Публічний реєстрДобрий
Звіт про здоров'я програмного забезпеченнясхема 0.16.0 · метрики 1.13.0 · 2026-07-21 02:05 UTC
unclecode / crawl4ai
🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN
unclecode/crawl4ai має індекс здоров’я 77 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (100/100), найнижчий — AI Readiness (37/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.
77
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.
77
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
UncleCodeОсобистий обліковий запис
1 801 підписник125 публічних репозиторіївз трав. 2015 р.AlephNul, and KidoCode
Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| PyPI | Crawl4AI | 0.9.2 | - | 70 | 5 днів тому |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
100
Активність розробки
100Відмінний
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 36/36 | Ритм комітів — 52/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 619 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 21 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 619 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
Дисципліна релізів
100Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 20 релізів |
| 36/36 | Свіжість релізів — останній реліз 5 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~27 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 20 |
| latest_release_tag | v0.9.2 |
| releases_from_tags | ні |
| days_since_latest_release | 5 |
| mean_days_between_releases | 27 |
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?
96
Популярність і впровадження
99Відмінний
Як обчислюється оцінка
| 60/60 | Зірки — 73 496 зірок |
| 25/25 | Форки — 7 555 форків |
| 14.4/15 | Спостерігачі — 392 спостерігачів |
Використані вхідні дані
| forks | 7 555 |
| stars | 73 496 |
| watchers | 392 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
92Відмінний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (Apache-2.0) |
| 18/18 | Настанови CONTRIBUTING |
| 13.5/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 6.3/6.3 | 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 | так |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
68
Стійкість мейнтейнерів (бас-фактор)
40У зоні ризику
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 7.8/22.5 | Розподіл комітів — головний контриб’ютор — автор 66% комітів |
| 13.5/13.5 | Широта контриб’юторів — 82 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 82 |
| top_contributor_share | 0,655 |
Реактивність на issue та PR
73Добрий
Як обчислюється оцінка
| 45.9/46.8 | Вирішення issue — закрито 98% issue |
| 15.3/38.3 | Прийняття PR — злито 215/538 вирішених PR |
| 12/15 | OpenSSF Scorecard: Code-Review — Found 12/14 approved changesets -- score normalized to 8 |
Використані вхідні дані
| merged_prs | 215 |
| open_issues | 19 |
| closed_issues | 982 |
| issue_closed_ratio | 0,981 |
| closed_unmerged_prs | 323 |
Власність та опіка
73Добрий
Як обчислюється оцінка
| 10/30 | Підтримка власника — особистий (користувацький) обліковий запис |
| 0/20 | Верифікований домен — не застосовно до користувацьких облікових записів |
| 23.4/25 | Охоплення власника — 1 801 підписників у unclecode |
| 25/25 | Послужний список — 125 публічних репозиторіїв, вік облікового запису ~11 р. |
Використані вхідні дані
| followers | 1 801 |
| owner_type | User |
| is_verified | — |
| owner_login | unclecode |
| public_repos | 125 |
| account_age_days | 4 081 |
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.
Супровід пакетів
100Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 5 дн. тому |
| 20/20 | Історія версій — 70 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | Crawl4AI |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 5 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
68
Інженерні практики
54Помірний
Як обчислюється оцінка
| 24/24 | Процеси CI — 4 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 6/20 | OpenSSF Scorecard: CI-Tests — 5 out of 13 merged PRs checked by a CI test -- score normalized to 3 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
Документація
90Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://crawl4ai.com |
| 10/10 | Опис репозиторію |
| 0/10 | Теми |
| 10/10 | Wiki |
Використані вхідні дані
| topics | — |
| has_wiki | так |
| homepage | https://crawl4ai.com |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
46
Стан безпеки
52Помірний
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 0.8/2.5 | CI-Tests — 5 out of 13 merged PRs checked by a CI test -- score normalized to 3 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 6/7.5 | Code-Review — Found 12/14 approved changesets -- score normalized to 8 |
| 2.5/2.5 | Contributors — project has 8 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 21 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 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — немає даних |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 165 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5,2 |
Виключено з оцінювання (немає даних або не застосовно): signed_releases. Залишкові ваги перенормовано.
