diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index a5ee6fa..67c87a7 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -24,7 +24,7 @@ jobs:
         python-version: [3.9, 3.11]
 
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
 
     - name: Set up Python ${{ matrix.python-version }}
       uses: actions/setup-python@v4
diff --git a/.github/workflows/doc.yml b/.github/workflows/doc.yml
index ba10ce7..dd6d5f5 100644
--- a/.github/workflows/doc.yml
+++ b/.github/workflows/doc.yml
@@ -20,7 +20,7 @@ jobs:
   docs:
     runs-on: windows-latest
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
       - uses: actions/setup-python@v4
       - name: Install dependencies
         run: |
diff --git a/.gitignore b/.gitignore
index 37396e7..eacb868 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,6 @@
+# Temporary Files
+tmp/
+
 # Coverage Report
 python_junit.xml
 
diff --git a/MANIFEST.in b/MANIFEST.in
index 4819e53..36d04a3 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -9,7 +9,6 @@ include Makefile
 
 prune .vscode
 prune .github
-prune scripts
 prune docs
 exclude .gitignore
 exclude .gitattributes
diff --git a/Makefile b/Makefile
index dd749c9..f555066 100644
--- a/Makefile
+++ b/Makefile
@@ -44,7 +44,7 @@ type: annotate
 #########
 # TESTS #
 #########
-test: ## clean and run unit tests
+test:  ## clean and run unit tests
 	python -m pytest -vv mctk/tests
 
 # Alias
@@ -60,7 +60,7 @@ cov: coverage
 ###########
 # VERSION #
 ###########
-show-version:
+show-version:  ## doesn't work on Windows
 	bump2version --dry-run --allow-dirty setup.py --list | grep current | awk -F= '{print $2}'
 
 patch:
@@ -76,25 +76,28 @@ major:
 ########
 # DIST #
 ########
-dist-build:  # Build python dist
-	python setup.py sdist bdist_wheel
+dist-build:  ## build python dist, can also add bdist_wheel
+	python setup.py sdist
 
 dist-check:
 	python -m twine check dist/*
 
-dist: clean build dist-build dist-check  ## Build dists
+dist: deep-clean check dist-build dist-check  ## build dists
 
-publish:  # Upload python assets
+publish:  ## upload python assets
 	echo "would usually run python -m twine upload dist/* --skip-existing"
 
+# Alias
+pub: publish
+
 
 #########
 # CLEAN #
 #########
-deep-clean: ## clean everything untracked from the repository
+deep-clean:  ## clean everything untracked from the repository
 	git clean -fdx
 
-clean: ## clean the repository
+clean:  ## clean the repository, doesn't work on Windows
 	rm -rf .coverage coverage cover htmlcov logs build dist *.egg-info .pytest_cache
 
 
@@ -103,10 +106,10 @@ clean: ## clean the repository
 
 # Thanks to Francoise at marmelab.com for this
 .DEFAULT_GOAL := help
-help:
+help:  ## doesn't work on Windows
 	@grep -E '^[a-zA-Z_-]+:.*?## .*$$' $(MAKEFILE_LIST) | sort | awk 'BEGIN {FS = ":.*?## "}; {printf "\033[36m%-30s\033[0m %s\n", $$1, $$2}'
 
 print-%:
 	@echo '$*=$($*)'
 
-.PHONY: develop build install lint lints format fix check checks annotate test cov coverage tests show-version patch minor major dist-build dist-check dist publish clean-deep clean-linux help
+.PHONY: develop build install lint lints format fix check checks annotate type test tests coverage cov show-version patch minor major dist-build dist-check dist publish pub deep-clean clean help
diff --git a/README.md b/README.md
index 2098a2d..3db67bc 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # Model Checking Toolkit (MCTK)
 
-[![PyPI](https://img.shields.io/pypi/v/mctk-py?color=blue&label=PyPI)](https://pypi.org/project/mctk-py/) [![CI](https://github.com/marcusm117/mctk/workflows/CI/badge.svg?branch=dev)](https://github.com/marcusm117/mctk/actions?query=workflow%3A%22Build+Status%22) [![codecov](https://codecov.io/gh/marcusm117/mctk/branch/dev/graph/badge.svg)](https://codecov.io/gh/marcusm117/mctk) [![Docs](https://github.com/marcusm117/mctk/workflows/Docs/badge.svg?branch=dev)](https://marcusm117.github.io/mctk/) [![License](https://img.shields.io/badge/License-Apache_2.0-green)](https://github.com/marcusm117/mctk/blob/dev/LICENSE) [![Issues](https://img.shields.io/github/issues/marcusm117/FV_mctk?color=red&label=Issues)](https://github.com/marcusm117/mctk/issues)
+[![PyPI](https://img.shields.io/pypi/v/mctk-py?color=blue&label=PyPI)](https://pypi.org/project/mctk-py/) [![CI](https://github.com/marcusm117/mctk/workflows/CI/badge.svg?branch=dev)](https://github.com/marcusm117/mctk/actions?query=workflow%3A%22Build+Status%22) [![codecov](https://codecov.io/gh/marcusm117/mctk/branch/dev/graph/badge.svg)](https://codecov.io/gh/marcusm117/mctk) [![Docs](https://github.com/marcusm117/mctk/workflows/Docs/badge.svg?branch=dev)](https://marcusm117.github.io/mctk/) [![License](https://img.shields.io/badge/License-Apache_2.0-green)](https://github.com/marcusm117/mctk/blob/dev/LICENSE) [![Issues](https://img.shields.io/github/issues/marcusm117/mctk?color=red&label=Issues)](https://github.com/marcusm117/mctk/issues)
 
