Публічний реєстрПомірний
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-23 00:16 UTC
Kaggle / kaggle-sdk-python
Python bindings to access Kaggle endpoints
Kaggle/kaggle-sdk-python має індекс здоров’я 61 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (88/100), найнижчий — Community & Adoption (37/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 3 учасники.
61
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.
61
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
KaggleОрганізація
2 261 підписник16 публічних репозиторіївз січ. 2012 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 | kagglesdkвказує на інший репозиторій — не оцінюється | 0.1.35 | - | 32 | 0 днів тому | apikaggle |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
88
Активність розробки
80Добрий
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 18.7/36 | Ритм комітів — 27/52 тижнів із комітами |
| 14.9/18 | Обсяг комітів — 45 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 45 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 27 |
Дисципліна релізів
100Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 24 релізів |
| 36/36 | Свіжість релізів — останній реліз 0 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~6 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 24 |
| latest_release_tag | v0.1.35 |
| releases_from_tags | ні |
| days_since_latest_release | 0 |
| mean_days_between_releases | 6 |
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
37
Популярність і впровадження
25Критичний
Як обчислюється оцінка
| 12.6/60 | Зірки — 7 зірок |
| 5.8/25 | Форки — 6 форків |
| 6.7/15 | Спостерігачі — 17 спостерігачів |
Використані вхідні дані
| forks | 6 |
| stars | 7 |
| watchers | 17 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
50Помірний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (Apache-2.0) |
| 0/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | ні |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | ні |
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 |
| 17.1/22.5 | Розподіл комітів — головний контриб’ютор — автор 24% комітів |
| 13.5/13.5 | Широта контриб’юторів — 11 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 3 |
| contributors_sampled | 11 |
| top_contributor_share | 0,241 |
Реактивність на issue та PR
85Відмінний
Як обчислюється оцінка
| 37.4/46.8 | Вирішення issue — закрито 80% issue |
| 34.4/38.3 | Прийняття PR — злито 53/59 вирішених PR |
| 13.5/15 | OpenSSF Scorecard: Code-Review — Found 29/30 approved changesets -- score normalized to 9 |
Використані вхідні дані
| merged_prs | 53 |
| open_issues | 1 |
| closed_issues | 4 |
| issue_closed_ratio | 0,8 |
| closed_unmerged_prs | 6 |
Власність та опіка
75Добрий
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 24.1/25 | Охоплення власника — 2 261 підписників у Kaggle |
| 21/25 | Послужний список — 16 публічних репозиторіїв, вік облікового запису ~14 р. |
Використані вхідні дані
| followers | 2 261 |
| owner_type | Organization |
| is_verified | — |
| owner_login | Kaggle |
| public_repos | 16 |
| account_age_days | 5 300 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
41
Інженерні практики
42У зоні ризику
Як обчислюється оцінка
| 0/24 | Процеси CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
Використані вхідні дані
| has_ci | ні |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
Документація
40У зоні ризику
Як обчислюється оцінка
| 30/30 | README |
| 0/25 | Каталог документації |
| 0/15 | Сайт документації / домашня сторінка |
| 10/10 | Опис репозиторію |
| 0/10 | Теми |
| 0/10 | Wiki |
Використані вхідні дані
| topics | — |
| has_wiki | ні |
| homepage | — |
| has_readme | так |
| has_docs_dir | ні |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
49
Стан безпеки
49У зоні ризику
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.2/2.5 | CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 6.8/7.5 | Code-Review — Found 29/30 approved changesets -- score normalized to 9 |
| 2.5/2.5 | Contributors — project has 5 contributing companies or organizations |
| 0/10 | Dangerous-Workflow — немає даних |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — немає даних |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — немає даних |
| 0/7.5 | Token-Permissions — немає даних |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 14 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 4 |
| scorecard_aggregate | 4,9 |
Виключено з оцінювання (немає даних або не застосовно): dangerous_workflow, packaging, signed_releases, token_permissions. 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.
