Публічний реєстрДобрий
Звіт про здоров'я програмного забезпеченнясхема 0.15.0 · метрики 1.13.0 · 2026-07-19 16:00 UTC
OpenSTEF / openstef
Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.
OpenSTEF/openstef має індекс здоров’я 83 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (96/100), найнижчий — AI Readiness (40/100). Останнє оновлення було 2 дні тому. Більшість нещодавньої роботи виконують 3 учасники.
83
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.
83
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
OpenSTEFОрганізація
87 підписників7 публічних репозиторіївз лист. 2021 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 | openstef | 4.1.2 | - | 246 | 2 дні тому | energyforecastingmachinelearning |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
96
Активність розробки
95Відмінний
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 2 дн. тому |
| 31.2/36 | Ритм комітів — 45/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 250 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 25 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 250 |
| human_commit_share | — |
| days_since_last_push | 2 |
| active_weeks_last_year | 45 |
Дисципліна релізів
98Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 100 релізів |
| 36/36 | Свіжість релізів — останній реліз 2 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~7,9 дн. |
| 8/10 | OpenSSF Scorecard: Signed-Releases — 3 out of the last 3 releases have a total of 3 signed artifacts. |
Використані вхідні дані
| releases_count | 100 |
| latest_release_tag | v4.1.2 |
| releases_from_tags | ні |
| days_since_latest_release | 2 |
| mean_days_between_releases | 7,9 |
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
72
Популярність і впровадження
54Помірний
Як обчислюється оцінка
| 35.5/60 | Зірки — 155 зірок |
| 14.2/25 | Форки — 52 форків |
| 3.9/15 | Спостерігачі — 6 спостерігачів |
Використані вхідні дані
| forks | 52 |
| stars | 155 |
| watchers | 6 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
92Відмінний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (MPL-2.0) |
| 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 |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
79
Як обчислюється оцінка
| 36/54 | Бас-фактор — на 3 контриб’ютор(ів) припадає половина всіх комітів |
| 17.6/22.5 | Розподіл комітів — головний контриб’ютор — автор 22% комітів |
| 13.5/13.5 | Широта контриб’юторів — 47 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 15 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 3 |
| contributors_sampled | 47 |
| top_contributor_share | 0,22 |
Реактивність на issue та PR
84Добрий
Як обчислюється оцінка
| 38.7/46.8 | Вирішення issue — закрито 83% issue |
| 31.9/38.3 | Прийняття PR — злито 692/831 вирішених PR |
| 13.5/15 | OpenSSF Scorecard: Code-Review — Found 24/25 approved changesets -- score normalized to 9 |
Використані вхідні дані
| merged_prs | 692 |
| open_issues | 35 |
| closed_issues | 168 |
| issue_closed_ratio | 0,828 |
| closed_unmerged_prs | 139 |
Власність та опіка
60Помірний
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 14/25 | Охоплення власника — 87 підписників у OpenSTEF |
| 16/25 | Послужний список — 7 публічних репозиторіїв, вік облікового запису ~4 р. |
Використані вхідні дані
| followers | 87 |
| owner_type | Organization |
| is_verified | — |
| owner_login | OpenSTEF |
| public_repos | 7 |
| account_age_days | 1 713 |
Супровід пакетів
100Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 2 дн. тому |
| 20/20 | Історія версій — 246 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | openstef |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 2 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
90
Інженерні практики
84Добрий
Як обчислюється оцінка
| 24/24 | Процеси CI — 8 процес(ів) CI |
| 24/24 | Наявні тести |
| 16/16 | Конфігурація лінтера — ruff.toml |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 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 | ні |
Документація
100Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://openstef.github.io/openstef |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 7 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | forecasting, energy, python, data-science, machine-learning, time-series, energy-forecasting |
| has_wiki | так |
| homepage | https://openstef.github.io/openstef |
| 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?
72
Стан безпеки
72Добрий
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 5.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 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 |
| 6.8/7.5 | Code-Review — Found 24/25 approved changesets -- score normalized to 9 |
| 2.5/2.5 | Contributors — project has 15 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 |
| 2.5/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 25 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — немає даних |
| 5/5 | Pinned-Dependencies — all dependencies are pinned |
| 4.5/5 | SAST — SAST tool detected but not run on all commits |
| 5/5 | Security-Policy — security policy file detected |
| 6/7.5 | Signed-Releases — 3 out of the last 3 releases have a total of 3 signed artifacts. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 24 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 7,2 |
Виключено з оцінювання (немає даних або не застосовно): packaging. 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.
