diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index 34229ab..69b3b47 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -2,7 +2,7 @@ name: Github CI
 
 on:
   push:
-    branches: ['main']
+    branches: ['main', 'poetry']
   pull_request:
 
 jobs:
@@ -11,7 +11,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ['3.8']
+        python-version: ['3.10']
 
     steps:
       - uses: actions/checkout@v4
@@ -24,15 +24,15 @@ jobs:
       - name: Install Pipenv
         run: |
           python -m pip install --upgrade pip
-          python -m pip install pipenv
+          python -m pip install poetry
 
       - name: Install dependencies
         run: |
-          pipenv install --dev
+          poetry install
 
       - name: Run tests with coverage
         run: |
-          pipenv run coverage-xml
+          poetry run pytest --cov=src/ --cov-report=xml --no-cov-on-fail
 
       - name: Send coverage to CodeCov
         uses: codecov/codecov-action@v3
@@ -49,7 +49,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v5
         with:
-          python-version: '3.8'
+          python-version: '3.10'
 
       - name: Install lint dependencies
         run: pip install flake8 mypy isort
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 055dbe4..d104ce4 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,43 +1,64 @@
-# How to Contribute
+# Contributing Guide
 
-## Install Development Dependencies (Using Pipenv)
+Thank you for your interest in contributing to the **commitlint** project!
+Your contributions will help improve and enhance this tool.
+Please take a moment to review the following guidelines before getting started.
 
-All the dependencies are managed by Pipenv. Please install Pipenv on your system first by following the instructions at [https://pipenv.pypa.io/en/latest/installation.html](https://pipenv.pypa.io/en/latest/installation.html).
+## Prerequisites
 
-Once Pipenv is installed, you can install the development dependencies by running the following command:
+Before contributing, ensure that you have the following:
 
-```bash
-pipenv install --dev
-```
+- **Python 3.10 or higher** installed. Download it from the [official Python website](https://www.python.org/downloads/).
+- **Poetry** installed for dependency management. Follow the [Poetry installation guide](https://python-poetry.org/docs/#installation).
+
+## Getting Started
+
+To set up the project on your local machine, follow these steps:
+
+1. **Fork** the repository on GitHub.
+2. **Clone** the forked repository to your local machine:
+
+   ```bash
+   git clone https://github.com/<your-username>/commitlint.git
+   cd commitlint
+   ```
+
+3. **Install dependencies**:
+
+   ```bash
+   poetry install
+   ```
 
-## Install pre-commit hooks
+4. **Verify your setup**:
 
-To install pre-commit and commit-msg hook for this project, run the following command:
+   ```bash
+   poetry run commitlint --version
+   ```
+
+## Tests
+
+Run tests
 
 ```bash
-pipenv run install-hooks
+poetry run pytest
 ```
 
-## Run tests
-
-Run the tests using the below command:
+Run tests with coverage
 
 ```bash
-pipenv run test
+poetry run pytest --cov=src
 ```
 
-## Before submitting
+Generate html coverage
 
-Before submitting your Pull Request, please do the following steps:
+```bash
+poetry run pytest --cov=src/ --cov-report=html
+```
 
-1. Add any changes you want.
-1. Add tests for the new changes.
-1. Edit documentation (`README.md`) if you have changed something significant.
-1. Commit your changes using [semantic commit message](https://seesparkbox.com/foundry/semantic_commit_messages).
-   Examples: `"fix: Fixed foobar bug"`, `"feat(accounts): Added foobar feature on accounts"`.
+## Use pre-commit hook
 
-## Other help
+Install pre-commit hook using the command below.
 
