Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.11.0 · метрики 1.13.0 · 2026-07-17 00:31 UTC

langchain-ai / langsmith-sdk

LangSmith Client SDK Implementations

Python · TypeScriptMIT★ 971 зірка⑂ 262 форкиз трав. 2023 р.Переглянути на GitHub ↗
#evaluation#language-model#observability

langchain-ai/langsmith-sdk має індекс здоров’я 88 зі 100, що відповідає смузі «Відмінний». Найвищий показник — Vitality (100/100), найнижчий — Security (83/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 4 учасники.

88
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.

88
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

LangChainОрганізація
20 913 підписників251 публічний репозиторійз бер. 2023 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
npmlangsmith0.8.322 613 4364391 день томуllmtracingevaluationlangchain
PyPIlangsmith0.10.5-5071 день томуevaluationlangchainlangsmithlanguagellmnlpplatformtracingtranslation

Метрики за категоріями

Життєздатність

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

100Відмінний · 22% загального індексу

Активність розробки

100Відмінний
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
36/36Ритм комітів — 52/52 тижнів із комітами
18/18Обсяг комітів — 911 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year911
human_commit_share—
days_since_last_push0
active_weeks_last_year52

Дисципліна релізів

100Відмінний
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 100 релізів
36/36Свіжість релізів — останній реліз 1 дн. тому
27/27Ритм релізів — реліз кожні ~1,5 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count100
latest_release_tagv0.10.5
releases_from_tagsні
days_since_latest_release1
mean_days_between_releases1,5
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?

84Добрий · 18% загального індексу

Популярність і впровадження

74Добрий
Як обчислюється оцінка
48.4/60Зірки — 971 зірок
20.1/25Форки — 262 форків
6/15Спостерігачі — 13 спостерігачів
Використані вхідні дані
forks262
stars971
watchers13
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Здоров'я спільноти

85Відмінний
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
18/18Настанови CONTRIBUTING
13.5/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductтак
has_pull_request_templateні

Впровадження в екосистемі (завантаження)

100Відмінний
Як обчислюється оцінка
80/80Щомісячні завантаження — 22 613 436 завантажень/місяць у npm, pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packageslangsmith, langsmith
dependents—
ecosystemsnpm, pypi
total_downloads—
monthly_downloads22 613 436
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?

86Відмінний · 24% загального індексу

Стійкість мейнтейнерів (бас-фактор)

85Відмінний
Як обчислюється оцінка
43.2/54Бас-фактор — на 4 контриб’ютор(ів) припадає половина всіх комітів
18.2/22.5Розподіл комітів — головний контриб’ютор — автор 19% комітів
13.5/13.5Широта контриб’юторів — 99 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations
Використані вхідні дані
bus_factor4
contributors_sampled99
top_contributor_share0,19

Реактивність на issue та PR

86Відмінний
Як обчислюється оцінка
38.4/46.8Вирішення issue — закрито 82% issue
32.3/38.3Прийняття PR — злито 2 067/2 446 вирішених PR
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Використані вхідні дані
merged_prs2 067
open_issues109
closed_issues499
issue_closed_ratio0,821
closed_unmerged_prs379

Власність та опіка

75Добрий
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
25/25Охоплення власника — 20 913 підписників у langchain-ai
19.7/25Послужний список — 251 публічних репозиторіїв, вік облікового запису ~3 р.
Використані вхідні дані
followers20 913
owner_typeOrganization
is_verified—
owner_loginlangchain-ai
public_repos251
account_age_days1 232

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 2 пакет(ів) у npm, pypi
35/35Свіжість публікацій — остання публікація 1 дн. тому
20/20Історія версій — 507 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packageslangsmith, langsmith
ecosystemsnpm, pypi
any_deprecatedні
min_days_since_publish1

Інженерна якість

Чи наявні базові інженерні практики та документація?

