Публічний реєстрПомірний
Звіт про здоров'я програмного забезпеченнясхема 0.11.0 · метрики 1.13.0 · 2026-07-17 06:55 UTC
gilad-rubin / hypster
HyPSTER - Configuration Framework for Optimizing AI & AI Systems
gilad-rubin/hypster має індекс здоров’я 68 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (96/100), найнижчий — Sustainability & Governance (54/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.
68
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.
68
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
Gilad RubinОсобистий обліковий запис
10 підписників17 публічних репозиторіївз груд. 2013 р.
Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація | Теги |
|---|---|---|---|---|---|---|
| PyPI | hypster | 0.9.1 | 615 | 68 | 0 днів тому | aiconfigurationmachine-learning |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
79
Активність розробки
71Добрий
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 6.9/36 | Ритм комітів — 10/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 180 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 180 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 10 |
Дисципліна релізів
90Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 11 релізів |
| 36/36 | Свіжість релізів — останній реліз 0 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~35,8 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Використані вхідні дані
| releases_count | 11 |
| latest_release_tag | v0.9.1 |
| releases_from_tags | ні |
| days_since_latest_release | 0 |
| mean_days_between_releases | 35,8 |
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
56
Популярність і впровадження
29Критичний
Як обчислюється оцінка
| 28.7/60 | Зірки — 60 зірок |
| 0/25 | Форки — 2 форків |
| 0/15 | Спостерігачі — 2 спостерігачів |
Використані вхідні дані
| forks | 2 |
| stars | 60 |
| watchers | 2 |
| 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 (MIT) |
| 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)
47У зоні ризику
Як обчислюється оцінка
| 37.2/80 | Щомісячні завантаження — 615 завантажень/місяць у pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
Використані вхідні дані
| packages | hypster |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 615 |
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?
54
Стійкість мейнтейнерів (бас-фактор)
15Критичний
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 0.6/22.5 | Розподіл комітів — головний контриб’ютор — автор 97% комітів |
| 5.4/13.5 | Широта контриб’юторів — 4 контриб’юторів |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 4 |
| top_contributor_share | 0,974 |
Реактивність на issue та PR
71Добрий
Як обчислюється оцінка
| 46.8/46.8 | Вирішення issue — закрито 100% issue |
| 24/38.3 | Прийняття PR — злито 47/75 вирішених PR |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/13 approved changesets -- score normalized to 0 |
Використані вхідні дані
| merged_prs | 47 |
| open_issues | 0 |
| closed_issues | 31 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 28 |
Власність та опіка
48У зоні ризику
Як обчислюється оцінка
| 10/30 | Підтримка власника — особистий (користувацький) обліковий запис |
| 0/20 | Верифікований домен — не застосовно до користувацьких облікових записів |
| 7.5/25 | Охоплення власника — 10 підписників у gilad-rubin |
| 21.1/25 | Послужний список — 17 публічних репозиторіїв, вік облікового запису ~12 р. |
Використані вхідні дані
| followers | 10 |
| owner_type | User |
| is_verified | — |
| owner_login | gilad-rubin |
| public_repos | 17 |
| account_age_days | 4 603 |
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.
Супровід пакетів
100Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 0 дн. тому |
| 20/20 | Історія версій — 68 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | hypster |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 0 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
96
Інженерні практики
94Відмінний
Як обчислюється оцінка
| 24/24 | Процеси CI — 7 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 — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | так |
| has_precommit_config | так |
Документація
100Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://gilad-rubin.gitbook.io/hypster |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 4 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | hyperparameter-optimization, auto-ml, machine-learning, generative-ai |
| has_wiki | так |
| homepage | https://gilad-rubin.gitbook.io/hypster |
| 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?
55
Стан безпеки
55Помірний
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 13 out of 13 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 |
| 0/7.5 | Code-Review — Found 0/13 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 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 28 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
| 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 — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 5,5 |
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.
