Публічний реєстрДобрий
Звіт про здоров'я програмного забезпеченнясхема 0.12.0 · метрики 1.13.0 · 2026-07-18 13:40 UTC
langchain-ai / langchain-aws
Build LangChain Applications on AWS
langchain-ai/langchain-aws має індекс здоров’я 75 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (95/100), найнижчий — Security (61/100). Останнє оновлення було 2 дні тому. Більшість нещодавньої роботи виконують 4 учасники.
75
загалом / 100Індекс здоров'я програмного забезпечення
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.
75
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
Профіль оцінок
Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.
Власність
LangChainОрганізація
20 950 підписників251 публічний репозиторійз бер. 2023 р.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
95
Активність розробки
99Відмінний
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 2 дн. тому |
| 34.6/36 | Ритм комітів — 50/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 385 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 385 |
| human_commit_share | — |
| days_since_last_push | 2 |
| active_weeks_last_year | 50 |
Дисципліна релізів
90Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 100 релізів |
| 36/36 | Свіжість релізів — останній реліз 11 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~5,4 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Використані вхідні дані
| releases_count | 100 |
| latest_release_tag | langchain-aws==1.6.2 |
| releases_from_tags | ні |
| days_since_latest_release | 11 |
| mean_days_between_releases | 5,4 |
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
75
Популярність і впровадження
66Помірний
Як обчислюється оцінка
| 40.9/60 | Зірки — 332 зірок |
| 20.6/25 | Форки — 297 форків |
| 4.3/15 | Спостерігачі — 7 спостерігачів |
Використані вхідні дані
| forks | 297 |
| stars | 332 |
| watchers | 7 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
85Відмінний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (MIT) |
| 18/18 | Настанови CONTRIBUTING |
| 13.5/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | так |
| has_pull_request_template | ні |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
78
Як обчислюється оцінка
| 43.2/54 | Бас-фактор — на 4 контриб’ютор(ів) припадає половина всіх комітів |
| 17.5/22.5 | Розподіл комітів — головний контриб’ютор — автор 22% комітів |
| 13.5/13.5 | Широта контриб’юторів — 100 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 4 |
| contributors_sampled | 100 |
| top_contributor_share | 0,222 |
Реактивність на issue та PR
74Добрий
Як обчислюється оцінка
| 38.8/46.8 | Вирішення issue — закрито 83% issue |
| 33.4/38.3 | Прийняття PR — злито 649/743 вирішених PR |
| 1.5/15 | OpenSSF Scorecard: Code-Review — Found 5/26 approved changesets -- score normalized to 1 |
Використані вхідні дані
| merged_prs | 649 |
| open_issues | 63 |
| closed_issues | 307 |
| issue_closed_ratio | 0,83 |
| closed_unmerged_prs | 94 |
Власність та опіка
75Добрий
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 25/25 | Охоплення власника — 20 950 підписників у langchain-ai |
| 19.8/25 | Послужний список — 251 публічних репозиторіїв, вік облікового запису ~3 р. |
Використані вхідні дані
| followers | 20 950 |
| owner_type | Organization |
| is_verified | — |
| owner_login | langchain-ai |
| public_repos | 251 |
| account_age_days | 1 234 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
61
Інженерні практики
68Помірний
Як обчислюється оцінка
| 24/24 | Процеси CI — 11 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
Документація
50Помірний
Як обчислюється оцінка
| 30/30 | README |
| 0/25 | Каталог документації |
| 0/15 | Сайт документації / домашня сторінка |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 4 тем |
| 0/10 | Wiki |
Використані вхідні дані
| topics | aws, generative-ai, langchain, langchain-python |
| has_wiki | ні |
| homepage | — |
| has_readme | так |
| has_docs_dir | ні |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
61
Стан безпеки
61Помірний
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — немає даних |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 5/26 approved changesets -- score normalized to 1 |
| 2.5/2.5 | Contributors — project has 6 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 1.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 3 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 6,1 |
Виключено з оцінювання (немає даних або не застосовно): branch_protection. 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.
80
Контекст і настанови для агентів
100Відмінний
Як обчислюється оцінка
| 45/45 | Інструкції для агентів — AGENTS.md, CLAUDE.md |
| 15/15 | Машиночитана документація (llms.txt) — llms.txt наявний |
| 0/40 | Читабельна історія комітів — немає даних |
Використані вхідні дані
| has_llms_txt | так |
| legible_history_share | — |
| agent_instruction_files | AGENTS.md, CLAUDE.md |
| agent_instruction_max_bytes | 7 965 |
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.