39
Контекст і настанови для агентів
40У зоні ризику
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 40/40 | Читабельна історія комітів — намір зазначено у 53 з 54 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | 0,981 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Цикл верифікації (збірка / тести / перевірка типів)
32У зоні ризику
Як обчислюється оцінка
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 0/11 | Статична перевірка типів |
| 10/10 | Відтворюване середовище — Dockerfile |
| 0/10 | Підтверджена практика роботи з агентами — серед останніх 54 комітів немає створених агентом |
| 0/8 | Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | — |
| has_dockerfile | так |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Читабельність коду для моделей
53Помірний
Як обчислюється оцінка
| 0/45 | Типізований код — Python без конфігурації перевірки типів |
| 53.3/55 | Керовані розміри файлів — 5/161 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 167 583 |
| source_files_sampled | 161 |
| oversized_source_files | 5 |
Ключові факти
7зірок GitHub
11контриб'юторів
45комітів за останні 12 місяців
0днів від останнього пушу
24релізів
3бас-фактор
1відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- pypi package 'kagglesdk' points at a different repository (https://github.com/Kaggle/kagglesdk); excluded from ecosystem scoring
- deps.dev does not index pypi:kagglesdk@0.1.35; advisories assessed against the repository dependency graph instead
- No resolved dependencies carried a version and a supported ecosystem
Докладніше
Історія зірок і форків 0 ★ / 6 ⇿
0Зірки
6Форки
20Релізи
Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.
Мажорні 0Мінорні 0Патчі 20
OpenSSF Scorecard 4.9 / 10
4.9сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 9 | CI-Tests | 29 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 9 | Code-Review | Found 29/30 approved changesets -- score normalized to 9 |
| 10 | Contributors | project has 5 contributing companies or organizations |
| н/д | Dangerous-Workflow | no workflows found |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| н/д | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| н/д | Signed-Releases | no releases found |
| н/д | Token-Permissions | No tokens found |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Прямі залежності 2
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | requests | — | pyproject.toml |
| PyPI | protobuf | — | pyproject.toml |
Усі залежності 2
Повний розв'язаний набір залежностей із графа залежностей GitHub: 2 прямих і 0 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | protobuf | — | пряма |
| PyPI | requests | — | пряма |
Сповіщення про залежності не оцінено
Звірка сповіщень не відбулася для цього звіту: No resolved dependencies carried a version and a supported ecosystem
Звіт у форматі JSON машиночитний
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 1718,
"has_wiki": false,
"homepage": null,
"languages": {
"Python": 1382256,
"Dockerfile": 308
},
"pushed_at": "2026-07-22T21:57:02Z",
"created_at": "2025-03-04T19:06:52Z",
"owner_type": "Organization",
"updated_at": "2026-07-22T21:29:43Z",
"description": "Python bindings to access Kaggle endpoints",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "http://www.kaggle.com",
"name": "Kaggle",
"type": "Organization",
"login": "Kaggle",
"company": null,
"location": "San Francisco, California",
"followers": 2261,
"avatar_url": "https://avatars.githubusercontent.com/u/1336944?v=4",
"created_at": "2012-01-17T15:14:46Z",
"is_verified": null,
"public_repos": 16,
"account_age_days": 5300
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.1.35",
"kind": "patch",
"published_at": "2026-07-22T21:57:02Z"
},
{
"tag": "v0.1.34",
"kind": "patch",
"published_at": "2026-07-10T17:41:31Z"
},
{
"tag": "v0.1.33",
"kind": "patch",
"published_at": "2026-07-01T19:01:34Z"
},
{
"tag": "v0.1.32",
"kind": "patch",
"published_at": "2026-06-30T19:41:18Z"
},
{
"tag": "v0.1.31",
"kind": "patch",
"published_at": "2026-06-29T21:40:20Z"
},
{
"tag": "v0.1.30",
"kind": "patch",
"published_at": "2026-06-11T22:53:48Z"
},
{
"tag": "v0.1.29",
"kind": "patch",
"published_at": "2026-06-11T20:47:43Z"
},
{
"tag": "v0.1.28",
"kind": "patch",
"published_at": "2026-06-03T16:41:07Z"
},
{
"tag": "v0.1.27",
"kind": "patch",
"published_at": "2026-05-29T22:52:28Z"
},
{
"tag": "v0.1.26",
"kind": "patch",
"published_at": "2026-05-29T14:00:07Z"
},
{
"tag": "v0.1.25",
"kind": "patch",
"published_at": "2026-05-27T16:48:35Z"
},
{
"tag": "v0.1.24",
"kind": "patch",
"published_at": "2026-05-26T16:50:37Z"
},
{
"tag": "v0.1.23",
"kind": "patch",
"published_at": "2026-05-01T15:50:53Z"
},
{
"tag": "v0.1.22",
"kind": "patch",
"published_at": "2026-04-28T16:55:48Z"
},
{
"tag": "v0.1.21",
"kind": "patch",
"published_at": "2026-04-24T16:47:57Z"
},
{
"tag": "v0.1.20",
"kind": "patch",
"published_at": "2026-04-22T23:17:05Z"
},
{
"tag": "v0.1.19",
