chore(docs): added a bit of description for pre-commit hooks

.pre-commit-config.yaml

@@ -21,4 +21,3 @@ repos:
     rev: "25.1.0"
     hooks:
       - id: "black"
-        language_version: "python3.11"

README.md

@@ -5,7 +5,7 @@ This is a template repo to act as a reference when starting up a new project in
 Local installation can be done using [`uv`](https://github.com/astral-sh/uv):
 
 ```bash
-$ uv venv -p python3.10
+$ uv venv -p python3.11
 $ uv pip install -e .
 $ source .venv/bin/activate
 $ python
@@ -38,13 +38,83 @@ Packaging uses [`setuptools-scm`](https://github.com/pypa/setuptools-scm), so th
 
 To run the linting, we recommend `ruff`, a standard configuration is in the repo in `pyproject.toml`.
 
+# Pre-commit Hooks
+
+This project uses [`pre-commit`](https://pre-commit.com/) to ensure code quality and consistency before committing changes. Pre-commit hooks automatically run checks such as linting and formatting on staged files.
+
+## Setting up Pre-commit Hooks
+
+To set up pre-commit hooks for this repository, follow these steps:
+
+1. Install `pre-commit` if you haven't already:
+
+```bash
+   pip install pre-commit
+```
+
+2. Install the pre-commit hooks defined in the `.pre-commit-config.yaml` file:
+
+```bash
+pre-commit install
+```
+
+3. You can manually run the pre-commit hooks on all files in the repository using:
+
+```bash
+pre-commit run --all-files
+```
+
+## How it Works
+Once installed, the pre-commit hooks will automatically run on staged files whenever you attempt to make a commit. If any of the hooks fail, the commit will be blocked until the issues are resolved.
+
+## Updating Hooks
+To update the pre-commit hooks to their latest versions, run:
+```bash
+pre-commit autoupdate
+```
+## Available Hooks
+
+Some examples of the pre-commit:
+
+- **black**: Automatically formats Python code to conform to the Black code style.
+- **isort**: Sorts imports in Python files according to PEP 8 guidelines.
+- **flake8**: Checks Python code for style guide enforcement.
+- **mypy**: Performs static type checking on Python code.
+- **ruff**: A fast Python linter and code quality tool.
+- **bandit**: A security linter for Python code.
+- **check-yaml**: Validates YAML files for syntax errors.
+- **check-added-large-files**: Prevents large files from being added to the repository.
+- **check-merge-conflict**: Checks for merge conflict markers in files.
+- **end-of-file-fixer**: Ensures that files end with a newline character.
+- **trailing-whitespace**: Removes trailing whitespace from lines in files.
+- **detect-private-key**: Detects private keys in files to prevent accidental exposure.
+- **check-json**: Validates JSON files for syntax errors.
+- **check-ast**: Checks Python files for syntax errors and other issues.
+- **check-toml**: Validates TOML files for syntax errors.
+- **check-merge-conflict**: Checks for merge conflict markers in files.
+- **check-symlinks**: Checks for broken symbolic links in the repository.
+- **check-xml**: Validates XML files for syntax errors.
+- **check-docs**: Checks for documentation issues in Python files.
+- **check-urls**: Checks for broken URLs in files.
+- **check-binary-files**: Checks for binary files in the repository.
+- **check-merge-conflict**: Checks for merge conflict markers in files.
+
+.. and many more!
+
+## Disabling Hooks Temporarily
+If you need to skip the pre-commit hooks for a specific commit, you can use the --no-verify flag:
+
+## Configuration
+The hooks are configured in the .pre-commit-config.yaml file located in the root of the repository. You can customize the hooks as needed by editing this file. For more information, refer to the pre-commit documentation.
+
+
+
 # Releasing
 To release a new version of the package, you can create a pre-release from the main branch using GitHub UI, which will then trigger the release workflow. Alternatively, you can use the `gh` command line tool to create a release:
 
 ```bash
 gh release create v[a.b.c] --prerelease --title "Kick starting the release"  --target main
 ```
 
-
 # Contributing
 We welcome contributions to this project! If you have an idea for a new feature, bug fix, or improvement, please open an issue or submit a pull request. Before contributing, please read our [contributing guidelines](./CONTRIBUTING.md).