diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 5b44ede..c1918fa 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -4,7 +4,7 @@ on:
     - cron: "0 */4 * * *"
   workflow_dispatch:
   repository_dispatch:
-    types: [ pypi_release ]
+    types: [pypi_release]
 
 jobs:
   build:
@@ -14,24 +14,23 @@ jobs:
       - if: ${{ startsWith(github.event_name, 'repository_dispatch') }}
         run: sleep 30
 
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
 
       - uses: actions/setup-python@v4
         with:
-          python-version: "3.x"
+          python-version: "3.11"
+          cache: pip
+          cache-dependency-path: requirements-dev.txt
 
-      - run: pip install pre-commit-mirror-maker
+      - run: pip install -r requirements-dev.txt
 
       - name: set git config
         run: |
           git config user.name 'Github Actions'
           git config --global user.email '41898282+github-actions[bot]@users.noreply.github.com'
 
-      - run: pre-commit-mirror --language python --package-name ruff --entry 'ruff check --force-exclude' --id ruff --types-or python --types-or pyi --require-serial --description "Run 'ruff' for extremely fast Python linting" .
+      - run: python mirror.py
 
-      - run: git push origin HEAD:refs/heads/main --tags
-
-      - name: "Update version in README.md"
-        run: python update_version.py
-
-      - run: git push origin HEAD:refs/heads/main
+      - run: |
+          git push origin HEAD:refs/heads/main
+          git push origin HEAD:refs/heads/main --tags
diff --git a/.pre-commit-hooks.yaml b/.pre-commit-hooks.yaml
index 3dce9c5..2c1ddf8 100644
--- a/.pre-commit-hooks.yaml
+++ b/.pre-commit-hooks.yaml
@@ -3,17 +3,18 @@
   description: "Run 'ruff' for extremely fast Python linting"
   entry: ruff check --force-exclude
   language: python
-  "types_or": [python, pyi]
+  types_or: [python, pyi]
   args: []
   require_serial: true
   additional_dependencies: []
   minimum_pre_commit_version: "2.9.2"
+
 - id: ruff-format
   name: ruff-format
   description: "Run 'ruff format' for extremely fast Python formatting"
   entry: ruff format --force-exclude
   language: python
-  "types_or": [python, pyi]
+  types_or: [python, pyi]
   args: []
   require_serial: true
   additional_dependencies: []
diff --git a/.version b/.version
deleted file mode 100644
index fa175fd..0000000
--- a/.version
+++ /dev/null
@@ -1 +0,0 @@
-0.0.291
diff --git a/mirror.py b/mirror.py
new file mode 100644
index 0000000..48ae1c0
--- /dev/null
+++ b/mirror.py
@@ -0,0 +1,75 @@
+import re
+import subprocess
+import typing
+from pathlib import Path
+
+import tomllib
+import urllib3
+from packaging.requirements import Requirement
+from packaging.version import Version
+
+
+def main():
+    with open(Path(__file__).parent / "pyproject.toml", "rb") as f:
+        pyproject = tomllib.load(f)
+
+    all_versions = get_all_versions()
+    current_version = get_current_version(pyproject=pyproject)
+    target_versions = [v for v in all_versions if v > current_version]
+
+    for version in target_versions:
+        paths = process_version(version)
+        if subprocess.check_output(["git", "status", "-s"]).strip():
+            subprocess.run(["git", "add", *paths])
+            subprocess.run(["git", "commit", "-m", f"Mirror: {version}"])
+            subprocess.run(["git", "tag", f"v{version}"])
+        else:
+            print(f"No change v{version}")
+
+
+def get_all_versions() -> typing.List[Version]:
+    response = urllib3.request("GET", "https://pypi.org/pypi/ruff/json")
+    if response.status != 200:
+        raise RuntimeError("Failed to fetch versions from pypi")
+
+    versions = [Version(release) for release in response.json()["releases"]]
+    return sorted(versions)
+
+
+def get_current_version(pyproject: dict) -> Version:
+    requirements = [Requirement(d) for d in pyproject["project"]["dependencies"]]
+    requirement = next((r for r in requirements if r.name == "ruff"), None)
+    assert requirement is not None, "pyproject.toml does not have ruff requirement"
+
+    specifiers = list(requirement.specifier)
+    assert (
+        len(specifiers) == 1 and specifiers[0].operator == "=="
+    ), f"ruff's specifier should be exact matching, but `{requirement}`"
+
+    return Version(specifiers[0].version)
+
+
+def process_version(version: Version) -> typing.Sequence[str]:
+    def replace_pyproject_toml(content: str) -> str:
+        return re.sub(r'"ruff==.*"', f'"ruff=={version}"', content)
+
+    def replace_readme_md(content: str) -> str:
+        content = re.sub(r"rev: v\d+\.\d+\.\d+", f"rev: v{version}", content)