Сповіщення про залежності
24Критичний
Як обчислюється оцінка
| 2.7/35 | Прямі залежності без відомих сповіщень — уражено 9: aiohttp 3.12.13 (critical 9.1), nltk 3.9.1 (critical 10.0), pillow 10.4.0 (critical 9.1), ще +6 |
| 0/25 | Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі |
| 15.2/40 | Немає задавнених сповіщень — 8 пакет(ів) зі сповіщеннями без реакції понад 90 дн.; найдавніше опубліковано 371 дн. тому |
Використані вхідні дані
| source | osv |
| advisories | 251 |
| affected_packages | 22 |
| assessed_packages | 131 |
| unassessed_packages | 49 |
| affected_by_severity | critical 6, high 4, moderate 4, low 2, unknown 6 |
| direct_affected_packages | 9 |
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень. Залишкові ваги перенормовано. Звірено 131 резолвлених залежностей із OSV. 49 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза межами звітованого переліку пакетів. Цей репозиторій не публікує пакета, який резолвить індекс, тож натомість оцінено граф залежностей репозиторію. Цей граф змішує закріплені версії для розробки й тестування зі справді постачаними залежностями, тож оцінюються лише задекларовані runtime-залежності; транзитивні знахідки подаються як контекст і в оцінку не входять. Досяжність не аналізується.
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.
37
Контекст і настанови для агентів
25Критичний
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 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 | — |
| agent_instruction_max_bytes | — |
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.
Цикл верифікації (збірка / тести / перевірка типів)
39У зоні ризику
Як обчислюється оцінка
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 0/11 | Статична перевірка типів |
| 10/10 | Відтворюване середовище — Dockerfile, lockfile |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 0/8 | Автоматизоване супроводження — немає даних |
| 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 | так |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | ні |
| 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
53Помірний
Як обчислюється оцінка
| 0/45 | Типізований код — Python без конфігурації перевірки типів |
| 53.4/55 | Керовані розміри файлів — 15/521 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 127 968 |
| source_files_sampled | 521 |
| oversized_source_files | 15 |
Машиночитні інтерфейси
40У зоні ризику
Як обчислюється оцінка
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 0/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — examples, notebooks, samples |
Використані вхідні дані
| example_dirs | examples, notebooks, samples |
| has_mcp_signal | ні |
| api_schema_files | — |
Ключові факти
73 496зірок GitHub
82контриб'юторів
619комітів за останні 12 місяців
0днів від останнього пушу
20релізів
1бас-фактор
19відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
- deps.dev does not index pypi:Crawl4AI@0.9.2; advisories assessed against the repository dependency graph instead
- Advisory severity resolved for 120 of 216 advisories (lookup cap); the remainder are reported as unknown severity
Докладніше
OpenSSF Scorecard 5.2 / 10
5.2сукупно
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 |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 3 | CI-Tests | 5 out of 13 merged PRs checked by a CI test -- score normalized to 3 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 8 | Code-Review | Found 12/14 approved changesets -- score normalized to 8 |
