Публічний реєстрДобрий
Звіт про здоров'я програмного забезпеченнясхема 0.26.0 · метрики 1.13.0 · 2026-07-22 01:43 UTC
nipy / nibabel
Python package to access a cacophony of neuro-imaging file formats
nipy/nibabel має індекс здоров’я 80 зі 100, що відповідає смузі «Добрий». Найвищий показник — Engineering Quality (96/100), найнижчий — AI Readiness (66/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 2 учасники.
80
загалом / 100Індекс здоров'я програмного забезпечення
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.
80
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
Профіль оцінок
Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.
Власність
NIPY developersОрганізація
220 підписників38 публічних репозиторіївз бер. 2010 р.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| PyPI | nibabel | 5.4.2 | - | 48 | 132 дні тому |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
79
Активність розробки
83Добрий
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 18.7/36 | Ритм комітів — 27/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 283 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 283 |
| human_commit_share | 0,82 |
| days_since_last_push | 0 |
| active_weeks_last_year | 27 |
Дисципліна релізів
74Добрий
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 46 релізів |
| 27/36 | Свіжість релізів — останній реліз 133 дн. тому |
| 12.6/27 | Ритм релізів — реліз кожні ~124,7 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 46 |
| latest_release_tag | 5.4.1 |
| releases_from_tags | ні |
| days_since_latest_release | 133 |
| mean_days_between_releases | 124,7 |
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
77
Популярність і впровадження
76Добрий
Як обчислюється оцінка
| 46.9/60 | Зірки — 781 зірок |
| 20.5/25 | Форки — 290 форків |
| 8.1/15 | Спостерігачі — 30 спостерігачів |
Використані вхідні дані
| forks | 290 |
| stars | 781 |
| watchers | 30 |
| growth_state | organic |
| growth_factor_pct | 100 |
Здоров'я спільноти
79Добрий
Як обчислюється оцінка
| 22.5/22.5 | README |
| 16.9/22.5 | Ліцензія — файл ліцензії наявний, не є визнаною ліцензією |
| 18/18 | Настанови CONTRIBUTING |
| 13.5/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | так |
| has_pull_request_template | ні |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
77
Стійкість мейнтейнерів (бас-фактор)
64Помірний
Як обчислюється оцінка
| 25.2/54 | Бас-фактор — на 2 контриб’ютор(ів) припадає половина всіх комітів |
| 15.3/22.5 | Розподіл комітів — головний контриб’ютор — автор 32% комітів |
| 13.5/13.5 | Широта контриб’юторів — 98 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 107 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 2 |
| contributors_sampled | 98 |
| top_contributor_share | 0,32 |
Реактивність на issue та PR
80Добрий
Як обчислюється оцінка
| 36.9/46.8 | Вирішення issue — закрито 79% issue |
| 32.9/38.3 | Прийняття PR — злито 798/929 вирішених PR |
| 10.5/15 | OpenSSF Scorecard: Code-Review — Found 7/9 approved changesets -- score normalized to 7 |
Використані вхідні дані
| merged_prs | 798 |
| open_issues | 116 |
| closed_issues | 433 |
| issue_closed_ratio | 0,789 |
| closed_unmerged_prs | 131 |
Власність та опіка
70Добрий
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 16.9/25 | Охоплення власника — 220 підписників у nipy |
| 23.6/25 | Послужний список — 38 публічних репозиторіїв, вік облікового запису ~16 р. |
Використані вхідні дані
| followers | 220 |
| owner_type | Organization |
| is_verified | — |
| owner_login | nipy |
| public_repos | 38 |
| account_age_days | 5 957 |
Супровід пакетів
100Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 132 дн. тому |
| 20/20 | Історія версій — 48 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | nibabel |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 132 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
96
Інженерні практики
94Відмінний
Як обчислюється оцінка
| 24/24 | Процеси CI — 4 процес(ів) CI |
| 24/24 | Наявні тести |
| 16/16 | Конфігурація лінтера — tox.ini |
| 9.6/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 17 out of 17 merged PRs checked by a CI test -- score normalized to 10 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | так |
| has_precommit_config | так |
Документація
100Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — http://nipy.org/nibabel/ |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 14 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | python, neuroimaging, brain-imaging, nifti, gifti, cifti-2, streamlines, data-formats, dicom, tck, trk, afni-brik-head, ecat, minc |
| has_wiki | так |
| homepage | http://nipy.org/nibabel/ |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
69
Стан безпеки
61Помірний
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — немає даних |
| 2.5/2.5 | CI-Tests — 17 out of 17 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 5.2/7.5 | Code-Review — Found 7/9 approved changesets -- score normalized to 7 |
| 2.5/2.5 | Contributors — project has 107 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.2/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 5/5 | Pinned-Dependencies — all dependencies are pinned |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — немає даних |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 15 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 6,1 |
Виключено з оцінювання (немає даних або не застосовно): branch_protection, signed_releases. Залишкові ваги перенормовано.
