diff --git a/docs/source/builder/writing-kernels.md b/docs/source/builder/writing-kernels.md
index c5a32d5..0144f7a 100644
--- a/docs/source/builder/writing-kernels.md
+++ b/docs/source/builder/writing-kernels.md
@@ -320,3 +320,14 @@ $ nix run .#ciTests.torch210-cxx11-cpu-x86_64-linux
 
 When running the tests on a non-NixOS systems, make sure that
 [the CUDA driver library can be found](https://danieldk.eu/Software/Nix/Nix-CUDA-on-non-NixOS-systems#solutions).
+
+## Kernel docs
+
+We provide a utility to generate a system card for a given kernel, utilizing
+information from the `build.toml` and metadata. This system card provides a
+reasonable starting point and is meant to be edited afterward by the kernel
+developer.
+
+To generate the card, use the `kernels create-and-upload-card ...` command.
+Alternatively, specify `--create_card` while uploading the kernel builds
+through `kernels upload`. Refer to the [documentation](../cli.md) to know more.
\ No newline at end of file
diff --git a/kernels/src/kernels/cli/__init__.py b/kernels/src/kernels/cli/__init__.py
index 8d84df4..8143d12 100644
--- a/kernels/src/kernels/cli/__init__.py
+++ b/kernels/src/kernels/cli/__init__.py
@@ -92,6 +92,28 @@ def main():
         default=None,
         help="If set, the upload will be made to a particular branch of the provided `repo-id`.",
     )
+    upload_parser.add_argument(
+        "--create-card",
+        action="store_true",
+        help="If set, a templated system card will be generated from the kernel.",
+    )
+    upload_parser.add_argument(
+        "--card-path",
+        type=str,
+        default=None,
+        help="Path to save the generated card to (only used with --create-card).",
+    )
+    upload_parser.add_argument(
+        "--description",
+        type=str,
+        default=None,
+        help="Description to introduce the kernel (only used with --create-card).",
+    )
+    upload_parser.add_argument(
+        "--create-pr",
+        action="store_true",
+        help="If set, it will create a PR on the repo-id (only used with --create-card).",
+    )
     upload_parser.add_argument(
         "--private",
         action="store_true",
@@ -344,6 +366,10 @@ def upload_kernels(args):
         branch=args.branch,
         private=args.private,
     )
+    if args.create_card:
+        if args.card_path is None:
+            args.card_path = str(Path(args.kernel_dir).resolve() / "README.md")
+        create_and_upload_card(args)
 
 
 def create_and_upload_card(args):
diff --git a/kernels/tests/test_kernel_upload.py b/kernels/tests/test_kernel_upload.py
index 11928bf..aed398a 100644
--- a/kernels/tests/test_kernel_upload.py
+++ b/kernels/tests/test_kernel_upload.py
@@ -4,6 +4,7 @@
 import tempfile
 from dataclasses import dataclass
 from pathlib import Path
+from unittest.mock import patch
 
 import pytest
 
@@ -30,6 +31,10 @@ class UploadArgs:
     repo_id: None
     private: False
     branch: None
+    create_card: bool = False
+    card_path: str = None
+    description: str = None
+    create_pr: bool = False
 
 
 def next_filename(path: Path) -> Path:
@@ -120,3 +125,20 @@ def test_kernel_upload_deletes_as_expected():
         str(filename_to_change) in k for k in repo_filenames
     ), f"{repo_filenames=}"
     _get_hf_api().delete_repo(repo_id=REPO_ID)
+
+
+@patch("kernels.cli.create_and_upload_card")
+@patch("kernels.cli.upload_kernels_dir")
+def test_kernel_upload_calls_create_and_upload_card(mock_upload_dir, mock_create_card):
+    with tempfile.TemporaryDirectory() as tmpdir:
+        args = UploadArgs(
+            kernel_dir=tmpdir,
+            repo_id=REPO_ID,
+            private=False,
+            branch=None,
+            create_card=True,
+        )
+        upload_kernels(args)
+
+        mock_create_card.assert_called_once_with(args)
+        assert args.card_path == str(Path(tmpdir).resolve() / "README.md")