/reproducibility-biblio/publication/) and export references of interest
 2. :scroll: retrieve the full bibliography contained in the [publications.bib](https://github.com/Inria-Empenn/reproducibility-biblio/blob/main/publications.bib) Bibtex file
 
-The second use cas can be achieved either by directly downloading the raw [publications.bib](https://github.com/Inria-Empenn/reproducibility-biblio/blob/main/publications.bib) file or by cloning or forking the  [reproducibility-biblio](https://github.com/Inria-Empenn/reproducibility-biblio) Github repository
+The second use cas can be achieved either by directly downloading the raw [publications.bib](https://github.com/Inria-Empenn/reproducibility-biblio/blob/main/publications.bib) file or by cloning or forking the  [reproducibility-biblio](https://github.com/Inria-Empenn/reproducibility-biblio) Github repository.
+
 > [!TIP]
 > Please check the relevant GitHub documentation to know more about [cloning](https://docs.github.com/en/repositories/creating-and-managing-repositories/cloning-a-repository) and [forking](https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/working-with-forks)
 
@@ -15,7 +16,14 @@ The second use cas can be achieved either by directly downloading the raw [publi
 We warmly welcome all contributions! There are several ways to contribute, including
 + add new references
 + report an error in a reference
-+ suggest new keywords for classifying references
+  
+To contribute please [open an issue](https://github.com/Inria-Empenn/reproducibility-biblio/issues/new/choose) you should end up in page similar to the image below.
+Then select the issue template that best fits your contribution
+![image](https://github.com/user-attachments/assets/9be2f2ff-c496-435b-b6d2-8d625df8bf2a)
+
+> [!TIP]
+> If no template issue fits your contribution please click on the _Open a blank issue_ link
+
 
 ## Shared Zotero Library :books: