Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.15.0 · метрики 1.13.0 · 2026-07-20 09:03 UTC

NVIDIA / NeMo-Agent-Toolkit

The NVIDIA NeMo Agent toolkit is an open-source library for efficiently connecting and optimizing teams of AI agents.

PythonApache-2.0★ 2 505 зірок⑂ 712 форківз бер. 2025 р.Переглянути на GitHub ↗

NVIDIA/NeMo-Agent-Toolkit має індекс здоров’я 87 зі 100, що відповідає смузі «Відмінний». Найвищий показник — Vitality (99/100), найнижчий — Security (60/100). Останнє оновлення було 1 день тому. Більшість нещодавньої роботи виконують 4 учасники.

87
загалом / 100
Відмінний

Індекс 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.

87
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)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

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

NVIDIA CorporationОрганізація
28 148 підписників769 публічних репозиторіївз трав. 2012 р.

За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
PyPInvidia-nat1.8.0161 04144933 дні томуairagagents

Метрики за категоріями

Життєздатність

Чи живий проєкт — чи пишеться код і чи виходять релізи?

99Відмінний · 22% загального індексу

Активність розробки

99Відмінний
Як обчислюється оцінка
36/36Свіжість push — останній push 1 дн. тому
35.3/36Ритм комітів — 51/52 тижнів із комітами
18/18Обсяг комітів — 1 207 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year1 207
human_commit_share—
days_since_last_push1
active_weeks_last_year51

Дисципліна релізів

100Відмінний
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 15 релізів
36/36Свіжість релізів — останній реліз 33 дн. тому
27/27Ритм релізів — реліз кожні ~26,1 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count15
latest_release_tagv1.8.0
releases_from_tagsні
days_since_latest_release33
mean_days_between_releases26,1
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?

89Відмінний · 18% загального індексу

Популярність і впровадження

87Відмінний
Як обчислюється оцінка
55.1/60Зірки — 2 505 зірок
23.8/25Форки — 712 форків
8.3/15Спостерігачі — 32 спостерігачів
Використані вхідні дані
forks712
stars2 505
watchers32
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Здоров'я спільноти

92Відмінний
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (Apache-2.0)
18/18Настанови CONTRIBUTING
13.5/13.5Кодекс поведінки
0/7.2Шаблон issue
6.3/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductтак
has_pull_request_templateтак

Впровадження в екосистемі (завантаження)

87Відмінний
Як обчислюється оцінка
69.4/80Щомісячні завантаження — 161 041 завантажень/місяць у pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagesnvidia-nat
dependents—
ecosystemspypi
total_downloads—
monthly_downloads161 041
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?

88Відмінний · 24% загального індексу

Стійкість мейнтейнерів (бас-фактор)

84Добрий
Як обчислюється оцінка
43.2/54Бас-фактор — на 4 контриб’ютор(ів) припадає половина всіх комітів
17.3/22.5Розподіл комітів — головний контриб’ютор — автор 23% комітів
13.5/13.5Широта контриб’юторів — 100 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 10 contributing companies or organizations
Використані вхідні дані
bus_factor4
contributors_sampled100
top_contributor_share0,233

Реактивність на issue та PR

91Відмінний
Як обчислюється оцінка
43.4/46.8Вирішення issue — закрито 93% issue
32.2/38.3Прийняття PR — злито 1 456/1 731 вирішених PR
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Використані вхідні дані
merged_prs1 456
open_issues27
closed_issues352
issue_closed_ratio0,929
closed_unmerged_prs275

Власність та опіка

80Добрий
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
25/25Охоплення власника — 28 148 підписників у NVIDIA
25/25Послужний список — 769 публічних репозиторіїв, вік облікового запису ~14 р.
Використані вхідні дані
followers28 148
owner_typeOrganization
is_verified—
owner_loginNVIDIA
public_repos769
account_age_days5 183

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 33 дн. тому
20/20Історія версій — 449 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesnvidia-nat
ecosystemspypi
any_deprecatedні
min_days_since_publish33

Інженерна якість

Чи наявні базові інженерні практики та документація?

92Відмінний · 20% загального індексу

Інженерні практики

94Відмінний
Як обчислюється оцінка
24/24Процеси CI — 3 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера
9.6/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configтак

Документація

90Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://docs.nvidia.com/nemo/agent-toolkit/latest/
10/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics—
has_wikiтак
homepagehttps://docs.nvidia.com/nemo/agent-toolkit/latest/
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?

60Помірний · 16% загального індексу

Стан безпеки

60Помірний
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 10 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — немає даних
1/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — немає даних
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 179 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6
Виключено з оцінювання (немає даних або не застосовно): packaging, signed_releases. Залишкові ваги перенормовано.

Готовність до ШІ

Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.

71Добрий · 0% загального індексу

Контекст і настанови для агентів

75Добрий
Як обчислюється оцінка
45/45Інструкції для агентів — .cursor/rules/cursor-rules.mdc, .cursor/rules/documentation/capitalization.mdc, .cursor/rules/documentation/categories.mdc, .cursor/rules/documentation/formatting.mdc, .cursor/rules/documentation/general.mdc, .cursor/rules/documentation/latinisms.mdc, .cursor/rules/documentation/lists-and-tables.mdc, .cursor/rules/documentation/numbers-and-dates.mdc, .cursor/rules/documentation/punctuation.mdc, .cursor/rules/documentation/voice-and-tone.mdc, .cursor/rules/documentation/writing-process.mdc, .cursor/rules/general.mdc, .cursor/rules/nat-agents/general.mdc, .cursor/rules/nat-cli/general.mdc, .cursor/rules/nat-cli/nat-eval.mdc, .cursor/rules/nat-cli/nat-info.mdc, .cursor/rules/nat-cli/nat-run-serve.mdc, .cursor/rules/nat-cli/nat-workflow.mdc, .cursor/rules/nat-setup/general.mdc, .cursor/rules/nat-setup/nat-toolkit-installation.mdc, .cursor/rules/nat-tests/general.mdc, .cursor/rules/nat-tests/integration-tests.mdc, .cursor/rules/nat-tests/nat-test-llm.mdc, .cursor/rules/nat-workflows/add-functions.mdc, .cursor/rules/nat-workflows/add-tools.mdc, .cursor/rules/nat-workflows/general.mdc, AGENTS.md, skills/nat-agent-configuration/references/agents.md
0/15Машиночитана документація (llms.txt)
0/40Читабельна історія комітів — немає даних
Використані вхідні дані
has_llms_txtні
legible_history_share—
agent_instruction_files.cursor/rules/cursor-rules.mdc, .cursor/rules/documentation/capitalization.mdc, .cursor/rules/documentation/categories.mdc, .cursor/rules/documentation/formatting.mdc, .cursor/rules/documentation/general.mdc, .cursor/rules/documentation/latinisms.mdc, .cursor/rules/documentation/lists-and-tables.mdc, .cursor/rules/documentation/numbers-and-dates.mdc, .cursor/rules/documentation/punctuation.mdc, .cursor/rules/documentation/voice-and-tone.mdc, .cursor/rules/documentation/writing-process.mdc, .cursor/rules/general.mdc, .cursor/rules/nat-agents/general.mdc, .cursor/rules/nat-cli/general.mdc, .cursor/rules/nat-cli/nat-eval.mdc, .cursor/rules/nat-cli/nat-info.mdc, .cursor/rules/nat-cli/nat-run-serve.mdc, .cursor/rules/nat-cli/nat-workflow.mdc, .cursor/rules/nat-setup/general.mdc, .cursor/rules/nat-setup/nat-toolkit-installation.mdc, .cursor/rules/nat-tests/general.mdc, .cursor/rules/nat-tests/integration-tests.mdc, .cursor/rules/nat-tests/nat-test-llm.mdc, .cursor/rules/nat-workflows/add-functions.mdc, .cursor/rules/nat-workflows/add-tools.mdc, .cursor/rules/nat-workflows/general.mdc, AGENTS.md, skills/nat-agent-configuration/references/agents.md
agent_instruction_max_bytes10 375
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.

Цикл верифікації (збірка / тести / перевірка типів)

77Добрий
Як обчислюється оцінка
18/18Розгортання однією командою — docs/Makefile
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера
0/11Статична перевірка типів
10/10Відтворюване середовище — Dockerfile, lockfile
0/10Підтверджена практика роботи з агентами — немає даних
0/8Автоматизоване супроводження — немає даних
2/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
Використані вхідні дані
has_nixні
has_testsтак
lockfilesuv.lock
has_dockerfileтак
typed_languageні
bootstrap_filesdocs/Makefile
has_devcontainerні
has_linter_configтак
typecheck_configs—
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share—
Виключено з оцінювання (немає даних або не застосовно): Підтверджена практика роботи з агентами, Автоматизоване супроводження. Залишкові ваги перенормовано.

Читабельність коду для моделей

55Помірний
Як обчислюється оцінка
0/45Типізований код — Python без конфігурації перевірки типів
54.7/55Керовані розміри файлів — 8/1 643 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes85 894
source_files_sampled1 643
oversized_source_files8

Машиночитні інтерфейси

60Помірний
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
20/20Сервер MCP
40/40Придатні до запуску приклади — examples, notebooks
Використані вхідні дані
example_dirsexamples, notebooks
has_mcp_signalтак
api_schema_files—

Ключові факти

2 505зірок GitHub
100контриб'юторів
1 207комітів за останні 12 місяців
1днів від останнього пушу
15релізів
4бас-фактор
27відкритих issue
PyPIпакетних екосистем