86Відмінний · 20% загального індексу

Інженерні практики

94Відмінний
Як обчислюється оцінка
24/24Процеси CI — 10 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

75Добрий
Як обчислюється оцінка
30/30README
0/25Каталог документації
15/15Сайт документації / домашня сторінка — https://docs.smith.langchain.com/
10/10Опис репозиторію
10/10Теми — 3 тем
10/10Wiki
Використані вхідні дані
topicsevaluation, language-model, observability
has_wikiтак
homepagehttps://docs.smith.langchain.com/
has_readmeтак
has_docs_dirні
has_descriptionтак

Безпека

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

83Добрий · 16% загального індексу

Стан безпеки

83Добрий
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-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 6 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
5/5Pinned-Dependencies — all dependencies are pinned
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — немає даних
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities — 13 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate8,3
Виключено з оцінювання (немає даних або не застосовно): 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.

85Відмінний · 0% загального індексу

Контекст і настанови для агентів

75Добрий
Як обчислюється оцінка
45/45Інструкції для агентів — js/AGENTS.md, python/AGENTS.md
0/15Машиночитана документація (llms.txt)
0/40Читабельна історія комітів — немає даних
Використані вхідні дані
has_llms_txtні
legible_history_share—
agent_instruction_filesjs/AGENTS.md, python/AGENTS.md
agent_instruction_max_bytes2 135
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.

Цикл верифікації (збірка / тести / перевірка типів)

97Відмінний
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile, js/Makefile, python/Makefile, python/docs/Makefile
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — js/internal/environment_tests/test-exports-esm/tsconfig.json, js/tsconfig.json, python/langsmith/_openapi_client/py.typed, python/langsmith/py.typed, python/mypy.ini
10/10Відтворюване середовище — Dockerfile, lockfile
0/10Підтверджена практика роботи з агентами — немає даних
5/8Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно
10/10OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Використані вхідні дані
has_nixні
has_testsтак
lockfilespnpm-lock.yaml, uv.lock
has_dockerfileтак
typed_languageні
bootstrap_filesMakefile, js/Makefile, python/Makefile, python/docs/Makefile
has_devcontainerні
has_linter_configтак
typecheck_configsjs/internal/environment_tests/test-exports-esm/tsconfig.json, js/tsconfig.json, python/langsmith/_openapi_client/py.typed, python/langsmith/py.typed, python/mypy.ini
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
Виключено з оцінювання (немає даних або не застосовно): Підтверджена практика роботи з агентами. Залишкові ваги перенормовано.

Читабельність коду для моделей

81Добрий
Як обчислюється оцінка
27/45Типізований код — Python з конфігурацією перевірки типів (js/internal/environment_tests/test-exports-esm/tsconfig.json, js/tsconfig.json, python/langsmith/_openapi_client/py.typed, python/langsmith/py.typed, python/mypy.ini)
53.6/55Керовані розміри файлів — 16/622 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes442 509
source_files_sampled622
oversized_source_files16

Машиночитні інтерфейси

80Добрий
Як обчислюється оцінка
40/40Схема API (OpenAPI/GraphQL/proto) — openapi/openapi.yaml
0/20Сервер MCP
40/40Придатні до запуску приклади — examples, notebooks
Використані вхідні дані
example_dirsexamples, notebooks
has_mcp_signalні
api_schema_filesopenapi/openapi.yaml

Ключові факти

971зірок GitHub
99контриб'юторів
911комітів за останні 12 місяців
0днів від останнього пушу
100релізів
4бас-фактор
109відкритих issue
npm, PyPIпакетних екосистем

Докладніше

OpenSSF Scorecard 8.3 / 10
8.3сукупно

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 · 2026-07-17 00:30 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-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 6 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
10Pinned-Dependenciesall dependencies are pinned
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
н/дSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities13 existing vulnerabilities detected
Прямі залежності 15
РеєстрПакетОбмеження версіїМаніфест
npmp-queue6.6.2js/package.json
PyPIpydantic>=2,<3python/pyproject.toml
PyPIrequests>=2.0.0python/pyproject.toml
PyPIorjson>=3.9.14python/pyproject.toml
PyPIhttpx>=0.23.0,<1python/pyproject.toml
PyPIrequests-toolbelt>=1.0.0python/pyproject.toml
PyPIzstandard>=0.23.0python/pyproject.toml
PyPIpackaging>=23.2python/pyproject.toml
PyPIuuid-utils>=0.12.0,<1.0python/pyproject.toml
PyPIxxhash>=3.0.0python/pyproject.toml
PyPIwebsockets>=15.0python/pyproject.toml
PyPIanyio>=3.5.0python/pyproject.toml
PyPIdistro>=1.7.0python/pyproject.toml
PyPIsniffio>=1.1python/pyproject.toml
PyPItyping_extensions>=4.0.0python/pyproject.toml
Усі залежності 1 629

