diff --git a/add_categories b/irrelevant/add_categories
similarity index 100%
rename from add_categories
rename to irrelevant/add_categories
diff --git a/generate_contributions.py b/irrelevant/generate_contributions.py
similarity index 100%
rename from generate_contributions.py
rename to irrelevant/generate_contributions.py
diff --git a/generated.md b/irrelevant/generated.md
similarity index 100%
rename from generated.md
rename to irrelevant/generated.md
diff --git a/initial.md b/irrelevant/initial.md
similarity index 100%
rename from initial.md
rename to irrelevant/initial.md
diff --git a/parse_readme.py b/irrelevant/parse_readme.py
similarity index 91%
rename from parse_readme.py
rename to irrelevant/parse_readme.py
index 8e9e9eb..6cfbebb 100644
--- a/parse_readme.py
+++ b/irrelevant/parse_readme.py
@@ -1,4 +1,15 @@
 # -*- coding: utf-8 -*-
+
+"""
+This inefficient module would parse the README.md in the initial version of
+WTFPython, and enabl me to categorize and reorder a hell lot of examples with
+the help of the file `add_categories` (part of which is automatically
+generated).
+
+After the refactor, this module would not work now with necessary updates in
+the code.
+"""
+
 fname = "README.md"
 snippets = []
 
@@ -11,7 +22,6 @@ with open(fname, 'r') as f:
             # check if it's a H3
             if line.startswith("### "):
                 title = line.replace("### ", "")
-                # print(title, "found")
                 description = []
                 next_line = lines.next()
 
@@ -20,8 +30,6 @@ with open(fname, 'r') as f:
                     description.append(next_line)
                     next_line = lines.next()
 
-                # print("Description captured", description[:10])
-
                 explanation = []
                 # store lines again until --- or another H3 is encountered
                 while not (next_line.startswith("---") or
@@ -29,9 +37,6 @@ with open(fname, 'r') as f:
                     explanation.append(next_line)
                     next_line = lines.next()
 
-                # print("explanation captured", explanation[:10])
-
-
                 # Store the results finally
                 snippets.append({
                         "title": title,
@@ -75,7 +80,6 @@ with open("add_categories", "r") as f:
             }
             content.next()
     except StopIteration:
-        print("Done!")
 
 for idx, snip in enumerate(snippets):
     snippets[idx]["category"] = snips_by_title[snip["title"]]["category"]