"kind": "patch",
"published_at": "2026-04-17T18:42:55Z"
},
{
"tag": "v0.1.18",
"kind": "patch",
"published_at": "2026-04-10T18:08:45Z"
},
{
"tag": "v0.1.17",
"kind": "patch",
"published_at": "2026-04-08T21:57:22Z"
},
{
"tag": "v0.1.16",
"kind": "patch",
"published_at": "2026-02-27T19:34:28Z"
},
{
"tag": "v0.1.15",
"kind": "patch",
"published_at": "2026-01-15T23:21:59Z"
},
{
"tag": "v0.1.14",
"kind": "patch",
"published_at": "2025-12-22T22:45:33Z"
},
{
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{
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"body": "Regenerated with `kapigen --public-api-output-path` (per README) from\nkaggleazure origin/ci at 75e987852b3.\n\nChanges surfaced by the regen:\n\n- Add `ExportEnrichedHackathonWriteUpsCsv` to\n`competitions.HackathonService` and wire `HackathonClient` into\n`KaggleClient` (replaces old `list_hackathon_trac\n[…]\ntypo in `ContentState` doc (fixed\nupstream).\n\nHand-maintained files (`kaggle_object.py`, `kaggle_http_client.py`,\n`kaggle_object_tests.py`, `search_api_service.py` doc typo fix)\npreserved from `main`.",
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"headline": "Regenerate SDK and release 0.1.35 (#68)",
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"headline": "The cumulative diff is now clean — just the typo fix and the `.gitign…",
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"headline": "Add exception from #43935 (#66)",
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"body": "Actually, the formatting is controlled by the code generator, but\nseveral files were changed that have only differences in format.",
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"headline": "Fix dropped handler code and reformat (#64)",
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"body": "Adds get_competition_settings and create_competition_sample_submission\nto competition_api_service.py, plus new supporting types.\n\nRegenerated with kapigen --public-api-output-path only (per README).",
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"headline": "Regenerate SDK and release 0.1.34 (#63)",
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"body": "Point maintainers at internal kapigen docs for regen",
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"headline": "Point maintainers at internal kapigen docs for regen (#62)",
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"body": "Fixes broken import chain in 0.1.32 where several files (host_service,\nepisode_service, competition_api_service) referenced modules that were\nnever shipped: competition_types, simulations, competition_email_invite,\nevaluation_algorithm, submission, legacy_competition_host_service,\nkernels_service. T\n[…]\nl union for files where both flavors\nhave overlapping but non-identical class sets.\n\nVerified: all 320 kagglesdk modules import cleanly and KaggleClient\ninstantiates with all 21 subclients accessible.",
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"headline": "Full kagglesdk regen and release 0.1.33 (#59)",
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"body": "## Summary\n\nFix `TimeDeltaSerializer._from_dict_value` to accept protobuf JSON\nduration strings without a fractional component (e.g. `0s`, `151s`). The\ncurrent implementation always splits on `.`, which crashes quota and\nother API responses that return whole-second durations.\n\n**Needs manual sync wi\n[…]\nsticsResponse` JSON deserialization\n\n## Test plan\n\n- [x] `TimeDeltaSerializer._from_dict_value(\"0s\")` returns\n`timedelta(0)`\n- [ ] CI: `python -m unittest\nkaggle_object_tests.TimeDeltaSerializerTests`",
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"headline": "fix: parse whole-second protobuf duration strings like 0s (#58)",
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"body": "Adds four newly-promoted public competition API endpoints to the python\nclient, now reachable via kapigen's POST filter:\n- UpdateCompetitionPage (#43648 switched PATCH->POST)\n- DeleteCompetitionPage (#43648 switched DELETE->POST)\n- UpdateCompetitionSettings (#43648 switched PATCH->POST)\n- CreateCompetitionData (#43662)\n\nIncludes the CompetitionDatabundleType enum the new request types depend\non. Bumps version to 0.1.32.",
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"headline": "Regenerate SDK: competition API methods and release 0.1.32 (#56)",
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"body": "Competition SDK regeneration",
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"headline": "release 0.1.31 (#55)",
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"headline": "Regenerate competitions SDK (#50)",
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"headline": "Add kernels topics api (#49)",
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"committed_at": "2026-06-11T22:49:24Z",
