diff --git a/Makefile b/Makefile
index 7bc465a..c2bdade 100644
--- a/Makefile
+++ b/Makefile
@@ -1,8 +1,6 @@
 .PHONY: clean cleanall develop list-sessions tests doc
 
 develop: sync
-	pdm run python -c "from fluidfft_builder import create_fake_modules as c; c()"
-	pdm run pip install -e . --no-deps --no-build-isolation -v
 	pdm run pip install -e plugins/fluidfft-fftw --no-build-isolation -v
 
 develop_mpi_with_fftw:
@@ -18,7 +16,7 @@ develop_p3dfft:
 	pdm run pip install -e plugins/fluidfft-p3dfft --no-build-isolation -v
 
 sync:
-	pdm sync --clean --no-self
+	pdm sync --clean
 
 lock:
 	pdm lock
diff --git a/noxfile.py b/noxfile.py
index 3beaa28..1efac0c 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -32,6 +32,7 @@
 
 @nox.session(reuse_venv=True)
 def validate_code(session):
+    """Validate the code with black and pylint"""
     session.run_always(
         "pdm", "sync", "--clean", "-G", "lint", "--no-self", external=True
     )
@@ -119,13 +120,18 @@ def test_plugin(package_name):
 
 @nox.session(reuse_venv=True)
 def doc(session):
+    """Build the documentation"""
     session.run_always(
         "pdm", "sync", "--clean", "-G", "doc", "--no-self", external=True
     )
     session.run_always(
-        "python", "-c", "from fluidfft_builder import create_fake_modules as c; c()"
+        "python",
+        "-c",
+        "from fluidfft_builder import create_fake_modules as c; c()",
+    )
+    session.install(
+        ".", "--no-deps", "-C", "setup-args=-Dtransonic-backend=python"
     )
-    session.install(".", "--no-deps", "-C", "setup-args=-Dtransonic-backend=python")
     session.chdir("doc")
     session.run("make", "cleanall", external=True)
     session.run("make", external=True)
@@ -158,9 +164,12 @@ def _get_version_from_pyproject(path=Path.cwd()):
 
 @nox.session(name="add-tag-for-release", venv_backend="none")
 def add_tag_for_release(session):
+    """Add a version tag in the repo"""
     session.run("hg", "pull", external=True)
 
-    result = session.run(*"hg log -r default -G".split(), external=True, silent=True)
+    result = session.run(
+        *"hg log -r default -G".split(), external=True, silent=True
+    )
     if result[0] != "@":
         session.run("hg", "update", "default", external=True)
 
@@ -189,7 +198,7 @@ def add_tag_for_release(session):
 
 @nox.session(name="release-plugin", reuse_venv=True)
 def release_plugin(session):
-    """Release a plugin on PyPI."""
+    """Release a plugin on PyPI"""
 
     for project in ("build", "twine", "lastversion"):
         session.install(project)
@@ -197,7 +206,9 @@ def release_plugin(session):
     try:
         short_name = session.posargs[0]
     except IndexError:
-        session.error("No short name given. Use as `nox -R -s release-plugin -- fftw`")
+        session.error(
+            "No short name given. Use as `nox -R -s release-plugin -- fftw`"
+        )
     print(short_name)
 
     path = Path.cwd() / f"plugins/fluidfft-{short_name}"
@@ -244,3 +255,17 @@ def release_plugin(session):
         return
 
     session.run("twine", "upload", "dist/*")
+
+
+@nox.session(name="create-fake-modules", reuse_venv=True)
+def create_fake_modules(session):
+    """Create fake modules for doc"""
+
+    session.install("-e", "./plugins/fluidfft-builder")
+    session.install("black")
+    session.run(
+        "python",
+        "-c",
+        "from fluidfft_builder import create_fake_modules as c; c()",
+    )
+    session.run("black", "src/fluidfft")
diff --git a/pyproject.toml b/pyproject.toml
index 0ec1ab2..a9fc8b7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -93,6 +93,7 @@ doc = [
 lint = ["black", "pylint"]
 
 [tool.pdm.scripts]
+pre_install = "nox -s create-fake-modules"
 black = 'black -l 82 src doc plugins tests --exclude "/(__pythran__|__python__|__numba__|build|doc/_build|\.ipynb_checkpoints/*)/"'
 black_check = 'black --check -l 82 src doc plugins tests --exclude "/(__pythran__|__python__|__numba__|build|doc/_build|\.ipynb_checkpoints/*)/"'
 lint = {shell="pylint -rn --rcfile=pylintrc --jobs=$(nproc) src doc tests plugins --exit-zero"}
@@ -103,6 +104,8 @@ excludes = ["fluidfft-fftw", "fluidfft-mpi_with_fftw", "fluidfft-fftwmpi", "flui
 
 [tool.pdm.options]
 lock = ["-G", "pyfftw", "-G", "dask", "-G", "mpi"]
+sync = ["--no-isolation"]
+install = ["--no-isolation"]
 
 [tool.coverage.run]
 source = [
@@ -142,3 +145,6 @@ directory = ".coverage"
 
 [tool.coverage.xml]
 output = ".coverage/coverage.xml"
+
+[tool.black]
+line-length = 82