68
Контекст і настанови для агентів
75Добрий
Як обчислюється оцінка
| 45/45 | Інструкції для агентів — AGENTS.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 | AGENTS.md |
| agent_instruction_max_bytes | 796 |
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 |
| 11/11 | Статична перевірка типів — packages/react/tsconfig.json, src/hypster/py.typed |
| 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 |
| 1/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | package-lock.json, uv.lock |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | packages/react/tsconfig.json, src/hypster/py.typed |
| 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
82Добрий
Як обчислюється оцінка
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (packages/react/tsconfig.json, src/hypster/py.typed) |
| 55/55 | Керовані розміри файлів — 0/71 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 36 346 |
| source_files_sampled | 71 |
| 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
60зірок GitHub
4контриб'юторів
180комітів за останні 12 місяців
0днів від останнього пушу
11релізів
1бас-фактор
0відкритих issue
PyPIпакетних екосистем
Докладніше
OpenSSF Scorecard 5.5 / 10
5.5сукупно
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 |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 13 out of 13 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 |
| 0 | Code-Review | Found 0/13 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 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 28 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 1 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 1 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Усі залежності 276
Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 276 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| npm | @asamuzakjp/css-color | 3.2.0 | непряма |
| npm | @babel/code-frame | 7.29.7 | непряма |
| npm | @babel/helper-validator-identifier | 7.29.7 | непряма |
| npm | @babel/runtime | 7.29.7 | непряма |
| npm | @csstools/color-helpers | 5.1.0 | непряма |
| npm | @csstools/css-calc | 2.1.4 | непряма |
| npm | @csstools/css-color-parser | 3.1.0 | непряма |
| npm | @csstools/css-parser-algorithms | 3.0.5 | непряма |
| npm | @csstools/css-tokenizer | 3.0.4 | непряма |
| npm | @esbuild/aix-ppc64 | 0.25.12 | непряма |
| npm | @esbuild/android-arm | 0.25.12 | непряма |
| npm | @esbuild/android-arm64 | 0.25.12 | непряма |
| npm | @esbuild/android-x64 | 0.25.12 | непряма |
| npm | @esbuild/darwin-arm64 | 0.25.12 | непряма |
| npm | @esbuild/darwin-x64 | 0.25.12 | непряма |
| npm | @esbuild/freebsd-arm64 | 0.25.12 | непряма |
| npm | @esbuild/freebsd-x64 | 0.25.12 | непряма |
| npm | @esbuild/linux-arm | 0.25.12 | непряма |
| npm | @esbuild/linux-arm64 | 0.25.12 | непряма |
| npm | @esbuild/linux-ia32 | 0.25.12 | непряма |
| npm | @esbuild/linux-loong64 | 0.25.12 | непряма |
| npm | @esbuild/linux-mips64el | 0.25.12 | непряма |
| npm | @esbuild/linux-ppc64 | 0.25.12 | непряма |
| npm | @esbuild/linux-riscv64 | 0.25.12 | непряма |
| npm | @esbuild/linux-s390x | 0.25.12 | непряма |
| npm | @esbuild/linux-x64 | 0.25.12 | непряма |
| npm | @esbuild/netbsd-arm64 | 0.25.12 | непряма |
| npm | @esbuild/netbsd-x64 | 0.25.12 | непряма |
| npm | @esbuild/openbsd-arm64 | 0.25.12 | непряма |
| npm | @esbuild/openbsd-x64 | 0.25.12 | непряма |
| npm | @esbuild/openharmony-arm64 | 0.25.12 | непряма |
| npm | @esbuild/sunos-x64 | 0.25.12 | непряма |
| npm | @esbuild/win32-arm64 | 0.25.12 | непряма |
| npm | @esbuild/win32-ia32 | 0.25.12 | непряма |
| npm | @esbuild/win32-x64 | 0.25.12 | непряма |
| npm | @testing-library/dom | 10.4.1 | непряма |
| npm | @testing-library/react | 16.3.2 | непряма |
| npm | @types/aria-query | 5.0.4 | непряма |
| npm | @types/react | 19.2.17 | непряма |
| npm | @types/react-dom | 19.2.3 | непряма |
| npm | @vscode/python-extension | 1.0.6 | непряма |
| npm | @vscode/test-electron | 3.0.0 | непряма |
| npm | agent-base | 7.1.4 | непряма |
| npm | ansi-regex | 5.0.1 | непряма |
| npm | ansi-regex | 6.2.2 | непряма |
| npm | ansi-styles | 5.2.0 | непряма |
| npm | aria-query | 5.3.0 | непряма |
| npm | chalk | 5.6.2 | непряма |
| npm | cli-cursor | 5.0.0 | непряма |
| npm | cli-spinners | 2.9.2 | непряма |
| npm | core-util-is | 1.0.3 | непряма |
| npm | cssstyle | 4.6.0 | непряма |
| npm | csstype | 3.2.3 | непряма |
| npm | data-urls | 5.0.0 | непряма |
| npm | debug | 4.4.3 | непряма |
| npm | decimal.js | 10.6.0 | непряма |
| npm | dequal | 2.0.3 | непряма |
| npm | dom-accessibility-api | 0.5.16 | непряма |
| npm | emoji-regex | 10.6.0 | непряма |
| npm | entities | 6.0.1 | непряма |
| npm | esbuild | 0.25.12 | непряма |
| npm | get-east-asian-width | 1.6.0 | непряма |
| npm | html-encoding-sniffer | 4.0.0 | непряма |
| npm | http-proxy-agent | 7.0.2 | непряма |
| npm | https-proxy-agent | 7.0.6 | непряма |
| npm | iconv-lite | 0.6.3 | непряма |
| npm | immediate | 3.0.6 | непряма |
| npm | inherits | 2.0.4 | непряма |
| npm | is-interactive | 2.0.0 | непряма |
| npm | is-potential-custom-element-name | 1.0.1 | непряма |
| npm | is-unicode-supported | 1.3.0 | непряма |
