Публічний реєстрДобрий
Звіт про здоров'я програмного забезпеченнясхема 0.11.0 · метрики 1.13.0 · 2026-07-16 01:31 UTC
materialsproject / pymatgen-core
Pymatgen Core
materialsproject/pymatgen-core має індекс здоров’я 80 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (93/100), найнижчий — AI Readiness (60/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 4 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
Materials ProjectОрганізація
908 підписників56 публічних репозиторіївз черв. 2011 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 | Теги |
|---|---|---|---|---|---|---|
| PyPI | pymatgen-core | 2026.5.18 | 525 225 | 6 | 57 днів тому | abinitanalysiscrystaldiagramselectronicgaussianmaterialsnwchemphaseprojectqchemsciencestructurevasp |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
93
Активність розробки
89Відмінний
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 24.9/36 | Ритм комітів — 36/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 485 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 485 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 36 |
Дисципліна релізів
100Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 7 релізів |
| 36/36 | Свіжість релізів — останній реліз 0 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~23,6 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 7 |
| latest_release_tag | v2026.7.16 |
| releases_from_tags | ні |
| days_since_latest_release | 0 |
| mean_days_between_releases | 23,6 |
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?
60
Популярність і впровадження
33У зоні ризику
Як обчислюється оцінка
| 21.1/60 | Зірки — 21 зірок |
| 12.1/25 | Форки — 29 форків |
| 0/15 | Спостерігачі — 1 спостерігачів |
Використані вхідні дані
| forks | 29 |
| stars | 21 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
66Помірний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 16.9/22.5 | Ліцензія — файл ліцензії наявний, не є визнаною ліцензією |
| 0/18 | Настанови CONTRIBUTING |
| 13.5/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 6.3/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | ні |
| has_issue_template | ні |
| has_code_of_conduct | так |
| has_pull_request_template | так |
Впровадження в екосистемі (завантаження)
95Відмінний
Як обчислюється оцінка
| 76.3/80 | Щомісячні завантаження — 525 225 завантажень/місяць у pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
Використані вхідні дані
| packages | pymatgen-core |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 525 225 |
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
86
Як обчислюється оцінка
| 43.2/54 | Бас-фактор — на 4 контриб’ютор(ів) припадає половина всіх комітів |
| 16.4/22.5 | Розподіл комітів — головний контриб’ютор — автор 27% комітів |
| 13.5/13.5 | Широта контриб’юторів — 100 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 25 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 4 |
| contributors_sampled | 100 |
| top_contributor_share | 0,271 |
Реактивність на issue та PR
87Відмінний
Як обчислюється оцінка
| 40.9/46.8 | Вирішення issue — закрито 88% issue |
| 36.9/38.3 | Прийняття PR — злито 79/82 вирішених PR |
| 9/15 | OpenSSF Scorecard: Code-Review — Found 17/28 approved changesets -- score normalized to 6 |
Використані вхідні дані
| merged_prs | 79 |
| open_issues | 1 |
| closed_issues | 7 |
| issue_closed_ratio | 0,875 |
| closed_unmerged_prs | 3 |
Власність та опіка
76Добрий
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 21.3/25 | Охоплення власника — 908 підписників у materialsproject |
| 24.8/25 | Послужний список — 56 публічних репозиторіїв, вік облікового запису ~15 р. |
Використані вхідні дані
| followers | 908 |
| owner_type | Organization |
| is_verified | — |
| owner_login | materialsproject |
| public_repos | 56 |
| account_age_days | 5 502 |
Супровід пакетів
100Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 57 дн. тому |
| 20/20 | Історія версій — 6 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | pymatgen-core |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 57 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
86
Інженерні практики
94Відмінний
Як обчислюється оцінка
| 24/24 | Процеси CI — 3 процес(ів) CI |
| 24/24 | Наявні тести |
| 16/16 | Конфігурація лінтера |
| 9.6/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 20 out of 20 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
75Добрий
Як обчислюється оцінка
| 30/30 | README |
| 0/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://pymatgen.org |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 4 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | analysis, dft, materials, science |
| has_wiki | так |
| homepage | https://pymatgen.org |
| has_readme | так |
| has_docs_dir | ні |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
71
Стан безпеки
71Добрий
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.5/2.5 | CI-Tests — 20 out of 20 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 |
| 4.5/7.5 | Code-Review — Found 17/28 approved changesets -- score normalized to 6 |
| 2.5/2.5 | Contributors — project has 25 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 4 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — немає даних |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 7,1 |
Виключено з оцінювання (немає даних або не застосовно): signed_releases. Залишкові ваги перенормовано.