Докладніше

OpenSSF Scorecard 6.0 / 10
6.0сукупно

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).Scorecard v5.5.0 · 2026-07-20 09:03 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 10 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
н/дPackagingpackaging workflow not detected
2Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
н/дSigned-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities179 existing vulnerabilities detected
Усі залежності 938

Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 938 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
PyPIa2a-sdk0.3.24непряма
PyPIabnf2.2.0непряма
PyPIaccessible-pygments0.0.5непряма
PyPIagent-memory-client0.14.0непряма
PyPIagno2.6.5непряма
PyPIaioboto315.5.0непряма
PyPIaiobotocore2.25.1непряма
PyPIaiofile3.9.0непряма
PyPIaiofiles25.1.0непряма
PyPIaiohappyeyeballs2.6.1непряма
PyPIaiohappyeyeballs2.6.2непряма
PyPIaiohttp3.13.3непряма
PyPIaiohttp3.13.5непряма
PyPIaiohttp3.14.0непряма
PyPIaiohttp-retry2.9.1непряма
PyPIaioice0.10.2непряма
PyPIaioitertools0.13.0непряма
PyPIaiomysql0.3.2непряма
PyPIaiortc1.14.0непряма
PyPIaiorwlock1.5.0непряма
PyPIaiorwlock1.5.1непряма
PyPIaiosignal1.4.0непряма
PyPIaiosqlite0.21.0непряма
PyPIaiosqlite0.22.1непряма
PyPIalabaster1.0.0непряма
PyPIalembic1.18.4непряма
PyPIannotated-doc0.0.4непряма
PyPIannotated-types0.7.0непряма
PyPIannoy1.17.3непряма
PyPIansible-runner2.4.2непряма
PyPIanthropic0.77.0непряма
PyPIanthropic0.83.0непряма
PyPIanyio4.12.1непряма
PyPIanyio4.13.0непряма
PyPIappdirs1.4.4непряма
PyPIappnope0.1.4непряма
PyPIargon2-cffi25.1.0непряма
PyPIargon2-cffi-bindings25.1.0непряма
PyPIarize-phoenix-otel0.14.0непряма
PyPIarize-phoenix-otel0.15.0непряма
PyPIarize-phoenix-otel0.16.1непряма
PyPIarxiv2.4.0непряма
PyPIasgi-lifespan2.1.0непряма
PyPIastroid3.3.11непряма
PyPIastroid4.1.0непряма
PyPIasttokens3.0.1непряма
PyPIasync-timeout5.0.1непряма
PyPIattrs25.4.0непряма
PyPIattrs26.1.0непряма
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PyPInh30.3.3непряма
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PyPInumpy—непряма
PyPInumpy2.4.2непряма
PyPInumpy2.4.4непряма
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PyPInvidia-nat-atif1.8.0непряма
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PyPInvidia-nat-core1.8.0непряма
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PyPInvidia-nat-mcp—непряма
PyPInvidia-nat-opentelemetry—непряма
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PyPInvidia-rag2.4.0непряма
PyPInvidia-rag2.5.0непряма
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PyPIoci2.177.0непряма
PyPIoci-openai1.1.0непряма
PyPIonnxruntime1.24.2непряма
PyPIonnxruntime1.26.0непряма
PyPIopenai1.109.1непряма
PyPIopenai2.21.0непряма
PyPIopenai2.24.0непряма
PyPIopenai2.30.0непряма
PyPIopenai2.31.0непряма
PyPIopenai2.36.0непряма
PyPIopenai2.40.0непряма
PyPIopenapi-core0.19.4непряма
PyPIopenapi-pydantic0.5.1непряма
PyPIopenapi-schema-validator0.6.3непряма
PyPIopenapi-spec-validator0.7.2непряма
PyPIopenevals0.1.3непряма
PyPIopenevals0.2.0непряма
PyPIopeninference-instrumentation0.1.44непряма
PyPIopeninference-instrumentation0.1.46непряма
PyPIopeninference-instrumentation0.1.51непряма
PyPIopeninference-instrumentation-langchain0.1.29непряма
PyPIopeninference-semantic-conventions0.1.26непряма
PyPIopeninference-semantic-conventions0.1.29непряма
PyPIopeninference-semantic-conventions0.1.30непряма
PyPIopenpipe-art0.5.17непряма
PyPIopenpyxl3.1.5непряма
PyPIopensearch-haystack4.6.0непряма
PyPIopensearch-py2.8.0непряма
PyPIopentelemetry-api1.34.1непряма
PyPIopentelemetry-api1.38.0непряма
PyPIopentelemetry-api1.39.1непряма
PyPIopentelemetry-api1.40.0непряма
PyPIopentelemetry-api1.42.0непряма
PyPIopentelemetry-api1.42.1непряма
PyPIopentelemetry-exporter-gcp-logging1.11.0a0непряма
PyPIopentelemetry-exporter-gcp-logging1.12.0a0непряма
PyPIopentelemetry-exporter-gcp-monitoring1.11.0a0непряма
PyPIopentelemetry-exporter-gcp-trace1.11.0непряма
PyPIopentelemetry-exporter-otlp1.39.1непряма
PyPIopentelemetry-exporter-otlp1.40.0непряма
PyPIopentelemetry-exporter-otlp1.42.0непряма
PyPIopentelemetry-exporter-otlp1.42.1непряма
PyPIopentelemetry-exporter-otlp-proto-common1.34.1непряма
PyPIopentelemetry-exporter-otlp-proto-common1.38.0непряма
PyPIopentelemetry-exporter-otlp-proto-common1.39.1непряма
PyPIopentelemetry-exporter-otlp-proto-common1.40.0непряма
PyPIopentelemetry-exporter-otlp-proto-common1.42.0непряма
PyPIopentelemetry-exporter-otlp-proto-common1.42.1непряма
PyPIopentelemetry-exporter-otlp-proto-grpc1.34.1непряма
PyPIopentelemetry-exporter-otlp-proto-grpc1.39.1непряма
PyPIopentelemetry-exporter-otlp-proto-grpc1.40.0непряма
PyPIopentelemetry-exporter-otlp-proto-grpc1.42.0непряма
PyPIopentelemetry-exporter-otlp-proto-grpc1.42.1непряма
PyPIopentelemetry-exporter-otlp-proto-http1.34.1непряма
PyPIopentelemetry-exporter-otlp-proto-http1.38.0непряма
PyPIopentelemetry-exporter-otlp-proto-http1.39.1непряма