Як обчислюється оцінка
| 18/18 | Розгортання однією командою — libs/agentcore-codeinterpreter/Makefile, libs/aws/Makefile, libs/langgraph-checkpoint-aws/Makefile |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 11/11 | Статична перевірка типів — libs/aws/langchain_aws/py.typed |
| 10/10 | Відтворюване середовище — lockfile |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 5/8 | Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | uv.lock |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | libs/agentcore-codeinterpreter/Makefile, libs/aws/Makefile, libs/langgraph-checkpoint-aws/Makefile |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | libs/aws/langchain_aws/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Виключено з оцінювання (немає даних або не застосовно): Підтверджена практика роботи з агентами. Залишкові ваги перенормовано.
Читабельність коду для моделей
81Добрий
Як обчислюється оцінка
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (libs/aws/langchain_aws/py.typed) |
| 53.6/55 | Керовані розміри файлів — 7/278 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 221 460 |
| source_files_sampled | 278 |
| oversized_source_files | 7 |
Машиночитні інтерфейси
60Помірний
Як обчислюється оцінка
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 20/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — notebooks, samples |
Використані вхідні дані
| example_dirs | notebooks, samples |
| has_mcp_signal | так |
| api_schema_files | — |
Ключові факти
332зірок GitHub
100контриб'юторів
385комітів за останні 12 місяців
2днів від останнього пушу
100релізів
4бас-фактор
63відкритих issue
—пакетних екосистем
Докладніше
OpenSSF Scorecard 6.1 / 10
6.1сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| н/д | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 5/26 approved changesets -- score normalized to 1 |
| 10 | Contributors | project has 6 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 3 | SAST | SAST tool is not run on all commits -- score normalized to 3 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Усі залежності 174
Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 174 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | annotated-types | 0.7.0 | непряма |
| PyPI | anthropic | 0.111.0 | непряма |
| PyPI | anthropic | 0.116.0 | непряма |
| PyPI | anyio | 4.14.0 | непряма |
| PyPI | anyio | 4.14.1 | непряма |
| PyPI | ast-serialize | 0.5.0 | непряма |
| PyPI | ast-serialize | 0.6.0 | непряма |
| PyPI | async-timeout | 4.0.3 | непряма |
| PyPI | async-timeout | 5.0.1 | непряма |
| PyPI | aws-sdk-bedrock-runtime | 0.7.0 | непряма |
| PyPI | aws-sdk-signers | 0.3.0 | непряма |
| PyPI | awscrt | 0.32.2 | непряма |
| PyPI | backports-asyncio-runner | 1.2.0 | непряма |
| PyPI | beautifulsoup4 | 4.15.0 | непряма |
| PyPI | bedrock-agentcore | 1.15.0 | непряма |
| PyPI | bedrock-agentcore | 1.17.0 | непряма |
| PyPI | boto3 | 1.43.36 | непряма |
| PyPI | boto3 | 1.43.39 | непряма |
| PyPI | boto3 | 1.43.40 | непряма |
| PyPI | boto3-stubs | 1.43.35 | непряма |
| PyPI | boto3-stubs | 1.43.39 | непряма |
| PyPI | boto3-stubs | 1.43.40 | непряма |
| PyPI | botocore | 1.43.36 | непряма |
| PyPI | botocore | 1.43.39 | непряма |
| PyPI | botocore | 1.43.40 | непряма |
| PyPI | botocore-stubs | 1.43.14 | непряма |
| PyPI | bracex | 2.6 | непряма |
| PyPI | certifi | 2026.6.17 | непряма |
| PyPI | cffi | 2.0.0 | непряма |
| PyPI | charset-normalizer | 3.4.7 | непряма |
| PyPI | charset-normalizer | 3.4.8 | непряма |
| PyPI | click | 8.4.1 | непряма |
| PyPI | click | 8.4.2 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | coverage | 7.14.3 | непряма |
| PyPI | coverage | 7.15.0 | непряма |
| PyPI | cryptography | 49.0.0 | непряма |
| PyPI | deepagents | 0.6.11 | непряма |
| PyPI | distro | 1.9.0 | непряма |
| PyPI | docstring-parser | 0.18.0 | непряма |
| PyPI | exceptiongroup | 1.3.1 | непряма |
| PyPI | execnet | 2.1.2 | непряма |
| PyPI | fakeredis | 2.36.2 | непряма |
| PyPI | filetype | 1.2.0 | непряма |
| PyPI | google-auth | 2.55.0 | непряма |
| PyPI | google-genai | 2.9.0 | непряма |
| PyPI | greenlet | 3.5.3 | непряма |
| PyPI | h11 | 0.16.0 | непряма |
| PyPI | httpcore | 1.0.9 | непряма |
| PyPI | httpx | 0.28.1 | непряма |
| PyPI | idna | 3.18 | непряма |
| PyPI | ijson | 3.5.1 | непряма |
| PyPI | iniconfig | 2.3.0 | непряма |
| PyPI | jiter | 0.15.0 | непряма |
| PyPI | jiter | 0.16.0 | непряма |
| PyPI | jmespath | 1.1.0 | непряма |
| PyPI | jsonpatch | 1.33 | непряма |
| PyPI | jsonpointer | 3.1.1 | непряма |
| PyPI | langchain | 1.3.11 | непряма |
| PyPI | langchain-agentcore-codeinterpreter | 0.0.5 | непряма |
| PyPI | langchain-anthropic | 1.4.7 | непряма |
| PyPI | langchain-anthropic | 1.4.8 | непряма |
| PyPI | langchain-aws | 1.6.1 | непряма |
| PyPI | langchain-aws | 1.6.2 | непряма |
| PyPI | langchain-classic | 1.0.8 | непряма |
| PyPI | langchain-core | 1.4.8 | непряма |
| PyPI | langchain-google-genai | 4.2.5 | непряма |
| PyPI | langchain-protocol | 0.0.18 | непряма |
| PyPI | langchain-tests | 1.1.9 | непряма |
| PyPI | langchain-text-splitters | 1.1.2 | непряма |
| PyPI | langgraph | 1.2.6 | непряма |
| PyPI | langgraph | 1.2.7 | непряма |
| PyPI | langgraph-checkpoint | 4.1.1 | непряма |
| PyPI | langgraph-checkpoint-aws | 1.2.0 | непряма |
| PyPI | langgraph-checkpoint-conformance | 0.0.2 | непряма |
| PyPI | langgraph-prebuilt | 1.1.0 | непряма |
| PyPI | langgraph-sdk | 0.4.2 | непряма |
| PyPI | langsmith | 0.9.0 | непряма |
| PyPI | langsmith | 0.9.6 | непряма |
| PyPI | langsmith | 0.9.7 | непряма |
| PyPI | librt | 0.11.0 | непряма |
| PyPI | librt | 0.12.0 | непряма |