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.
60
Контекст і настанови для агентів
75Добрий
Як обчислюється оцінка
| 45/45 | Інструкції для агентів — CLAUDE.md |
| 0/15 | Машиночитана документація (llms.txt) |
| 0/40 | Читабельна історія комітів — немає даних |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | — |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 7 864 |
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.
Як обчислюється оцінка
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера |
| 0/11 | Статична перевірка типів |
| 10/10 | Відтворюване середовище — lockfile |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 0/8 | Автоматизоване супроводження — немає даних |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | uv.lock |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Виключено з оцінювання (немає даних або не застосовно): Підтверджена практика роботи з агентами, Автоматизоване супроводження. Залишкові ваги перенормовано.
Читабельність коду для моделей
50Помірний
Як обчислюється оцінка
| 0/45 | Типізований код — HTML без конфігурації перевірки типів |
| 49.7/55 | Керовані розміри файлів — 39/401 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | HTML |
| largest_source_bytes | 333 669 |
| source_files_sampled | 401 |
| oversized_source_files | 39 |
Ключові факти
21зірок GitHub
100контриб'юторів
485комітів за останні 12 місяців
0днів від останнього пушу
7релізів
4бас-фактор
1відкритих issue
PyPIпакетних екосистем
Докладніше
OpenSSF Scorecard 7.1 / 10
7.1сукупно
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 |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 10 | CI-Tests | 20 out of 20 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 |
| 6 | Code-Review | Found 17/28 approved changesets -- score normalized to 6 |
| 10 | Contributors | project has 25 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 4 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| н/д | Signed-Releases | no releases found |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Прямі залежності 20
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | bibtexparser | — | pyproject.toml |
| PyPI | joblib | >=1.3.2 | pyproject.toml |
| PyPI | lxml | >=6.1.0 | pyproject.toml |
| PyPI | matplotlib | >=3.8 | pyproject.toml |
| PyPI | monty | >=2026.7.16 | pyproject.toml |
| PyPI | networkx | >=2.7 | pyproject.toml |
| PyPI | numpy | >=1.25.0,<3 | pyproject.toml |
| PyPI | numpy | >=2.1.0,<3 | pyproject.toml |
| PyPI | orjson | >=3.10,<4 | pyproject.toml |
| PyPI | palettable | >=3.3.3 | pyproject.toml |
| PyPI | pandas | >=2 | pyproject.toml |
| PyPI | plotly | >=5.0 | pyproject.toml |
| PyPI | requests | >=2.32.5 | pyproject.toml |
| PyPI | scipy | >=1.13.0 | pyproject.toml |
| PyPI | scipy | >=1.14.1 | pyproject.toml |
| PyPI | spglib | >=2.5 | pyproject.toml |
| PyPI | sympy | >=1.3 | pyproject.toml |
| PyPI | tabulate | >=0.9.0 | pyproject.toml |
| PyPI | tqdm | >=4.67.3 | pyproject.toml |
| PyPI | uncertainties | >=3.1 | pyproject.toml |
Усі залежності 154
Повний розв'язаний набір залежностей із графа залежностей GitHub: 19 прямих і 135 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | bibtexparser | 1.4.4 | пряма |
| PyPI | joblib | 1.5.3 | пряма |
| PyPI | lxml | 6.1.1 | пряма |
| PyPI | matplotlib | 3.11.0 | пряма |
| PyPI | monty | 2026.7.16 | пряма |
| PyPI | networkx | 3.6.1 | пряма |
| PyPI | numpy | 2.4.6 | пряма |
| PyPI | orjson | 3.11.9 | пряма |
| PyPI | palettable | 3.3.3 | пряма |
| PyPI | pandas | 3.0.3 | пряма |
| PyPI | plotly | 6.9.0 | пряма |
| PyPI | requests | 2.34.2 | пряма |
| PyPI | scipy | 1.17.1 | пряма |
| PyPI | scipy | 1.18.0 | пряма |
| PyPI | spglib | 2.7.0 | пряма |
| PyPI | sympy | 1.14.0 | пряма |
| PyPI | tabulate | 0.10.0 | пряма |
| PyPI | tqdm | 4.68.4 | пряма |
| PyPI | uncertainties | 3.2.3 | пряма |
| PyPI | aiohappyeyeballs | 2.7.1 | непряма |
| PyPI | aiohttp | 3.14.1 | непряма |
| PyPI | aiosignal | 1.4.0 | непряма |
| PyPI | annotated-types | 0.7.0 | непряма |
| PyPI | anyio | 4.14.2 | непряма |
| PyPI | ase | 3.29.0 | непряма |
| PyPI | ast-serialize | 0.6.0 | непряма |
| PyPI | attrs | 26.1.0 | непряма |
| PyPI | beautifulsoup4 | 4.15.0 | непряма |
| PyPI | boto3 | 1.43.46 | непряма |
| PyPI | botocore | 1.43.46 | непряма |
| PyPI | certifi | 2026.6.17 | непряма |
| PyPI | cffi | 2.1.0 | непряма |
| PyPI | cfgv | 3.5.0 | непряма |
| PyPI | cftime | 1.6.5 | непряма |
| PyPI | charset-normalizer | 3.4.9 | непряма |
| PyPI | click | 8.4.2 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | contourpy | 1.3.3 | непряма |
| PyPI | coverage | 7.15.1 | непряма |
| PyPI | cuda-bindings | 13.3.1 | непряма |
| PyPI | cuda-pathfinder | 1.5.6 | непряма |
| PyPI | cuda-toolkit | 13.0.3.0 | непряма |
| PyPI | cycler | 0.12.1 | непряма |
| PyPI | distlib | 0.4.3 | непряма |
| PyPI | distro | 1.9.0 | непряма |
| PyPI | dnspython | 2.8.0 | непряма |
| PyPI | execnet | 2.1.2 | непряма |
| PyPI | f90nml | 1.5 | непряма |
| PyPI | filelock | 3.29.7 | непряма |
| PyPI | fonttools | 4.63.0 | непряма |
| PyPI | frozenlist | 1.8.0 | непряма |
| PyPI | fsspec | 2026.6.0 | непряма |
| PyPI | h11 | 0.16.0 | непряма |
| PyPI | h5py | 3.16.0 | непряма |
| PyPI | hf-xet | 1.5.1 | непряма |
| PyPI | hiphive | 1.5 | непряма |
| PyPI | httpcore | 1.0.9 | непряма |
| PyPI | httpx | 0.28.1 | непряма |
| PyPI | huggingface-hub | 1.23.0 | непряма |
