Setup a virtual Python environment. Please check on your own, which one to use and how to setup the environment. Below venvis used on a Debian 12 machine.
sudo apt install python3-venv
Create a virtual environment.
python3 -m venv .venv
Ativate the virtual environment.
source .venv/bin/activate
Please check the information about the pre-commit tool and follow the install steps given on the project page. Also check the .pre-commit-config.yaml to see which checks are currently used.
Please check the information about the detect-secrets tool and follow the install steps given on the project page.