40
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
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера — ruff.toml |
| 0/11 | Статична перевірка типів |
| 10/10 | Відтворюване середовище — lockfile |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 5/8 | Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно |
| 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 | — |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Виключено з оцінювання (немає даних або не застосовно): Підтверджена практика роботи з агентами. Залишкові ваги перенормовано.
Читабельність коду для моделей
55Помірний
Як обчислюється оцінка
| 0/45 | Типізований код — Python без конфігурації перевірки типів |
| 55/55 | Керовані розміри файлів — 0/419 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 40 325 |
| source_files_sampled | 419 |
| oversized_source_files | 0 |
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, notebooks |
Використані вхідні дані
| example_dirs | examples, notebooks |
| has_mcp_signal | ні |
| api_schema_files | — |
Ключові факти
155зірок GitHub
47контриб'юторів
250комітів за останні 12 місяців
2днів від останнього пушу
100релізів
3бас-фактор
35відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
- Could not fetch pypi package 'openstef-docs' from its registry
- Could not fetch pypi package 'openstef-examples' from its registry
Докладніше
OpenSSF Scorecard 7.2 / 10
7.2сукупно
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 |
| 7 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 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 |
| 9 | Code-Review | Found 24/25 approved changesets -- score normalized to 9 |
| 10 | Contributors | project has 15 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 |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 25 issue activity found in the last 90 days -- score normalized to 10 |
| н/д | Packaging | packaging workflow not detected |
| 10 | Pinned-Dependencies | all dependencies are pinned |
| 9 | SAST | SAST tool detected but not run on all commits |
| 10 | Security-Policy | security policy file detected |
| 8 | Signed-Releases | 3 out of the last 3 releases have a total of 3 signed artifacts. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 24 existing vulnerabilities detected |
Прямі залежності 29
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | huggingface-hub | >=1.2.2 | docs/pyproject.toml |
| PyPI | ipython | >=9.4 | docs/pyproject.toml |
| PyPI | jupyter-cache | >=1 | docs/pyproject.toml |
| PyPI | jupytext | >=1.16 | docs/pyproject.toml |
| PyPI | kaleido | >=0.2.1,<0.3,!=0.2.1.post1 | docs/pyproject.toml |
| PyPI | matplotlib | >=3.10.5 | docs/pyproject.toml |
| PyPI | myst-nb | >=1.2 | docs/pyproject.toml |
| PyPI | openstef | — | docs/pyproject.toml |
| PyPI | openstef-beam | — | docs/pyproject.toml |
| PyPI | openstef-core | — | docs/pyproject.toml |
| PyPI | openstef-foundation-models | — | docs/pyproject.toml |
| PyPI | openstef-models | — | docs/pyproject.toml |
| PyPI | optuna | >=4.7 | docs/pyproject.toml |
| PyPI | pydata-sphinx-theme | >=0.16.1 | docs/pyproject.toml |
| PyPI | sphinx | >=8.2.3 | docs/pyproject.toml |
| PyPI | sphinx-autobuild | >=2024.10.3 | docs/pyproject.toml |
| PyPI | sphinx-autodoc-typehints | >=3.2 | docs/pyproject.toml |
| PyPI | sphinx-copybutton | >=0.5.2 | docs/pyproject.toml |
| PyPI | sphinx-design | >=0.6.1 | docs/pyproject.toml |
| PyPI | sphinx-gallery | >=0.19 | docs/pyproject.toml |
| PyPI | sphinx-prompt | >=1.10 | docs/pyproject.toml |
| PyPI | sphinx-pyproject | >=0.3 | docs/pyproject.toml |
