Python Classes Without Boilerplate
python-attrs/attrs має індекс здоров’я 85 зі 100, що відповідає смузі «Відмінний». Найвищий показник — Engineering Quality (96/100), найнижчий — AI Readiness (60/100). Останнє оновлення було 4 дні тому. Більшість нещодавньої роботи виконує один учасник.
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.
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.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація | Теги |
|---|---|---|---|---|---|---|
| PyPI | attrs | 26.1.0 | 872 036 228 | 36 | 118 днів тому | attributeboilerplateclass |
Чи живий проєкт — чи пишеться код і чи виходять релізи?
| 36/36 | Свіжість push — останній push 4 дн. тому |
| 27.7/36 | Ритм комітів — 40/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 131 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 14 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 131 |
| human_commit_share | — |
| days_since_last_push | 4 |
| active_weeks_last_year | 40 |
| 27/27 | Випускає релізи — опубліковано 27 релізів |
| 27/36 | Свіжість релізів — останній реліз 118 дн. тому |
| 19.8/27 | Ритм релізів — реліз кожні ~118,7 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
| releases_count | 27 |
| latest_release_tag | 26.1.0 |
| releases_from_tags | ні |
| days_since_latest_release | 118 |
| mean_days_between_releases | 118,7 |
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
| 60/60 | Зірки — 5 813 зірок |
| 22.1/25 | Форки — 450 форків |
| 9.7/15 | Спостерігачі — 56 спостерігачів |
| forks | 450 |
| stars | 5 813 |
| watchers | 56 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
| 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 |
| has_readme | так |
| has_license | так |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | так |
| has_pull_request_template | так |
| 80/80 | Щомісячні завантаження — 872 036 228 завантажень/місяць у pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
| packages | attrs |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 872 036 228 |
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 4.3/22.5 | Розподіл комітів — головний контриб’ютор — автор 81% комітів |
| 13.5/13.5 | Широта контриб’юторів — 100 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 47 contributing companies or organizations |
| bus_factor | 1 |
| contributors_sampled | 100 |
| top_contributor_share | 0,809 |
| 38.8/46.8 | Вирішення issue — закрито 83% issue |
| 31.5/38.3 | Прийняття PR — злито 634/771 вирішених PR |
| 1.5/15 | OpenSSF Scorecard: Code-Review — Found 5/27 approved changesets -- score normalized to 1 |
| merged_prs | 634 |
| open_issues | 135 |
| closed_issues | 659 |
| issue_closed_ratio | 0,83 |
| closed_unmerged_prs | 137 |
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 13.5/25 | Охоплення власника — 74 підписників у python-attrs |
| 15.5/25 | Послужний список — 2 публічних репозиторіїв, вік облікового запису ~9 р. |
| followers | 74 |
| owner_type | Organization |
| is_verified | — |
| owner_login | python-attrs |
| public_repos | 2 |
| account_age_days | 3 433 |
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 118 дн. тому |
| 20/20 | Історія версій — 36 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
| packages | attrs |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 118 |
Чи наявні базові інженерні практики та документація?
| 24/24 | Процеси CI — 6 процес(ів) CI |
| 24/24 | Наявні тести |
| 16/16 | Конфігурація лінтера — tox.ini |
| 9.6/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 17 out of 17 merged PRs checked by a CI test -- score normalized to 10 |
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | так |
| has_precommit_config | так |
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://www.attrs.org/ |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 5 тем |
| 10/10 | Wiki |
| topics | python, boilerplate, classes, oop, attributes |
| has_wiki | так |
| homepage | https://www.attrs.org/ |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — немає даних |
| 2.5/2.5 | CI-Tests — 17 out of 17 merged PRs checked by a CI test -- score normalized to 10 |
| 1.2/2.5 | CII-Best-Practices — badge detected: Passing |
| 0.8/7.5 | Code-Review — Found 5/27 approved changesets -- score normalized to 1 |
| 2.5/2.5 | Contributors — project has 47 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 5/5 | Fuzzing — project is fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 14 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 5/5 | Pinned-Dependencies — all dependencies are pinned |
| 5/5 | SAST — SAST tool is run on all commits |
| 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 |
| 3.8/7.5 | Vulnerabilities — 5 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 8,7 |
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.