| PyPI | markdown-it-py | 4.2.0 | непряма |
| PyPI | mdurl | 0.1.2 | непряма |
| PyPI | mypy | 2.1.0 | непряма |
| PyPI | mypy-boto3-cloudformation | 1.43.23 | непряма |
| PyPI | mypy-boto3-cloudformation | 1.43.38 | непряма |
| PyPI | mypy-boto3-dynamodb | 1.43.0 | непряма |
| PyPI | mypy-boto3-ec2 | 1.43.35 | непряма |
| PyPI | mypy-boto3-ec2 | 1.43.39 | непряма |
| PyPI | mypy-boto3-lambda | 1.43.35 | непряма |
| PyPI | mypy-boto3-lambda | 1.43.37 | непряма |
| PyPI | mypy-boto3-rds | 1.43.30 | непряма |
| PyPI | mypy-boto3-s3 | 1.43.31 | непряма |
| PyPI | mypy-boto3-sqs | 1.43.0 | непряма |
| PyPI | mypy-extensions | 1.1.0 | непряма |
| PyPI | numpy | 2.0.2 | непряма |
| PyPI | numpy | 2.2.6 | непряма |
| PyPI | numpy | 2.4.6 | непряма |
| PyPI | numpy | 2.5.0 | непряма |
| PyPI | numpy | 2.5.1 | непряма |
| PyPI | orjson | 3.11.9 | непряма |
| PyPI | ormsgpack | 1.12.2 | непряма |
| PyPI | packaging | 26.2 | непряма |
| PyPI | pathspec | 1.1.1 | непряма |
| PyPI | playwright | 1.61.0 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | protobuf | 7.35.1 | непряма |
| PyPI | py-cpuinfo | 9.0.0 | непряма |
| PyPI | pyasn1 | 0.6.3 | непряма |
| PyPI | pyasn1-modules | 0.4.2 | непряма |
| PyPI | pycparser | 3.0 | непряма |
| PyPI | pydantic | 2.13.4 | непряма |
| PyPI | pydantic | 2.14.0a1 | непряма |
| PyPI | pydantic-core | 2.46.4 | непряма |
| PyPI | pydantic-core | 2.47.0 | непряма |
| PyPI | pyee | 13.0.1 | непряма |
| PyPI | pygments | 2.20.0 | непряма |
| PyPI | pytest | 9.1.1 | непряма |
| PyPI | pytest-asyncio | 1.4.0 | непряма |
| PyPI | pytest-benchmark | 5.2.3 | непряма |
| PyPI | pytest-codspeed | 5.0.3 | непряма |
| PyPI | pytest-cov | 7.1.0 | непряма |
| PyPI | pytest-mock | 3.15.1 | непряма |
| PyPI | pytest-recording | 0.13.4 | непряма |
| PyPI | pytest-socket | 0.8.0 | непряма |
| PyPI | pytest-watcher | 0.6.3 | непряма |
| PyPI | pytest-xdist | 3.8.0 | непряма |
| PyPI | python-dateutil | 2.9.0.post0 | непряма |
| PyPI | pyyaml | 6.0.3 | непряма |
| PyPI | redis | 8.0.1 | непряма |
| PyPI | requests | 2.34.2 | непряма |
| PyPI | requests-toolbelt | 1.0.0 | непряма |
| PyPI | rich | 15.0.0 | непряма |
| PyPI | ruff | 0.15.18 | непряма |
| PyPI | ruff | 0.15.20 | непряма |
| PyPI | s3transfer | 0.19.0 | непряма |
| PyPI | six | 1.17.0 | непряма |
| PyPI | smithy-aws-core | 0.7.0 | непряма |
| PyPI | smithy-aws-event-stream | 0.3.0 | непряма |
| PyPI | smithy-core | 0.6.0 | непряма |
| PyPI | smithy-http | 0.4.2 | непряма |
| PyPI | smithy-json | 0.2.3 | непряма |
| PyPI | sniffio | 1.3.1 | непряма |
| PyPI | sortedcontainers | 2.4.0 | непряма |
| PyPI | soupsieve | 2.8.4 | непряма |
| PyPI | sqlalchemy | 2.1.0b3 | непряма |
| PyPI | starlette | 1.3.1 | непряма |
| PyPI | syrupy | 5.3.2 | непряма |
| PyPI | syrupy | 5.4.0 | непряма |
| PyPI | tenacity | 9.1.4 | непряма |
| PyPI | tomli | 2.4.1 | непряма |
| PyPI | types-awscrt | 0.34.1 | непряма |
| PyPI | types-requests | 2.33.0.20260518 | непряма |
| PyPI | types-s3transfer | 0.16.0 | непряма |
| PyPI | typing-extensions | 4.15.0 | непряма |
| PyPI | typing-extensions | 4.16.0 | непряма |
| PyPI | typing-inspection | 0.4.2 | непряма |
| PyPI | urllib3 | 2.7.0 | непряма |
| PyPI | uuid-utils | 0.16.2 | непряма |
| PyPI | uvicorn | 0.49.0 | непряма |
| PyPI | uvicorn | 0.50.2 | непряма |
| PyPI | valkey | 6.2.0rc2 | непряма |
| PyPI | valkey-glide-sync | 2.5.0rc2 | непряма |
| PyPI | vcrpy | 8.2.1 | непряма |
| PyPI | vcrpy | 8.3.0 | непряма |
| PyPI | watchdog | 6.0.0 | непряма |
| PyPI | wcmatch | 10.1 | непряма |
| PyPI | websockets | 15.0.1 | непряма |
| PyPI | wrapt | 2.2.2 | непряма |
| PyPI | xxhash | 3.7.0 | непряма |
| PyPI | xxhash | 3.8.0 | непряма |
| PyPI | xxhash | 3.8.1 | непряма |
| PyPI | zstandard | 0.25.0 | непряма |
Звіт у форматі JSON машиночитний
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}
],
"max_points": 60
},
{
"key": "forks",
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"detail": "297 forks",
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{
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}
],
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{
"key": "watchers",
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{
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],
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]
},
{
"key": "community_health",
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"note": null,
"notes": [],
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"inputs": {
"has_readme": true,
"has_license": true,
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"components": [
{
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{
"key": "license",
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"status": "met",
"details": [
{
"code": "license_standard",
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{
"code": "license_spdx",
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],
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{
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{
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{
"key": "issue_template",
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{
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]
}
],
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{
"key": "governance",
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{
"key": "maintainer_resilience",
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"components": [
{
"key": "bus_factor",
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"code": "bus_factor",
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"max_points": 54
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{