| npm | is-unicode-supported | 2.1.0 | непряма |
| npm | isarray | 1.0.0 | непряма |
| npm | js-tokens | 4.0.0 | непряма |
| npm | jsdom | 26.1.0 | непряма |
| npm | jszip | 3.10.1 | непряма |
| npm | lie | 3.3.0 | непряма |
| npm | log-symbols | 6.0.0 | непряма |
| npm | lru-cache | 10.4.3 | непряма |
| npm | lz-string | 1.5.0 | непряма |
| npm | mimic-function | 5.0.1 | непряма |
| npm | ms | 2.1.3 | непряма |
| npm | nwsapi | 2.2.24 | непряма |
| npm | onetime | 7.0.0 | непряма |
| npm | ora | 8.2.0 | непряма |
| npm | pako | 1.0.11 | непряма |
| npm | parse5 | 7.3.0 | непряма |
| npm | picocolors | 1.1.1 | непряма |
| npm | pretty-format | 27.5.1 | непряма |
| npm | process-nextick-args | 2.0.1 | непряма |
| npm | punycode | 2.3.1 | непряма |
| npm | react | 19.2.7 | непряма |
| npm | react-dom | 19.2.7 | непряма |
| npm | react-is | 17.0.2 | непряма |
| npm | readable-stream | 2.3.8 | непряма |
| npm | restore-cursor | 5.1.0 | непряма |
| npm | rrweb-cssom | 0.8.0 | непряма |
| npm | safe-buffer | 5.1.2 | непряма |
| npm | safer-buffer | 2.1.2 | непряма |
| npm | saxes | 6.0.0 | непряма |
| npm | scheduler | 0.27.0 | непряма |
| npm | semver | 7.8.5 | непряма |
| npm | setimmediate | 1.0.5 | непряма |
| npm | signal-exit | 4.1.0 | непряма |
| npm | stdin-discarder | 0.2.2 | непряма |
| npm | string-width | 7.2.0 | непряма |
| npm | string_decoder | 1.1.1 | непряма |
| npm | strip-ansi | 7.2.0 | непряма |
| npm | symbol-tree | 3.2.4 | непряма |
| npm | tldts | 6.1.86 | непряма |
| npm | tldts-core | 6.1.86 | непряма |
| npm | tough-cookie | 5.1.2 | непряма |
| npm | tr46 | 5.1.1 | непряма |
| npm | typescript | 6.0.3 | непряма |
| npm | util-deprecate | 1.0.2 | непряма |
| npm | w3c-xmlserializer | 5.0.0 | непряма |
| npm | webidl-conversions | 7.0.0 | непряма |
| npm | whatwg-encoding | 3.1.1 | непряма |
| npm | whatwg-mimetype | 4.0.0 | непряма |
| npm | whatwg-url | 14.2.0 | непряма |
| npm | ws | 8.21.0 | непряма |
| npm | xml-name-validator | 5.0.0 | непряма |
| npm | xmlchars | 2.2.0 | непряма |
| PyPI | alembic | 1.18.4 | непряма |
| PyPI | anyio | 4.14.1 | непряма |
| PyPI | anywidget | 0.11.0 | 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 | ast-serialize | 0.5.0 | непряма |
| PyPI | asttokens | 3.0.1 | 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 | bleach | 6.4.0 | непряма |
| PyPI | certifi | 2026.6.17 | непряма |
| PyPI | cffi | 2.1.0 | непряма |
| PyPI | cfgv | 3.5.0 | непряма |
| PyPI | charset-normalizer | 3.4.9 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | colorlog | 6.10.1 | непряма |
| PyPI | comm | 0.2.3 | непряма |
| PyPI | coverage | 7.13.4 | непряма |
| PyPI | debugpy | 1.8.21 | непряма |
| PyPI | decorator | 5.2.1 | непряма |
| PyPI | decorator | 5.3.1 | непряма |
| PyPI | defusedxml | 0.7.1 | непряма |
| PyPI | distlib | 0.4.0 | непряма |
| PyPI | exceptiongroup | 1.3.1 | непряма |
| PyPI | executing | 2.2.1 | непряма |
| PyPI | fastjsonschema | 2.21.2 | непряма |
| PyPI | filelock | 3.25.2 | непряма |
| PyPI | fqdn | 1.5.1 | непряма |
| PyPI | greenlet | 3.3.2 | непряма |
| PyPI | greenlet | 3.5.3 | непряма |
| PyPI | h11 | 0.16.0 | непряма |
| PyPI | httpcore | 1.0.9 | непряма |
| PyPI | httpx | 0.28.1 | непряма |
| PyPI | hypster | 0.9.1 | непряма |
| PyPI | hypster-jupyterlab-host-harness | 0.0.0 | непряма |
| PyPI | identify | 2.6.17 | непряма |
| PyPI | idna | 3.18 | непряма |
| PyPI | iniconfig | 2.3.0 | непряма |
| PyPI | ipykernel | 7.3.0 | непряма |
| PyPI | ipython | 8.38.0 | непряма |
| PyPI | ipython | 9.10.0 | непряма |
| PyPI | ipython | 9.11.0 | непряма |
| PyPI | ipython | 9.15.0 | непряма |
| PyPI | ipython-pygments-lexers | 1.1.1 | непряма |
| PyPI | ipywidgets | 8.1.8 | непряма |
| PyPI | isoduration | 20.11.0 | непряма |
| PyPI | jedi | 0.19.2 | непряма |
| PyPI | jedi | 0.20.0 | непряма |
| PyPI | jinja2 | 3.1.6 | 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-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 | 4.5.9 | непряма |
| PyPI | jupyterlab-pygments | 0.3.0 | непряма |
| PyPI | jupyterlab-server | 2.28.0 | непряма |
| PyPI | jupyterlab-widgets | 3.0.16 | непряма |
| PyPI | lark | 1.3.1 | непряма |
| PyPI | librt | 0.11.0 | непряма |
| PyPI | mako | 1.3.12 | непряма |
| PyPI | markdown-it-py | 4.0.0 | непряма |
| PyPI | markupsafe | 3.0.3 | непряма |
| PyPI | matplotlib-inline | 0.2.1 | непряма |
| PyPI | matplotlib-inline | 0.2.2 | непряма |
| PyPI | mdurl | 0.1.2 | непряма |
| PyPI | mistune | 3.3.3 | непряма |
| PyPI | mypy | 2.1.0 | непряма |
| PyPI | mypy-extensions | 1.1.0 | 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 | nodeenv | 1.10.0 | непряма |
| PyPI | notebook | 7.5.7 | непряма |
| PyPI | notebook-shim | 0.2.4 | непряма |
| PyPI | numpy | 2.2.6 | непряма |
| PyPI | numpy | 2.4.3 | непряма |
| PyPI | optuna | 4.9.0 | непряма |
| PyPI | packaging | 26.0 | непряма |
| PyPI | packaging | 26.2 | непряма |
| PyPI | pandocfilters | 1.5.1 | непряма |
| PyPI | parso | 0.8.6 | непряма |
| PyPI | parso | 0.8.7 | непряма |
| PyPI | pathspec | 1.0.4 | непряма |
| PyPI | pexpect | 4.9.0 | непряма |
| PyPI | platformdirs | 4.10.0 | непряма |
| PyPI | platformdirs | 4.9.4 | непряма |