| PyPI | identify | 2.6.19 | непряма |
| PyPI | idna | 3.18 | непряма |
| PyPI | iniconfig | 2.3.0 | непряма |
| PyPI | invoke | 3.0.3 | непряма |
| PyPI | jinja2 | 3.1.6 | непряма |
| PyPI | jiter | 0.16.0 | непряма |
| PyPI | jmespath | 1.1.0 | непряма |
| PyPI | kiwisolver | 1.5.0 | непряма |
| PyPI | librt | 0.13.0 | непряма |
| PyPI | lightning | 2.6.1 | непряма |
| PyPI | lightning-utilities | 0.15.3 | непряма |
| PyPI | llvmlite | 0.48.0 | непряма |
| PyPI | markupsafe | 3.0.3 | непряма |
| PyPI | matcalc | 0.5.1 | непряма |
| PyPI | matgl | 4.0.3 | непряма |
| PyPI | moyopy | 0.14.0 | непряма |
| PyPI | mpmath | 1.3.0 | непряма |
| PyPI | multidict | 6.7.1 | непряма |
| PyPI | mypy | 2.2.0 | непряма |
| PyPI | mypy-extensions | 1.1.0 | непряма |
| PyPI | narwhals | 2.23.0 | непряма |
| PyPI | netcdf4 | 1.7.4 | непряма |
| PyPI | nodeenv | 1.10.0 | непряма |
| PyPI | numba | 0.66.0 | непряма |
| PyPI | nvidia-cublas | 13.1.1.3 | непряма |
| PyPI | nvidia-cuda-cupti | 13.0.85 | непряма |
| PyPI | nvidia-cuda-nvrtc | 13.0.88 | непряма |
| PyPI | nvidia-cuda-runtime | 13.0.96 | непряма |
| PyPI | nvidia-cudnn-cu13 | 9.20.0.48 | непряма |
| PyPI | nvidia-cufft | 12.0.0.61 | непряма |
| PyPI | nvidia-cufile | 1.15.1.6 | непряма |
| PyPI | nvidia-curand | 10.4.0.35 | непряма |
| PyPI | nvidia-cusolver | 12.0.4.66 | непряма |
| PyPI | nvidia-cusparse | 12.6.3.3 | непряма |
| PyPI | nvidia-cusparselt-cu13 | 0.8.1 | непряма |
| PyPI | nvidia-nccl-cu13 | 2.29.7 | непряма |
| PyPI | nvidia-nvjitlink | 13.3.33 | непряма |
| PyPI | nvidia-nvshmem-cu13 | 3.4.5 | непряма |
| PyPI | nvidia-nvtx | 13.0.85 | непряма |
| PyPI | openai | 2.45.0 | непряма |
| PyPI | packaging | 26.2 | непряма |
| PyPI | pathspec | 1.1.1 | непряма |
| PyPI | phono3py | 4.3.3 | непряма |
| PyPI | phonopy | 4.3.1 | непряма |
| PyPI | phonors | 0.3.0 | непряма |
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| PyPI | platformdirs | 4.10.0 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | pre-commit | 4.6.0 | непряма |
| PyPI | propcache | 0.5.2 | непряма |
| PyPI | psutil | 7.2.2 | непряма |
| PyPI | pycparser | 3.0 | непряма |
| PyPI | pydantic | 2.13.4 | непряма |
| PyPI | pydantic-core | 2.46.4 | непряма |
| PyPI | pygments | 2.20.0 | непряма |
| PyPI | pymatgen | 2026.5.4 | непряма |
| PyPI | pymatgen-core | 2026.7.16 | непряма |
| PyPI | pymongo | 4.17.0 | непряма |
| PyPI | pyparsing | 3.3.2 | непряма |
| PyPI | pyright | 1.1.411 | непряма |
| PyPI | pytest | 9.1.1 | непряма |
| PyPI | pytest-cov | 7.1.0 | непряма |
| PyPI | pytest-split | 0.11.0 | непряма |
| PyPI | pytest-xdist | 3.8.0 | непряма |
| PyPI | python-dateutil | 2.9.0.post0 | непряма |
| PyPI | python-discovery | 1.4.4 | непряма |
| PyPI | pytorch-lightning | 2.6.5 | непряма |
| PyPI | pyyaml | 6.0.3 | непряма |
| PyPI | pyzeo | 0.2.0 | непряма |
| PyPI | ruamel-yaml | 0.19.1 | непряма |
| PyPI | ruff | 0.15.21 | непряма |
| PyPI | s3transfer | 0.19.1 | непряма |
| PyPI | scikit-learn | 1.9.0 | непряма |
| PyPI | seekpath | 2.2.1 | непряма |
| PyPI | setuptools | 83.0.0 | непряма |
| PyPI | six | 1.17.0 | непряма |
| PyPI | sniffio | 1.3.1 | непряма |
| PyPI | soupsieve | 2.8.4 | непряма |
| PyPI | symfc | 1.7.3 | непряма |
| PyPI | tblite | 0.6.0 | непряма |
| PyPI | threadpoolctl | 3.6.0 | непряма |
| PyPI | tomli | 2.4.1 | непряма |
| PyPI | torch | 2.13.0 | непряма |
| PyPI | torch-geometric | 2.8.0 | непряма |
| PyPI | torchdata | 0.11.0 | непряма |
| PyPI | torchmetrics | 1.9.0 | непряма |
| PyPI | trainstation | 1.2 | непряма |
| PyPI | triton | 3.7.1 | непряма |
| PyPI | typing-extensions | 4.16.0 | непряма |
| PyPI | typing-inspection | 0.4.2 | непряма |
| PyPI | tzdata | 2026.3 | непряма |
| PyPI | urllib3 | 2.7.0 | непряма |
| PyPI | virtualenv | 21.6.1 | непряма |
| PyPI | xxhash | 3.8.1 | непряма |
| PyPI | yarl | 1.24.2 | непряма |
Звіт у форматі JSON машиночитний
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"detail": "a release every ~23.6 days",
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]
},
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"note": null,
"notes": [],
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"inputs": {
"cap": null,
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"guards": [],
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},
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{
"code": "abandonment_unverified",
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}
],
"max_points": 100
}
]
}
],
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},
{
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"name": "Community & Adoption",
"value": 60,
"weight": 0.18,
"metrics": [
{
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"note": null,
"notes": [],
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"growth_factor_pct": 100,
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"components": [
{
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"name": "Stars",
"detail": "21 stars",
"points": 21.1,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 21
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "29 forks",
"points": 12.1,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 29
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}
],
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{
"key": "watchers",
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"detail": "1 watchers",
