diff --git a/pkgs/development/interpreters/python/python-packages-base.nix b/pkgs/development/interpreters/python/python-packages-base.nix
index 92b0a456b077..738248a2cf04 100644
--- a/pkgs/development/interpreters/python/python-packages-base.nix
+++ b/pkgs/development/interpreters/python/python-packages-base.nix
@@ -16,17 +16,22 @@ let
   # This function introduces `overridePythonAttrs` and it overrides the call to `buildPythonPackage`.
   makeOverridablePythonPackage = f: origArgs:
     let
-      ff = f origArgs;
-      overrideWith = newArgs: origArgs // (if pkgs.lib.isFunction newArgs then newArgs origArgs else newArgs);
+      args = lib.fix (lib.extends
+        (_: previousAttrs: {
+          passthru = (previousAttrs.passthru or { }) // {
+            overridePythonAttrs = newArgs: makeOverridablePythonPackage f (overrideWith newArgs);
+          };
+        })
+        (_: origArgs));
+      result = f args;
+      overrideWith = newArgs: args // (if pkgs.lib.isFunction newArgs then newArgs args else newArgs);
     in
-      if builtins.isAttrs ff then (ff // {
+      if builtins.isAttrs result then result
+      else if builtins.isFunction result then {
         overridePythonAttrs = newArgs: makeOverridablePythonPackage f (overrideWith newArgs);
-      })
-      else if builtins.isFunction ff then {
-        overridePythonAttrs = newArgs: makeOverridablePythonPackage f (overrideWith newArgs);
-        __functor = self: ff;
+        __functor = self: result;
       }
-      else ff;
+      else result;
 
   buildPythonPackage = makeOverridablePythonPackage (lib.makeOverridable (callPackage ./mk-python-derivation.nix {
     inherit namePrefix;     # We want Python libraries to be named like e.g. "python3.6-${name}"