| PyPI | sphinxcontrib-mermaid | >=0.9.2 | docs/pyproject.toml |
| PyPI | openstef | — | examples/pyproject.toml |
| PyPI | openstef-beam | — | examples/pyproject.toml |
| PyPI | openstef-core | — | examples/pyproject.toml |
| PyPI | openstef-models | — | examples/pyproject.toml |
| PyPI | openstef-core | — | pyproject.toml |
| PyPI | openstef-models | — | pyproject.toml |
Усі залежності 458
Повний розв'язаний набір залежностей із графа залежностей GitHub: 45 прямих і 413 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | huggingface-hub | — | пряма |
| PyPI | huggingface-hub | 1.20.1 | пряма |
| PyPI | ipython | — | пряма |
| PyPI | ipython | 9.14.1 | пряма |
| PyPI | jupyter-cache | — | пряма |
| PyPI | jupyter-cache | 1.0.1 | пряма |
| PyPI | jupytext | — | пряма |
| PyPI | jupytext | 1.19.4 | пряма |
| PyPI | kaleido | — | пряма |
| PyPI | kaleido | 0.2.1 | пряма |
| PyPI | matplotlib | — | пряма |
| PyPI | matplotlib | 3.11.0 | пряма |
| PyPI | myst-nb | — | пряма |
| PyPI | myst-nb | 1.4.0 | пряма |
| PyPI | openstef | — | пряма |
| PyPI | openstef | 0.0.0 | пряма |
| PyPI | openstef-beam | — | пряма |
| PyPI | openstef-beam | 0.0.0 | пряма |
| PyPI | openstef-core | — | пряма |
| PyPI | openstef-core | 0.0.0 | пряма |
| PyPI | openstef-foundation-models | 0.0.0 | пряма |
| PyPI | openstef-models | — | пряма |
| PyPI | openstef-models | 0.0.0 | пряма |
| PyPI | optuna | — | пряма |
| PyPI | optuna | 4.9.0 | пряма |
| PyPI | pydata-sphinx-theme | — | пряма |
| PyPI | pydata-sphinx-theme | 0.19.0 | пряма |
| PyPI | sphinx | — | пряма |
| PyPI | sphinx | 9.1.0 | пряма |
| PyPI | sphinx-autobuild | — | пряма |
| PyPI | sphinx-autobuild | 2025.8.25 | пряма |
| PyPI | sphinx-autodoc-typehints | — | пряма |
| PyPI | sphinx-autodoc-typehints | 3.11.0 | пряма |
| PyPI | sphinx-copybutton | — | пряма |
| PyPI | sphinx-copybutton | 0.5.2 | пряма |
| PyPI | sphinx-design | — | пряма |
| PyPI | sphinx-design | 0.7.0 | пряма |
| PyPI | sphinx-gallery | — | пряма |
| PyPI | sphinx-gallery | 0.21.0 | пряма |
| PyPI | sphinx-prompt | — | пряма |
| PyPI | sphinx-prompt | 1.10.2 | пряма |
| PyPI | sphinx-pyproject | — | пряма |
| PyPI | sphinx-pyproject | 0.3.0 | пряма |
| PyPI | sphinxcontrib-mermaid | — | пряма |
| PyPI | sphinxcontrib-mermaid | 2.0.2 | пряма |
| PyPI | a2wsgi | 1.10.10 | непряма |
| PyPI | accessible-pygments | 0.0.5 | непряма |
| PyPI | aiobotocore | 3.7.0 | непряма |
| PyPI | aiohappyeyeballs | 2.6.2 | непряма |
| PyPI | aiohttp | 3.14.1 | непряма |
| PyPI | aioitertools | 0.13.0 | непряма |
| PyPI | aiosignal | 1.4.0 | непряма |
| PyPI | aiosmtplib | 5.1.1 | непряма |
| PyPI | aiosqlite | 0.21.0 | непряма |
| PyPI | alabaster | 1.0.0 | непряма |
| PyPI | alembic | 1.18.4 | непряма |
| PyPI | amqp | 5.3.1 | непряма |
| PyPI | annotated-doc | 0.0.4 | непряма |
| PyPI | annotated-types | 0.7.0 | непряма |
| PyPI | antlr4-python3-runtime | 4.13.2 | непряма |
| PyPI | anyio | 4.13.0 | непряма |
| PyPI | apache-airflow | — | непряма |
| PyPI | apache-airflow | 3.2.2 | непряма |
| PyPI | apache-airflow-core | 3.2.2 | непряма |
| PyPI | apache-airflow-providers-common-compat | 1.15.0 | непряма |
| PyPI | apache-airflow-providers-common-io | 1.7.2 | непряма |
| PyPI | apache-airflow-providers-common-sql | 2.0.0 | непряма |
| PyPI | apache-airflow-providers-smtp | 3.0.1 | непряма |
| PyPI | apache-airflow-providers-standard | 1.15.0 | непряма |
| PyPI | apache-airflow-task-sdk | 1.2.2 | непряма |
| PyPI | appnope | 0.1.4 | непряма |
| PyPI | argcomplete | 3.6.3 | непряма |
| PyPI | argon2-cffi | 25.1.0 | непряма |
| PyPI | argon2-cffi-bindings | 25.1.0 | непряма |