+        return re.sub(r"/ruff/\d+\.\d+\.\d+\.svg", f"/ruff/{version}.svg", content)
+
+    paths = {
+        "pyproject.toml": replace_pyproject_toml,
+        "README.md": replace_readme_md,
+    }
+
+    for path, replacer in paths.items():
+        with open(path) as f:
+            content = replacer(f.read())
+        with open(path, mode="w") as f:
+            f.write(content)
+
+    return tuple(paths.keys())
+
+
+if __name__ == "__main__":
+    main()
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..9499a00
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,13 @@
+[project]
+name = "ruff-pre-commit"
+version = "0.0.0"
+dependencies = [
+    "ruff==0.0.291",
+]
+
+[project.optional-dependencies]
+dev = [
+    "packaging~=23.1",
+    "pip-tools>=7.3.0,<8.0.0",
+    "urllib3>=2.0.5,<3.0.0",
+]
diff --git a/requirements-dev.txt b/requirements-dev.txt
new file mode 100644
index 0000000..ec9cbe4
--- /dev/null
+++ b/requirements-dev.txt
@@ -0,0 +1,49 @@
+#
+# This file is autogenerated by pip-compile with Python 3.11
+# by the following command:
+#
+#    pip-compile --extra=dev --generate-hashes --output-file=./requirements-dev.txt --unsafe-package=ruff ./pyproject.toml
+#
+build==1.0.3 \
+    --hash=sha256:538aab1b64f9828977f84bc63ae570b060a8ed1be419e7870b8b4fc5e6ea553b \
+    --hash=sha256:589bf99a67df7c9cf07ec0ac0e5e2ea5d4b37ac63301c4986d1acb126aa83f8f
+    # via pip-tools
+click==8.1.7 \
+    --hash=sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28 \
+    --hash=sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de
+    # via pip-tools
+packaging==23.1 \
+    --hash=sha256:994793af429502c4ea2ebf6bf664629d07c1a9fe974af92966e4b8d2df7edc61 \
+    --hash=sha256:a392980d2b6cffa644431898be54b0045151319d1e7ec34f0cfed48767dd334f
+    # via
+    #   build
+    #   ruff-pre-commit (./pyproject.toml)
+pip==23.2.1 \
+    --hash=sha256:7ccf472345f20d35bdc9d1841ff5f313260c2c33fe417f48c30ac46cccabf5be \
+    --hash=sha256:fb0bd5435b3200c602b5bf61d2d43c2f13c02e29c1707567ae7fbc514eb9faf2
+    # via pip-tools
+pip-tools==7.3.0 \
+    --hash=sha256:8717693288720a8c6ebd07149c93ab0be1fced0b5191df9e9decd3263e20d85e \
+    --hash=sha256:8e9c99127fe024c025b46a0b2d15c7bd47f18f33226cf7330d35493663fc1d1d
+    # via ruff-pre-commit (./pyproject.toml)
+pyproject-hooks==1.0.0 \
+    --hash=sha256:283c11acd6b928d2f6a7c73fa0d01cb2bdc5f07c57a2eeb6e83d5e56b97976f8 \
+    --hash=sha256:f271b298b97f5955d53fb12b72c1fb1948c22c1a6b70b315c54cedaca0264ef5
+    # via build
+setuptools==68.2.2 \
+    --hash=sha256:4ac1475276d2f1c48684874089fefcd83bd7162ddaafb81fac866ba0db282a87 \
+    --hash=sha256:b454a35605876da60632df1a60f736524eb73cc47bbc9f3f1ef1b644de74fd2a
+    # via pip-tools
+urllib3==2.0.5 \
+    --hash=sha256:13abf37382ea2ce6fb744d4dad67838eec857c9f4f57009891805e0b5e123594 \
+    --hash=sha256:ef16afa8ba34a1f989db38e1dbbe0c302e4289a47856990d0682e374563ce35e
+    # via ruff-pre-commit (./pyproject.toml)
+wheel==0.41.2 \
+    --hash=sha256:0c5ac5ff2afb79ac23ab82bab027a0be7b5dbcf2e54dc50efe4bf507de1f7985 \
+    --hash=sha256:75909db2664838d015e3d9139004ee16711748a52c8f336b52882266540215d8
+    # via pip-tools
+
+# WARNING: The following packages were not pinned, but pip requires them to be
+# pinned when the requirements file includes hashes and the requirement is not
+# satisfied by a package already installed. Consider using the --allow-unsafe flag.
+# ruff
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 0ff87ce..0000000
--- a/setup.py
+++ /dev/null
@@ -1,10 +0,0 @@
-from __future__ import annotations
-
-from setuptools import setup
-
-
-setup(
-    name='pre_commit_placeholder_package',
-    version='0.0.0',
-    install_requires=['ruff==0.0.291'],
-)
diff --git a/update_version.py b/update_version.py
deleted file mode 100644
index b98868f..0000000
--- a/update_version.py
+++ /dev/null
@@ -1,26 +0,0 @@
-"""Updates the version in the readme and git commit."""
-
-import re
-from pathlib import Path
-from subprocess import check_call, check_output
-
-
-def main():
-    readme_md = Path("README.md")
-    readme = readme_md.read_text()
-    rev = Path(".version").read_text().strip()
-    readme = re.sub(r"rev: v\d+\.\d+\.\d+", f"rev: v{rev}", readme)
-    readme = re.sub(r"/ruff/\d+\.\d+\.\d+\.svg", f"/ruff/{rev}.svg", readme)
-    readme_md.write_text(readme)
-
-    # Only commit on change.
-    # https://stackoverflow.com/a/9393642/3549270
-    if check_output(["git", "status", "-s"]).strip():
-        check_call(["git", "add", readme_md])
-        check_call(["git", "commit", "-m", f"Bump README.md version to {rev}"])
-    else:
-        print("No change")
-
-
-if __name__ == "__main__":
-    main()