diff --git a/scripts/cheat_sheet.py b/scripts/cheat_sheet.py
new file mode 100644
index 00000000..4c484b4e
--- /dev/null
+++ b/scripts/cheat_sheet.py
@@ -0,0 +1,29 @@
+import os
+from pathlib import Path
+
+RESOURCE_DIR = Path("..", "resources")
+CHEAT_SHEAT_DIR = Path("..", "docs", "cheat-sheet.md")
+
+resource_paths = []
+
+def walkdir(dirname):
+    for cur, _, files in os.walk(dirname):
+        for f in files:
+            full_path = f"{cur}/{f}"
+            resource_paths.append(full_path)
+
+def generate_markdown_table(resource_paths):
+    with open(CHEAT_SHEAT_DIR, "w") as md_file:
+        md_file.write("# Diagrams Cheat Sheet\n")
+        md_file.write("| Image | Python Import |\n")
+        md_file.write("| ----- | ------------- |\n")
+        for img_path in resource_paths:
+            path = Path(img_path)
+            import_path = '.'.join(path.parts[1:-1]).replace("-", "_")
+            module_name = path.parts[-1].replace(".png", "").replace("-", "_")
+            table_entry = f"| ![module_name]({path}) | `from {import_path} import {module_name}` |\n"
+            md_file.write(table_entry)
+
+if __name__ == "__main__":
+    walkdir(RESOURCE_DIR)
+    generate_markdown_table(resource_paths)