| PyPI | playwright | 1.61.0 | 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 | psutil | 7.2.2 | непряма |
| PyPI | psygnal | 0.15.1 | непряма |
| PyPI | ptyprocess | 0.7.0 | непряма |
| PyPI | pure-eval | 0.2.3 | непряма |
| PyPI | pycparser | 3.0 | непряма |
| PyPI | pyee | 13.0.1 | непряма |
| PyPI | pygments | 2.20.0 | непряма |
| PyPI | pytest | 9.0.3 | непряма |
| PyPI | pytest | 9.1.1 | непряма |
| PyPI | pytest-codspeed | 5.0.3 | непряма |
| PyPI | pytest-cov | 7.1.0 | непряма |
| PyPI | python-dateutil | 2.9.0.post0 | непряма |
| PyPI | python-discovery | 1.1.3 | непряма |
| PyPI | python-json-logger | 4.1.0 | непряма |
| PyPI | pywinpty | 3.0.5 | непряма |
| PyPI | pyyaml | 6.0.3 | 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 | rich | 14.3.3 | непряма |
| PyPI | rpds-py | 2026.6.3 | непряма |
| PyPI | ruff | 0.15.16 | непряма |
| PyPI | send2trash | 2.1.0 | непряма |
| PyPI | setuptools | 83.0.0 | непряма |
| PyPI | six | 1.17.0 | непряма |
| PyPI | soupsieve | 2.8.4 | непряма |
| PyPI | sqlalchemy | 2.0.48 | непряма |
| PyPI | stack-data | 0.6.3 | непряма |
| PyPI | terminado | 0.18.1 | непряма |
| PyPI | tinycss2 | 1.5.1 | непряма |
| PyPI | tomli | 2.4.0 | непряма |
| PyPI | tornado | 6.5.7 | непряма |
| PyPI | tqdm | 4.67.3 | непряма |
| PyPI | traitlets | 5.14.3 | непряма |
| PyPI | traitlets | 5.15.1 | непряма |
| PyPI | typing-extensions | 4.15.0 | непряма |
| PyPI | typing-extensions | 4.16.0 | непряма |
| PyPI | tzdata | 2026.3 | непряма |
| PyPI | uri-template | 1.3.0 | непряма |
| PyPI | urllib3 | 2.7.0 | непряма |
| PyPI | virtualenv | 21.2.0 | непряма |
| PyPI | wcwidth | 0.6.0 | 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 | widgetsnbextension | 4.0.15 | непряма |
Звіт у форматі JSON машиночитний
{
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"machine-learning",
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"created_at": "2019-06-08T09:09:43Z",
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"updated_at": "2026-07-16T14:17:51Z",
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"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 100,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
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"exists": true,
"license": "MIT",
"keywords": [
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"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/hypster/",
"is_deprecated": false,
"latest_version": "0.9.1",
"repository_url": "https://github.com/gilad-rubin/hypster",
"versions_count": 68,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 615,
"first_published_at": "2019-12-29T22:14:25.897261Z",
"latest_published_at": "2026-07-16T14:20:41.108045Z",
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"popularity": {
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"stars": 60,
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"ai_readiness": {
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"example_dirs": [
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"typecheck_configs": [
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"oversized_source_files": 0,
"agent_instruction_files": [
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"dependencies": [],
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"error": null,
"source": "github-sbom",
"packages": [
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"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 47,
"inputs": {
"packages": [
"hypster"
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"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 615
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "615 downloads/month across pypi",
"points": 37.2,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 615,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
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],
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]
}
],
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},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 54,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 15,
"inputs": {
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"contributors_sampled": 4,
"top_contributor_share": 0.974
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
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}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 97% of commits",
"points": 0.6,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
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}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "4 contributors",
"points": 5.4,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 4
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}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
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"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 71,
"inputs": {
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"open_issues": 0,
"closed_issues": 31,
"issue_closed_ratio": 1,
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"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
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"points": 46.8,