| PyPI | arrow | 1.4.0 | непряма |
| PyPI | asgiref | 3.11.1 | непряма |
| PyPI | asttokens | 3.0.1 | непряма |
| PyPI | async-lru | 2.3.0 | непряма |
| PyPI | attrs | 26.1.0 | непряма |
| PyPI | aws-sam-translator | 1.110.0 | непряма |
| PyPI | aws-xray-sdk | 2.15.0 | непряма |
| PyPI | babel | 2.18.0 | непряма |
| PyPI | backoff | 2.2.1 | непряма |
| PyPI | beautifulsoup4 | 4.14.3 | непряма |
| PyPI | billiard | 4.2.4 | непряма |
| PyPI | bleach | 6.4.0 | непряма |
| PyPI | blinker | 1.9.0 | непряма |
| PyPI | boolean-py | 5.0 | непряма |
| PyPI | boto3 | 1.43.0 | непряма |
| PyPI | botocore | 1.43.0 | непряма |
| PyPI | cachetools | 7.1.4 | непряма |
| PyPI | cadwyn | 7.1.0 | непряма |
| PyPI | cattrs | 24.1.3 | непряма |
| PyPI | celery | — | непряма |
| PyPI | celery | 5.6.3 | непряма |
| PyPI | certifi | 2026.5.20 | непряма |
| PyPI | cffi | 2.0.0 | непряма |
| PyPI | cfn-lint | 1.51.2 | непряма |
| PyPI | charset-normalizer | 3.4.7 | непряма |
| PyPI | click | 8.4.1 | непряма |
| PyPI | click-didyoumean | 0.3.1 | непряма |
| PyPI | click-plugins | 1.1.1.2 | непряма |
| PyPI | click-repl | 0.3.0 | непряма |
| PyPI | cloudpickle | 3.1.2 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | coloredlogs | 14.0 | непряма |
| PyPI | colorlog | 6.10.1 | непряма |
| PyPI | comm | 0.2.3 | непряма |
| PyPI | configurator | 3.2.0 | непряма |
| PyPI | contourpy | 1.3.3 | непряма |
| PyPI | coverage | 7.14.1 | непряма |
| PyPI | cron-descriptor | 2.0.8 | непряма |
| PyPI | croniter | 6.2.2 | непряма |
| PyPI | cryptography | 48.0.1 | непряма |
| PyPI | cycler | 0.12.1 | непряма |
| PyPI | dagster | — | непряма |
| PyPI | dagster | 1.13.10 | непряма |
| PyPI | dagster-graphql | 1.13.10 | непряма |
| PyPI | dagster-pipes | 1.13.10 | непряма |
| PyPI | dagster-shared | 1.13.10 | непряма |
| PyPI | dagster-webserver | — | непряма |
| PyPI | dagster-webserver | 1.13.10 | непряма |
| PyPI | databricks-sdk | 0.112.0 | непряма |
| PyPI | debugpy | 1.8.20 | непряма |
| PyPI | decorator | 5.3.1 | непряма |
| PyPI | defusedxml | 0.7.1 | непряма |
| PyPI | depgather | 0.5.0 | непряма |
| PyPI | deprecated | 1.3.1 | непряма |
| PyPI | dill | 0.4.1 | непряма |
| PyPI | dnspython | 2.8.0 | непряма |
| PyPI | docker | 7.1.0 | непряма |
| PyPI | docstring-parser | 0.18.0 | непряма |
| PyPI | docutils | 0.22.4 | непряма |
| PyPI | dom-toml | 2.3.0 | непряма |
| PyPI | domdf-python-tools | 3.10.0 | непряма |
| PyPI | email-validator | 2.3.0 | непряма |
| PyPI | execnet | 2.1.2 | непряма |
| PyPI | executing | 2.2.1 | непряма |
| PyPI | fastapi | 0.138.0 | непряма |
| PyPI | fastapi-cli | 0.0.27 | непряма |
| PyPI | fastjsonschema | 2.21.2 | непряма |
| PyPI | filelock | 3.29.0 | непряма |
| PyPI | flask | 3.1.3 | непряма |
| PyPI | flask-cors | 6.0.2 | непряма |
| PyPI | flatbuffers | 25.12.19 | 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 | gitdb | 4.0.12 | непряма |
| PyPI | gitpython | 3.1.50 | непряма |
| PyPI | google-auth | 2.53.0 | непряма |
| PyPI | googleapis-common-protos | 1.75.0 | непряма |
| PyPI | gql | 4.0.0 | непряма |
| PyPI | graphene | 3.4.3 | непряма |
| PyPI | graphql-core | 3.2.8 | непряма |
| PyPI | graphql-relay | 3.2.0 | непряма |
| PyPI | greenback | 1.3.0 | непряма |
| PyPI | greenlet | 3.5.1 | непряма |
| PyPI | grpcio | 1.81.0 | непряма |
| PyPI | grpcio-health-checking | 1.81.0 | непряма |
| PyPI | h11 | 0.16.0 | непряма |
| PyPI | h5py | 3.16.0 | непряма |
| PyPI | hatchling | — | непряма |
| PyPI | hf-xet | 1.5.1 | непряма |
| PyPI | holidays | — | непряма |
| PyPI | holidays | 0.99 | непряма |