| 10 | Contributors | project has 8 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 21 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 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| н/д | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 165 existing vulnerabilities detected |
Прямі залежності 34
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | aiofiles | >=24.1.0 | pyproject.toml |
| PyPI | aiohttp | >=3.11.11 | pyproject.toml |
| PyPI | aiosqlite | ~=0.20 | pyproject.toml |
| PyPI | anyio | >=4.0.0 | pyproject.toml |
| PyPI | lxml | >=5.3,<7 | pyproject.toml |
| PyPI | unclecode-litellm | ==1.81.13 | pyproject.toml |
| PyPI | numpy | >=1.26.0,<3 | pyproject.toml |
| PyPI | pillow | >=10.4 | pyproject.toml |
| PyPI | playwright | >=1.49.0 | pyproject.toml |
| PyPI | patchright | >=1.49.0 | pyproject.toml |
| PyPI | python-dotenv | ~=1.0 | pyproject.toml |
| PyPI | requests | ~=2.26 | pyproject.toml |
| PyPI | beautifulsoup4 | ~=4.12 | pyproject.toml |
| PyPI | playwright-stealth | >=2.0.0 | pyproject.toml |
| PyPI | xxhash | ~=3.4 | pyproject.toml |
| PyPI | rank-bm25 | ~=0.2 | pyproject.toml |
| PyPI | snowballstemmer | ~=2.2 | pyproject.toml |
| PyPI | pydantic | >=2.10 | pyproject.toml |
| PyPI | pyOpenSSL | >=25.3.0 | pyproject.toml |
| PyPI | psutil | >=6.1.1 | pyproject.toml |
| PyPI | PyYAML | >=6.0 | pyproject.toml |
| PyPI | nltk | >=3.9.1 | pyproject.toml |
| PyPI | rich | >=13.9.4 | pyproject.toml |
| PyPI | cssselect | >=1.2.0 | pyproject.toml |
| PyPI | httpx | >=0.27.2 | pyproject.toml |
| PyPI | httpx | >=0.27.2 | pyproject.toml |
| PyPI | fake-useragent | >=2.0.3 | pyproject.toml |
| PyPI | click | >=8.1.7 | pyproject.toml |
| PyPI | chardet | >=5.2.0 | pyproject.toml |
| PyPI | brotli | >=1.1.0 | pyproject.toml |
| PyPI | humanize | >=4.10.0 | pyproject.toml |
| PyPI | lark | >=1.2.2 | pyproject.toml |
| PyPI | alphashape | >=1.3.1 | pyproject.toml |
| PyPI | shapely | >=2.0.0 | pyproject.toml |
Усі залежності 180
Повний розв'язаний набір залежностей із графа залежностей GitHub: 61 прямих і 119 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | aiofiles | — | пряма |
| PyPI | aiofiles | 24.1.0 | пряма |
| PyPI | aiohttp | — | пряма |
| PyPI | aiohttp | 3.12.13 | пряма |
| PyPI | aiosqlite | — | пряма |
| PyPI | aiosqlite | 0.21.0 | пряма |
| PyPI | alphashape | — | пряма |
| PyPI | alphashape | 1.3.1 | пряма |
| PyPI | anyio | — | пряма |
| PyPI | anyio | 4.9.0 | пряма |
| PyPI | beautifulsoup4 | — | пряма |
| PyPI | beautifulsoup4 | 4.13.4 | пряма |
| PyPI | brotli | — | пряма |
| PyPI | brotli | 1.1.0 | пряма |
| PyPI | chardet | — | пряма |
| PyPI | chardet | 5.2.0 | пряма |
| PyPI | click | 8.1.8 | пряма |
| PyPI | cssselect | — | пряма |
| PyPI | cssselect | 1.3.0 | пряма |
| PyPI | fake-useragent | — | пряма |
| PyPI | fake-useragent | 2.2.0 | пряма |
| PyPI | httpx | — | пряма |
| PyPI | httpx | 0.28.1 | пряма |
| PyPI | humanize | 4.12.3 | пряма |
| PyPI | lark | 1.2.2 | пряма |
| PyPI | lxml | — | пряма |
| PyPI | lxml | 5.4.0 | пряма |
| PyPI | nltk | — | пряма |
| PyPI | nltk | 3.9.1 | пряма |
| PyPI | numpy | — | пряма |
| PyPI | numpy | 2.0.2 | пряма |
| PyPI | patchright | — | пряма |
| PyPI | patchright | 1.56.0 | пряма |
| PyPI | pillow | — | пряма |
| PyPI | pillow | 10.4.0 | пряма |
| PyPI | playwright | — | пряма |
| PyPI | playwright | 1.53.0 | пряма |
| PyPI | playwright-stealth | — | пряма |
| PyPI | psutil | — | пряма |
| PyPI | psutil | 7.0.0 | пряма |
| PyPI | pydantic | — | пряма |
| PyPI | pydantic | 2.11.7 | пряма |