Сповіщення про залежності
100Відмінний
Як обчислюється оцінка
| 35/35 | Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень |
| 25/25 | Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень |
| 0/40 | Немає задавнених сповіщень — жодне сповіщення не має дати публікації |
Використані вхідні дані
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 2 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Виключено з оцінювання (немає даних або не застосовно): Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено з runtime-замиканням залежностей pypi:nibabel@5.4.2 — тим, що тягне за собою встановлення опублікованого пакета, — 2 пакетів. Досяжність не аналізується.
Готовність до ШІ
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
66
Контекст і настанови для агентів
40У зоні ризику
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 39.7/40 | Читабельна історія комітів — намір зазначено у 61 з 82 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | 0,744 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Як обчислюється оцінка
| 18/18 | Розгортання однією командою — Makefile, doc/Makefile |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера — tox.ini |
| 11/11 | Статична перевірка типів — nibabel/py.typed |
| 10/10 | Відтворюване середовище — lockfile |
| 0/10 | Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом |
| 8/8 | Автоматизоване супроводження — 15 з останніх 100 комітів — автоматичні оновлення залежностей |
| 10/10 | OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | uv.lock |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | Makefile, doc/Makefile |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | nibabel/py.typed |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0,15 |
Читабельність коду для моделей
81Добрий
Як обчислюється оцінка
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (nibabel/py.typed) |
| 54.3/55 | Керовані розміри файлів — 3/245 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 95 350 |
| source_files_sampled | 245 |
| oversized_source_files | 3 |
Машиночитні інтерфейси
40У зоні ризику
Як обчислюється оцінка
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 0/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — notebooks |
Використані вхідні дані
| example_dirs | notebooks |
| has_mcp_signal | ні |
| api_schema_files | — |
Ключові факти
781зірок GitHub
98контриб'юторів
283комітів за останні 12 місяців
0днів від останнього пушу
46релізів
2бас-фактор
116відкритих issue
PyPIпакетних екосистем
Докладніше
Історія зірок і форків 781 ★ / 290 ⇿
781Зірки
290Форки
46Релізи
Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.
Мажорні 5Мінорні 14Патчі 24
Кожна точка охоплює 15 днів.
OpenSSF Scorecard 6.1 / 10
6.1сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| н/д | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 17 out of 17 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 7 | Code-Review | Found 7/9 approved changesets -- score normalized to 7 |
| 10 | Contributors | project has 107 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 9 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 10 | Pinned-Dependencies | all dependencies are pinned |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| н/д | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 15 existing vulnerabilities detected |
Прямі залежності 4
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | numpy | >=1.25 | pyproject.toml |
| PyPI | packaging | >=20 | pyproject.toml |
| PyPI | importlib_resources | >=5.12 | pyproject.toml |
| PyPI | typing_extensions | >=4.6 | pyproject.toml |
Усі залежності 92
Повний розв'язаний набір залежностей із графа залежностей GitHub: 5 прямих і 87 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | importlib-resources | 7.1.0 | пряма |
| PyPI | numpy | 2.2.6 | пряма |
| PyPI | numpy | 2.4.4 | пряма |
| PyPI | packaging | 26.2 | пряма |