| PyPI | httpcore | 1.0.9 | непряма |
| PyPI | httptools | 0.8.0 | непряма |
| PyPI | httpx | 0.28.1 | непряма |
| PyPI | humanfriendly | 10.0 | непряма |
| PyPI | id | 1.6.1 | непряма |
| PyPI | idna | 3.17 | непряма |
| PyPI | imagesize | 2.0.0 | непряма |
| PyPI | importlib-metadata | 9.0.0 | непряма |
| PyPI | iniconfig | 2.3.0 | непряма |
| PyPI | ipykernel | 7.3.0 | непряма |
| PyPI | ipython-pygments-lexers | 1.1.1 | непряма |
| PyPI | ipywidgets | 8.1.8 | непряма |
| PyPI | isoduration | 20.11.0 | непряма |
| PyPI | itsdangerous | 2.2.0 | непряма |
| PyPI | jedi | 0.20.0 | непряма |
| PyPI | jinja2 | 3.1.6 | непряма |
| PyPI | jmespath | 1.1.0 | непряма |
| PyPI | joblib | — | непряма |
| PyPI | joblib | 1.5.3 | непряма |
| PyPI | joserfc | 1.6.8 | непряма |
| PyPI | json5 | 0.14.0 | непряма |
| PyPI | jsonpatch | 1.33 | непряма |
| PyPI | jsonpath-ng | 1.8.0 | непряма |
| PyPI | jsonpointer | 3.1.1 | непряма |
| PyPI | jsonschema | 4.26.0 | непряма |
| PyPI | jsonschema-path | 0.5.0 | непряма |
| PyPI | jsonschema-specifications | 2025.9.1 | непряма |
| PyPI | jupyter | — | непряма |
| PyPI | jupyter | 1.1.1 | непряма |
| PyPI | jupyter-builder | 1.0.2 | непряма |
| PyPI | jupyter-client | 8.9.1 | непряма |
| PyPI | jupyter-console | 6.6.3 | 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 | 4.6.0 | непряма |
| PyPI | jupyterlab-pygments | 0.3.0 | непряма |
| PyPI | jupyterlab-server | 2.28.0 | непряма |
| PyPI | jupyterlab-widgets | 3.0.16 | непряма |
| PyPI | kiwisolver | 1.5.0 | непряма |
| PyPI | kombu | 5.6.2 | непряма |
| PyPI | lark | 1.3.1 | непряма |
| PyPI | lazy-object-proxy | 1.12.0 | непряма |
| PyPI | libcst | 1.8.6 | непряма |
| PyPI | license-expression | 30.4.4 | непряма |
| PyPI | licensecheck | 2026.0.8 | непряма |
| PyPI | lightgbm | — | непряма |
| PyPI | lightgbm | 4.6.0 | непряма |
| PyPI | linkify-it-py | 2.1.0 | непряма |
| PyPI | lockfile | 0.12.2 | непряма |
| PyPI | loguru | 0.7.3 | непряма |
| PyPI | mako | 1.3.12 | непряма |
| PyPI | markdown | 3.10.2 | непряма |
| PyPI | markdown-it-py | 4.2.0 | непряма |
| PyPI | markupsafe | 3.0.3 | непряма |
| PyPI | matplotlib-inline | 0.2.2 | непряма |
| PyPI | mdit-py-plugins | 0.6.1 | непряма |
| PyPI | mdurl | 0.1.2 | непряма |
| PyPI | methodtools | 0.4.7 | непряма |
| PyPI | microsoft-python-type-stubs | 0 | непряма |
| PyPI | mistune | 3.2.1 | непряма |
| PyPI | mlflow-skinny | — | непряма |
| PyPI | mlflow-skinny | 3.14.0 | непряма |
| PyPI | more-itertools | 11.1.0 | непряма |
| PyPI | moto | 5.2.1 | непряма |
| PyPI | mpmath | 1.3.0 | непряма |
| PyPI | msgspec | 0.21.1 | непряма |
| PyPI | multidict | 6.7.1 | непряма |
| PyPI | myst-parser | 5.1.0 | непряма |
| PyPI | narwhals | 2.21.2 | непряма |
| PyPI | natsort | 8.4.0 | непряма |
| PyPI | nbclient | 0.10.4 | непряма |
| PyPI | nbconvert | 7.17.1 | непряма |
| PyPI | nbformat | 5.10.4 | непряма |
| PyPI | nest-asyncio2 | 1.7.2 | непряма |
| PyPI | networkx | 3.6.1 | непряма |
| PyPI | notebook | 7.6.0 | непряма |
| PyPI | notebook-shim | 0.2.4 | непряма |
| PyPI | numpy | — | непряма |
| PyPI | numpy | 2.4.6 | непряма |
| PyPI | numpy-typing-compat | 20251206.2.4 | непряма |
| PyPI | nvidia-cublas-cu12 | — | непряма |
| PyPI | nvidia-cublas-cu12 | 12.9.2.10 | непряма |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.9.86 | непряма |
| PyPI | nvidia-cuda-runtime-cu12 | — | непряма |
| PyPI | nvidia-cuda-runtime-cu12 | 12.9.79 | непряма |
| PyPI | nvidia-cudnn-cu12 | — | непряма |
| PyPI | nvidia-cudnn-cu12 | 9.23.2.1 | непряма |
| PyPI | nvidia-cufft-cu12 | — | непряма |
| PyPI | nvidia-cufft-cu12 | 11.4.1.4 | непряма |