| PyPI | pyopenssl | — | пряма |
| PyPI | pyopenssl | 25.3.0 | пряма |
| PyPI | python-dotenv | — | пряма |
| PyPI | python-dotenv | 1.1.1 | пряма |
| PyPI | pyyaml | — | пряма |
| PyPI | pyyaml | 6.0.2 | пряма |
| PyPI | rank-bm25 | — | пряма |
| PyPI | rank-bm25 | 0.2.2 | пряма |
| PyPI | requests | — | пряма |
| PyPI | requests | 2.32.4 | пряма |
| PyPI | rich | — | пряма |
| PyPI | rich | 14.0.0 | пряма |
| PyPI | shapely | — | пряма |
| PyPI | shapely | 2.0.7 | пряма |
| PyPI | snowballstemmer | — | пряма |
| PyPI | snowballstemmer | 2.2.0 | пряма |
| PyPI | unclecode-litellm | 1.81.13 | пряма |
| PyPI | xxhash | — | пряма |
| PyPI | xxhash | 3.5.0 | пряма |
| PyPI | aiohappyeyeballs | 2.6.1 | непряма |
| PyPI | aiosignal | 1.4.0 | непряма |
| PyPI | annotated-types | 0.7.0 | непряма |
| PyPI | async-timeout | 5.0.1 | непряма |
| PyPI | attrs | 25.3.0 | непряма |
| PyPI | certifi | 2025.7.9 | непряма |
| PyPI | cffi | 2.0.0 | непряма |
| PyPI | charset-normalizer | 3.4.2 | непряма |
| PyPI | click-log | 0.4.0 | непряма |
| PyPI | colorama | — | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | crawl4ai | — | непряма |
| PyPI | cryptography | 46.0.3 | непряма |
| PyPI | distro | 1.9.0 | непряма |
| PyPI | dnspython | — | непряма |
| PyPI | docker | — | непряма |
| PyPI | email-validator | 2.2.0 | непряма |
| PyPI | exceptiongroup | 1.3.0 | непряма |
| PyPI | fake-http-header | 0.3.5 | непряма |
| PyPI | fastapi | — | непряма |
| PyPI | filelock | 3.18.0 | непряма |
| PyPI | flask | — | непряма |
| PyPI | flask-cors | — | непряма |
| PyPI | frozenlist | 1.7.0 | непряма |
| PyPI | fsspec | 2025.5.1 | непряма |
| PyPI | greenlet | 3.2.3 | непряма |
| PyPI | gunicorn | — | непряма |
| PyPI | h11 | 0.16.0 | непряма |
| PyPI | h2 | 4.2.0 | непряма |
| PyPI | hf-xet | 1.1.5 | непряма |
| PyPI | hpack | 4.1.0 | непряма |
| PyPI | httpcore | 1.0.9 | непряма |
| PyPI | huggingface-hub | 0.33.2 | непряма |
| PyPI | hyperframe | 6.1.0 | непряма |
| PyPI | idna | 3.10 | непряма |
| PyPI | importlib-metadata | 8.7.0 | непряма |
| PyPI | jinja2 | 3.1.6 | непряма |
| PyPI | jiter | 0.10.0 | непряма |
| PyPI | joblib | 1.5.1 | непряма |
| PyPI | jsonschema | 4.24.0 | непряма |
| PyPI | jsonschema-specifications | 2025.4.1 | непряма |
| PyPI | litellm | — | непряма |
| PyPI | litellm | 1.74.0.post1 | непряма |
| PyPI | markdown-it-py | 3.0.0 | непряма |
| PyPI | markupsafe | 3.0.2 | непряма |
| PyPI | matplotlib | — | непряма |
| PyPI | mcp | — | непряма |
| PyPI | mdurl | 0.1.2 | непряма |
| PyPI | mpmath | 1.3.0 | непряма |
| PyPI | multidict | 6.6.3 | непряма |
| PyPI | networkx | 3.2.1 | непряма |
| PyPI | nvidia-cublas-cu12 | 12.6.4.1 | непряма |
| PyPI | nvidia-cuda-cupti-cu12 | 12.6.80 | непряма |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.6.77 | непряма |
| PyPI | nvidia-cuda-runtime-cu12 | 12.6.77 | непряма |
| PyPI | nvidia-cudnn-cu12 | 9.5.1.17 | непряма |
| PyPI | nvidia-cufft-cu12 | 11.3.0.4 | непряма |
| PyPI | nvidia-cufile-cu12 | 1.11.1.6 | непряма |
| PyPI | nvidia-curand-cu12 | 10.3.7.77 | непряма |
| PyPI | nvidia-cusolver-cu12 | 11.7.1.2 | непряма |
| PyPI | nvidia-cusparse-cu12 | 12.5.4.2 | непряма |
| PyPI | nvidia-cusparselt-cu12 | 0.6.3 | непряма |
| PyPI | nvidia-nccl-cu12 | 2.26.2 | непряма |
| PyPI | nvidia-nvjitlink-cu12 | 12.6.85 | непряма |
| PyPI | nvidia-nvtx-cu12 | 12.6.77 | непряма |
| PyPI | openai | 1.93.3 | непряма |
| PyPI | outcome | 1.3.0.post0 | непряма |
| PyPI | packaging | 25.0 | непряма |
| PyPI | pandas | — | непряма |
