Публічний реєстрВідмінний
Звіт про здоров'я програмного забезпеченнясхема 0.12.0 · метрики 1.13.0 · 2026-07-18 14:27 UTC
materialsproject / pymatgen
Python Materials Genomics (pymatgen) is a robust materials analysis code that defines classes for structures and molecules with support for many electronic structure codes. It powers the Materials Project.
materialsproject/pymatgen має індекс здоров’я 86 зі 100, що відповідає смузі «Відмінний». Найвищий показник — Vitality (92/100), найнижчий — AI Readiness (54/100). Останнє оновлення було 1 день тому. Більшість нещодавньої роботи виконують 5 учасників.
86
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.
86
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
909 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 | 2026.5.4 | 763 367 | 411 | 74 дні тому | abinitvaspanalysiscrystaldiagramselectronicgaussianmaterialsnwchemphaseprojectqchemsciencestructure |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
92
Активність розробки
86Відмінний
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 1 дн. тому |
| 22.2/36 | Ритм комітів — 32/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 284 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 284 |
| human_commit_share | — |
| days_since_last_push | 1 |
| active_weeks_last_year | 32 |
Дисципліна релізів
100Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 100 релізів |
| 36/36 | Свіжість релізів — останній реліз 74 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~42,2 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 100 |
| latest_release_tag | v2026.5.4 |
| releases_from_tags | ні |
| days_since_latest_release | 74 |
| mean_days_between_releases | 42,2 |
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?
90
Популярність і впровадження
89Відмінний
Як обчислюється оцінка
| 53.3/60 | Зірки — 1 926 зірок |
| 24.8/25 | Форки — 959 форків |
| 11.3/15 | Спостерігачі — 109 спостерігачів |
Використані вхідні дані
| forks | 959 |
| stars | 1 926 |
| watchers | 109 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
86Відмінний
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 |
| 6.3/6.3 | 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 | так |
Впровадження в екосистемі (завантаження)
98Відмінний
Як обчислюється оцінка
| 78.4/80 | Щомісячні завантаження — 763 367 завантажень/місяць у pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
Використані вхідні дані
| packages | pymatgen |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 763 367 |
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?
85
Стійкість мейнтейнерів (бас-фактор)
85Відмінний
Як обчислюється оцінка
| 45.9/54 | Бас-фактор — на 5 контриб’ютор(ів) припадає половина всіх комітів |
| 15.9/22.5 | Розподіл комітів — головний контриб’ютор — автор 29% комітів |
| 13.5/13.5 | Широта контриб’юторів — 100 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 26 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 5 |
| contributors_sampled | 100 |
| top_contributor_share | 0,292 |
Реактивність на issue та PR
81Добрий
Як обчислюється оцінка
| 42.6/46.8 | Вирішення issue — закрито 91% issue |
| 34.2/38.3 | Прийняття PR — злито 2 709/3 034 вирішених PR |
| 4.5/15 | OpenSSF Scorecard: Code-Review — Found 8/21 approved changesets -- score normalized to 3 |
Використані вхідні дані
| merged_prs | 2 709 |
| open_issues | 135 |
| closed_issues | 1 381 |
| issue_closed_ratio | 0,911 |
| closed_unmerged_prs | 325 |
Власність та опіка
76Добрий
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 21.3/25 | Охоплення власника — 909 підписників у materialsproject |
| 24.8/25 | Послужний список — 56 публічних репозиторіїв, вік облікового запису ~15 р. |
Використані вхідні дані
| followers | 909 |
| owner_type | Organization |
| is_verified | — |
| owner_login | materialsproject |
| public_repos | 56 |
| account_age_days | 5 504 |
Супровід пакетів
100Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 74 дн. тому |
| 20/20 | Історія версій — 411 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | pymatgen |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 74 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
88
Інженерні практики
86Відмінний
Як обчислюється оцінка
| 24/24 | Процеси CI — 4 процес(ів) CI |
| 24/24 | Наявні тести |
| 16/16 | Конфігурація лінтера |
| 9.6/9.6 | Pre-commit-хуки |
| 6.4/6.4 | .editorconfig |
| 6/20 | OpenSSF Scorecard: CI-Tests — 6 out of 17 merged PRs checked by a CI test -- score normalized to 3 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | так |
| has_linter_config | так |
| has_precommit_config | так |
Документація
90Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://pymatgen.org |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 5 тем |
| 0/10 | Wiki |
Використані вхідні дані
| topics | materials, science, materials-science, materials-informatics, python |
| has_wiki | ні |
| homepage | https://pymatgen.org |
| 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?
75
Стан безпеки
75Добрий
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — немає даних |
| 0.8/2.5 | CI-Tests — 6 out of 17 merged PRs checked by a CI test -- score normalized to 3 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 2.2/7.5 | Code-Review — Found 8/21 approved changesets -- score normalized to 3 |
| 2.5/2.5 | Contributors — project has 26 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 3 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 |
| 2.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 5 |
| 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 | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 7,5 |
Виключено з оцінювання (немає даних або не застосовно): branch_protection, 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.
54
Контекст і настанови для агентів
1Критичний
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 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 | — |
| agent_instruction_max_bytes | — |
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.
Як обчислюється оцінка
| 18/18 | Розгортання однією командою — docs/Makefile |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера |
| 11/11 | Статична перевірка типів — src/pymatgen/py.typed |
| 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 | Gemfile.lock, uv.lock |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | docs/Makefile |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | src/pymatgen/py.typed |
| 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
80Добрий
Як обчислюється оцінка
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (src/pymatgen/py.typed) |
| 53/55 | Керовані розміри файлів — 9/249 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 116 065 |
| source_files_sampled | 249 |
| oversized_source_files | 9 |
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 — examples |
Використані вхідні дані
| example_dirs | examples |
| has_mcp_signal | ні |
| api_schema_files | — |
Ключові факти
1 926зірок GitHub
100контриб'юторів
284комітів за останні 12 місяців
1днів від останнього пушу
100релізів
5бас-фактор
135відкритих issue
PyPI, RubyGemsпакетних екосистем
Докладніше
OpenSSF Scorecard 7.5 / 10
7.5сукупно
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 |
| 3 | CI-Tests | 6 out of 17 merged PRs checked by a CI test -- score normalized to 3 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 3 | Code-Review | Found 8/21 approved changesets -- score normalized to 3 |
| 10 | Contributors | project has 26 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 3 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 |
| 5 | SAST | SAST tool is not run on all commits -- score normalized to 5 |
| 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 9
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| RubyGems | minima | ~> 2.5 | docs/Gemfile |
| RubyGems | github-pages | — | docs/Gemfile |
| RubyGems | jekyll-feed | ~> 0.12 | docs/Gemfile |
| RubyGems | tzinfo | >= 1 | docs/Gemfile |
| RubyGems | tzinfo-data | — | docs/Gemfile |
| RubyGems | wdm | ~> 0.1.1 | docs/Gemfile |
| RubyGems | http_parser.rb | ~> 0.6.0 | docs/Gemfile |
| RubyGems | webrick | ~> 1.8 | docs/Gemfile |
| PyPI | pymatgen-core | >=2026.7.16 | pyproject.toml |
Усі залежності 353
Повний розв'язаний набір залежностей із графа залежностей GitHub: 7 прямих і 346 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | pymatgen-core | 2026.7.16 | пряма |
| RubyGems | github-pages | 228 | пряма |
| RubyGems | http_parser.rb | 0.8.0 | пряма |
| RubyGems | jekyll-feed | 0.15.1 | пряма |
| RubyGems | minima | 2.5.1 | пряма |
| RubyGems | tzinfo | 2.0.6 | пряма |
| RubyGems | webrick | 1.8.2 | пряма |
| PyPI | aiohappyeyeballs | 2.7.1 | непряма |
| PyPI | aiohttp | 3.14.1 | непряма |
| PyPI | aiosignal | 1.4.0 | непряма |
| PyPI | alabaster | 1.0.0 | непряма |
| PyPI | annotated-types | 0.7.0 | непряма |
| PyPI | anyio | 4.14.2 | непряма |
| PyPI | appnope | 0.1.4 | непряма |
| PyPI | argon2-cffi | 25.1.0 | непряма |
| PyPI | argon2-cffi-bindings | 25.1.0 | непряма |
