adding tutorials to notebook checks #2974

	---
	name: CI / cd . / make spell_check

	on:
	push:
	branches: [main]
	pull_request:
	branches: [main]

	permissions:
	contents: read

	jobs:
	codespell:
	name: (Check for spelling errors)
	runs-on: ubuntu-latest

	steps:
	- name: Checkout
	uses: actions/checkout@v4

	- name: Install Dependencies
	run: \|
	pip install toml codespell jupytext

	- name: Extract Ignore Words List
	run: \|
	# Use a Python script to extract the ignore words list from pyproject.toml
	python .github/workflows/extract_ignored_words_list.py
	id: extract_ignore_words

	- name: Codespell
	uses: codespell-project/actions-codespell@v2
	with:
	skip: '.ambr,.lock,.ipynb,.yaml'
	ignore_words_list: ${{ steps.extract_ignore_words.outputs.ignore_words_list }}
	# We do this to avoid spellchecking cell outputs
	- name: Codespell Notebooks
	run: make codespell

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