| PyPI | nvidia-curand-cu12 | — | непряма |
| PyPI | nvidia-curand-cu12 | 10.3.10.19 | непряма |
| PyPI | nvidia-nccl-cu12 | 2.30.4 | непряма |
| PyPI | nvidia-nvjitlink-cu12 | 12.9.86 | непряма |
| PyPI | onnxruntime | — | непряма |
| PyPI | onnxruntime | 1.27.0 | непряма |
| PyPI | onnxruntime-gpu | — | непряма |
| PyPI | onnxruntime-gpu | 1.27.0 | непряма |
| PyPI | openapi-schema-validator | 0.9.0 | непряма |
| PyPI | openapi-spec-validator | 0.9.0 | непряма |
| PyPI | openstef-deployment-examples | 0.0.0 | непряма |
| PyPI | openstef-docs | 0.0.0 | непряма |
| PyPI | openstef-examples | 0.0.0 | непряма |
| PyPI | openstef-meta | — | непряма |
| PyPI | openstef-meta | 0.0.0 | непряма |
| PyPI | opentelemetry-api | 1.42.1 | непряма |
| PyPI | opentelemetry-exporter-otlp | 1.42.1 | непряма |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.42.1 | непряма |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.42.1 | непряма |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.42.1 | непряма |
| PyPI | opentelemetry-proto | 1.42.1 | непряма |
| PyPI | opentelemetry-sdk | 1.42.1 | непряма |
| PyPI | opentelemetry-semantic-conventions | 0.63b1 | непряма |
| PyPI | optype | 0.17.1 | непряма |
| PyPI | outcome | 1.3.0.post0 | непряма |
| PyPI | packaging | 26.2 | непряма |
| PyPI | pandas | — | непряма |
| PyPI | pandas | 2.3.3 | непряма |
| PyPI | pandas-stubs | 2.3.3.260113 | непряма |
| PyPI | pandocfilters | 1.5.1 | непряма |
| PyPI | parso | 0.8.7 | непряма |
| PyPI | pastel | 0.2.1 | непряма |
| PyPI | pathable | 0.6.0 | непряма |
| PyPI | pathlib-abc | 0.5.2 | непряма |
| PyPI | pathspec | 1.1.1 | непряма |
| PyPI | pendulum | 3.2.0 | непряма |
| PyPI | pexpect | 4.9.0 | непряма |
| PyPI | pillow | 12.2.0 | непряма |
| PyPI | platformdirs | 4.10.0 | непряма |
| PyPI | plotly | — | непряма |
| PyPI | plotly | 6.8.0 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | poethepoet | 0.46.0 | непряма |
| PyPI | prometheus-client | 0.25.0 | непряма |
| PyPI | prompt-toolkit | 3.0.52 | непряма |
| PyPI | propcache | 0.5.2 | непряма |
| PyPI | protobuf | 6.33.6 | непряма |
| PyPI | psutil | 7.2.2 | непряма |
| PyPI | ptyprocess | 0.7.0 | непряма |
| PyPI | pure-eval | 0.2.3 | непряма |
| PyPI | pvlib | — | непряма |
| PyPI | pvlib | 0.15.2 | непряма |
| PyPI | py-partiql-parser | 0.6.3 | непряма |
| PyPI | pyarrow | — | непряма |
| PyPI | pyarrow | 24.0.0 | непряма |
| PyPI | pyasn1 | 0.6.3 | непряма |
| PyPI | pyasn1-modules | 0.4.2 | непряма |
| PyPI | pycountry | — | непряма |
| PyPI | pycountry | 26.2.16 | непряма |
| PyPI | pycparser | 3.0 | непряма |
| PyPI | pydantic | — | непряма |
| PyPI | pydantic | 2.13.4 | непряма |
| PyPI | pydantic-core | 2.46.4 | непряма |
| PyPI | pydantic-extra-types | — | непряма |
| PyPI | pydantic-extra-types | 2.11.1 | непряма |
| PyPI | pydantic-settings | — | непряма |
| PyPI | pydantic-settings | 2.14.2 | непряма |
| PyPI | pygments | 2.20.0 | непряма |
| PyPI | pygtrie | 2.5.0 | непряма |
| PyPI | pyjwt | 2.13.0 | непряма |
| PyPI | pyopenssl | 26.2.0 | непряма |
| PyPI | pyparsing | 3.3.2 | непряма |
| PyPI | pypi-attestations | 0.0.29 | непряма |
| PyPI | pyproject-fmt | 2.25.1 | непряма |
| PyPI | pyreadline3 | 3.5.6 | непряма |
| PyPI | pytest | 9.1.1 | непряма |
| PyPI | pytest-cov | 7.1.0 | непряма |
| PyPI | pytest-xdist | 3.8.0 | непряма |
| PyPI | python-daemon | 3.1.2 | непряма |
| PyPI | python-dateutil | 2.9.0.post0 | непряма |
| PyPI | python-debian | 1.1.0 | непряма |
| PyPI | python-dotenv | 1.2.2 | непряма |
| PyPI | python-json-logger | 4.1.0 | непряма |