| PyPI | arrow | 1.4.0 | непряма |
| PyPI | ase | 3.29.0 | непряма |
| PyPI | ast-serialize | 0.6.0 | непряма |
| PyPI | asttokens | 3.0.2 | непряма |
| PyPI | async-lru | 2.3.0 | непряма |
| PyPI | attrs | 26.1.0 | непряма |
| PyPI | babel | 2.18.0 | непряма |
| PyPI | beautifulsoup4 | 4.15.0 | непряма |
| PyPI | bibtexparser | 1.4.4 | непряма |
| PyPI | bleach | 6.4.0 | непряма |
| PyPI | boto3 | 1.43.49 | непряма |
| PyPI | botocore | 1.43.49 | 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 | chemview | 0.6 | непряма |
| PyPI | click | 8.4.2 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | comm | 0.2.3 | непряма |
| PyPI | contourpy | 1.3.3 | непряма |
| PyPI | coverage | 7.15.2 | 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 | debugpy | 1.8.21 | непряма |
| PyPI | decorator | 5.3.1 | непряма |
| PyPI | defusedxml | 0.7.1 | непряма |
| PyPI | distlib | 0.4.3 | непряма |
| PyPI | distro | 1.9.0 | непряма |
| PyPI | docutils | 0.22.4 | непряма |
| PyPI | execnet | 2.1.2 | непряма |
| PyPI | executing | 2.2.1 | непряма |
| PyPI | f90nml | 1.5 | непряма |
| PyPI | fastjsonschema | 2.21.2 | непряма |
| PyPI | filelock | 3.29.7 | непряма |
| PyPI | fonttools | 4.63.0 | непряма |
| PyPI | fqdn | 1.5.1 | непряма |
| PyPI | frozenlist | 1.8.0 | непряма |
| PyPI | fsspec | 2026.6.0 | непряма |
| PyPI | galore | 0.9.2 | 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 | imagesize | 2.0.0 | непряма |
| PyPI | importlib-metadata | 9.0.0 | непряма |
| PyPI | iniconfig | 2.3.0 | непряма |
| PyPI | invoke | 3.0.3 | непряма |
| PyPI | ipykernel | 7.3.0 | непряма |
| PyPI | ipython | 9.15.0 | непряма |
| PyPI | ipython-pygments-lexers | 1.1.1 | непряма |
| PyPI | isoduration | 20.11.0 | непряма |
| PyPI | jarvis-tools | 2026.6.12 | непряма |
| PyPI | jedi | 0.20.0 | непряма |
| PyPI | jinja2 | 3.1.6 | непряма |
| PyPI | jiter | 0.16.0 | непряма |
| PyPI | jmespath | 1.1.0 | непряма |
| PyPI | joblib | 1.5.3 | непряма |
| PyPI | json5 | 0.15.0 | непряма |
| PyPI | jsonpointer | 3.1.1 | непряма |
| PyPI | jsonschema | 4.26.0 | непряма |
| PyPI | jsonschema-specifications | 2025.9.1 | непряма |
| PyPI | jupyter-builder | 1.1.0 | непряма |
| PyPI | jupyter-client | 8.9.1 | непряма |
| PyPI | jupyter-core | 5.9.1 | непряма |
| PyPI | jupyter-events | 0.12.1 | непряма |
| PyPI | jupyter-lsp | 2.3.1 | непряма |
| PyPI | jupyter-server | 2.20.0 | непряма |
| PyPI | jupyter-server-terminals | 0.5.4 | непряма |
| PyPI | jupyterlab | 4.6.1 | непряма |
| PyPI | jupyterlab-pygments | 0.3.0 | непряма |
| PyPI | jupyterlab-server | 2.28.0 | непряма |
| PyPI | kiwisolver | 1.5.0 | непряма |
| PyPI | lark | 1.3.1 | 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 | lxml | 6.1.1 | непряма |
| PyPI | markupsafe | 3.0.3 | непряма |
| PyPI | matcalc | 0.5.1 | непряма |
| PyPI | matgl | 4.0.3 | непряма |
| PyPI | matplotlib | 3.11.0 | непряма |
| PyPI | matplotlib-inline | 0.2.2 | непряма |
| PyPI | mistune | 3.3.3 | непряма |
| PyPI | monty | 2026.7.16 | непряма |
| PyPI | moyopy | 0.15.0 | непряма |
| PyPI | mpmath | 1.3.0 | непряма |
| PyPI | multidict | 6.7.1 | непряма |
| PyPI | mypy | 2.3.0 | непряма |
| PyPI | mypy-extensions | 1.1.0 | непряма |
| PyPI | narwhals | 2.24.0 | непряма |
| PyPI | nbclient | 0.11.0 | непряма |
| PyPI | nbconvert | 7.17.1 | непряма |
| PyPI | nbformat | 5.10.4 | непряма |
| PyPI | nest-asyncio2 | 1.7.2 | непряма |
| PyPI | netcdf4 | 1.7.3 | непряма |
| PyPI | netcdf4 | 1.7.4 | непряма |
| PyPI | networkx | 3.6.1 | непряма |
| PyPI | nodeenv | 1.10.0 | непряма |
| PyPI | notebook | 7.6.0 | непряма |
| PyPI | notebook-shim | 0.2.4 | непряма |
| PyPI | numba | 0.66.0 | непряма |
| PyPI | numpy | 1.26.4 | непряма |
| PyPI | numpy | 2.4.6 | 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 | orjson | 3.11.9 | непряма |
| PyPI | overrides | 7.7.0 | непряма |
| PyPI | packaging | 26.2 | непряма |
| PyPI | palettable | 3.3.3 | непряма |
| PyPI | pandas | 3.0.3 | непряма |
| PyPI | pandocfilters | 1.5.1 | непряма |
| PyPI | parso | 0.8.7 | непряма |