Повний розв'язаний набір залежностей із графа залежностей GitHub: 16 прямих і 1 613 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
npmp-queue6.6.2пряма
npmp-queue9.3.0пряма
PyPIanyio4.14.1пряма
PyPIdistro1.9.0пряма
PyPIhttpx0.28.1пряма
PyPIorjson3.11.9пряма
PyPIpackaging26.2пряма
PyPIpydantic2.13.4пряма
PyPIrequests2.34.2пряма
PyPIrequests-toolbelt1.0.0пряма
PyPIsniffio1.3.1пряма
PyPItyping-extensions4.15.0пряма
PyPIuuid-utils0.16.2пряма
PyPIwebsockets15.0.1пряма
PyPIxxhash3.8.0пряма
PyPIzstandard0.25.0пряма
npm@ai-sdk/anthropic4.0.0-beta.67непряма
npm@ai-sdk/gateway4.0.0-beta.109непряма
npm@ai-sdk/openai4.0.4непряма
npm@ai-sdk/provider4.0.0-beta.19непряма
npm@ai-sdk/provider4.0.1непряма
npm@ai-sdk/provider-utils5.0.0-beta.49непряма
npm@ai-sdk/provider-utils5.0.2непряма
npm@anthropic-ai/claude-agent-sdk0.3.150непряма
npm@anthropic-ai/claude-agent-sdk-darwin-arm640.3.150непряма
npm@anthropic-ai/claude-agent-sdk-darwin-x640.3.150непряма
npm@anthropic-ai/claude-agent-sdk-linux-arm640.3.150непряма
npm@anthropic-ai/claude-agent-sdk-linux-arm64-musl0.3.150непряма
npm@anthropic-ai/claude-agent-sdk-linux-x640.3.150непряма
npm@anthropic-ai/claude-agent-sdk-linux-x64-musl0.3.150непряма
npm@anthropic-ai/claude-agent-sdk-win32-arm640.3.150непряма
npm@anthropic-ai/claude-agent-sdk-win32-x640.3.150непряма
npm@anthropic-ai/sdk0.98.0непряма
npm@babel/code-frame7.29.0непряма
npm@babel/code-frame7.29.7непряма
npm@babel/code-frame8.0.0непряма
npm@babel/compat-data7.29.7непряма
npm@babel/compat-data8.0.0непряма
npm@babel/core7.29.7непряма
npm@babel/generator7.29.1непряма
npm@babel/generator7.29.7непряма
npm@babel/generator8.0.0непряма
npm@babel/helper-annotate-as-pure7.29.7непряма
npm@babel/helper-annotate-as-pure8.0.0непряма
npm@babel/helper-compilation-targets7.29.7непряма
npm@babel/helper-compilation-targets8.0.0непряма
npm@babel/helper-create-class-features-plugin7.29.7непряма
npm@babel/helper-create-class-features-plugin8.0.1непряма
npm@babel/helper-create-regexp-features-plugin7.29.7непряма
npm@babel/helper-create-regexp-features-plugin8.0.1непряма
npm@babel/helper-define-polyfill-provider0.6.8непряма
npm@babel/helper-define-polyfill-provider1.0.0непряма
npm@babel/helper-globals7.29.7непряма
npm@babel/helper-globals8.0.0непряма
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npmrun-parallel1.2.0непряма
npmsafe-buffer5.2.1непряма
npmsafer-buffer2.1.2непряма
npmschema-utils4.3.3непряма
npmsemver5.7.2непряма
npmsemver6.3.1непряма
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npmsend1.2.1непряма
npmserialize-error2.1.0непряма
npmserve-static2.2.1непряма
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npmsetprototypeof1.2.0непряма
npmshallow-clone3.0.1непряма
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npmshebang-regex3.0.0непряма
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npmside-channel-weakmap1.0.2непряма
npmsift17.1.3непряма
npmsiginfo2.0.0непряма
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npmsisteransi1.0.5непряма
npmslash3.0.0непряма
npmsource-map0.5.7непряма
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npmsparse-bitfield3.0.3непряма
npmsprintf-js1.0.3непряма
npmstack-utils2.0.6непряма
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npmstandardwebhooks1.0.0непряма
npmstatuses1.5.0непряма
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npmstd-env3.10.0непряма
npmstrict-event-emitter0.5.1непряма
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npmstring-width5.1.2непряма
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npmstrip-bom4.0.0непряма
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npmstrip-json-comments3.1.1непряма
npmstrip-literal3.1.0непряма
npmsupports-color10.2.2непряма
npmsupports-color7.2.0непряма
npmsupports-color8.1.1непряма
npmsupports-preserve-symlinks-flag1.0.0непряма
npmsynckit0.11.13непряма
npmsysteminformation5.31.11непряма
npmtagged-tag1.0.0непряма
npmtapable2.3.3непряма
npmtemp0.8.4непряма
npmterser5.46.1непряма
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npmtext-table0.2.0непряма
npmthroat5.0.0непряма
npmtinybench2.9.0непряма
npmtinyexec0.3.2непряма
npmtinyglobby0.2.17непряма
npmtinypool1.1.1непряма
npmtinypool2.1.0непряма
npmtinyrainbow2.0.0непряма
npmtinyspy4.0.4непряма
npmtldts7.1.2непряма
npmtldts-core7.1.2непряма
npmtmpl1.0.5непряма
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npmtough-cookie6.0.1непряма
npmtr465.1.1непряма
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npmts-jest29.4.11непряма
npmts-node10.9.2непряма
npmtslib2.8.1непряма
npmtsx4.22.4непряма
npmtsx4.23.0непряма
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npmtype-fest0.20.2непряма
npmtype-fest0.21.3непряма