| 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 |
| has_llms_txt | ні |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
| 18/18 | Розгортання однією командою — docs/Makefile |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера — tox.ini |
| 11/11 | Статична перевірка типів — src/attr/py.typed, src/attrs/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 |
| 10/10 | OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned |
| has_nix | ні |
| has_tests | так |
| lockfiles | uv.lock |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | docs/Makefile |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | src/attr/py.typed, src/attrs/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (src/attr/py.typed, src/attrs/py.typed) |
| 53/55 | Керовані розміри файлів — 2/54 файлів вихідного коду понад 60 КБ |
| primary_language | Python |
| largest_source_bytes | 107 109 |
| source_files_sampled | 54 |
| oversized_source_files | 2 |
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| н/д | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 17 out of 17 merged PRs checked by a CI test -- score normalized to 10 |
| 5 | CII-Best-Practices | badge detected: Passing |
| 1 | Code-Review | Found 5/27 approved changesets -- score normalized to 1 |
| 10 | Contributors | project has 47 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 10 | Fuzzing | project is fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 14 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 10 | Pinned-Dependencies | all dependencies are pinned |
| 10 | SAST | SAST tool is run on all commits |
| 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 |
| 5 | Vulnerabilities | 5 existing vulnerabilities detected |
Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 98 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | accessible-pygments | 0.0.5 | непряма |
| PyPI | alabaster | 0.7.16 | непряма |
| PyPI | alabaster | 1.0.0 | непряма |
| PyPI | anyio | 4.12.1 | непряма |
| PyPI | anyio | 4.14.1 | непряма |
| PyPI | ast-serialize | 0.6.0 | непряма |
| PyPI | babel | 2.18.0 | непряма |
| PyPI | beautifulsoup4 | 4.15.0 | непряма |
| PyPI | certifi | 2026.6.17 | непряма |
| PyPI | charset-normalizer | 3.4.7 | непряма |
| PyPI | click | 8.1.8 | непряма |
| PyPI | click | 8.4.2 | непряма |
| PyPI | cloudpickle | 3.1.2 | непряма |
| PyPI | cogapp | 3.6.0 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | coverage | 7.10.7 | непряма |
| PyPI | coverage | 7.15.0 | непряма |
| PyPI | decorator | 5.3.1 | непряма |
| PyPI | docutils | 0.21.2 | непряма |
| PyPI | docutils | 0.22.4 | непряма |
| PyPI | exceptiongroup | 1.3.1 | непряма |
| PyPI | execnet | 2.1.2 | непряма |
| PyPI | furo | 2025.12.19 | непряма |
| PyPI | hypothesis | 6.141.1 | непряма |
| PyPI | hypothesis | 6.156.6 | непряма |
| PyPI | idna | 3.18 | непряма |
| PyPI | imagesize | 1.5.0 | непряма |
| PyPI | imagesize | 2.0.0 | непряма |
| PyPI | importlib-metadata | 8.7.1 | непряма |
| PyPI | importlib-resources | 6.5.2 | непряма |
| PyPI | iniconfig | 2.1.0 | непряма |
| PyPI | iniconfig | 2.3.0 | непряма |
| PyPI | jinja2 | 3.1.6 | непряма |
| PyPI | jsonschema | 4.26.0 | непряма |
| PyPI | jsonschema-specifications | 2025.9.1 | непряма |
| PyPI | librt | 0.12.0 | непряма |
| PyPI | markdown-it-py | 3.0.0 | непряма |
| PyPI | markdown-it-py | 4.2.0 | непряма |
| PyPI | markupsafe | 3.0.3 | непряма |
| PyPI | mdit-py-plugins | 0.4.2 | непряма |
| PyPI | mdit-py-plugins | 0.6.1 | непряма |
| PyPI | mdurl | 0.1.2 | непряма |
| PyPI | mypy | 2.1.0 | непряма |
| PyPI | mypy-extensions | 1.1.0 | непряма |
| PyPI | myst-parser | 3.0.1 | непряма |
| PyPI | myst-parser | 4.0.1 | непряма |
| PyPI | myst-parser | 5.1.0 | непряма |
| PyPI | nodeenv | 1.10.0 | непряма |
| PyPI | packaging | 26.2 | непряма |
| PyPI | pathspec | 1.1.1 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | psutil | 7.2.2 | непряма |
| PyPI | pygments | 2.20.0 | непряма |
| PyPI | pympler | 1.1 | непряма |
| PyPI | pyrefly | 1.1.1 | непряма |
| PyPI | pyright | 1.1.411 | непряма |
| PyPI | pytest | 8.4.2 | непряма |
| PyPI | pytest | 9.1.1 | непряма |
| PyPI | pytest-codspeed | 5.0.3 | непряма |
| PyPI | pytest-mypy-plugins | 4.0.3 | непряма |
| PyPI | pytest-xdist | 3.8.0 | непряма |
| PyPI | pywin32 | 312 | непряма |
| PyPI | pyyaml | 6.0.3 | непряма |
| PyPI | referencing | 0.37.0 | непряма |
| PyPI | regex | 2026.6.28 | непряма |
| PyPI | requests | 2.32.5 | непряма |
| PyPI | requests | 2.34.2 | непряма |
| PyPI | rich | 15.0.0 | непряма |
| PyPI | roman-numerals | 4.1.0 | непряма |
| PyPI | rpds-py | 0.30.0 | непряма |
| PyPI | rpds-py | 2026.6.3 | непряма |
| PyPI | ruff | 0.15.20 | непряма |
| PyPI | snowballstemmer | 3.1.1 | непряма |
| PyPI | sortedcontainers | 2.4.0 | непряма |
| PyPI | soupsieve | 2.8.4 | непряма |
| PyPI | sphinx | 7.4.7 | непряма |
| PyPI | sphinx | 8.1.3 | непряма |
| PyPI | sphinx | 9.0.4 | непряма |
| PyPI | sphinx | 9.1.0 | непряма |
| PyPI | sphinx-basic-ng | 1.0.0b2 | непряма |
| PyPI | sphinx-notfound-page | 1.1.0 | непряма |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | непряма |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | непряма |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | непряма |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | непряма |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | непряма |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | непряма |
| PyPI | sphinxcontrib-towncrier | 0.5.0a0 | непряма |
| PyPI | tomli | 2.4.1 | непряма |
| PyPI | tomlkit | 0.15.0 | непряма |
| PyPI | towncrier | 25.8.0 | непряма |
| PyPI | ty | 0.0.56 | непряма |
| PyPI | typing-extensions | 4.16.0 | непряма |
| PyPI | urllib3 | 2.6.3 | непряма |
| PyPI | urllib3 | 2.7.0 | непряма |
| PyPI | watchfiles | 1.1.1 | непряма |
| PyPI | watchfiles | 1.2.0 | непряма |
| PyPI | zipp | 3.23.1 | непряма |
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"first_published_at": "2015-02-21T10:42:56.582807Z",
"latest_published_at": "2026-03-19T14:22:25.026315Z",
"latest_version_yanked": null,
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"popularity": {
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"stars": 5813,
"watchers": 56,
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"ai_readiness": {