| PyPI | python-magic | 0.4.27 | непряма |
| PyPI | python-multipart | 0.0.32 | непряма |
| PyPI | python-slugify | 8.0.4 | непряма |
| PyPI | pytz | 2026.2 | непряма |
| PyPI | pywin32 | 311 | непряма |
| PyPI | pywinpty | 3.0.3 | непряма |
| PyPI | pyyaml | — | непряма |
| PyPI | pyyaml | 6.0.3 | непряма |
| PyPI | pyyaml-ft | 8.0.0 | непряма |
| PyPI | pyzmq | 27.1.0 | непряма |
| PyPI | redis | 6.4.0 | непряма |
| PyPI | referencing | 0.37.0 | непряма |
| PyPI | regex | 2026.5.9 | непряма |
| PyPI | requests | 2.34.2 | непряма |
| PyPI | requests-cache | 1.3.2 | непряма |
| PyPI | requests-toolbelt | 1.0.0 | непряма |
| PyPI | requirements-parser | 0.13.0 | непряма |
| PyPI | responses | 0.26.1 | непряма |
| PyPI | reuse | 6.2.0 | непряма |
| PyPI | rfc3161-client | 1.0.6 | непряма |
| PyPI | rfc3339-validator | 0.1.4 | непряма |
| PyPI | rfc3986 | 2.0.0 | непряма |
| PyPI | rfc3986-validator | 0.1.1 | непряма |
| PyPI | rfc3987-syntax | 1.1.0 | непряма |
| PyPI | rfc8785 | 0.1.4 | непряма |
| PyPI | rich | 15.0.0 | непряма |
| PyPI | rich-argparse | 1.8.0 | непряма |
| PyPI | rich-toolkit | 0.20.1 | непряма |
| PyPI | roman-numerals | 4.1.0 | непряма |
| PyPI | rpds-py | 2026.5.1 | непряма |
| PyPI | ruff | 0.15.20 | непряма |
| PyPI | s3fs | — | непряма |
| PyPI | s3fs | 2026.6.0 | непряма |
| PyPI | s3transfer | 0.17.1 | непряма |
| PyPI | scikit-learn | — | непряма |
| PyPI | scikit-learn | 1.7.2 | непряма |
| PyPI | scipy | — | непряма |
| PyPI | scipy | 1.17.1 | непряма |
| PyPI | scipy-stubs | 1.17.1.5 | непряма |
| PyPI | scoringrules | — | непряма |
| PyPI | securesystemslib | 1.4.0 | непряма |
| PyPI | send2trash | 2.1.0 | непряма |
| PyPI | setproctitle | 1.3.7 | непряма |
| PyPI | setuptools | 82.0.1 | непряма |
| PyPI | shellingham | 1.5.4 | непряма |
| PyPI | sigstore | 4.3.0 | непряма |
| PyPI | sigstore-models | 0.0.6 | непряма |
| PyPI | sigstore-rekor-types | 0.0.18 | непряма |
| PyPI | six | 1.17.0 | непряма |
| PyPI | smmap | 5.0.3 | непряма |
| PyPI | sniffio | 1.3.1 | непряма |
| PyPI | snowballstemmer | 3.1.0 | непряма |
| PyPI | soupsieve | 2.8.4 | 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 | sqlalchemy | 2.0.51 | непряма |
| PyPI | sqlparse | 0.5.5 | непряма |
| PyPI | stack-data | 0.6.3 | непряма |
| PyPI | starlette | 1.3.1 | непряма |
| PyPI | structlog | 25.5.0 | непряма |
| PyPI | svcs | 25.1.0 | непряма |
| PyPI | sympy | 1.14.0 | непряма |
| PyPI | tabulate | 0.10.0 | непряма |
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Звіт у форматі JSON машиночитний
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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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{
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{
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{
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{
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},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"openstef"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 2
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 2 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 2
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "246 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 246
}
}
],
"max_points": 20
},
{
"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": 90,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 84,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "8 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 8
}
}
],
"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": "ruff.toml",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "ruff.toml"
