the release where this became a real package:
- packaged, with CI — first
pyproject.toml, first pipeline - unicode-script normalization for citations, with a PEP 561 type marker
- false positives 42.5% → 17.2% — repaired transit damage in normalization, measured by the new bench (detection rate + FP rate)
- perf: normalized citation text is cached
- deal-hygiene pack: SECURITY (threat model), GOVERNANCE (succession, inbound=outbound MIT)
- docs: demo GIF + 30-second quickstart from a real run; 40 dead links fixed after the account rename
credit where due: Guan Tong fixed three of the shipped issues (we found them, he fixed them — the README says exactly that).
cut by the weekly release pass, first run.
correction, 2026-08-29. the first bullet originally read "on PyPI, with CI — first packaging, first pipeline". that was wrong: this package is not on PyPI. the trusted-publishing workflow landed on 26 Aug, a day after this release was cut, so nothing was ever uploaded — and checking now, PyPI returns 404 for the name. the README always said "not on PyPI yet"; only this note claimed otherwise. install from the repository until that changes:
pip install "git+https://github.com/tonydzi/verbatim-citation-gate"
corrected by the weekly release pass, run #2. we log these rather than editing quietly.