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"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 1
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 66,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"components": [
{
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"name": "README",
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"status": "met",
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},
{
"key": "license",
"name": "License",
"detail": "license file present, not a recognized license",
"points": 16.9,
"status": "partial",
"details": [
{
"code": "license_custom",
"params": {}
}
],
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{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "code_of_conduct",
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{
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"status": "missed",
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{
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]
},
{
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"notes": [
{
"code": "excluded_no_data",
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},
{
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}
],
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"inputs": {
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"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
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"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
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"points": 76.3,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 525225,
"ecosystems": "pypi"
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}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
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]
}
],
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},
{
"key": "governance",
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"name": "Sustainability & Governance",
"value": 86,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "good",
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"note": null,
"notes": [],
"value": 83,
"inputs": {
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"contributors_sampled": 100,
"top_contributor_share": 0.271
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"components": [
{
"key": "bus_factor",
"name": "Bus factor",
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"points": 43.2,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 4
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}
],
"max_points": 54
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{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 27% of commits",
"points": 16.4,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 27
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}
],
"max_points": 22.5
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{
"key": "contributor_breadth",
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"detail": "100 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
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"count": 100
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}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
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"detail": "project has 25 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
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"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
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"inputs": {
"merged_prs": 79,
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"closed_issues": 7,
"issue_closed_ratio": 0.875,
"closed_unmerged_prs": 3
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"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
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"points": 40.9,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 88
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "79/82 decided PRs merged",
"points": 36.9,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 79,
"decided": 82
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}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 17/28 approved changesets -- score normalized to 6",
"points": 9,
"status": "partial",
"details": [],
"max_points": 15
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]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
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"inputs": {
"followers": 908,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "materialsproject",
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"account_age_days": 5502
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"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
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}
],
"max_points": 30
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{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
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},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "908 followers of materialsproject",
"points": 21.3,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 908,
"login": "materialsproject"
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}
],
"max_points": 25
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{
"key": "track_record",
"name": "Track record",
"detail": "56 public repos, account ~15 yr old",
