diff --git a/.github/workflows/code-format.yml b/.github/workflows/code-format.yml
index e9a874f14c..13b90566f3 100644
--- a/.github/workflows/code-format.yml
+++ b/.github/workflows/code-format.yml
@@ -50,7 +50,7 @@ jobs:
           pip install isort==5.6.4
           pip --version
       - name: isort
-        run: isort --settings-path=./pyproject.toml --check-only .
+        run: isort --check-only .
 
   typing-check-mypy:
     runs-on: ubuntu-20.04
diff --git a/pyproject.toml b/pyproject.toml
deleted file mode 100644
index 0de6ce2122..0000000000
--- a/pyproject.toml
+++ /dev/null
@@ -1,9 +0,0 @@
-[tool.isort]
-known_first_party = [
-    "pl_bolts",
-    "tests",
-    "notebooks",
-]
-profile = "black"
-line_length = 120
-order_by_type = "False"
diff --git a/setup.cfg b/setup.cfg
index 080004f375..bc0f40e000 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -62,6 +62,17 @@ description-file = README.md
 # long_description = file:README.md
 # long_description_content_type = text/markdown
 
+[isort]
+known_first_party =
+    pl_bolts
+    tests
+    notebooks
+line_length = 120
+order_by_type = False
+# 3 - Vertical Hanging Indent
+multi_line_output = 3
+include_trailing_comma = True
+
 [mypy]
 # Typing tests is low priority, but enabling type checking on the
 # untyped test functions (using `--check-untyped-defs`) is still