-You can contribute by spreading a word about this library.
-It would also be a huge contribution to write a short article on how you are using this project.
-You can also share your best practices with us.
+```bash
+poetry run pre-commit install --hook-type pre-commit --hook-type commit-msg
+```
diff --git a/action.yml b/action.yml
index c5195e6..e397c54 100644
--- a/action.yml
+++ b/action.yml
@@ -33,7 +33,7 @@ runs:
     - name: Install Python
       uses: actions/setup-python@v5.1.0
       with:
-        python-version: '3.8'
+        python-version: '3.10'
 
     - name: Commitlint Action
       id: commitlint
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..9bd3701
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,427 @@
+# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand.
+
+[[package]]
+name = "cfgv"
+version = "3.4.0"
+description = "Validate configuration and produce human readable error messages."
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"},
+    {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
+]
+
+[[package]]
+name = "colorama"
+version = "0.4.6"
+description = "Cross-platform colored terminal text."
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["test"]
+markers = "sys_platform == \"win32\""
+files = [
+    {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
+    {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
+]
+
+[[package]]
+name = "coverage"
+version = "7.6.12"
+description = "Code coverage measurement for Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["test"]
+files = [
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+
+[package.extras]
+toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
+
+[[package]]
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+optional = false
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+groups = ["dev"]
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+
+[[package]]
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+description = "Backport of PEP 654 (exception groups)"
+optional = false
+python-versions = ">=3.7"
+groups = ["test"]
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+]
+
+[[package]]
+name = "virtualenv"
+version = "20.29.2"
+description = "Virtual Python Environment builder"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "virtualenv-20.29.2-py3-none-any.whl", hash = "sha256:febddfc3d1ea571bdb1dc0f98d7b45d24def7428214d4fb73cc486c9568cce6a"},
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+]
+
+[package.dependencies]
+distlib = ">=0.3.7,<1"
+filelock = ">=3.12.2,<4"
+platformdirs = ">=3.9.1,<5"
+
+[package.extras]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\" or platform_python_implementation == \"CPython\" and sys_platform == \"win32\" and python_version >= \"3.13\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""]
+
+[metadata]
+lock-version = "2.1"
+python-versions = ">=3.10"
+content-hash = "af185197c4861925bd4cc52e444998bbe96200b9467958de378c5c8d36839116"
diff --git a/pyproject.toml b/pyproject.toml
index 9787c3b..0a8be39 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,3 +1,48 @@
+[tool.poetry]
+name = "commitlint"
+version = "0.2.0"
+description = "commitlint is a pre-commit hook designed to lint your commit messages according to the Conventional Commits standard."
+authors = [
+    "opensource-nepal <aj3sshh@gmail.com>",
+    "sugatbajracharya49@gmail.com"
+]
+license = "GPL-3.0"
+readme = "README.md"
+repository = "https://github.com/opensource-nepal/commitlint"
+homepage = "https://github.com/opensource-nepal/commitlint"
+keywords = [
+    "commitlint", "commit lint", "python commitlint", "conventional commit",
+    "conventional commit message", "python commit", "github actions", "pre-commit"
+]
+classifiers = [
+    "Programming Language :: Python :: 3 :: Only",
+    "Programming Language :: Python :: 3.10"
+]
+packages = [{ include = "commitlint", from = "src" }]
+
+[tool.poetry.urls]
+Changelog = "https://github.com/opensource-nepal/commitlint/blob/main/CHANGELOG.md"
+Issues = "https://github.com/opensource-nepal/commitlint/issues"
+
+[tool.poetry.dependencies]
+python = ">=3.10"
+
+[tool.poetry.group.dev.dependencies]
+pre-commit = "*"
+
+[tool.poetry.group.test.dependencies]
+pytest = "^7.3.2"
+pytest-cov = "^4.1.0"
+
+[tool.poetry.scripts]
+commitlint = "commitlint.cli:main"
+
 [build-system]
-requires = ["setuptools", "wheel"]
-build-backend = "setuptools.build_meta"
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.pytest.ini_options]
+pythonpath = "src"
+testpaths = ["tests"]
+python_files = "test_*.py"
+addopts = "-vvv"