}
}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"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",
"detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"forecasting",
"energy",
"python",
"data-science",
"machine-learning",
"time-series",
"energy-forecasting"
],
"has_wiki": true,
"homepage": "https://openstef.github.io/openstef",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://openstef.github.io/openstef",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "7 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 7
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "good",
"name": "Security",
"value": 72,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "good",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 72,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 7.2
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 5.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"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": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 24/25 approved changesets -- score normalized to 9",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 15 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": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 25 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 not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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 detected but not run on all commits",
"points": 4.5,
"status": "partial",
"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": "3 out of the last 3 releases have a total of 3 signed artifacts.",
"points": 6,
"status": "partial",
"details": [],
"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": "24 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"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": 7
},
"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": "at_risk",
"name": "AI Readiness",
"value": 40,
"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.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"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": "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. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 64,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": "ruff.toml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "ruff.toml"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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 data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"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": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 40325,
"source_files_sampled": 419,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/419 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 419,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples",
"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": "examples, notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, 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": [
"Could not fetch pypi package 'openstef-docs' from its registry",
"Could not fetch pypi package 'openstef-examples' from its registry"
],
"report_type": "repository",
"generated_at": "2026-07-19T16:00:17.771820Z",
"schema_version": "0.15.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/o/OpenSTEF/openstef.svg",
"full_name": "OpenSTEF/openstef",
"license_state": "standard",
"license_spdx": "MPL-2.0"
}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 v0.15.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.