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npmtype-is2.1.0непряма
npmtypedoc0.28.19непряма
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npmtypescript6.0.3непряма
npmuc.micro2.1.0непряма
npmuglify-js3.19.3непряма
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npmunenv2.0.0-rc.24непряма
npmunicode-canonical-property-names-ecmascript2.0.1непряма
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npmunpipe1.0.0непряма
npmuntil-async3.0.2непряма
npmupdate-browserslist-db1.2.3непряма
npmuri-js4.4.1непряма
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npmuuid11.1.1непряма
npmv8-compile-cache-lib3.0.1непряма
npmv8-to-istanbul9.3.0непряма
npmvary1.1.2непряма
npmvite6.4.3непряма
npmvite7.3.5непряма
npmvite-node3.2.4непряма
npmvitest3.2.6непряма
npmvlq1.0.1непряма
npmwalker1.0.8непряма
npmwatchpack2.5.2непряма
npmweb-streams-polyfill3.3.3непряма
npmwebidl-conversions7.0.0непряма
npmwebpack5.108.3непряма
npmwebpack-cli5.1.4непряма
npmwebpack-merge5.10.0непряма
npmwebpack-sources3.5.0непряма
npmwhatwg-url14.2.0непряма
npmwhich2.0.2непряма
npmwhy-is-node-running2.3.0непряма
npmwildcard2.0.1непряма
npmword-wrap1.2.5непряма
npmwordwrap1.0.0непряма
npmworkerd1.20260708.1непряма
npmwrangler4.110.0непряма
npmwrap-ansi7.0.0непряма
npmwrap-ansi8.1.0непряма
npmwrappy1.0.2непряма
npmwrite-file-atomic2.4.3непряма
npmwrite-file-atomic4.0.2непряма
npmwrite-file-atomic5.0.1непряма
npmws7.5.11непряма
npmws8.21.0непряма
npmxtend4.0.2непряма
npmy18n5.0.8непряма
npmyallist3.1.1непряма
npmyaml2.8.3непряма
npmyaml2.9.0непряма
npmyargs17.7.2непряма
npmyargs17.7.3непряма
npmyargs-parser21.1.1непряма
npmyn3.1.1непряма
npmyocto-queue0.1.0непряма
npmyouch4.1.0-beta.10непряма
npmyouch-core0.3.3непряма
npmzod3.25.76непряма
npmzod4.4.3непряма
npmzod-to-json-schema3.25.2непряма
PyPIaiofiles25.1.0непряма
PyPIaiohappyeyeballs2.6.1непряма
PyPIaiohttp3.14.1непряма
PyPIaiosignal1.4.0непряма
PyPIaiosqlite0.22.1непряма
PyPIannotated-doc0.0.4непряма
PyPIannotated-types0.7.0непряма
PyPIanthropic0.105.2непряма
PyPIast-serialize0.5.0непряма
PyPIasync-timeout5.0.1непряма
PyPIattrs26.1.0непряма
PyPIaudioop-lts0.2.2непряма
PyPIauthlib1.6.12непряма
PyPIautodoc-pydantic—непряма
PyPIav17.1.0непряма
PyPIaws-requests-auth0.4.3непряма
PyPIbackports-asyncio-runner1.2.0непряма
PyPIbeautifulsoup4—непряма
PyPIbeautifulsoup44.14.3непряма
PyPIboto31.42.96непряма
PyPIbotocore1.42.96непряма
PyPIbump2version1.0.1непряма
PyPIcachetools7.1.4непряма
PyPIcertifi2026.2.25непряма
PyPIcffi2.0.0непряма
PyPIcharset-normalizer3.4.6непряма
PyPIclaude-agent-sdk0.2.110непряма
PyPIclick8.3.1непряма
PyPIcolorama0.4.6непряма
PyPIcoverage7.13.5непряма
PyPIcryptography48.0.1непряма
PyPIdataclasses-json0.6.7непряма
PyPIdebugpy1.8.21непряма
PyPIdefusedxml0.7.1непряма
PyPIdill0.4.1непряма
PyPIdocstring-parser0.17.0непряма
PyPIeval-type-backport0.4.0непряма
PyPIexceptiongroup1.3.1непряма
PyPIexecnet2.1.2непряма
PyPIfastapi0.136.3непряма
PyPIflatbuffers25.12.19непряма
PyPIfreezegun1.5.5непряма
PyPIfrozenlist1.8.0непряма
PyPIgoogle-adk2.3.0непряма
PyPIgoogle-auth2.49.1непряма
PyPIgoogle-genai2.8.0непряма
PyPIgoogleapis-common-protos1.73.1непряма
PyPIgraphviz0.21непряма
PyPIgriffelib2.0.2непряма
PyPIgrpcio1.81.1непряма
PyPIh110.16.0непряма
PyPIhttpcore1.0.9непряма
PyPIhttpx-sse0.4.3непряма
PyPIidna3.15непряма
PyPIimportlib-metadata8.7.1непряма
PyPIiniconfig2.3.0непряма
PyPIjiter0.13.0непряма
PyPIjmespath1.1.0непряма
PyPIjoblib1.5.3непряма
PyPIjson-repair0.61.4непряма
PyPIjsonpatch1.33непряма
PyPIjsonpointer3.1.1непряма
PyPIjsonschema4.26.0непряма
PyPIjsonschema-specifications2025.9.1непряма
PyPIlangchain-anthropic1.4.8непряма
PyPIlangchain-core1.4.8непряма
PyPIlangchain-openai1.3.3непряма
PyPIlangchain-protocol0.0.18непряма
PyPIlangsmith-pyo30.1.0rc5непряма
PyPIlibrt0.11.0непряма
PyPIlivekit1.1.12непряма
PyPIlivekit-agents1.6.4непряма
PyPIlivekit-api1.1.1непряма
PyPIlivekit-blingfire1.1.0непряма
PyPIlivekit-local-inference0.2.6непряма
PyPIlivekit-protocol1.1.18непряма
PyPIllvmlite0.47.0непряма
PyPIloguru0.7.3непряма
PyPImarkdown3.10.2непряма
PyPImarkdown-it-py4.0.0непряма
PyPImarkdownify1.2.2непряма
PyPImarshmallow3.26.2непряма
PyPImcp1.28.1непряма
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PyPImpmath1.3.0непряма
PyPImultidict6.7.1непряма
PyPImultipart1.3.1непряма
PyPImypy2.1.0непряма
PyPImypy-extensions1.1.0непряма
PyPImyst-nb—непряма
PyPImyst-parser—непряма
PyPInest-asyncio1.6.0непряма
PyPInltk3.10.0непряма
PyPInumba0.65.1непряма
PyPInumpy2.2.6непряма
PyPInumpy2.4.4непряма
PyPIonnxruntime1.24.4непряма
PyPIopenai—непряма
PyPIopenai2.44.0непряма
PyPIopenai-agents0.17.7непряма
PyPIopentelemetry-api1.39.1непряма
PyPIopentelemetry-exporter-otlp1.39.1непряма