| PyPI | pathspec | 1.1.1 | непряма |
| PyPI | pexpect | 4.9.0 | непряма |
| PyPI | phono3py | 4.3.3 | непряма |
| PyPI | phonopy | 4.3.1 | непряма |
| PyPI | phonors | 0.3.0 | непряма |
| PyPI | pillow | 12.3.0 | непряма |
| PyPI | platformdirs | 4.10.0 | непряма |
| PyPI | plotly | 6.9.0 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | pre-commit | 4.6.0 | непряма |
| PyPI | prometheus-client | 0.25.0 | непряма |
| PyPI | prompt-toolkit | 3.0.52 | непряма |
| PyPI | propcache | 0.5.2 | непряма |
| PyPI | psutil | 7.2.2 | непряма |
| PyPI | ptyprocess | 0.7.0 | непряма |
| PyPI | pure-eval | 0.2.3 | 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 | 2026.7.16 | непряма |
| PyPI | pymatgen-analysis-alloys | 0.0.9 | непряма |
| PyPI | pyocse | 0.1.3 | 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 | python-json-logger | 4.1.0 | непряма |
| PyPI | pytorch-lightning | 2.6.5 | непряма |
| PyPI | pywinpty | 3.0.5 | непряма |
| PyPI | pyxtal | 1.1.4 | непряма |
| PyPI | pyyaml | 6.0.3 | непряма |
| PyPI | pyzeo | 0.2.0 | непряма |
| PyPI | pyzmq | 27.1.0 | непряма |
| PyPI | referencing | 0.37.0 | непряма |
| PyPI | requests | 2.34.2 | непряма |
| PyPI | rfc3339-validator | 0.1.4 | непряма |
| PyPI | rfc3986-validator | 0.1.1 | непряма |
| PyPI | rfc3987-syntax | 1.1.0 | непряма |
| PyPI | roman-numerals | 4.1.0 | непряма |
| PyPI | rpds-py | 2026.6.3 | 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 | scipy | 1.17.1 | непряма |
| PyPI | scipy | 1.18.0 | непряма |
| PyPI | seekpath | 2.2.1 | непряма |
| PyPI | send2trash | 2.1.0 | непряма |
| PyPI | setuptools | 83.0.0 | непряма |
| PyPI | shapely | 2.1.2 | непряма |
| PyPI | six | 1.17.0 | непряма |
| PyPI | sniffio | 1.3.1 | непряма |
| PyPI | snowballstemmer | 3.1.1 | непряма |
| PyPI | soupsieve | 2.8.4 | непряма |
| PyPI | spglib | 2.7.0 | непряма |
| PyPI | sphinx | 9.0.4 | непряма |
| PyPI | sphinx | 9.1.0 | непряма |
| PyPI | sphinx-markdown-builder | 0.6.10 | непряма |
| PyPI | sphinx-rtd-theme | 3.1.0 | непряма |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | непряма |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | непряма |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | непряма |
| PyPI | sphinxcontrib-jquery | 4.1 | непряма |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | непряма |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | непряма |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | непряма |
| PyPI | stack-data | 0.6.3 | непряма |
| PyPI | symfc | 1.7.3 | непряма |
| PyPI | sympy | 1.14.0 | непряма |
| PyPI | tabulate | 0.10.0 | непряма |
| PyPI | tblite | 0.7.0 | непряма |
| PyPI | terminado | 0.18.1 | непряма |
| PyPI | threadpoolctl | 3.6.0 | непряма |
| PyPI | tinycss2 | 1.5.1 | непряма |
| PyPI | toml | 0.10.2 | непряма |
| PyPI | tomli | 2.4.1 | непряма |
| PyPI | toolz | 1.1.0 | 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 | tornado | 6.5.7 | непряма |
| PyPI | tqdm | 4.68.4 | непряма |
| PyPI | trainstation | 1.2 | непряма |
| PyPI | traitlets | 5.15.1 | 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 | uncertainties | 3.2.3 | непряма |
| PyPI | uri-template | 1.3.0 | непряма |
| PyPI | urllib3 | 2.7.0 | непряма |
| PyPI | vapory | 0.1.2 | непряма |
| PyPI | vasprun-xml | 1.0.4 | непряма |
| PyPI | virtualenv | 21.6.1 | непряма |
| PyPI | vtk | 9.6.2 | непряма |
| PyPI | wcwidth | 0.8.2 | непряма |
| PyPI | webcolors | 25.10.0 | непряма |
| PyPI | webencodings | 0.5.1 | непряма |
| PyPI | websocket-client | 1.9.0 | непряма |
| PyPI | xmltodict | 1.0.4 | непряма |
| PyPI | xxhash | 3.8.1 | непряма |
| PyPI | yarl | 1.24.2 | непряма |
| PyPI | zipp | 4.1.0 | непряма |
| RubyGems | activesupport | 7.2.3.1 | непряма |
| RubyGems | addressable | 2.9.0 | непряма |
| RubyGems | base64 | 0.3.0 | непряма |
| RubyGems | benchmark | 0.5.0 | непряма |
| RubyGems | bigdecimal | 4.0.1 | непряма |
| RubyGems | coffee-script | 2.4.1 | непряма |
| RubyGems | coffee-script-source | 1.11.1 | непряма |
| RubyGems | colorator | 1.1.0 | непряма |