 [Model Checking Toolkit for Python.](https://marcusm117.github.io/mctk/)
 
@@ -8,7 +8,7 @@
 
 `mctk` is a Python library for Explicit-State Model Checking (will also support Symbolic Model Checking and Bounded Model Checking in the future) on Kripke Structures (will also support other Transition Systems) supporting the CTL(Computation Tree Logic) operators: **EX, EU, EG, EF, AX, AU, AG, AF**, and the Propositional Logic operators: **NOT, AND, OR, IMPLIES, IFF**.
 
-Users can use functions that implements CTL operators to formally verify if a Kripke Structure (can be created during runtime or input in a JSON file) satisfies certain CTL properties. All checking functions will return a set of states that satisfy the CTL property, which means that if any start state of the Kripke Structure is in the returned set, then the Kripke Structure satisfies the CTL property.
+Users can use functions that implement CTL operators to formally verify if a Kripke Structure (can be created during runtime or input in a JSON file) satisfies certain CTL properties. All checking functions will return a set of states that satisfy the CTL property, which means that if any start state of the Kripke Structure is in the returned set, then the Kripke Structure satisfies the CTL property.
 
 ## Getting Started
 
@@ -138,13 +138,13 @@ ks_json = {
    },
    "Starts": ["s1"],
    "Trans": {
-      's1': ['s2'],
-      's2': ['s3', 's4'],
-      's3': ['s4'],
-      's4': ['s7'],
-      's5': ['s6'],
-      's6': ['s7', 's5'],
-      's7': ['s5'],
+      "s1": ["s2"],
+      "s2": ["s3", "s4"],
+      "s3": ["s4"],
+      "s4": ["s7"],
+      "s5": ["s6"],
+      "s6": ["s7", "s5"],
+      "s7": ["s5"],
    },
 }
 ks = KripkeStruct(ks_json)
diff --git a/docs/tutorials/getstarted.md b/docs/tutorials/getstarted.md
index 764d01a..211b858 100644
--- a/docs/tutorials/getstarted.md
+++ b/docs/tutorials/getstarted.md
@@ -1,6 +1,6 @@
 # Getting Started
 
-[![PyPI](https://img.shields.io/pypi/v/mctk-py?color=blue&label=PyPI)](https://pypi.org/project/mctk-py/) [![CI](https://github.com/marcusm117/mctk/workflows/CI/badge.svg?branch=dev)](https://github.com/marcusm117/mctk/actions?query=workflow%3A%22Build+Status%22) [![codecov](https://codecov.io/gh/marcusm117/mctk/branch/dev/graph/badge.svg)](https://codecov.io/gh/marcusm117/mctk) [![Docs](https://github.com/marcusm117/mctk/workflows/Docs/badge.svg?branch=dev)](https://marcusm117.github.io/mctk/) [![License](https://img.shields.io/badge/License-Apache_2.0-green)](https://github.com/marcusm117/mctk/blob/dev/LICENSE) [![Issues](https://img.shields.io/github/issues/marcusm117/FV_mctk?color=red&label=Issues)](https://github.com/marcusm117/mctk/issues)
+[![PyPI](https://img.shields.io/pypi/v/mctk-py?color=blue&label=PyPI)](https://pypi.org/project/mctk-py/) [![CI](https://github.com/marcusm117/mctk/workflows/CI/badge.svg?branch=dev)](https://github.com/marcusm117/mctk/actions?query=workflow%3A%22Build+Status%22) [![codecov](https://codecov.io/gh/marcusm117/mctk/branch/dev/graph/badge.svg)](https://codecov.io/gh/marcusm117/mctk) [![Docs](https://github.com/marcusm117/mctk/workflows/Docs/badge.svg?branch=dev)](https://marcusm117.github.io/mctk/) [![License](https://img.shields.io/badge/License-Apache_2.0-green)](https://github.com/marcusm117/mctk/blob/dev/LICENSE) [![Issues](https://img.shields.io/github/issues/marcusm117/mctk?color=red&label=Issues)](https://github.com/marcusm117/mctk/issues)
 