PyPIopentelemetry-exporter-otlp-proto-http1.40.0непряма
PyPIopentelemetry-exporter-otlp-proto-http1.42.0непряма
PyPIopentelemetry-exporter-otlp-proto-http1.42.1непряма
PyPIopentelemetry-instrumentation0.60b1непряма
PyPIopentelemetry-instrumentation-threading0.60b1непряма
PyPIopentelemetry-proto1.34.1непряма
PyPIopentelemetry-proto1.38.0непряма
PyPIopentelemetry-proto1.39.1непряма
PyPIopentelemetry-proto1.40.0непряма
PyPIopentelemetry-proto1.42.0непряма
PyPIopentelemetry-proto1.42.1непряма
PyPIopentelemetry-resourcedetector-gcp1.11.0a0непряма
PyPIopentelemetry-sdk1.34.1непряма
PyPIopentelemetry-sdk1.38.0непряма
PyPIopentelemetry-sdk1.39.1непряма
PyPIopentelemetry-sdk1.40.0непряма
PyPIopentelemetry-sdk1.42.0непряма
PyPIopentelemetry-sdk1.42.1непряма
PyPIopentelemetry-semantic-conventions0.55b1непряма
PyPIopentelemetry-semantic-conventions0.59b0непряма
PyPIopentelemetry-semantic-conventions0.60b1непряма
PyPIopentelemetry-semantic-conventions0.61b0непряма
PyPIopentelemetry-semantic-conventions0.63b0непряма
PyPIopentelemetry-semantic-conventions0.63b1непряма
PyPIoptuna4.4.0непряма
PyPIorjson3.11.6непряма
PyPIorjson3.11.7непряма
PyPIorjson3.11.8непряма
PyPIorjson3.11.9непряма
PyPIormsgpack1.12.2непряма
PyPIoverrides7.7.0непряма
PyPIpackaging25.0непряма
PyPIpackaging26.0непряма
PyPIpackaging26.2непряма
PyPIpandas—непряма
PyPIpandas2.3.3непряма
PyPIpandocfilters1.5.1непряма
PyPIparse1.21.1непряма
PyPIparso0.8.5непряма
PyPIparso0.8.6непряма
PyPIpartd1.4.2непряма
PyPIpathable0.4.4непряма
PyPIpathable0.5.0непряма
PyPIpdfminer-six20251230непряма
PyPIpdfminer-six20260107непряма
PyPIpdfplumber0.11.10непряма
PyPIpdfplumber0.11.9непряма
PyPIpexpect4.9.0непряма
PyPIphonenumbers9.0.24непряма
PyPIphonenumbers9.0.31непряма
PyPIpillow12.1.0непряма
PyPIpillow12.1.1непряма
PyPIpillow12.2.0непряма
PyPIpip26.0непряма
PyPIpip26.0.1непряма
PyPIpip26.1непряма
PyPIpip26.1.1непряма
PyPIpip26.1.2непряма
PyPIpkce1.0.3непряма
PyPIpkginfo1.12.1.2непряма
PyPIplatformdirs4.10.0непряма
PyPIplatformdirs4.5.1непряма
PyPIplatformdirs4.9.2непряма
PyPIplatformdirs4.9.6непряма
PyPIplotly—непряма
PyPIplotly6.5.2непряма
PyPIplotly6.8.0непряма
PyPIpluggy1.6.0непряма
PyPIpolars1.39.3непряма
PyPIpolars-runtime-321.39.3непряма
PyPIpolyfile-weave0.5.9непряма
PyPIportalocker2.7.0непряма
PyPIportalocker3.2.0непряма
PyPIposthog5.4.0непряма
PyPIposthog7.9.3непряма
PyPIprance25.4.8.0непряма
PyPIpre-commit4.5.1непряма
PyPIprefixspan0.5.2непряма
PyPIpreshed3.0.12непряма
PyPIpreshed3.0.13непряма
PyPIpresidio-analyzer2.2.361непряма
PyPIpresidio-analyzer2.2.362непряма
PyPIpresidio-anonymizer2.2.361непряма
PyPIpresidio-anonymizer2.2.362непряма
PyPIprompt-toolkit3.0.52непряма
PyPIpropcache0.4.1непряма
PyPIpropcache0.5.2непряма
PyPIproto-plus1.27.1непряма
PyPIprotobuf5.29.6непряма
PyPIprotobuf6.33.5непряма
PyPIprotobuf6.33.6непряма
PyPIprotobuf7.34.0непряма
PyPIprotobuf7.34.1непряма
PyPIpsutil6.0.0непряма
PyPIpsutil7.2.2непряма
PyPIptyprocess0.7.0непряма
PyPIpure-eval0.2.3непряма
PyPIpy-key-value-aio0.4.4непряма
PyPIpy-rust-stemmers0.1.8непряма
PyPIpyarrow23.0.0непряма
PyPIpyarrow23.0.1непряма
PyPIpyarrow24.0.0непряма
PyPIpyasn10.6.2непряма
PyPIpyasn1-modules0.4.2непряма
PyPIpybars40.9.13непряма
PyPIpybase641.4.3непряма
PyPIpycparser3.0непряма
PyPIpycryptodome3.23.0непряма
PyPIpydantic—непряма
PyPIpydantic2.11.10непряма
PyPIpydantic2.12.5непряма
PyPIpydantic2.13.4непряма
PyPIpydantic-core2.33.2непряма
PyPIpydantic-core2.41.5непряма
PyPIpydantic-core2.46.4непряма
PyPIpydantic-partial0.10.2непряма
PyPIpydantic-settings2.10.1непряма
PyPIpydantic-settings2.12.0непряма
PyPIpydantic-settings2.13.0непряма
PyPIpydantic-settings2.13.1непряма
PyPIpydantic-settings2.14.0непряма
PyPIpydantic-settings2.14.1непряма
PyPIpydata-sphinx-theme0.16.1непряма
PyPIpyee13.0.1непряма
PyPIpygments2.19.2непряма
PyPIpygments2.20.0непряма
PyPIpyjwt2.13.0непряма
PyPIpylibsrtp1.0.0непряма
PyPIpymeta30.5.1непряма
PyPIpymilvus2.6.9непряма
PyPIpymilvus-model0.3.2непряма
PyPIpymysql1.1.2непряма
PyPIpyopenssl25.3.0непряма
PyPIpyopenssl26.0.0непряма
PyPIpyopenssl26.2.0непряма
PyPIpyparsing3.3.2непряма
PyPIpypdf6.6.2непряма
PyPIpypdf6.7.1непряма
PyPIpypdf6.7.4непряма
PyPIpypdfium25.10.1непряма
PyPIpypdfium25.5.0непряма
PyPIpyperclip1.11.0непряма
PyPIpypika0.51.1непряма
PyPIpyproject-hooks1.2.0непряма
PyPIpyreadline33.5.4непряма
PyPIpytest9.0.3непряма
PyPIpytest-asyncio1.3.0непряма
PyPIpytest-cov6.3.0непряма
PyPIpytest-httpserver1.1.3непряма
PyPIpytest-httpserver1.1.4непряма
PyPIpytest-httpserver1.1.5непряма
PyPIpytest-timeout2.4.0непряма
PyPIpython-daemon3.1.2непряма
PyPIpython-dateutil2.9.0.post0непряма
PyPIpython-docx1.2.0непряма
PyPIpython-dotenv1.1.1непряма
PyPIpython-dotenv1.2.1непряма
PyPIpython-dotenv1.2.2непряма
PyPIpython-multipart0.0.22непряма
PyPIpython-multipart0.0.27непряма
PyPIpython-multipart0.0.29непряма
PyPIpython-multipart0.0.30непряма
PyPIpython-ulid3.1.0непряма
PyPIpytz2025.2непряма
PyPIpytz2026.1.post1непряма
PyPIpytz2026.2непряма