| RubyGems | commonmarker | 0.23.10 | непряма |
| RubyGems | concurrent-ruby | 1.3.7 | непряма |
| RubyGems | connection_pool | 3.0.2 | непряма |
| RubyGems | dnsruby | 1.70.0 | непряма |
| RubyGems | drb | 2.2.3 | непряма |
| RubyGems | em-websocket | 0.5.3 | непряма |
| RubyGems | ethon | 0.16.0 | непряма |
| RubyGems | eventmachine | 1.2.7 | непряма |
| RubyGems | execjs | 2.8.1 | непряма |
| RubyGems | faraday | 2.14.3 | непряма |
| RubyGems | faraday-net_http | 3.4.4 | непряма |
| RubyGems | ffi | 1.15.5 | непряма |
| RubyGems | forwardable-extended | 2.6.0 | непряма |
| RubyGems | gemoji | 3.0.1 | непряма |
| RubyGems | github-pages-health-check | 1.17.9 | непряма |
| RubyGems | html-pipeline | 2.14.3 | непряма |
| RubyGems | i18n | 1.14.8 | непряма |
| RubyGems | jekyll | 3.9.3 | непряма |
| RubyGems | jekyll-avatar | 0.7.0 | непряма |
| RubyGems | jekyll-coffeescript | 1.1.1 | непряма |
| RubyGems | jekyll-commonmark | 1.4.0 | непряма |
| RubyGems | jekyll-commonmark-ghpages | 0.4.0 | непряма |
| RubyGems | jekyll-default-layout | 0.1.4 | непряма |
| RubyGems | jekyll-gist | 1.5.0 | непряма |
| RubyGems | jekyll-github-metadata | 2.13.0 | непряма |
| RubyGems | jekyll-include-cache | 0.2.1 | непряма |
| RubyGems | jekyll-mentions | 1.6.0 | непряма |
| RubyGems | jekyll-optional-front-matter | 0.3.2 | непряма |
| RubyGems | jekyll-paginate | 1.1.0 | непряма |
| RubyGems | jekyll-readme-index | 0.3.0 | непряма |
| RubyGems | jekyll-redirect-from | 0.16.0 | непряма |
| RubyGems | jekyll-relative-links | 0.6.1 | непряма |
| RubyGems | jekyll-remote-theme | 0.4.3 | непряма |
| RubyGems | jekyll-sass-converter | 1.5.2 | непряма |
| RubyGems | jekyll-seo-tag | 2.8.0 | непряма |
| RubyGems | jekyll-sitemap | 1.4.0 | непряма |
| RubyGems | jekyll-swiss | 1.0.0 | непряма |
| RubyGems | jekyll-theme-architect | 0.2.0 | непряма |
| RubyGems | jekyll-theme-cayman | 0.2.0 | непряма |
| RubyGems | jekyll-theme-dinky | 0.2.0 | непряма |
| RubyGems | jekyll-theme-hacker | 0.2.0 | непряма |
| RubyGems | jekyll-theme-leap-day | 0.2.0 | непряма |
| RubyGems | jekyll-theme-merlot | 0.2.0 | непряма |
| RubyGems | jekyll-theme-midnight | 0.2.0 | непряма |
| RubyGems | jekyll-theme-minimal | 0.2.0 | непряма |
| RubyGems | jekyll-theme-modernist | 0.2.0 | непряма |
| RubyGems | jekyll-theme-primer | 0.6.0 | непряма |
| RubyGems | jekyll-theme-slate | 0.2.0 | непряма |
| RubyGems | jekyll-theme-tactile | 0.2.0 | непряма |
| RubyGems | jekyll-theme-time-machine | 0.2.0 | непряма |
| RubyGems | jekyll-titles-from-headings | 0.5.3 | непряма |
| RubyGems | jekyll-watch | 2.2.1 | непряма |
| RubyGems | jemoji | 0.12.0 | непряма |
| RubyGems | json | 2.20.0 | непряма |
| RubyGems | kramdown | 2.3.2 | непряма |
| RubyGems | kramdown-parser-gfm | 1.1.0 | непряма |
| RubyGems | liquid | 4.0.4 | непряма |
| RubyGems | listen | 3.8.0 | непряма |
| RubyGems | logger | 1.7.0 | непряма |
| RubyGems | mercenary | 0.3.6 | непряма |
| RubyGems | minitest | 5.27.0 | непряма |
| RubyGems | net-http | 0.9.1 | непряма |
| RubyGems | nokogiri | 1.19.4 | непряма |
| RubyGems | octokit | 4.25.1 | непряма |
| RubyGems | pathutil | 0.16.2 | непряма |
| RubyGems | public_suffix | 4.0.7 | непряма |
| RubyGems | racc | 1.8.1 | непряма |
| RubyGems | rb-fsevent | 0.11.2 | непряма |
| RubyGems | rb-inotify | 0.10.1 | непряма |
| RubyGems | rexml | 3.4.2 | непряма |
| RubyGems | rouge | 3.26.0 | непряма |
| RubyGems | rubyzip | 2.3.2 | непряма |
| RubyGems | safe_yaml | 1.0.5 | непряма |
| RubyGems | sass | 3.7.4 | непряма |
| RubyGems | sass-listen | 4.0.0 | непряма |
| RubyGems | sawyer | 0.9.2 | непряма |
| RubyGems | securerandom | 0.4.1 | непряма |
| RubyGems | simpleidn | 0.2.1 | непряма |
| RubyGems | terminal-table | 1.8.0 | непряма |
| RubyGems | typhoeus | 1.4.0 | непряма |
| RubyGems | unf | 0.1.4 | непряма |
| RubyGems | unf_ext | 0.0.8.2 | непряма |
| RubyGems | unicode-display_width | 1.8.0 | непряма |
| RubyGems | uri | 1.1.1 | непряма |
Звіт у форматі JSON машиночитний
{
"data": {
"repo": {
"topics": [
"materials",
"science",
