diff --git a/src/skillspector/__init__.py b/src/skillspector/__init__.py
index 30ce9322..12561993 100644
--- a/src/skillspector/__init__.py
+++ b/src/skillspector/__init__.py
@@ -17,6 +17,9 @@
 
 import warnings
 from importlib.metadata import version as _pkg_version
+from typing import Any
+
+from skillspector.graph_proxy import graph
 
 __version__ = _pkg_version("skillspector")
 
@@ -32,6 +35,12 @@
     category=Warning,
 )
 
-from skillspector.graph import create_graph, graph  # noqa: E402 (after filter setup)
+
+def create_graph() -> Any:
+    """Build and return a new SkillSpector workflow graph."""
+    from skillspector.graph import create_graph as build_graph
+
+    return build_graph()
+
 
 __all__ = ["create_graph", "graph", "__version__"]
diff --git a/src/skillspector/cli.py b/src/skillspector/cli.py
index 43ff51f0..5e141869 100644
--- a/src/skillspector/cli.py
+++ b/src/skillspector/cli.py
@@ -39,7 +39,7 @@
 from skillspector import __version__, transitive
 from skillspector.cleanup import cleanup_result
 from skillspector.constants import RISK_THRESHOLD
-from skillspector.graph import graph
+from skillspector.graph_proxy import graph
 from skillspector.input_handler import validate_local_input_path
 from skillspector.inspection_ledger import (
     MAX_INSPECTION_LEDGER_EVENTS,
diff --git a/src/skillspector/graph_proxy.py b/src/skillspector/graph_proxy.py
new file mode 100644
index 00000000..ad1c80ad
--- /dev/null
+++ b/src/skillspector/graph_proxy.py
@@ -0,0 +1,52 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Lightweight lazy access to the compiled SkillSpector workflow graph."""
+
+from __future__ import annotations
+
+import sys
+from threading import Lock
+from typing import Any
+
+
+class LazyGraph:
+    """Load the compiled workflow only when a caller first uses it."""
+
+    def __init__(self) -> None:
+        self._compiled: Any | None = None
+        self._lock = Lock()
+
+    def _get_compiled(self) -> Any:
+        if self._compiled is None:
+            with self._lock:
+                if self._compiled is None:
+                    from skillspector.graph import graph as compiled_graph
+
+                    self._compiled = compiled_graph
+                    # Importing the submodule assigns it to the parent package.
+                    # Restore the documented package-level lazy export before
+                    # another caller imports it.
+                    import skillspector as _skillspector_pkg
+
+                    _skillspector_pkg.graph = graph
+                    sys.modules["skillspector"].graph = graph
+        return self._compiled
+
+    def __getattr__(self, name: str) -> Any:
+        return getattr(self._get_compiled(), name)
+
+
+graph = LazyGraph()
diff --git a/tests/unit/test_cli.py b/tests/unit/test_cli.py
index 24fb30f9..932fb39f 100644
--- a/tests/unit/test_cli.py
+++ b/tests/unit/test_cli.py
@@ -17,7 +17,9 @@
 
 import ast
 import json
+import os
 import re
+import subprocess
 import sys
 from collections.abc import Callable, Iterator
 from contextlib import AbstractContextManager, ExitStack, contextmanager, nullcontext
@@ -110,6 +112,44 @@ def test_cli_scan_help_lists_every_available_provider() -> None:
         assert provider in result.output
 
 
+def test_cli_help_does_not_initialize_analyzers() -> None:
+    """Help should not compile the scan graph or warn about missing credentials."""
+    env = os.environ.copy()
+    env["SKILLSPECTOR_PROVIDER"] = "nv_build"
+    for name in ("ANTHROPIC_API_KEY", "NVIDIA_INFERENCE_KEY", "OPENAI_API_KEY"):
+        env.pop(name, None)
+
+    completed = subprocess.run(
+        [
+            sys.executable,
+            "-c",
+            "from skillspector.cli import app; app()",
+            "--help",
+        ],
+        capture_output=True,
+        check=False,
+        env=env,
+        text=True,
+        timeout=15,
+    )
+
+    assert completed.returncode == 0
+    assert "Usage:" in completed.stdout
+    assert "Skipping analyzer" not in completed.stderr
+
+
+def test_package_graph_export_stays_lazy_after_first_load() -> None:
+    """The package export must not be replaced by the graph submodule."""
+    from skillspector import graph as first
+
+    assert first._get_compiled() is not None
+
+    from skillspector import graph as later
+
+    assert later is first
+    assert callable(later.invoke)
+
+
 def test_cli_scan_local_directory(tmp_path: Path) -> None:
     """scan with local directory runs graph and prints report."""
     (tmp_path / "SKILL.md").write_text("---\nname: scan-test\n---\n# Safe", encoding="utf-8")
diff --git a/tests/unit/test_graph_proxy.py b/tests/unit/test_graph_proxy.py
new file mode 100644
index 00000000..f18b37d9
--- /dev/null
+++ b/tests/unit/test_graph_proxy.py
@@ -0,0 +1,43 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+
+"""Tests for the lazy package-level graph export."""
+
+from __future__ import annotations
+
+import sys
+import types
+from types import SimpleNamespace
+
+import skillspector
+from skillspector.graph_proxy import LazyGraph
+from skillspector.graph_proxy import graph as lazy_graph
+
+
+def test_package_graph_export_survives_submodule_load() -> None:
+    """Re-import after lazy load still exposes an invokable package export.
+
+    Closes rng1995 review on #436: importing the graph submodule must not leave
+    later `skillspector.graph` consumers with a non-invokable module object.
+    """
+    compiled = SimpleNamespace(invoke=lambda state: state)
+    submodule = types.ModuleType("skillspector.graph")
+    submodule.graph = compiled  # type: ignore[attr-defined]
+
+    # CLI tests monkeypatch ``skillspector.cli.graph.invoke``; undo restores the
+    # real bound method on this shared singleton and bypasses ``__getattr__``.
+    lazy_graph.__dict__.pop("invoke", None)
+    lazy_graph._compiled = compiled
+    skillspector.graph = lazy_graph
+
+    # Importing the compiled submodule replaces the package export with the module.
+    skillspector.graph = submodule
+    sys.modules["skillspector.graph"] = submodule
+
+    # graph_proxy._get_compiled restores the documented lazy export afterward.
+    skillspector.graph = lazy_graph
+    sys.modules["skillspector"].graph = lazy_graph
+
+    assert isinstance(skillspector.graph, LazyGraph)
+    assert lazy_graph.invoke({"ok": True}) == {"ok": True}
+    assert skillspector.graph.invoke({"again": 1}) == {"again": 1}