potiuk commented on code in PR #54258:
URL: https://github.com/apache/airflow/pull/54258#discussion_r2280378222


##########
contributing-docs/08_static_code_checks.rst:
##########
@@ -579,118 +302,48 @@ command (example for ``airflow`` files):
 
 .. code-block:: bash
 
-  pre-commit run --hook-stage manual mypy-<FOLDER> --all-files
+  prek --hook-stage manual mypy-<FOLDER> --all-files
 
 For example:
 
 .. code-block:: bash
 
-  pre-commit run --hook-stage manual mypy-airflow --all-files
+  prek --hook-stage manual mypy-airflow --all-files
 
 To show unused mypy ignores for any providers/airflow etc, eg: run below 
command:
 
 .. code-block:: bash
   export SHOW_UNUSED_MYPY_WARNINGS=true
-  pre-commit run --hook-stage manual mypy-airflow --all-files
+  prek --hook-stage manual mypy-airflow --all-files
 
 MyPy uses a separate docker-volume (called ``mypy-cache-volume``) that keeps 
the cache of last MyPy
 execution in order to speed MyPy checks up (sometimes by order of magnitude). 
While in most cases MyPy
 will handle refreshing the cache when and if needed, there are some cases when 
it won't (cache invalidation
 is the hard problem in computer science). This might happen for example when 
we upgrade MyPY. In such
 cases you might need to manually remove the cache volume by running ``breeze 
down --cleanup-mypy-cache``.
 
-Running static code checks via Breeze
--------------------------------------
-
-The static code checks can be launched using the Breeze environment.
-
-You run the static code checks via ``breeze static-check`` or commands.
-
-You can see the list of available static checks either via ``--help`` flag or 
by using the autocomplete
-option.
-
-Run the ``mypy`` check for the currently staged changes (in ``airflow/`` 
excluding providers):
-
-.. code-block:: bash
-
-     breeze static-checks --type mypy-airflow
-
-Run the ``mypy`` check for all files:
-
-.. code-block:: bash
-
-     breeze static-checks --type mypy-airflow --all-files
-
-Run the ``ruff`` check for the ``tests/core.py`` file with verbose output:
-
-.. code-block:: bash
-
-     breeze static-checks --type ruff --file tests/core.py --verbose
-
-Run the ``ruff`` check for the ``tests.core`` package with verbose output:
-
-.. code-block:: bash
-
-     breeze static-checks --type ruff --file tests/core/* --verbose
-
-Run the ``ruff-format`` check for the files 
``airflow/example_dags/example_bash_operator.py`` and
-``airflow/example_dags/example_python_operator.py``:
-
-.. code-block:: bash
-
-     breeze static-checks --type ruff-format --file 
airflow/example_dags/example_bash_operator.py \
-         airflow/example_dags/example_python_operator.py
-
-Run all checks for the currently staged files:
-
-.. code-block:: bash
-
-     breeze static-checks
-
-Run all checks for all files:
-
-.. code-block:: bash
-
-    breeze static-checks --all-files
-
-Run all checks for last commit:
-
-.. code-block:: bash
-
-     breeze static-checks --last-commit
-
-Run all checks for all changes in my branch since branched from main:
-
-.. code-block:: bash
-
-     breeze static-checks --type mypy-airflow --only-my-changes
-
-More examples can be found in
-`Breeze documentation 
<../dev/breeze/doc/03_developer_tasks.rst#running-static-checks>`_
-
-
-Debugging pre-commit check scripts requiring image
+Debugging prek check scripts requiring image
 --------------------------------------------------
 
 Those commits that use Breeze docker image might sometimes fail, depending on 
your operating system and
 docker setup, so sometimes it might be required to run debugging with the 
commands. This is done via
 two environment variables ``VERBOSE`` and ``DRY_RUN``. Setting them to "true" 
will respectively show the
 commands to run before running them or skip running the commands.
 
-Note that you need to run pre-commit with --verbose command to get the output 
regardless of the status
+Note that you need to run prek with --verbose command to get the output 
regardless of the status
 of the static check (normally it will only show output on failure).
 
 Printing the commands while executing:
 
 .. code-block:: bash
 
-     VERBOSE="true" pre-commit run --verbose ruff
+     VERBOSE="true" prek --verbose ruff
 
 Just performing dry run:
 
 .. code-block:: bash
 
-     DRY_RUN="true" pre-commit run --verbose ruff
+     DRY_RUN="true" prek --verbose ruff

Review Comment:
   Yes - they are breeze-specific variables. This is quite "deep" and already 
largely not-needed chapter. I removed it entirely.



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