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"oid": "fff7afaa3ef030de8daa8297d85e77af8bc5213c",
"body": "`cp -r ...` from `kapigen` output to here.",
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"headline": "Regenerated from kapigen after resync (#48)",
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"oid": "101f4fe2fae7bb10804f9204c9c05c75ad373c3b",
"body": "cc @dolaameng",
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"headline": "Fix merge error (#47)",
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"oid": "cb67e4d779cdaf882d65862a2290a796a56f48b6",
"body": "Fix: https://chat.kaggle.net/kaggle/pl/rtz8egpcn3fzpfdagbtwerrdpe",
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"headline": "release 0.1.27 (#46)",
"author_name": "lima",
"author_login": "dolaameng",
"committed_at": "2026-06-03T16:27:47Z",
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"oid": "785eec064780e088dc39378e304c9b8d26eeb4f5",
"body": "Exposes the new ListTeamPublicSubmissions RPC on CompetitionApiService.\nBumps version to 0.1.27.",
"is_bot": false,
"headline": "Regenerate SDK: add ListTeamPublicSubmissions (#42864) (#45)",
"author_name": "Bovard Doerschuk-Tiberi",
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"body": "Fixes https://github.com/Kaggle/kaggle-cli/issues/1009",
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"headline": "Fix subtle auth sequencing issue (#44)",
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"body": null,
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"headline": "Regenerate SDK: add GetAcceleratorQuotaStatistics (#42)",
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"committed_at": "2026-05-27T16:37:24Z",
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"oid": "db4f16b0af13a9775b4b17a419947429e910bc6d",
"body": "New API changes for release 0.1.24",
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"headline": "release 0.1.24 (#41)",
"author_name": "lima",
"author_login": "dolaameng",
"committed_at": "2026-05-26T16:43:51Z",
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{
"oid": "6d58868b3217b60212ec492d793eb0c129ac0edb",
"body": "* Ensures we don't upload the local /dist folder (was accidentally\npublishing locally built versions) and other unnecessary folders.\n\nSame as https://github.com/Kaggle/kaggle-cli/pull/1004",
"is_bot": false,
"headline": "Add .gcloudignore (#40)",
"author_name": "Vincent Roseberry",
"author_login": "rosbo",
"committed_at": "2026-05-06T22:33:03Z",
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{
"oid": "2804057cc11b8ed0a326e7e3ce7ca67e2afc13c1",
"body": "Benchmarks API changes, new discussions api service client",
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"headline": "Update proto and release 0.1.23 (#39)",
"author_name": "andrewmwang",
"author_login": "andrewmwang",
"committed_at": "2026-05-01T15:44:15Z",
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"oid": "31ecb62c1eace647b366454c0703c8852ec5c063",
"body": "Next: fix URL returned by kagglehub to use the web endpoint when linking\nto detail pages.\n\nhttp://b/507122006",
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"headline": "Sync changes (web endpoint) and release (#38)",
"author_name": "Vincent Roseberry",
"author_login": "rosbo",
"committed_at": "2026-04-28T16:51:38Z",
"body_truncated": false,
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"oid": "32e135f94d7835ba27e881fc65085b4e1658829b",
"body": "Adds ListCompetitionTopics and ListTopicMessages RPCs to\nCompetitionApiClient, plus the supporting CommentListSortBy /\nTopicListSortBy enums.",
"is_bot": false,
"headline": "Update protos and release 0.1.21 (#37)",
"author_name": "Bovard Doerschuk-Tiberi",
"author_login": "bovard",
"committed_at": "2026-04-24T16:17:08Z",
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"oid": "7008adb2c08ec99fdd1683dbaeb4c4a27fda8a91",
"body": "Includes new CreateDefaultModelProxyToken RPC and a model_proxy_api\nservice client",
"is_bot": false,
"headline": "Update proto and release 0.1.20 (#36)",
"author_name": "andrewmwang",
"author_login": "andrewmwang",
"committed_at": "2026-04-22T17:32:36Z",
"body_truncated": false,
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"oid": "6ebb5a1d744636cba8a654c8f1e41124a1a2a68b",
"body": "Adds new competition endpoints (episodes, pages, hackathon overview) and\na new HackathonService client.",
"is_bot": false,
"headline": "Update protos and release 0.1.19 (#35)",
"author_name": "Bovard Doerschuk-Tiberi",
"author_login": "bovard",
"committed_at": "2026-04-17T18:38:06Z",
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"oid": "48a89a56cdc864c79295525a1a69be58ecb74fc0",
"body": null,
"is_bot": false,
"headline": "Update proto and release 0.1.18 (#34)",
"author_name": "Nan Liao",
"author_login": "nl917",
"committed_at": "2026-04-10T17:33:52Z",
"body_truncated": false,
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},
{