"materials-science",
"materials-informatics",
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],
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"homepage": "https://pymatgen.org",
"languages": {
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"Python": 2566297,
"Propeller Spin": 2006
},
"pushed_at": "2026-07-17T02:53:28Z",
"created_at": "2011-10-23T04:10:39Z",
"owner_type": "Organization",
"updated_at": "2026-07-18T12:14:29Z",
"description": "Python Materials Genomics (pymatgen) is a robust materials analysis code that defines classes for structures and molecules with support for many electronic structure codes. It powers the Materials Project.",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "main",
"primary_language": "Python",
"significant_languages": [
"Python",
"Polar"
]
},
"owner": {
"blog": "https://www.materialsproject.org",
"name": "Materials Project",
"type": "Organization",
"login": "materialsproject",
"company": null,
"location": "1 Cyclotron Rd, Berkeley CA 94720",
"followers": 909,
"avatar_url": "https://avatars.githubusercontent.com/u/867057?v=4",
"created_at": "2011-06-22T14:43:02Z",
"is_verified": null,
"public_repos": 56,
"account_age_days": 5504
},
"activity": {
"releases_count": 100,
"commits_last_year": 284,
"latest_release_at": "2026-05-04T21:53:30Z",
"latest_release_tag": "v2026.5.4",
"releases_from_tags": false,
"days_since_last_push": 1,
"active_weeks_last_year": 32,
"days_since_latest_release": 74,
"mean_days_between_releases": 42.2
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 87,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "pymatgen",
"exists": true,
"license": "MIT",
"keywords": [
"ABINIT",
"VASP",
"analysis",
"crystal",
"diagrams",
"electronic",
"gaussian",
"materials",
"nwchem",
"phase",
"project",
"qchem",
"science",
"structure",
"Development Status :: 4 - Beta",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Topic :: Scientific/Engineering :: Chemistry",
"Topic :: Scientific/Engineering :: Information Analysis",
"Topic :: Scientific/Engineering :: Physics",
"Topic :: Software Development :: Libraries :: Python Modules"
],
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{
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{
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{
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{
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{
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{
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{
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{
"key": "community_health",
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{
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{
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{
"key": "issue_template",
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{
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],
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{
"key": "openssf_scorecard_contributors",
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]
},
{
"key": "responsiveness",
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"components": [
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"max_points": 46.75
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{
"key": "pr_acceptance",
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"max_points": 38.25
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{
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},
{
"key": "stewardship",
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"components": [
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{
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{
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{
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{
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{
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{
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{
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{
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{