"points": 24.8,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 56
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},
{
"code": "account_age_years",
"params": {
"years": 15
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}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"pymatgen-core"
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"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 57
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"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
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"count": 1,
"ecosystems": "pypi"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 57 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 57
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}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "6 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 6
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}
],
"max_points": 20
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{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 86,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
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"inputs": {
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"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
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"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "3 workflow(s)",
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"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 3
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}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 16,
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"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
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"points": 20,
"status": "met",
"details": [],
"max_points": 20
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]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [
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"dft",
"materials",
"science"
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"has_wiki": true,
"homepage": "https://pymatgen.org",
"has_readme": true,
"has_docs_dir": false,
"has_description": true
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"components": [
{
"key": "readme",
"name": "README",
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"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
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"detail": "https://pymatgen.org",
"points": 15,
"status": "met",
"details": [],
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{
"key": "repository_description",
"name": "Repository description",
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"points": 10,
"status": "met",
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{
"key": "topics",
"name": "Topics",
"detail": "4 topics",
"points": 10,
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"code": "topics_count",
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}
],
"max_points": 10
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{
"key": "wiki",
"name": "Wiki",
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"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "good",
"name": "Security",
"value": 71,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
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"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 71,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 7.1
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"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
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"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
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{
"key": "ci_tests",
"name": "CI-Tests",
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"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
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{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 17/28 approved changesets -- score normalized to 6",
"points": 4.5,
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},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 25 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"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 4 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": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"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 detected",
"points": 5,
"status": "met",
"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": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"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": 8
},
"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": 60,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
"CLAUDE.md"
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"agent_instruction_max_bytes": 7864
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "CLAUDE.md"
}
}
],
"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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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"automated_maintenance"
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 52,
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}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 v0.11.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.