"oid": "6895c9707e110c6c8a7b8ad5e2421d23d523ee15",
"body": "- Update proto to include newest change from benchmarks",
"is_bot": false,
"headline": "Update protos and release 0.1.17 (#31)",
"author_name": "Nan Liao",
"author_login": "nl917",
"committed_at": "2026-04-08T21:37:15Z",
"body_truncated": false,
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{
"oid": "e8d80b02a962efdf032b1877527e7910a67d54d7",
"body": "http://b/488368674",
"is_bot": false,
"headline": "Update protos and release 0.1.16 (#28)",
"author_name": "Vincent Roseberry",
"author_login": "rosbo",
"committed_at": "2026-02-27T19:09:26Z",
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"oid": "851d58d5afea0568d52338cbdb0cb6c8ce7569e2",
"body": "* Re-generate from latest proto\n\nhttp://b/475908216\n\ncc/ @lipovetz",
"is_bot": false,
"headline": "2026-01-14 release: Version 0.1.15 (#26)",
"author_name": "Vincent Roseberry",
"author_login": "rosbo",
"committed_at": "2026-01-14T23:00:11Z",
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"oid": "76f5b7e6db44ddc06db72cd9caad8713e3494173",
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"is_bot": false,
"headline": "Update to latest protos (#25)",
"author_name": "stevemessick",
"author_login": "stevemessick",
"committed_at": "2025-12-22T21:25:58Z",
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"oid": "c7a3fe7d8202189e27df9e196ade7efa95d856ae",
"body": "- Add missing dependency on `protobuf` in `pyproject.toml`.\n- Fix type for KaggleClient#http_client method\n- Allow overriding the user-agent at KaggleClient initialization\n- Add a new \"TEST\" KaggleEnv pointing to a special port on localhost to\navoid conflict between the mock server and kaggleazure server in unit\ntests.\n\nhttp://b/307576378",
"is_bot": false,
"headline": "2025-11-20 release: Version 0.1.13 (#24)",
"author_name": "Vincent Roseberry",
"author_login": "rosbo",
"committed_at": "2025-11-21T17:50:49Z",
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"oid": "dde09b3e5dc9520c7d378c62aab82caca3fa8019",
"body": "- Build in a consistent environment (Python, build & twine versions). No\nneed to install these packages locally\n- Create a release tag on our GitHub repo.\n- Push to Pypi: No need to mess with Pypi credentials.\n\nRelated CL to update the kagglesdk release documentation: cl/833471401\n\nhttp://b/461500916",
"is_bot": false,
"headline": "Cloud Build Release Script for kagglesdk (#23)",
"author_name": "Vincent Roseberry",
"author_login": "rosbo",
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"headline": "2025-11-05 release: Version 0.1.12 (#22)",
"author_name": "Erdal Sivri",
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"committed_at": "2025-11-05T20:36:06Z",
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"oid": "c52b5392e1e5942e840d655ac93d73ee50e51bea",
"body": "Changelog:\n* Add ListSynchronizedGroupMemberships RPC\n* Support reading access token from a file\n* Remove prepare_from() methods",
"is_bot": false,
"headline": "2025-10-23 release: Version 0.1.11 (#21)",
"author_name": "Erdal Sivri",
"author_login": "erdalsivri",
"committed_at": "2025-10-23T18:05:55Z",
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"body": "Changelog:\n* Add username/userid to OAuth RPC responses\n* Add kernel_id to SaveKernel response",
"is_bot": false,
"headline": "2025-10-15 release: Version 0.1.10 (#20)",
"author_name": "Erdal Sivri",
"author_login": "erdalsivri",
"committed_at": "2025-10-15T16:59:45Z",
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"oid": "6c92f5bf239cd4db8593359f61a6f1fe7b400c42",
"body": "Changelog: Add username and slug to SetIamPolicy API",
"is_bot": false,
"headline": "2025-10-07 release: Version 0.1.9 (#19)",
"author_name": "Erdal Sivri",
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"committed_at": "2025-10-08T04:26:10Z",
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"body": "Changelog: Add ListUserManagedGroupMemberships RPC",
"is_bot": false,
"headline": "2025-10-02 release: Version 0.1.8 (#17)",
"author_name": "Erdal Sivri",
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"body": "Hopefully we will see less diff in the future when we regenerate the sdk\nwith new methods, types etc.",
"is_bot": false,
"headline": "Regenerate with stable ordering for imports and types (#18)",
"author_name": "Erdal Sivri",
"author_login": "erdalsivri",
"committed_at": "2025-10-02T21:40:04Z",
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"body": "Includes new GetBenchmarkLeaderboard endpoint.\n\nhttp://b/443099530",
"is_bot": false,
"headline": "Release kagglesdk (#16)",
"author_name": "Jim Plotts",
"author_login": "jplotts",
"committed_at": "2025-09-30T17:14:54Z",
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"body": "Will merge after https://github.com/Kaggle/kaggleazure/pull/37534\n\nBUG=https://b.corp.google.com/issues/444715377",
"is_bot": false,
"headline": "Update to latest from kaggleazure (#15)",
"author_name": "Jonathan Ward",
"author_login": "jeward414",
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"headline": "2025-09-11 release (#14)",
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"author_name": "Jim Plotts",
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"headline": "Release latest code (#11)",
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"headline": "Update to latest from kaggleazure (#9)",
"author_name": "Jim Plotts",
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"components": [
{
"key": "stars",
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"points": 12.6,
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"details": [
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}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
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"points": 5.8,
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}
}
],
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},
{
"key": "watchers",
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"points": 6.7,
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"details": [
{
"code": "watchers",
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}
}
],
"max_points": 15
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]
},
{
"key": "community_health",
"band": "moderate",
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"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
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"has_issue_template": false,
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{
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},
{
"key": "license",
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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": "responsiveness",
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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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{
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},
{
"key": "owner_reach",
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],
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},
{
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"status": "partial",
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{
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},
{
"code": "account_age_years",
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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",
"band": "at_risk",
"name": "Engineering Quality",
"value": 41,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "at_risk",
"name": "Engineering practices",
"note": null,
"notes": [],
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"has_tests": true,
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},
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"key": "ci_workflows",
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"points": 0,
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},
{
"key": "tests_present",
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{
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{
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{
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]
},
{
"key": "documentation",
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},
{
"key": "documentation_directory",
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},
{
"key": "documentation_homepage_site",
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"status": "missed",
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},
{
"key": "repository_description",
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},
{
"key": "topics",
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"points": 0,
"status": "missed",
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},
{
"key": "wiki",
"name": "Wiki",
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"points": 0,
"status": "missed",
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}
]
}
],
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},
{
"key": "security",
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"weight": 0.16,
"metrics": [
{
"key": "security_posture",
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"notes": [
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"token_permissions"
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},
{
"code": "weights_renormalized",
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}
],
"value": 49,
"inputs": {
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"checks_evaluated": 14,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 4,
"scorecard_aggregate": 4.9
},
"components": [
{
"key": "binary_artifacts",
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"details": [],
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},
{
"key": "branch_protection",
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},