"status": "met",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 100
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}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "47/75 decided PRs merged",
"points": 24,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 47,
"decided": 75
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}
],
"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
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"detail": "Found 0/13 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
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]
},
{
"key": "stewardship",
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"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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{
"code": "weights_renormalized",
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],
"value": 48,
"inputs": {
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"owner_login": "gilad-rubin",
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"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
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"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
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{
"key": "owner_reach",
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"detail": "10 followers of gilad-rubin",
"points": 7.5,
"status": "partial",
"details": [
{
"code": "owner_followers",
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}
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{
"key": "track_record",
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"points": 21.1,
"status": "partial",
"details": [
{
"code": "public_repos",
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},
{
"code": "account_age_years",
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}
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"max_points": 25
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]
},
{
"key": "package_maintenance",
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"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"hypster"
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"ecosystems": "pypi",
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"components": [
{
"key": "published_resolvable",
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"status": "met",
"details": [
{
"code": "packages_published",
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}
],
"max_points": 25
},
{
"key": "publish_recency",
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"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
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}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "68 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 68
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}
],
"max_points": 20
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{
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"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
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}
],
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}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
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"name": "Engineering Quality",
"value": 96,
"weight": 0.2,
"metrics": [
{
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"name": "Engineering practices",
"note": null,
"notes": [],
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"inputs": {
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"has_linter_config": true,
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"components": [
{
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"detail": "7 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
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}
],
"max_points": 24
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{
"key": "tests_present",
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"detail": null,
"points": 24,
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"details": [],
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{
"key": "linter_config",
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{
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{
"key": "editorconfig",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "openssf_scorecard_ci_tests",
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]
},
{
"key": "documentation",
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"notes": [],
"value": 100,
"inputs": {
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"has_wiki": true,
"homepage": "https://gilad-rubin.gitbook.io/hypster",
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"has_docs_dir": true,
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"components": [
{
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"details": [],
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{
"key": "documentation_directory",
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"points": 25,
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"details": [],
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{
