Prepare version 1.0.2

[max-giraffe]

Summary

• bump the package and citation metadata to 1.0.2
• add the bioRxiv citation and root CITATION.cff
• make all three example notebooks download and extract the immutable v1.0.2 GitHub Release example-data archive when data is not available locally
• clear notebook outputs so local filesystem paths and generated data are not committed
• pin README image and example-data links to v1.0.2
• make the maintainer release checklist version-neutral

Validation

• python -m pytest -q — 31 passed
• executed all three notebooks successfully against the bundled example archive
• python -m build --no-isolation
• python -m twine check --strict dist/aswift-1.0.2*
• clean core wheel installation and import check
• clean aswift[viewer] wheel installation and imports for Streamlit, PalmSens, and Watchdog
• parsed CITATION.cff and verified its 1.0.2 release fields
• resolved DOI 10.64898/2026.07.25.740173 to the matching bioRxiv title
• git diff --check

Follow-up after merge

The remote notebook download path cannot succeed until the v1.0.2 GitHub Release exists and its workflow attaches example_data.zip. After publishing the release, rerun one notebook without a local archive to verify the public download path before publishing to PyPI.