PyPIpyuwsgi2.0.*непряма
PyPIpywin32311непряма
PyPIpywin32-ctypes0.2.3непряма
PyPIpyyaml6.0.3непряма
PyPIpyzmq27.1.0непряма
PyPIqdrant-client1.17.0непряма
PyPIragas0.4.3непряма
PyPIreadme-renderer44.0непряма
PyPIredis5.3.1непряма
PyPIredis7.2.0непряма
PyPIredisvl0.22.0непряма
PyPIreferencing0.36.2непряма
PyPIreferencing0.37.0непряма
PyPIregex2026.1.15непряма
PyPIregex2026.2.19непряма
PyPIregex2026.2.28непряма
PyPIregex2026.5.9непряма
PyPIrequests2.32.5непряма
PyPIrequests2.33.1непряма
PyPIrequests2.34.2непряма
PyPIrequests-file3.0.1непряма
PyPIrequests-oauthlib2.0.0непряма
PyPIrequests-toolbelt1.0.0непряма
PyPIrfc3339-validator0.1.4непряма
PyPIrfc39862.0.0непряма
PyPIrich14.3.1непряма
PyPIrich14.3.2непряма
PyPIrich14.3.3непряма
PyPIrich14.3.4непряма
PyPIrich-rst1.3.2непряма
PyPIroman-numerals4.1.0непряма
PyPIroman-numerals-py4.1.0непряма
PyPIrpds-py0.30.0непряма
PyPIrpds-py2026.5.1непряма
PyPIrsa4.9.1непряма
PyPIruamel-yaml0.19.1непряма
PyPIruamel-yaml-clibz0.3.5непряма
PyPIruff0.15.0непряма
PyPIs3transfer0.14.0непряма
PyPIs3transfer0.18.0непряма
PyPIsafetensors0.7.0непряма
PyPIscikit-learn1.8.0непряма
PyPIscikit-network0.33.5непряма
PyPIscipy—непряма
PyPIscipy1.17.0непряма
PyPIscipy1.17.1непряма
PyPIseaborn0.13.2непряма
PyPIsecretstorage3.5.0непряма
PyPIsemantic-kernel1.42.0непряма
PyPIsentry-sdk2.53.0непряма
PyPIsetproctitle1.3.7непряма
PyPIsetuptools80.10.2непряма
PyPIsetuptools81.0.0непряма
PyPIsetuptools82.0.0непряма
PyPIsetuptools82.0.1непряма
PyPIsetuptools-dynamic-dependencies—непряма
PyPIsetuptools-scm—непряма
PyPIsetuptools-scm9.2.2непряма
PyPIsgmllib3k1.0.0непряма
PyPIshellingham1.5.4непряма
PyPIsimpleeval1.0.7непряма
PyPIsimsimd6.5.13непряма
PyPIsix1.17.0непряма
PyPIslack-bolt1.27.0непряма
PyPIslack-sdk3.40.1непряма
PyPIsmart-open7.5.0непряма
PyPIsmart-open7.6.1непряма
PyPIsmmap5.0.2непряма
PyPIsniffio1.3.1непряма
PyPIsnowballstemmer3.0.1непряма
PyPIsortedcontainers2.4.0непряма
PyPIsoupsieve2.8.3непряма
PyPIsoupsieve2.8.4непряма
PyPIspacy3.8.11непряма
PyPIspacy3.8.14непряма
PyPIspacy-legacy3.0.12непряма
PyPIspacy-loggers1.0.5непряма
PyPIsphinx8.2.3непряма
PyPIsphinx-autoapi3.7.0непряма
PyPIsphinx-copybutton0.5.2непряма
PyPIsphinx-design0.7.0непряма
PyPIsphinx-mermaid0.0.8непряма
PyPIsphinx-reredirects1.1.0непряма
PyPIsphinxcontrib-applehelp2.0.0непряма
PyPIsphinxcontrib-devhelp2.0.0непряма
PyPIsphinxcontrib-htmlhelp2.1.0непряма
PyPIsphinxcontrib-jsmath1.0.1непряма
PyPIsphinxcontrib-qthelp2.0.0непряма
PyPIsphinxcontrib-serializinghtml2.0.0непряма
PyPIsqlalchemy2.0.46непряма
PyPIsqlalchemy2.0.47непряма
PyPIsqlalchemy2.0.48непряма
PyPIsqlalchemy2.0.49непряма
PyPIsqlalchemy2.0.50непряма
PyPIsqlalchemy-spanner1.17.2непряма
PyPIsqlparse0.5.5непряма
PyPIsrsly2.5.2непряма
PyPIsrsly2.5.3непряма
PyPIsse-starlette3.0.3непряма
PyPIsse-starlette3.2.0непряма
PyPIsse-starlette3.4.4непряма
PyPIstack-data0.6.3непряма
PyPIstarlette0.52.1непряма
PyPIstarlette1.0.0непряма
PyPIstarlette1.2.1непряма
PyPIstdlib-list0.11.1непряма
PyPIstrands-agents1.27.0непряма
PyPIstrands-agents1.34.1непряма
PyPIstrands-agents1.35.0непряма
PyPIstrands-agents-tools0.2.21непряма
PyPIstriprtf0.0.26непряма
PyPIsympy1.14.0непряма
PyPItabulate0.10.0непряма
PyPItabulate0.9.0непряма
PyPItavily-python0.7.25непряма
PyPItblib3.2.2непряма
PyPItenacity8.3.0непряма
PyPItenacity9.1.2непряма
PyPItenacity9.1.3непряма
PyPItenacity9.1.4непряма
PyPItextual8.2.6непряма
PyPIthinc8.3.10непряма
PyPIthinc8.3.13непряма
PyPIthreadpoolctl3.6.0непряма
PyPItiktoken0.12.0непряма
PyPItiktoken0.13.0непряма
PyPItinycss21.4.0непряма
PyPItinytag2.2.0непряма
PyPItinytag2.2.1непряма
PyPItld0.13.1непряма
PyPItldextract5.3.1непряма
PyPItokenizers0.22.2непряма
PyPItokenizers0.23.1непряма
PyPItomli2.0.2непряма
PyPItomli2.4.0непряма
PyPItomli2.4.1непряма
PyPItomli-w1.1.0непряма
PyPItomli-w1.2.0непряма
PyPItoolz1.1.0непряма
PyPItornado6.5.4непряма
PyPItqdm4.67.2непряма
PyPItqdm4.67.3непряма
PyPItqdm4.68.1непряма
PyPItrafilatura2.0.0непряма
PyPItraitlets5.14.3непряма
PyPItransformers5.12.1непряма
PyPItwine6.2.0непряма
PyPItyper0.23.1непряма
PyPItyper0.24.0непряма
PyPItyper0.24.1непряма
PyPItyper0.25.1непряма
PyPItyper0.26.7непряма
PyPItyper-slim0.24.0непряма
PyPItyping-extensions4.15.0непряма
PyPItyping-inspect0.9.0непряма
PyPItyping-inspection0.4.2непряма
PyPItzdata2025.3непряма
PyPItzdata2026.2непряма
PyPItzlocal5.3.1непряма
PyPIuc-micro-py2.0.0непряма
PyPIuncalled-for0.3.2непряма
PyPIuritemplate4.2.0непряма
PyPIurllib32.6.3непряма
PyPIurllib32.7.0непряма
PyPIusearch2.21.0непряма
PyPIusearch2.23.0непряма
PyPIuuid-utils0.14.0непряма
PyPIuuid-utils0.14.1непряма
PyPIuuid-utils0.16.0непряма
PyPIuv0.9.28непряма
PyPIuv0.9.30непряма
PyPIuvicorn0.40.0непряма
PyPIuvicorn0.41.0непряма
PyPIuvicorn0.46.0непряма
PyPIuvicorn0.47.0непряма
PyPIuvicorn0.48.0непряма
PyPIuvloop0.21.0непряма
PyPIuvloop0.22.1непряма
PyPIvale3.13.0.0непряма
PyPIvirtualenv20.38.0непряма
PyPIwandb0.25.0непряма
PyPIwasabi1.1.3непряма