| PyPI | pdf2image | — | непряма |
| PyPI | prometheus-fastapi-instrumentator | — | непряма |
| PyPI | propcache | 0.3.2 | непряма |
| PyPI | pycparser | 2.22 | непряма |
| PyPI | pydantic-core | 2.33.2 | непряма |
| PyPI | pyee | 13.0.0 | непряма |
| PyPI | pygments | 2.19.2 | непряма |
| PyPI | pyjwt | 2.10.1 | непряма |
| PyPI | pypdf | — | непряма |
| PyPI | pypdf | 6.4.1 | непряма |
| PyPI | pysocks | 1.7.1 | непряма |
| PyPI | python-multipart | — | непряма |
| PyPI | redis | — | непряма |
| PyPI | referencing | 0.36.2 | непряма |
| PyPI | regex | 2024.11.6 | непряма |
| PyPI | rpds-py | 0.26.0 | непряма |
| PyPI | rtree | 1.4.0 | непряма |
| PyPI | safetensors | 0.5.3 | непряма |
| PyPI | scikit-learn | 1.6.1 | непряма |
| PyPI | scipy | 1.13.1 | непряма |
| PyPI | seaborn | — | непряма |
| PyPI | selenium | 4.34.2 | непряма |
| PyPI | sentence-transformers | 5.0.0 | непряма |
| PyPI | setuptools | 80.9.0 | непряма |
| PyPI | slowapi | 0.1.9 | непряма |
| PyPI | sniffio | 1.3.1 | непряма |
| PyPI | sortedcontainers | 2.4.0 | непряма |
| PyPI | soupsieve | 2.7 | непряма |
| PyPI | sse-starlette | 2.2.1 | непряма |
| PyPI | sympy | 1.14.0 | непряма |
| PyPI | tf-playwright-stealth | 1.2.0 | непряма |
| PyPI | threadpoolctl | 3.6.0 | непряма |
| PyPI | tiktoken | 0.9.0 | непряма |
| PyPI | tokenizers | 0.21.2 | непряма |
| PyPI | torch | 2.7.1 | непряма |
| PyPI | tqdm | 4.67.1 | непряма |
| PyPI | transformers | 4.53.1 | непряма |
| PyPI | trimesh | 4.7.0 | непряма |
| PyPI | trio | 0.30.0 | непряма |
| PyPI | trio-websocket | 0.12.2 | непряма |
| PyPI | triton | 3.3.1 | непряма |
| PyPI | typing-extensions | 4.14.1 | непряма |
| PyPI | typing-inspection | 0.4.1 | непряма |
| PyPI | urllib3 | 2.5.0 | непряма |
| PyPI | uvicorn | — | непряма |
| PyPI | websocket-client | 1.8.0 | непряма |
| PyPI | websockets | — | непряма |
| PyPI | wsproto | 1.2.0 | непряма |
| PyPI | yarl | 1.20.1 | непряма |
| PyPI | zipp | 3.23.0 | непряма |
Сповіщення про залежності 22
Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 131 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 22 мають відомі сповіщення, з них 9 прямі. 49 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза наведеним переліком пакетів.
| Пакет | Версія | Зв'язок | Критичність | Сповіщень | Виправлено в |
|---|---|---|---|---|---|
| aiohttp | 3.12.13 | пряма | критична | 60 | 3.14.1 |
| nltk | 3.9.1 | пряма | критична | 18 | 3.10.0 |
| pillow | 10.4.0 | пряма | критична | 29 | 12.3.0 |
| pyopenssl | 25.3.0 | пряма | критична | 4 | 26.0.0 |
| cryptography | 46.0.3 | непряма | критична | 7 | 48.0.1 |
| litellm | 1.74.0.post1 | непряма | критична | 11 | 1.84.0 |
| brotli | 1.1.0 | пряма | висока | 2 | 2.13.4 |
| click | 8.1.8 | пряма | висока | 1 | 8.3.3 |
| lxml | 5.4.0 | пряма | висока | 2 | 6.1.0 |
| urllib3 | 2.5.0 | непряма | висока | 8 | 2.7.0 |
| python-dotenv | 1.1.1 | пряма | помірна | 2 | 1.2.2 |
| requests | 2.32.4 | пряма | помірна | 2 | 2.33.0 |
| filelock | 3.18.0 | непряма | помірна | 4 | 3.20.3 |
| idna | 3.10 | непряма | помірна | 2 | 3.15 |
| h2 | 4.2.0 | непряма | низька | 2 | 4.3.0 |
| pygments | 2.19.2 | непряма | низька | 2 | 2.20.0 |
| pyjwt | 2.10.1 | непряма | невідома | 13 | — |
| pypdf | 6.4.1 | непряма | невідома | 53 | — |
| setuptools | 80.9.0 | непряма | невідома | 1 | — |
| soupsieve | 2.7 | непряма | невідома | 4 | — |
| torch | 2.7.1 | непряма | невідома | 10 | — |
| transformers | 4.53.1 | непряма | невідома | 14 | — |
Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.