"key": "documentation_homepage_site",
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{
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"details": [],
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{
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{
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"max_points": 10
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]
}
],
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{
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"metrics": [
{
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"note": null,
"notes": [],
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"inputs": {
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"components": [
{
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"points": 7.5,
"status": "met",
"details": [],
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{
"key": "branch_protection",
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"points": 2.2,
"status": "partial",
"details": [],
"max_points": 7.5
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{
"key": "ci_tests",
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"points": 2.5,
"status": "met",
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{
"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",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "contributors",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
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"points": 10,
"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
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"points": 7.5,
"status": "met",
"details": [],
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},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
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"points": 2.5,
"status": "met",
"details": [],
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{
"key": "maintained",
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"detail": "30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
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{
"key": "packaging",
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"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 1",
"points": 0.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
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"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
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{
"key": "security_policy",
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"points": 5,
"status": "met",
"details": [],
"max_points": 5
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{
"key": "signed_releases",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
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{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
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]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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{
"key": "ai_readiness",
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"name": "AI Readiness",
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"weight": 0,
"metrics": [
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"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": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 75,
"inputs": {
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"legible_history_share": null,
"agent_instruction_files": [
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"components": [
{
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"status": "met",
"details": [
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"code": "file_list",
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],
"max_points": 45
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{
"key": "machine_readable_docs_llms_txt",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
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"status": "excluded",
"details": [
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"code": "no_data",
"params": {}
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],
"max_points": 40
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]
},
{
"key": "ai_verify_loop",
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"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 67,
"inputs": {
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"components": [
{
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"points": 0,
"status": "missed",
"details": [],
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{
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{
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"points": 11,
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{
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{
"key": "automated_maintenance",
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{
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},
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"license_state": "standard",
"license_spdx": "MIT"
}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.