PyPIwatchdog6.0.0непряма
PyPIwatchfiles1.1.1непряма
PyPIwatchfiles1.2.0непряма
PyPIwcwidth0.5.3непряма
PyPIwcwidth0.6.0непряма
PyPIwcwidth0.7.0непряма
PyPIweasel0.4.3непряма
PyPIweasel1.0.0непряма
PyPIweave0.52.28непряма
PyPIweave0.52.36непряма
PyPIwebencodings0.5.1непряма
PyPIwebsocket-client1.9.0непряма
PyPIwebsockets15.0.1непряма
PyPIwebsockets16.0непряма
PyPIwerkzeug3.1.5непряма
PyPIwerkzeug3.1.6непряма
PyPIwerkzeug3.1.8непряма
PyPIwikipedia1.4.0непряма
PyPIwin32-setctime1.2.0непряма
PyPIwrapt1.17.3непряма
PyPIwrapt2.2.0непряма
PyPIwrapt2.2.1непряма
PyPIxxhash3.6.0непряма
PyPIxxhash3.7.0непряма
PyPIyapf0.43.0непряма
PyPIyarl1.22.0непряма
PyPIyarl1.23.0непряма
PyPIyarl1.24.2непряма
PyPIzep-cloud3.16.0непряма
PyPIzict3.0.0непряма
PyPIzipp3.23.0непряма
PyPIzipp4.1.0непряма
PyPIzstandard0.25.0непряма
Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 92423,
      "has_wiki": true,
      "homepage": "https://docs.nvidia.com/nemo/agent-toolkit/latest/",
      "languages": {
        "Jinja": 3293,
        "Shell": 50178,
        "Python": 11696518,
        "Dockerfile": 4820
      },
      "pushed_at": "2026-07-19T04:10:18Z",
      "created_at": "2025-03-06T17:23:52Z",
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          "avatar_url": "https://avatars.githubusercontent.com/u/168006707?v=4"
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          "avatar_url": "https://avatars.githubusercontent.com/u/16690530?v=4"
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          "avatar_url": "https://avatars.githubusercontent.com/u/9770524?v=4"
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        {
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            "name": "CII-Best-Practices",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
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          {
            "name": "Dangerous-Workflow",
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            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
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          {
            "name": "Dependency-Update-Tool",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
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          {
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
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  "source": {
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      "key": "overall",
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    "categories": [
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                "key": "watchers",
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                "status": "partial",
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                    "code": "watchers",
                    "params": {
                      "count": 32
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
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                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
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                "status": "met",
                "details": [],
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              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
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              },
              {
                "key": "issue_template",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "pr_template",
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                "max_points": 6.3
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            ]
          },
          {
            "key": "ecosystem_adoption",
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            "notes": [
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 87,
            "inputs": {
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              "dependents": null,
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              "monthly_downloads": 161041
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            "components": [
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "161,041 downloads/month across pypi",
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                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
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                  }
                ],
                "max_points": 80
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              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
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                "max_points": 20
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
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        "name": "Sustainability & Governance",
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        "weight": 0.24,
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            "note": null,
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                "key": "bus_factor",
                "name": "Bus factor",
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                "points": 43.2,
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                  {
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                "max_points": 54
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                "key": "commit_distribution",
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                "detail": "top contributor authored 23% of commits",
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                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                "max_points": 22.5
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                "key": "contributor_breadth",
                "name": "Contributor breadth",
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                "points": 13.5,
                "status": "met",
                "details": [
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                    "code": "contributors_sampled",
                    "params": {
                      "count": 100
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                  }
                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 10 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
              "merged_prs": 1456,
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              "closed_issues": 352,
              "issue_closed_ratio": 0.929,
              "closed_unmerged_prs": 275
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "93% of issues closed",
                "points": 43.4,
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                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 93
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "1456/1731 decided PRs merged",
                "points": 32.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 1456,
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                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "followers": 28148,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "NVIDIA",
              "public_repos": 769,
              "account_age_days": 5183
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
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                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "28,148 followers of NVIDIA",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 28148,
                      "login": "NVIDIA"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "769 public repos, account ~14 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 769
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 14
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                  }
                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 33
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            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
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                "details": [
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                    "code": "packages_published",
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                  }
                ],
                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 33 days ago",
                "points": 35,
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                "details": [
                  {
                    "code": "publish_recency",
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                ],
                "max_points": 35
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              {
                "key": "version_history",
                "name": "Version history",
                "detail": "449 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 449
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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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",
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        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": null,
            "notes": [],
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            "inputs": {
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              "has_editorconfig": false,
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
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                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "points": 16,
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                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
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                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
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                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [],
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              "homepage": "https://docs.nvidia.com/nemo/agent-toolkit/latest/",
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              "has_docs_dir": true,
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
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                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
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                "max_points": 10
              },
              {
                "key": "topics",
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                "points": 0,
                "status": "missed",
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                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "notes": [
              {
                "code": "excluded_no_data",
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                  "components": [
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                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 60,
            "inputs": {
              "source": "openssf_scorecard",
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              "scorecard_aggregate": 6
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            "components": [
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                "key": "binary_artifacts",
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                "points": 7.5,
                "status": "met",
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              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3,
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              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
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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": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
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                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 10 contributing companies or organizations",
                "points": 2.5,
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 2",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 7.5
              },
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                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "179 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
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            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
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            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
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              "review_only_matches": 0,
              "assessed_self_published_locations": 7
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            "components": [
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                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
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                    "code": "jurisdiction_no_match",
                    "params": {}
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                ],
                "max_points": 100
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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",
        "value": 71,
        "weight": 0,
        "metrics": [
          {
            "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",
                "params": {}
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            ],
            "value": 75,
            "inputs": {
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              "agent_instruction_files": [
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                ".cursor/rules/documentation/latinisms.mdc",
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            "components": [
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Пов’язані записи

Перевірені репозиторії, що мають спільні каталожні теги або екосистеми з NVIDIA/NeMo-Agent-Toolkit. Читати поруч →

93deepset-ai/haystackOpen-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.Відмінний85mem0ai/mem0Universal memory layer for AI AgentsВідмінний85embedchain/embedchainUniversal memory layer for AI AgentsВідмінний86langchain-ai/langgraphBuild resilient agents.Відмінний94run-llama/llama_indexLlamaIndex is the leading document agent and OCR platformВідмінний89microsoft/agent-frameworkA framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.Відмінний

Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.

Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.15.0 — повна методологія · вікі метрик.

Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.