diff --git a/participants/scipy_018/doc/README.md b/participants/scipy_018/doc/README.md
index a1542d9..46bcb46 100644
--- a/participants/scipy_018/doc/README.md
+++ b/participants/scipy_018/doc/README.md
@@ -1,13 +1,16 @@
-Ok so I guess you are reading this cuz you wanna use my code. There are some
-functions that do stuf and thats:
+The PR_tutorial package contains some simple functions to demonstrate the process of creating and merging a PR request.
+
+One function computes the factorial of a number:
 
     >>> from simple_functions import factorial
     >>> factorial(10)
-    9
+    3628800
 
-and this other part does something.  I forget why that I did it:
+Another function computes the Fibonacci sequence:
 
-    >>> fibonnaccci(100)
+    >>> from simple_functions import fibonacci
+    >>> fibonacci(100)
     [0, 1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89]
 
-If you can't use it, its kind of your problem, not mine!
+If you find a bug, please report it on the issue tracker
+or submit a pull request with a fix.