"key": "documentation",
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],
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{
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{
"key": "wiki",
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},
{
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}
],
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"inputs": {
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"checks_inconclusive": 2,
"scorecard_aggregate": 7.5
},
"components": [
{
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},
{
"key": "branch_protection",
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"points": 0,
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},
{
"key": "cii_best_practices",
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"status": "missed",
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{
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"key": "contributors",
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"points": 2.5,
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"max_points": 2.5
},
{
"key": "dangerous_workflow",
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"points": 10,
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},
{
"key": "dependency_update_tool",
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},
{
"key": "fuzzing",
"name": "Fuzzing",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "license",
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"points": 2.2,
"status": "partial",
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},
{
"key": "maintained",
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"points": 7.5,
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{
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{
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{
"key": "sast",
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{
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{
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{
"key": "vulnerabilities",
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]
},
{
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"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 7
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
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"code": "jurisdiction_no_match",
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}
],
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}
]
}
],
"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": 54,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
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},
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],
"value": 1,
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"key": "agent_instructions",
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},
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},
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},
{
"key": "ai_code_legibility",
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]
},
{
"key": "ai_interfaces",
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},
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{
"key": "api_schema_openapi_graphql_proto",
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"status": "missed",
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},
{
"key": "mcp_server",
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"detail": null,
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},
{
"key": "runnable_examples",
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],
"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."
}
],
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},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-18T14:27:57.670313Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/materialsproject/pymatgen.svg",
"full_name": "materialsproject/pymatgen",
"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 v0.12.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.