 [Model Checking Toolkit for Python.](https://marcusm117.github.io/mctk/)
 
@@ -136,13 +136,13 @@ ks_json = {
    },
    "Starts": ["s1"],
    "Trans": {
-      's1': ['s2'],
-      's2': ['s3', 's4'],
-      's3': ['s4'],
-      's4': ['s7'],
-      's5': ['s6'],
-      's6': ['s7', 's5'],
-      's7': ['s5'],
+      "s1": ["s2"],
+      "s2": ["s3", "s4"],
+      "s3": ["s4"],
+      "s4": ["s7"],
+      "s5": ["s6"],
+      "s6": ["s7", "s5"],
+      "s7": ["s5"],
    },
 }
 ks = KripkeStruct(ks_json)
diff --git a/mctk/__init__.py b/mctk/__init__.py
index 7236459..97a140c 100644
--- a/mctk/__init__.py
+++ b/mctk/__init__.py
@@ -1,3 +1,7 @@
+# Authors: marcusm117
+# License: Apache 2.0
+
+
 from .models import KripkeStruct, KripkeStructError
 from .checking import SAT_atom, NOT, AND, OR, IMPLIES, IFF, EX, AX, EF, AF, EG, AG, EU, AU
 
diff --git a/mctk/checking.py b/mctk/checking.py
index 052a28c..0560dad 100644
--- a/mctk/checking.py
+++ b/mctk/checking.py
@@ -1,5 +1,7 @@
 # Authors: marcusm117
 # License: Apache 2.0
+
+
 """This Module contains functions for Explicit-State Model Checking CTL properties on the class KripkeStruct.
 
 We plan to support Symbolic Model Checking and Bounded Model Checking in the future.
@@ -19,13 +21,13 @@
     ...     },
     ...     "Starts": ["s1"],
     ...     "Trans": {
-    ...         's1': ['s2'],
-    ...         's2': ['s3', 's4'],
-    ...         's3': ['s4'],
-    ...         's4': ['s7'],
-    ...         's5': ['s6'],
-    ...         's6': ['s7', 's5'],
-    ...         's7': ['s5'],
+    ...         "s1": ["s2"],
+    ...         "s2": ["s3", "s4"],
+    ...         "s3": ["s4"],
+    ...         "s4": ["s7"],
+    ...         "s5": ["s6"],
+    ...         "s6": ["s7", "s5"],
+    ...         "s7": ["s5"],
     ...     },
     ... }
     >>> ks = KripkeStruct(ks_json)
diff --git a/mctk/models.py b/mctk/models.py
index bfb9a7d..e99c72d 100644
--- a/mctk/models.py
+++ b/mctk/models.py
@@ -1,11 +1,14 @@
 # Authors: marcusm117
 # License: Apache 2.0
+
+
 """This Module contains a class KripkeStruct, which is a graph implementation of Kripke Structures.
 
 We plan to support other Transition Systems as well in the future.
 
 """
 
+
 # Standard Libraries
 from typing import List, Dict, Set, Tuple
 from collections import defaultdict, UserDict
diff --git a/mctk/tests/test_checking.py b/mctk/tests/test_checking.py
index 3edcd70..44bd682 100644
--- a/mctk/tests/test_checking.py
+++ b/mctk/tests/test_checking.py
@@ -1,6 +1,7 @@
 # Authors: marcusm117
 # License: Apache 2.0
 
+
 # Standard Libraries
 from copy import deepcopy
 
diff --git a/mctk/tests/test_models.py b/mctk/tests/test_models.py
index c0c47cb..76009ee 100644
--- a/mctk/tests/test_models.py
+++ b/mctk/tests/test_models.py
@@ -1,6 +1,7 @@
 # Authors: marcusm117
 # License: Apache 2.0
 
+
 # Standard Libraries
 from collections import defaultdict
 
diff --git a/pyproject.toml b/pyproject.toml
index cc14bdf..b0d5325 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,7 +8,7 @@ build-backend="setuptools.build_meta"
 
 [project]
 name = "mctk-py"
-authors = [{name = "marcusm117", email = "marcusmin117@gmail.com"}]
+authors = [{name = "marcusm117", email = "authors@gmail.com"}]
 description="Model Checking Toolkit for Python"
 readme = "README.md"
 version = "0.1.1"
@@ -37,6 +37,7 @@ repository = "https://github.com/marcusm117/mctk"
 [project.optional-dependencies]
 develop = [
     "black>=23",
+    "black[jupyter]",
     "bump2version>=1.0.0",
     "check-manifest",
     "flake8>=3.7.8",