| PyPI | typing-extensions | 4.15.0 | пряма |
| PyPI | accessible-pygments | 0.0.5 | непряма |
| PyPI | alabaster | 1.0.0 | непряма |
| PyPI | ast-serialize | 0.4.0 | непряма |
| PyPI | babel | 2.18.0 | непряма |
| PyPI | backports-zstd | 1.5.0 | непряма |
| PyPI | beautifulsoup4 | 4.14.3 | непряма |
| PyPI | cachetools | 7.1.1 | непряма |
| PyPI | certifi | 2026.4.22 | непряма |
| PyPI | cfgv | 3.5.0 | непряма |
| PyPI | charset-normalizer | 3.4.7 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | contourpy | 1.3.2 | непряма |
| PyPI | contourpy | 1.3.3 | непряма |
| PyPI | coverage | 7.14.0 | непряма |
| PyPI | cycler | 0.12.1 | непряма |
| PyPI | distlib | 0.4.0 | непряма |
| PyPI | docutils | 0.21.2 | непряма |
| PyPI | docutils | 0.22.4 | непряма |
| PyPI | exceptiongroup | 1.3.1 | непряма |
| PyPI | execnet | 2.1.2 | непряма |
| PyPI | filelock | 3.29.0 | непряма |
| PyPI | fonttools | 4.63.0 | непряма |
| PyPI | h5py | 3.16.0 | непряма |
| PyPI | identify | 2.6.19 | непряма |
| PyPI | idna | 3.15 | непряма |
| PyPI | imagesize | 2.0.0 | непряма |
| PyPI | indexed-gzip | 1.10.3 | непряма |
| PyPI | iniconfig | 2.3.0 | непряма |
| PyPI | jinja2 | 3.1.6 | непряма |
| PyPI | kiwisolver | 1.5.0 | непряма |
| PyPI | librt | 0.11.0 | непряма |
| PyPI | markupsafe | 3.0.3 | непряма |
| PyPI | matplotlib | 3.10.9 | непряма |
| PyPI | mypy | 2.1.0 | непряма |
| PyPI | mypy-extensions | 1.1.0 | непряма |
| PyPI | nodeenv | 1.10.0 | непряма |
| PyPI | numpydoc | 1.10.0 | непряма |
| PyPI | pathspec | 1.1.1 | непряма |
| PyPI | pillow | 12.2.0 | непряма |
| PyPI | platformdirs | 4.9.6 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | pre-commit | 4.6.0 | непряма |
| PyPI | pre-commit-uv | 4.2.1 | непряма |
| PyPI | pydata-sphinx-theme | 0.19.0 | непряма |
| PyPI | pydicom | 3.0.2 | непряма |
| PyPI | pygments | 2.20.0 | непряма |
| PyPI | pyparsing | 3.3.2 | непряма |
| PyPI | pyproject-api | 1.10.0 | непряма |
| PyPI | pytest | 9.1.0 | непряма |
| PyPI | pytest-cov | 7.1.0 | непряма |
| PyPI | pytest-doctestplus | 1.7.1 | непряма |
| PyPI | pytest-httpserver | 1.1.5 | непряма |
| PyPI | pytest-run-parallel | 0.9.1 | непряма |
| PyPI | pytest-xdist | 3.8.0 | непряма |
| PyPI | python-dateutil | 2.9.0.post0 | непряма |
| PyPI | python-discovery | 1.3.1 | непряма |
| PyPI | pyyaml | 6.0.3 | непряма |
| PyPI | requests | 2.34.2 | непряма |
| PyPI | roman-numerals | 4.1.0 | непряма |
| PyPI | scipy | 1.15.3 | непряма |
| PyPI | scipy | 1.17.1 | непряма |
| PyPI | six | 1.17.0 | непряма |
| PyPI | snowballstemmer | 3.0.1 | непряма |
| PyPI | soupsieve | 2.8.3 | непряма |
| PyPI | sphinx | 8.1.3 | непряма |
| PyPI | sphinx | 9.0.4 | непряма |
| PyPI | sphinx | 9.1.0 | непряма |
| PyPI | sphinx-copybutton | 0.5.2 | непряма |
| PyPI | sphinx-design | 0.6.1 | непряма |
| PyPI | sphinx-design | 0.7.0 | непряма |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | непряма |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | непряма |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | непряма |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | непряма |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | непряма |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | непряма |
| PyPI | texext | 0.6.8 | непряма |
| PyPI | tomli | 2.4.1 | непряма |
| PyPI | tomli-w | 1.2.0 | непряма |
| PyPI | tox | 4.55.1 | непряма |
| PyPI | tox-uv | 1.35.2 | непряма |
| PyPI | tox-uv-bare | 1.35.2 | непряма |
| PyPI | types-pillow | 10.2.0.20240822 | непряма |
| PyPI | urllib3 | 2.7.0 | непряма |
| PyPI | uv | 0.11.15 | непряма |
| PyPI | virtualenv | 21.3.3 | непряма |
| PyPI | werkzeug | 3.1.8 | непряма |
Сповіщення про залежності 0
Встановлення pypi:nibabel@5.4.2 тягне 2 пакетів, прямих і транзитивних: 0 мають відомі сповіщення, з них 0 — прямі залежності.
Жодне відоме сповіщення не стосується оцінених залежностей.
Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.