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"has_llms_txt": false,
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{
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{
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]
},
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}
],
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{
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"code": "release_recency",
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]
},
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]
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],
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{
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"weight": 0.18,
"metrics": [
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}
],
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},
{
"key": "forks",
"name": "Forks",
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"points": 22.1,
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"details": [
{
"code": "forks",
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"count": 450
}
}
],
"max_points": 25
},
{
"key": "watchers",
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}
],
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]
},
{
"key": "community_health",
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"notes": [],
"value": 92,
"inputs": {
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},
{
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"code": "license_standard",
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{
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],
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},
{
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{
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},
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"components": [
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}
],
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{
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"details": [
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}
],
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]
}
],
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},
{
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"notes": [],
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"key": "bus_factor",
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}
],
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{
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"code": "top_contributor_share",
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}
],
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{
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}
],
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{
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}
]
},
{
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"notes": [],
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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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]
},
{
"key": "stewardship",
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"inputs": {
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"components": [
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}
],
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{
"key": "verified_domain",
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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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"code": "ci_workflows",
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{
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{
"key": "linter_config",
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{
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]
},
{
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"notes": [],
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"inputs": {
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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": "dependency_update_tool",
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},
{
"key": "fuzzing",
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},
{
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},
{
"key": "maintained",
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},
{
"key": "packaging",
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"status": "met",
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},
{
"key": "pinned_dependencies",
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"details": [],
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},
{
"key": "sast",
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},
{
"key": "security_policy",
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"status": "met",
"details": [],
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},
{
"key": "signed_releases",
"name": "Signed-Releases",
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"status": "excluded",
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"code": "no_data",
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],
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},
{
"key": "token_permissions",
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},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
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"status": "partial",
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}
]
},
{
"key": "high_risk_jurisdiction_exposure",
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"name": "High-Risk Jurisdiction Exposure",
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"notes": [
{
"code": "jurisdiction_evidence_limits",
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}
],
"value": 100,
"inputs": {
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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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],
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},
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"generated_at": "2026-07-16T12:17:50.613989Z",
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}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.11.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.