{
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},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "code_review",
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},
{
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},
{
"key": "dangerous_workflow",
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}
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},
{
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},
{
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},
{
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},
{
"key": "maintained",
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},
{
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}
],
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},
{
"key": "pinned_dependencies",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
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"code": "no_data",
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}
],
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},
{
"key": "token_permissions",
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}
],
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},
{
"key": "vulnerabilities",
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}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
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"notes": [
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"code": "jurisdiction_evidence_limits",
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}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
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"exposures": [],
"policy_countries": [
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},
"components": [
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"name": "Policy exposure multiplier",
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}
],
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}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 39,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
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"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.981,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
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"code": "no_agent_instructions",
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],
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},
{
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},
{
"key": "legible_commit_history",
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]
},
{
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{
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{
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},
{
"key": "reproducible_environment",
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"detail": "Dockerfile",
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{
"code": "file_list",
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"files": "Dockerfile"
}
}
],
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},
{
"key": "demonstrated_agent_practice",
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}
}
],
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},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
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],
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},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
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]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 53,
"inputs": {
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"largest_source_bytes": 167583,
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"oversized_source_files": 5
},
"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": {
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}
}
],
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},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "5/161 source files over 60KB",
"points": 53.3,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 161,
"oversized": 5
}
}
],
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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."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"pypi package 'kagglesdk' points at a different repository (https://github.com/Kaggle/kagglesdk); excluded from ecosystem scoring",
"deps.dev does not index pypi:kagglesdk@0.1.35; advisories assessed against the repository dependency graph instead",
"No resolved dependencies carried a version and a supported ecosystem"
],
"report_type": "repository",
"generated_at": "2026-07-23T00:16:15.818561Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/Kaggle/kaggle-sdk-python.svg",
"full_name": "Kaggle/kaggle-sdk-python",
"license_state": "standard",
"license_spdx": "Apache-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 v0.27.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.