Звіт у форматі JSON машиночитний
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 150890,
"has_wiki": true,
"homepage": "https://crawl4ai.com",
"languages": {
"Shell": 11017,
"Python": 4370893,
"Dockerfile": 7696,
"JavaScript": 35549
},
"pushed_at": "2026-07-20T09:18:32Z",
"created_at": "2024-05-09T09:48:50Z",
"owner_type": "User",
"updated_at": "2026-07-21T02:01:02Z",
"description": "🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "http://kidocode.com",
"name": "UncleCode",
"type": "User",
"login": "unclecode",
"company": "AlephNul, and KidoCode",
"location": "Singapore",
"followers": 1801,
"avatar_url": "https://avatars.githubusercontent.com/u/12494079?v=4",
"created_at": "2015-05-18T09:41:03Z",
"is_verified": null,
"public_repos": 125,
"account_age_days": 4081
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases_count": 20,
"commits_last_year": 619,
"latest_release_at": "2026-07-15T08:27:27Z",
"latest_release_tag": "v0.9.2",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 52,
"days_since_latest_release": 5,
"mean_days_between_releases": 27
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 100,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "Crawl4AI",
"exists": true,
"license": "Apache-2.0",
"keywords": [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/Crawl4AI/",
"is_deprecated": false,
"latest_version": "0.9.2",
"repository_url": "https://github.com/unclecode/crawl4ai",
"versions_count": 70,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2024-09-25T07:25:49.261704Z",
"latest_published_at": "2026-07-15T08:27:24.192708Z",
"latest_version_yanked": null,
"days_since_latest_publish": 5
}
]
},
"popularity": {
"forks": 7555,
"stars": 73496,
"watchers": 392,
"open_issues_and_prs": 111
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples",
"notebooks",
"samples"
],
"has_llms_txt": true,
"has_dockerfile": true,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 127968,
"source_files_sampled": 521,
"oversized_source_files": 15,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml",
"requirements.txt",
"setup.cfg",
"setup.py"
],
"advisories": {
"error": null,
"scope": "repository_graph",
"source": "osv",
"findings": [
{
"name": "aiohttp",
"direct": true,
"version": "3.12.13",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.1,
"advisory_ids": [
"GHSA-2fqr-mr3j-6wp8",
"GHSA-2vrm-gr82-f7m5",
"GHSA-3wq7-rqq7-wx6j",
"GHSA-4fvr-rgm6-gqmc",
"GHSA-4m7w-qmgq-4wj5",
"GHSA-54jq-c3m8-4m76",
"GHSA-63hf-3vf5-4wqf",
"GHSA-63hw-fmq6-xxg2",
"GHSA-69f9-5gxw-wvc2",
"GHSA-6jhg-hg63-jvvf"
],
"fixed_version": "3.14.1",
"advisory_count": 60,
"oldest_advisory_days": 371
},
{
"name": "nltk",
"direct": true,
"version": "3.9.1",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 10,
"advisory_ids": [
"GHSA-469j-vmhf-r6v7",
"GHSA-68j8-pq59-fqgm",
"GHSA-7p94-766c-hgjp",
"GHSA-gfwx-w7gr-fvh7",
"GHSA-h8wq-7xc4-p3qx",
"GHSA-jm6w-m3j8-898g",
"GHSA-p4gq-832x-fm9v",
"GHSA-rf74-v2fm-23pw",
"PYSEC-2026-2078",
"PYSEC-2026-2085"
],
"fixed_version": "3.10.0",
"advisory_count": 18,
"oldest_advisory_days": 152
},
{
"name": "pillow",
"direct": true,
"version": "10.4.0",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.1,
"advisory_ids": [
"GHSA-45hq-cxwh-f6vc",
"GHSA-4x4j-2g7c-83w6",
"GHSA-5x94-69rx-g8h2",
"GHSA-62p4-gmf7-7g93",
"GHSA-6r8x-57c9-28j4",
"GHSA-8v84-f9pq-wr9x",
"GHSA-9hw9-ch79-4vh6",
"GHSA-cfh3-3jmp-rvhc",
"GHSA-fj7v-r99m-22gq",
"GHSA-jjj6-mw9f-p565"
],
"fixed_version": "12.3.0",
"advisory_count": 29,
"oldest_advisory_days": 159
},
{
"name": "pyopenssl",
"direct": true,
"version": "25.3.0",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.8,
"advisory_ids": [
"GHSA-5pwr-322w-8jr4",
"GHSA-vp96-hxj8-p424",
"PYSEC-2026-2268",
"PYSEC-2026-2269"
],
"fixed_version": "26.0.0",
"advisory_count": 4,
"oldest_advisory_days": 126
},
{
"name": "cryptography",
"direct": false,
"version": "46.0.3",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.8,
"advisory_ids": [
"GHSA-537c-gmf6-5ccf",
"GHSA-m959-cc7f-wv43",
"GHSA-p423-j2cm-9vmq",
"GHSA-r6ph-v2qm-q3c2",
"PYSEC-2026-2141",
"PYSEC-2026-35",
"PYSEC-2026-36"
],
"fixed_version": "48.0.1",
"advisory_count": 7,
"oldest_advisory_days": 160
},
{
"name": "litellm",
"direct": false,
"version": "1.74.0.post1",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.8,
"advisory_ids": [
"GHSA-4xpc-pv4p-pm3w",
"GHSA-53mr-6c8q-9789",
"GHSA-69x8-hrgq-fjj8",
"GHSA-jjhc-v7c2-5hh6",
"GHSA-qrc4-49gv-mv9m",
"GHSA-wpfp-gwwc-vwq6",
"PYSEC-2026-2597",
"PYSEC-2026-2598",
"PYSEC-2026-2600",
"PYSEC-2026-388"
],
"fixed_version": "1.84.0",
"advisory_count": 11,
"oldest_advisory_days": 108
},
{
"name": "brotli",
"direct": true,
"version": "1.1.0",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.5,
"advisory_ids": [
"GHSA-2qfp-q593-8484",
"PYSEC-2026-2401"
],
"fixed_version": "2.13.4",
"advisory_count": 2,
"oldest_advisory_days": 263
},
{
"name": "click",
"direct": true,
"version": "8.1.8",
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"points": 10,
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"details": [],
"max_points": 10
}
]
},
{
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"notes": [
{
"code": "excluded_no_data",
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},
{
"code": "weights_renormalized",
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}
],
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"inputs": {
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"components": [
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"points": 27,
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"details": [
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"params": {
"count": 20
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}
],
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{
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{
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}
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{
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{
"key": "openssf_scorecard_signed_releases",
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"points": 0,
"status": "excluded",
"details": [
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}
],
"max_points": 10
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]
},
{
"key": "abandonment",
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"note": null,
"notes": [],
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"inputs": {
"cap": null,
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"guards": [],
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"components": [
{
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"code": "abandonment_unverified",
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}
],
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]
}
],
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},
{
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"value": 96,
"weight": 0.18,
"metrics": [
{
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"note": null,
"notes": [],
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"inputs": {
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"stars": 73496,
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"components": [
{
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"code": "stars",
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}
],
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{
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"details": [
{
"code": "forks",
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"count": 7555
}
}
],
"max_points": 25
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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": [],
"value": 92,
"inputs": {
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"has_license": true,
"has_contributing": true,
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"has_pull_request_template": true
},
"components": [
{
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{
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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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},
{
"key": "contributing_guide",
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"max_points": 18
},
{
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"detail": null,
"points": 13.5,
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"details": [],
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{
"key": "issue_template",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "pr_template",
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"status": "met",
"details": [],
"max_points": 6.3
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]
}
],
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},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 68,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
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"note": null,
"notes": [],
"value": 40,
"inputs": {
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"contributors_sampled": 82,
"top_contributor_share": 0.655
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"components": [
{
"key": "bus_factor",
"name": "Bus factor",
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"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
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{
"key": "commit_distribution",
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"detail": "top contributor authored 66% of commits",
"points": 7.8,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 66
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}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "82 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 82
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 8 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 73,
"inputs": {
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"open_issues": 19,
"closed_issues": 982,
"issue_closed_ratio": 0.981,
"closed_unmerged_prs": 323
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "98% of issues closed",
"points": 45.9,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 98
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "215/538 decided PRs merged",
"points": 15.3,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 215,
"decided": 538
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}
],
"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
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"detail": "Found 12/14 approved changesets -- score normalized to 8",
"points": 12,
"status": "partial",
"details": [],
"max_points": 15
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]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 73,
"inputs": {
"followers": 1801,
"owner_type": "User",
"is_verified": null,
"owner_login": "unclecode",
"public_repos": 125,
"account_age_days": 4081
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"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "1,801 followers of unclecode",
"points": 23.4,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 1801,
"login": "unclecode"
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}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "125 public repos, account ~11 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 125
}
},
{
"code": "account_age_years",
"params": {
"years": 11
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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": {
"packages": [
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"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 5
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
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"count": 1,
"ecosystems": "pypi"
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}
],
"max_points": 25
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{
"key": "publish_recency",
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"detail": "latest publish 5 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 5
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}
],
"max_points": 35
},
{
"key": "version_history",
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"detail": "70 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 70
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}
],
"max_points": 20
},
{
"key": "not_deprecated",
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"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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]
}
],
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},
{
"key": "engineering",
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"name": "Engineering Quality",
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"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
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"notes": [],
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"inputs": {
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"components": [
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"status": "met",
"details": [
{
"code": "ci_workflows",
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}
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{
"key": "tests_present",
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"points": 24,
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"max_points": 24
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{
"key": "linter_config",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "pre_commit_hooks",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
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"points": 0,
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{
"key": "openssf_scorecard_ci_tests",
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"points": 6,
"status": "partial",
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]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [],
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"homepage": "https://crawl4ai.com",
"has_readme": true,
"has_docs_dir": true,
"has_description": 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
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{
"key": "documentation_homepage_site",
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"detail": "https://crawl4ai.com",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
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{
"key": "repository_description",
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"detail": null,
"points": 10,
"status": "met",
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{
"key": "topics",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "wiki",
"name": "Wiki",
"detail": null,
"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": "at_risk",
"name": "Security",
"value": 46,
"weight": 0.16,
"metrics": [
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"key": "security_posture",
"band": "moderate",
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"notes": [
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"code": "excluded_no_data",
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"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 52,
"inputs": {
"source": "openssf_scorecard",
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"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 5.2
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"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
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"points": 3.8,
"status": "partial",
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{
"key": "ci_tests",
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"status": "partial",
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"max_points": 2.5
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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": [],
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},
{
"key": "code_review",
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"detail": "Found 12/14 approved changesets -- score normalized to 8",
"points": 6,
"status": "partial",
"details": [],
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},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 8 contributing companies or organizations",
"points": 2.5,
"status": "met",
"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 21 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 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 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": {}
}
],
"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": "165 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "critical",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 131 resolved dependencies against OSV; 49 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 131
}
},
{
"code": "advisories_unassessed",
"params": {
"count": 49
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 24,
"inputs": {
"source": "osv",
"advisories": 251,
"affected_packages": 22,
"assessed_packages": 131,
"unassessed_packages": 49,
"affected_by_severity": "critical 6, high 4, moderate 4, low 2, unknown 6",
"direct_affected_packages": 9
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "9 affected: aiohttp 3.12.13 (critical 9.1), nltk 3.9.1 (critical 10.0), pillow 10.4.0 (critical 9.1), +6 more",
"points": 2.7,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
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"packages": "aiohttp 3.12.13 (critical 9.1), nltk 3.9.1 (critical 10.0), pillow 10.4.0 (critical 9.1)"
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},
{
"code": "advisories_affected_more",
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}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "8 advisory-carrying package(s) unaddressed past 90 days; oldest published 371 days ago",
"points": 15.2,
"status": "partial",
"details": [
{
"code": "advisories_stale",
"params": {
"days": 90,
"count": 8,
"oldest": 371
}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 131,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"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": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 9
},
"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",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 37,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 25,
"inputs": {
"has_llms_txt": true,
"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": "llms.txt present",
"points": 15,
"status": "met",
"details": [
{
"code": "llms_txt_present",
"params": {}
}
],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 39,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 53,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 127968,
"source_files_sampled": 521,
"oversized_source_files": 15
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "15/521 source files over 60KB",
"points": 53.4,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 521,
"oversized": 15
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples",
"notebooks",
"samples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples, notebooks, samples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, 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": [
"deps.dev does not index pypi:Crawl4AI@0.9.2; advisories assessed against the repository dependency graph instead",
"Advisory severity resolved for 120 of 216 advisories (lookup cap); the remainder are reported as unknown severity"
],
"report_type": "repository",
"generated_at": "2026-07-21T02:05:11.512151Z",
"schema_version": "0.16.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/u/unclecode/crawl4ai.svg",
"full_name": "unclecode/crawl4ai",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.16.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.