PyPIopentelemetry-exporter-otlp-proto-common1.39.1непряма
PyPIopentelemetry-exporter-otlp-proto-grpc1.39.1непряма
PyPIopentelemetry-exporter-otlp-proto-http1.39.1непряма
PyPIopentelemetry-instrumentation0.60b1непряма
PyPIopentelemetry-instrumentation-threading0.60b1непряма
PyPIopentelemetry-proto1.39.1непряма
PyPIopentelemetry-sdk1.39.1непряма
PyPIopentelemetry-semantic-conventions0.60b1непряма
PyPIpandas-stubs2.3.3.260113непряма
PyPIpandas-stubs3.0.0.260204непряма
PyPIpathspec1.0.4непряма
PyPIpillow12.2.0непряма
PyPIpipecat-ai1.4.0непряма
PyPIpluggy1.6.0непряма
PyPIprometheus-client0.25.0непряма
PyPIprompt-toolkit3.0.52непряма
PyPIpropcache0.4.1непряма
PyPIprotobuf6.33.6непряма
PyPIpsutil7.2.2непряма
PyPIpy-spy0.4.2непряма
PyPIpyasn10.6.3непряма
PyPIpyasn1-modules0.4.2непряма
PyPIpycparser3.0непряма
PyPIpydantic-core2.46.4непряма
PyPIpydantic-settings2.14.2непряма
PyPIpydata-sphinx-theme—непряма
PyPIpygments2.20.0непряма
PyPIpyjwt2.13.0непряма
PyPIpyloudnorm0.2.0непряма
PyPIpyopenssl26.2.0непряма
PyPIpyperf2.10.0непряма
PyPIpytest9.1.1непряма
PyPIpytest-asyncio1.4.0непряма
PyPIpytest-cov7.1.0непряма
PyPIpytest-dotenv0.5.2непряма
PyPIpytest-httpx0.36.2непряма
PyPIpytest-rerunfailures16.3непряма
PyPIpytest-retry1.7.0непряма
PyPIpytest-socket0.8.0непряма
PyPIpytest-subtests0.15.0непряма
PyPIpytest-timeout2.4.0непряма
PyPIpytest-watcher0.6.3непряма
PyPIpytest-xdist3.8.0непряма
PyPIpython-dateutil2.9.0.post0непряма
PyPIpython-dotenv1.2.2непряма
PyPIpython-multipart0.0.31непряма
PyPIpywin32311непряма
PyPIpyyaml—непряма
PyPIpyyaml6.0.3непряма
PyPIpyyaml-include1.4.1непряма
PyPIreferencing0.37.0непряма
PyPIregex2026.3.32непряма
PyPIresampy0.4.3непряма
PyPIrich14.3.4непряма
PyPIrpds-py0.30.0непряма
PyPIruff0.15.20непряма
PyPIs3transfer0.16.1непряма
PyPIscipy1.17.1непряма
PyPIscipy1.18.0непряма
PyPIshellingham1.5.4непряма
PyPIsix1.17.0непряма
PyPIslack-bolt1.28.0непряма
PyPIslack-sdk3.41.0непряма
PyPIsounddevice0.5.5непряма
PyPIsoupsieve2.8.4непряма
PyPIsoxr1.0.0непряма
PyPIsphinx—непряма
PyPIsphinx-autobuild—непряма
PyPIsphinx-copybutton—непряма
PyPIsphinx-design—непряма
PyPIsse-starlette3.3.4непряма
PyPIstarlette1.3.1непряма
PyPIstrands-agents1.45.0непряма
PyPIstrands-agents-tools0.8.2непряма
PyPIsympy1.14.0непряма
PyPItenacity9.1.4непряма
PyPItiktoken0.12.0непряма
PyPItoml—непряма
PyPItomli2.4.1непряма
PyPItqdm4.67.3непряма
PyPIty0.0.44непряма
PyPItyper0.26.8непряма
PyPItypes-protobuf7.34.1.20260518непряма
PyPItypes-psutil7.2.2.20260518непряма
PyPItypes-pytz2026.1.1.20260304непряма
PyPItypes-pyyaml6.0.12.20260518непряма
PyPItypes-requests2.33.0.20260518непряма
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PyPItyping-inspect0.9.0непряма
PyPItyping-inspection0.4.2непряма
PyPItzdata2025.3непряма
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PyPIvcrpy8.2.1непряма
PyPIwait-for20.4.1непряма
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PyPIwatchfiles1.2.0непряма
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Звіт у форматі JSON машиночитний
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                "name": "Track record",
                "detail": "251 public repos, account ~3 yr old",
                "points": 19.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 251
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 3
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "langsmith",
                "langsmith"
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              "ecosystems": "npm, pypi",
              "any_deprecated": false,
              "min_days_since_publish": 1
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on npm, pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
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                      "count": 2,
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                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 1 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 1
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "507 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 507
                    }
                  }
                ],
                "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",
        "band": "excellent",
        "name": "Engineering Quality",
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        "weight": 0.2,
        "metrics": [
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            "key": "engineering_practices",
            "band": "excellent",
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                "detail": "10 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
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                "max_points": 24
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              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
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              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "status": "met",
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              {
                "key": "pre_commit_hooks",
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                "status": "met",
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                "max_points": 9.6
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              {
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                "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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                "details": [],
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          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
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              "has_wiki": true,
              "homepage": "https://docs.smith.langchain.com/",
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
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                "points": 30,
                "status": "met",
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              {
                "key": "documentation_directory",
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                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://docs.smith.langchain.com/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
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                "max_points": 10
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              {
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                "max_points": 10
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              {
                "key": "wiki",
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                "points": 10,
                "status": "met",
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "weight": 0.16,
        "metrics": [
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            "key": "security_posture",
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            "notes": [
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                "code": "excluded_no_data",
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 83,
            "inputs": {
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              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
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              "scorecard_aggregate": 8.3
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            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
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              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 6,
                "status": "partial",
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              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
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                "status": "met",
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 6 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": [],
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              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
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                "details": [],
                "max_points": 7.5
              },
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                "key": "fuzzing",
                "name": "Fuzzing",
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                "points": 0,
                "status": "missed",
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              {
                "key": "license",
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                "key": "maintained",
                "name": "Maintained",
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                "key": "packaging",
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                "points": 5,
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                "details": [],
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                "key": "pinned_dependencies",
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                "key": "sast",
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                "key": "security_policy",
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                "status": "met",