"key": "commit_distribution",
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{
"code": "top_contributor_share",
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{
"key": "contributor_breadth",
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"details": [
{
"code": "contributors_sampled",
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],
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{
"key": "openssf_scorecard_contributors",
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"max_points": 10
}
]
},
{
"key": "responsiveness",
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"note": null,
"notes": [],
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"components": [
{
"key": "issue_resolution",
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{
"code": "issues_closed_share",
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}
],
"max_points": 46.75
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{
"key": "pr_acceptance",
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{
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{
"key": "openssf_scorecard_code_review",
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},
{
"key": "stewardship",
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"note": null,
"notes": [],
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"inputs": {
"followers": 20950,
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"is_verified": null,
"owner_login": "langchain-ai",
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"components": [
{
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"code": "owner_organization",
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{
"key": "verified_domain",
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"points": 0,
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{
"key": "owner_reach",
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"code": "owner_followers",
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"max_points": 25
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{
"key": "track_record",
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"detail": "251 public repos, account ~3 yr old",
"points": 19.8,
"status": "partial",
"details": [
{
"code": "public_repos",
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"count": 251
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},
{
"code": "account_age_years",
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"years": 3
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}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
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"name": "Engineering Quality",
"value": 61,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
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"note": null,
"notes": [],
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"components": [
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"key": "ci_workflows",
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"details": [
{
"code": "ci_workflows",
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}
],
"max_points": 24
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{
"key": "tests_present",
"name": "Tests present",
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"points": 24,
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"max_points": 24
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{
"key": "linter_config",
"name": "Linter config",
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"points": 0,
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"details": [],
"max_points": 16
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{
"key": "pre_commit_hooks",
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"points": 0,
"status": "missed",
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{
"key": "editorconfig",
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"points": 0,
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"details": [],
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{
"key": "openssf_scorecard_ci_tests",
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]
},
{
"key": "documentation",
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"name": "Documentation",
"note": null,
"notes": [],
"value": 50,
"inputs": {
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"homepage": null,
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"components": [
{
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{
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "documentation_homepage_site",
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"points": 0,
"status": "missed",
"details": [],
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{
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"details": [],
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{
"key": "topics",
"name": "Topics",
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"code": "topics_count",
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}
],
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{
"key": "wiki",
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"points": 0,
"status": "missed",
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]
}
],
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},
{
"key": "security",
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"name": "Security",
"value": 61,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
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"notes": [
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"components": [
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},