Звіт у форматі JSON машиночитний
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"headline": "Merge pull request #1509 from befeleme/py315",
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"body": "=== Do not change lines below ===\n{\n \"chain\": [],\n \"cmd\": \"bash -c 'uv lock --upgrade --exclude-newer \\\"1 week\\\" && uv lock'\",\n \"exit\": 0,\n \"extra_inputs\": [],\n \"inputs\": [],\n \"outputs\": [],\n \"pwd\": \".\"\n}\n^^^ Do not change lines above ^^^",
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"headline": "Merge pull request #1505 from DimitriPapadopoulos/pyproject.toml",
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"headline": "Merge pull request #1503 from nipy/dependabot/uv/python-23948d3116",
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"body": "https://packaging.python.org/en/latest/specifications/well-known-project-urls/#well-known-labels",
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"headline": "Use well-known labels",
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"oid": "b8e20876ae3732666f8d74fbcbb290f11745e3bf",
"body": "[pre-commit.ci] pre-commit autoupdate",
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"headline": "Merge pull request #1504 from nipy/pre-commit-ci-update-config",
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"body": "updates:\n- [github.com/astral-sh/ruff-pre-commit: v0.15.9 → v0.15.12](https://github.com/astral-sh/ruff-pre-commit/compare/v0.15.9...v0.15.12)\n- [github.com/python-jsonschema/check-jsonschema: 0.37.1 → 0.37.2](https://github.com/python-jsonschema/check-jsonschema/compare/0.37.1...0.37.2)",
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"body": "[DOC] Fix typos",
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"headline": "Merge pull request #1500 from kabilar/typos",
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"body": "Bumps the python group with 7 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [packaging](https://github.com/pypa/packaging) | `26.0` | `26.1` |\n| [pillow](https://github.com/python-pillow/Pillow) | `12.1.1` | `12.2.0` |\n| [pytest](https://github.com/pytest-dev/pytest) | `9.0.2` | `9.0.3` |\n\n[…]\n: mypy\n dependency-version: 1.20.1\n dependency-type: direct:development\n update-type: version-update:semver-minor\n dependency-group: python\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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"body": "Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 8.0.0 to 8.1.0.\n- [Release notes](https://github.com/astral-sh/setup-uv/releases)\n- [Commits](https://github.com/astral-sh/setup-uv/compare/cec208311dfd045dd5311c1add060b2062131d57...08807647e7069bb48b6ef5acd8ec9567f424441b)\n\n---\n[…]\ndependency-name: astral-sh/setup-uv\n dependency-version: 8.1.0\n dependency-type: direct:production\n update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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"headline": "TST: more multiorientation multiframe unit tests",
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"body": "Enhanced DICOMs with multiple stacks sharing the same Stack ID should be\ngrouped together, even if the orientations of the stacks don't match and\nit's unintuitive to do so. Happened first on Siemens XA60 localizers.\n\nRelevant spec:\n\nhttps://dicom.nema.org/medical/dicom/2025d/output/chtml/part03/sect_C.7.6.16.2.html`",
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"body": "Some vendors produce enhanced DICOMs with frame groups of different\norientations sharing the same Stack ID.\n\nThis filter groups frames by orientation and returns only the frames of\nthe first logical stack.\n\nRelevant for #1392",
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"headline": "ENH: Multi frame filter to handle stack with multiple orientations",
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"headline": "NF: adds ubuntu-<version>-arm support for tox unittests in gh actions",
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"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "all dependencies are pinned",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "15 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:nibabel@5.4.2 runtime dependency closure — what installing the published package pulls in — 2 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:nibabel@5.4.2",
"assessed": 2
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 2,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 2,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 15
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 66,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.744,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "61 of 82 human commits state their intent (structured subject or explanatory body)",
"points": 39.7,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 61,
"sampled": 82
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"Makefile",
"doc/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"nibabel/py.typed"
],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0.15
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile, doc/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile, doc/Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": "tox.ini",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "tox.ini"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "nibabel/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "nibabel/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "15 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 15,
"sampled": 100
}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "all dependencies are pinned",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 81,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 95350,
"source_files_sampled": 245,
"oversized_source_files": 3
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (nibabel/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "nibabel/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "3/245 source files over 60KB",
"points": 54.3,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 245,
"oversized": 3
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"notebooks"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "notebooks"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-22T01:43:04.406116Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/n/nipy/nibabel.svg",
"full_name": "nipy/nibabel",
"license_state": "custom",
"license_spdx": null
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.26.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.