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              {
                "key": "signed_releases",
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                "points": 0,
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                "details": [
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                "max_points": 7.5
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          {
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            "value": 100,
            "inputs": {
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              "red_flag": false,
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              "policy_countries": [
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                "Iran",
                "North Korea"
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              "review_only_matches": 0,
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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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        "weight": 0,
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            "notes": [
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                "code": "excluded_no_data",
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            "value": 75,
            "inputs": {
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                "points": 45,
                "status": "met",
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                "key": "machine_readable_docs_llms_txt",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "legible_commit_history",
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                "points": 0,
                "status": "excluded",
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                    "params": {}
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                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
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                "code": "excluded_no_data",
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              },
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                "code": "weights_renormalized",
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            ],
            "value": 97,
            "inputs": {
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              "has_dockerfile": true,
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                "status": "met",
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              {
                "key": "demonstrated_agent_practice",
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                "max_points": 10
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                "key": "automated_maintenance",
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                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
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                "max_points": 8
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                "key": "openssf_scorecard_pinned_dependencies",
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          },
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            "key": "ai_code_legibility",
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            "key": "ai_interfaces",
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            "notes": [],
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        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
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  "report_type": "repository",
  "generated_at": "2026-07-17T00:31:06.092409Z",
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}

Пов’язані записи

Перевірені репозиторії, що мають спільні каталожні теги або екосистеми з langchain-ai/langsmith-sdk. 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.Відмінний87Unstructured-IO/unstructuredConvert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.Відмінний89Arize-ai/phoenixAI Observability & EvaluationВідмінний88SigNoz/signozSigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined with SigNoz MCP and a native AI teammate (in SigNoz Cloud) it helps you build more resilient apps.Відмінний94run-llama/llama_indexLlamaIndex is the leading document agent and OCR platformВідмінний88huggingface/transformers🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training. 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 v0.11.0 — повна методологія · вікі метрик.

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