docs(framework): Document local SuperLink usage

[danieljanes]

No description provided.

[Copilot]

Pull request overview

This PR updates the Flower documentation to reflect the “managed local SuperLink” local workflow, including the distinction between submitting runs vs streaming logs, and adds a dedicated how-to page for running Flower locally.

Changes:

• Update tutorial/quickstart commands to use flwr run . --stream and adjust surrounding explanations to match the managed local SuperLink workflow.
• Switch multiple quickstarts to install flwr[simulation] where the local simulation workflow is described.
• Add a new how-to-run-flower-locally page and link it from the simulation docs toctree; refresh CLI naming/JSON output docs (flwr list).

Reviewed changes

Copilot reviewed 22 out of 22 changed files in this pull request and generated 2 comments.

Show a summary per file

File	Description
framework/docs/source/tutorial-series-use-a-federated-learning-strategy-pytorch.rst	Use --stream in run commands to align with local SuperLink log streaming.
framework/docs/source/tutorial-series-get-started-with-flower-pytorch.rst	Update run instructions/output and explain managed local SuperLink behavior.
framework/docs/source/tutorial-series-customize-the-client-pytorch.rst	Use --stream and clarify non-streaming behavior with link to local workflow doc.
framework/docs/source/tutorial-series-build-a-strategy-from-scratch-pytorch.rst	Use --stream and clarify non-streaming behavior with link to local workflow doc.
framework/docs/source/tutorial-quickstart-xgboost.rst	Update local workflow explanation, install extra, and streamed run output.
framework/docs/source/tutorial-quickstart-tensorflow.rst	Update local workflow explanation, install extra, and streamed run output.
framework/docs/source/tutorial-quickstart-scikitlearn.rst	Update local workflow explanation, install extra, and streamed run output.
framework/docs/source/tutorial-quickstart-pytorch.rst	Update local workflow explanation, install extra, and streamed run output.
framework/docs/source/tutorial-quickstart-pytorch-lightning.rst	Update local workflow explanation and streamed run output.
framework/docs/source/tutorial-quickstart-mlx.rst	Update local workflow explanation, install extra, and streamed run output.
framework/docs/source/tutorial-quickstart-jax.rst	Update local workflow explanation, install extra, and streamed run output.
framework/docs/source/tutorial-quickstart-ios.rst	Update install command to flwr[simulation].
framework/docs/source/tutorial-quickstart-huggingface.rst	Update local workflow explanation, install extra, streamed output, and GPU run uses --stream.
framework/docs/source/tutorial-quickstart-fastai.rst	Update local workflow explanation and streamed run output.
framework/docs/source/simulate.rst	Add how-to-run-flower-locally to the simulation how-to toctree.
framework/docs/source/ref-flower-runtime-comparison.rst	Update runtime comparison text to reflect managed local SuperLink local workflow.
framework/docs/source/ref-flower-configuration.rst	Update CLI command naming (flwr list) and clarify local profile behavior with link to local workflow doc.
framework/docs/source/how-to-use-cli-json-output.rst	Refresh JSON-output guide for flwr run/flwr list/flwr stop and managed local SuperLink context.
framework/docs/source/how-to-run-simulations.rst	Update wording from Simulation Engine to Simulation Runtime + managed local SuperLink lifecycle details.
framework/docs/source/how-to-run-flower-with-deployment-engine.rst	Clarify default local profile behavior vs deployment runtime usage.
framework/docs/source/how-to-run-flower-locally.rst	New how-to page documenting managed local SuperLink local workflow and lifecycle.
framework/docs/source/how-to-configure-audit-logging.rst	Update example command naming/log text from flwr ls to flwr list.

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