{
"code": "weights_renormalized",
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"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 6.1
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"components": [
{
"key": "binary_artifacts",
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"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
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{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
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"code": "no_data",
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],
"max_points": 7.5
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{
"key": "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",
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},
{
"key": "code_review",
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{
"key": "contributors",
"name": "Contributors",
"detail": "project has 6 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
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"detail": "no dangerous workflow patterns detected",
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"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"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 11 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
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"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 3",
"points": 1.5,
"status": "partial",
"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": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
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"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
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"notes": [
{
"code": "jurisdiction_evidence_limits",
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}
],
"value": 100,
"inputs": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
"North Korea"
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"review_only_matches": 0,
"assessed_self_published_locations": 5
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"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
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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?"
},
{
"key": "ai_readiness",
"band": "good",
"name": "AI Readiness",
"value": 80,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"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": {}
}
],
"value": 100,
"inputs": {
"has_llms_txt": true,
"legible_history_share": null,
"agent_instruction_files": [
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"CLAUDE.md"
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"agent_instruction_max_bytes": 7965
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"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "AGENTS.md, CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
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}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": "llms.txt present",
"points": 15,
"status": "met",
"details": [
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"code": "llms_txt_present",
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],
"max_points": 15
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{
"key": "legible_commit_history",
"name": "Legible commit history",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
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],
"max_points": 40
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]
},
{
"key": "ai_verify_loop",
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"code": "excluded_no_data",
"params": {
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},
{
"code": "weights_renormalized",
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],
"value": 73,
"inputs": {
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"has_tests": true,
"lockfiles": [
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"has_dockerfile": false,
"typed_language": false,
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"toolchain_manifests": [],
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"components": [
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"status": "met",
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"code": "file_list",
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],
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{
"key": "automated_maintenance",
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"status": "partial",
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],
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{
"key": "openssf_scorecard_pinned_dependencies",
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]
},
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],
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{
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]
},
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"components": [
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},
{
"key": "mcp_server",
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{
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"name": "Runnable examples",
"detail": "notebooks, samples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "notebooks, samples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-18T13:40:17.837536Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/langchain-ai/langchain-aws.svg",
"full_name": "langchain-ai/langchain-aws",
"license_state": "standard",
"license_spdx": "MIT"
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.12.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика.