Rate limiting using various strategies and storage backends such as redis, memcached & mongodb
alisaifee/limits має індекс здоров’я 71 зі 100, що відповідає смузі «Добрий». Найвищий показник — Engineering Quality (80/100), найнижчий — AI Readiness (49/100). Останнє оновлення було 7 днів тому. Більшість нещодавньої роботи виконує один учасник.
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.
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.
Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| PyPI | limits | 5.8.0 | 41 315 132 | 98 | 165 днів тому |
Чи живий проєкт — чи пишеться код і чи виходять релізи?
| 36/36 | Свіжість push — останній push 7 дн. тому |
| 11.8/36 | Ритм комітів — 17/52 тижнів із комітами |
| 16.7/18 | Обсяг комітів — 72 комітів за останній рік |
| 8/10 | OpenSSF Scorecard: Maintained — 9 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 8 |
| commits_last_year | 72 |
| human_commit_share | — |
| days_since_last_push | 7 |
| active_weeks_last_year | 17 |
| 27/27 | Випускає релізи — опубліковано 74 релізів |
| 27/36 | Свіжість релізів — останній реліз 165 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~32,8 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
| releases_count | 74 |
| latest_release_tag | 5.8.0 |
| releases_from_tags | ні |
| days_since_latest_release | 165 |
| mean_days_between_releases | 32,8 |
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
| 45.5/60 | Зірки — 640 зірок |
| 15.7/25 | Форки — 78 форків |
| 3.9/15 | Спостерігачі — 6 спостерігачів |
| forks | 78 |
| stars | 640 |
| watchers | 6 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (MIT) |
| 0/18 | Настанови CONTRIBUTING |
| 13.5/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
| has_readme | так |
| has_license | так |
| has_contributing | ні |
| has_issue_template | ні |
| has_code_of_conduct | так |
| has_pull_request_template | ні |
| 80/80 | Щомісячні завантаження — 41 315 132 завантажень/місяць у pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
| packages | limits |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 41 315 132 |
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 2.6/22.5 | Розподіл комітів — головний контриб’ютор — автор 89% комітів |
| 13.5/13.5 | Широта контриб’юторів — 37 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations |
| bus_factor | 1 |
| contributors_sampled | 37 |
| top_contributor_share | 0,886 |
| 45.7/46.8 | Вирішення issue — закрито 98% issue |
| 20.9/38.3 | Прийняття PR — злито 142/260 вирішених PR |
| 3/15 | OpenSSF Scorecard: Code-Review — Found 2/10 approved changesets -- score normalized to 2 |
| merged_prs | 142 |
| open_issues | 2 |
| closed_issues | 86 |
| issue_closed_ratio | 0,977 |
| closed_unmerged_prs | 118 |
| 10/30 | Підтримка власника — особистий (користувацький) обліковий запис |
| 0/20 | Верифікований домен — не застосовно до користувацьких облікових записів |
| 14.3/25 | Охоплення власника — 97 підписників у alisaifee |
| 25/25 | Послужний список — 66 публічних репозиторіїв, вік облікового запису ~17 р. |
| followers | 97 |
| owner_type | User |
| is_verified | — |
| owner_login | alisaifee |
| public_repos | 66 |
| account_age_days | 6 289 |
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 165 дн. тому |
| 20/20 | Історія версій — 98 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
| packages | limits |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 165 |
Чи наявні базові інженерні практики та документація?
| 24/24 | Процеси CI — 2 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 21 out of 22 merged PRs checked by a CI test -- score normalized to 9 |
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://limits.readthedocs.org |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 7 тем |
| 10/10 | Wiki |
| topics | python, rate-limiting, memcached, redis, mongodb, async, valkey |
| has_wiki | так |
| homepage | https://limits.readthedocs.org |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.2/2.5 | CI-Tests — 21 out of 22 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 1.5/7.5 | Code-Review — Found 2/10 approved changesets -- score normalized to 2 |
| 2.5/2.5 | Contributors — project has 5 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 |
| 6/7.5 | Maintained — 9 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 8 |
| 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 — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 4.5/7.5 | Vulnerabilities — 4 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 5,2 |
| 35/35 | Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень |
| 25/25 | Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень |
| 0/40 | Немає задавнених сповіщень — жодне сповіщення не має дати публікації |
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 4 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
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.
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 0/40 | Читабельна історія комітів — немає даних |
| has_llms_txt | ні |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
| 18/18 | Розгортання однією командою — Makefile, doc/Makefile |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 11/11 | Статична перевірка типів — limits/py.typed |
| 10/10 | Відтворюване середовище — devcontainer, Dockerfile, 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 |
| has_nix | ні |
| has_tests | так |
| lockfiles | uv.lock |
| has_dockerfile | так |
| typed_language | ні |
| bootstrap_files | Makefile, doc/Makefile |
| has_devcontainer | так |
| has_linter_config | ні |
| typecheck_configs | limits/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (limits/py.typed) |
| 55/55 | Керовані розміри файлів — 0/60 файлів вихідного коду понад 60 КБ |
| primary_language | Python |
| largest_source_bytes | 19 252 |
| source_files_sampled | 60 |
| oversized_source_files | 0 |
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 9 | CI-Tests | 21 out of 22 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 2 | Code-Review | Found 2/10 approved changesets -- score normalized to 2 |
| 10 | Contributors | project has 5 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 |
| 8 | Maintained | 9 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 8 |
| 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 |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 6 | Vulnerabilities | 4 existing vulnerabilities detected |
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | deprecated | >=1.2 | pyproject.toml |
| PyPI | packaging | >=21 | pyproject.toml |
| PyPI | typing_extensions | — | pyproject.toml |
Повний розв'язаний набір залежностей із графа залежностей GitHub: 3 прямих і 126 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | deprecated | 1.3.1 | пряма |
| PyPI | packaging | 25.0 | пряма |
| PyPI | typing-extensions | 4.15.0 | пряма |
| PyPI | accessible-pygments | 0.0.5 | непряма |
| PyPI | alabaster | 1.0.0 | непряма |
| PyPI | anyio | 4.13.0 | непряма |
| PyPI | ast-serialize | 0.5.0 | непряма |
| PyPI | async-timeout | 5.0.1 | непряма |
| PyPI | babel | 2.18.0 | непряма |
| PyPI | backports-asyncio-runner | 1.2.0 | непряма |
| PyPI | backports-tarfile | 1.2.0 | непряма |
| PyPI | backports-zstd | 1.5.0 | непряма |
| PyPI | beartype | 0.22.9 | непряма |
| PyPI | beautifulsoup4 | 4.14.3 | непряма |
| PyPI | certifi | 2026.5.20 | непряма |
| PyPI | cffi | 2.0.0 | непряма |
| PyPI | charset-normalizer | 3.4.7 | непряма |
| PyPI | click | 8.4.1 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | coredis | 5.7.0 | непряма |
| PyPI | coverage | 7.14.1 | непряма |
| PyPI | cryptography | 48.0.0 | непряма |
| PyPI | distlib | 0.4.1 | непряма |
| PyPI | distro | 1.9.0 | непряма |
| PyPI | dnspython | 2.8.0 | непряма |
| PyPI | docutils | 0.21.2 | непряма |
| PyPI | emcache | 1.3.3 | непряма |
| PyPI | exceptiongroup | 1.3.1 | непряма |
| PyPI | filelock | 3.29.0 | непряма |
| PyPI | flaky | 3.8.1 | непряма |
| PyPI | furo | 2025.12.19 | непряма |
| PyPI | h11 | 0.16.0 | непряма |
| PyPI | hatch | 1.17.0 | непряма |
| PyPI | hatch-vcs | — | непряма |
| PyPI | hatchling | 1.30.1 | непряма |
| PyPI | hiro | 1.1.1 | непряма |
| PyPI | httpcore2 | 2.3.0 | непряма |
| PyPI | httpx2 | 2.3.0 | непряма |
| PyPI | hyperlink | 21.0.0 | непряма |
| PyPI | idna | 3.17 | непряма |
| PyPI | imagesize | 2.0.0 | непряма |
| PyPI | importlib-metadata | 9.0.0 | непряма |
| PyPI | iniconfig | 2.3.0 | непряма |
| PyPI | jaraco-classes | 3.4.0 | непряма |
| PyPI | jaraco-context | 6.1.2 | непряма |
| PyPI | jaraco-functools | 4.5.0 | непряма |
| PyPI | jeepney | 0.9.0 | непряма |
| PyPI | jinja2 | 3.1.6 | непряма |
| PyPI | keyring | 25.7.0 | непряма |
| PyPI | librt | 0.11.0 | непряма |
| PyPI | lovely-pytest-docker | 1.0.0 | непряма |
| PyPI | markdown-it-py | 4.2.0 | непряма |
| PyPI | markupsafe | 3.0.3 | непряма |
| PyPI | mdurl | 0.1.2 | непряма |
| PyPI | memcachio | 0.5.1 | непряма |
| PyPI | more-itertools | 11.1.0 | непряма |
| PyPI | motor | 3.7.1 | непряма |
| PyPI | mypy | 2.1.0 | непряма |
| PyPI | mypy-extensions | 1.1.0 | непряма |
| PyPI | pathspec | 1.1.1 | непряма |
| PyPI | pexpect | 4.9.0 | непряма |
| PyPI | platformdirs | 4.10.0 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | ptyprocess | 0.7.0 | непряма |
| PyPI | py-cpuinfo | 9.0.0 | непряма |
| PyPI | pycparser | 3.0 | непряма |
| PyPI | pygal | 3.1.0 | непряма |
| PyPI | pygaljs | 1.0.2 | непряма |
| PyPI | pygments | 2.20.0 | непряма |
| PyPI | pymemcache | 4.0.0 | непряма |
| PyPI | pymongo | 4.17.0 | непряма |
| PyPI | pympler | 1.1 | непряма |
| PyPI | pyproject-hooks | 1.2.0 | непряма |
| PyPI | pytest | 9.0.3 | непряма |
| PyPI | pytest-asyncio | 1.4.0 | непряма |
| PyPI | pytest-benchmark | — | непряма |
| PyPI | pytest-benchmark | 5.2.3 | непряма |
| PyPI | pytest-cov | 7.1.0 | непряма |
| PyPI | pytest-lazy-fixtures | 1.4.0 | непряма |
| PyPI | pytest-mock | 3.15.1 | непряма |
| PyPI | python-discovery | 1.4.0 | непряма |
| PyPI | pywin32 | 311 | непряма |
| PyPI | pywin32-ctypes | 0.2.3 | непряма |
| PyPI | pyyaml | 6.0.3 | непряма |
| PyPI | redis | 7.4.0 | непряма |
| PyPI | requests | 2.34.2 | непряма |
| PyPI | rich | 15.0.0 | непряма |
| PyPI | roman-numerals | 4.1.0 | непряма |
| PyPI | roman-numerals-py | 4.1.0 | непряма |
| PyPI | ruff | 0.15.15 | непряма |
| PyPI | secretstorage | 3.5.0 | непряма |
| PyPI | setuptools | 82.0.1 | непряма |
| PyPI | shellingham | 1.5.4 | непряма |
| PyPI | six | 1.17.0 | непряма |
| PyPI | snowballstemmer | 3.1.0 | непряма |
| PyPI | soupsieve | 2.8.4 | непряма |
| PyPI | sphinx | 8.1.3 | непряма |
| PyPI | sphinx-autobuild | 2024.10.3 | непряма |
| PyPI | sphinx-basic-ng | 1.0.0b2 | непряма |
| PyPI | sphinx-copybutton | 0.5.2 | непряма |
| PyPI | sphinx-design | 0.6.1 | непряма |
| PyPI | sphinx-inline-tabs | 2025.12.21.14 | непряма |
| PyPI | sphinx-paramlinks | 0.6.0 | непряма |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | непряма |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | непряма |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | непряма |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | непряма |
| PyPI | sphinxcontrib-programoutput | 0.19 | непряма |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | непряма |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | непряма |
| PyPI | sphinxext-opengraph | 0.13.0 | непряма |
| PyPI | starlette | 1.2.1 | непряма |
| PyPI | tomli | 2.4.1 | непряма |
| PyPI | tomli-w | 1.2.0 | непряма |
| PyPI | tomlkit | 0.15.0 | непряма |
| PyPI | trove-classifiers | 2026.6.1.19 | непряма |
| PyPI | truststore | 0.10.4 | непряма |
| PyPI | types-deprecated | 1.3.1.20260520 | непряма |
| PyPI | urllib3 | 2.7.0 | непряма |
| PyPI | userpath | 1.9.2 | непряма |
| PyPI | uv | 0.11.18 | непряма |
| PyPI | uvicorn | 0.48.0 | непряма |
| PyPI | valkey | 6.1.1 | непряма |
| PyPI | virtualenv | 21.4.2 | непряма |
| PyPI | watchfiles | 1.2.0 | непряма |
| PyPI | websockets | 16.0 | непряма |
| PyPI | wheel | 0.47.0 | непряма |
| PyPI | wrapt | 2.2.1 | непряма |
| PyPI | zipp | 4.1.0 | непряма |
Встановлення pypi:limits@5.8.0 тягне 4 пакетів, прямих і транзитивних: 0 мають відомі сповіщення, з них 0 — прямі залежності.
Жодне відоме сповіщення не стосується оцінених залежностей.
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.
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},
{
"type": "Bot",
"login": "dependabot[bot]",
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},
{
"type": "User",
"login": "hasier",
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"avatar_url": "https://avatars.githubusercontent.com/u/1888565?v=4"
},
{
"type": "User",
"login": "laurentS",
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"avatar_url": "https://avatars.githubusercontent.com/u/1745184?v=4"
},
{
"type": "User",
"login": "RobertDeRose",
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"avatar_url": "https://avatars.githubusercontent.com/u/388745?v=4"
},
{
"type": "User",
"login": "czarneckid",
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"avatar_url": "https://avatars.githubusercontent.com/u/72727?v=4"
},
{
"type": "User",
"login": "aebrahim",
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"avatar_url": "https://avatars.githubusercontent.com/u/1380168?v=4"
},
{
"type": "User",
"login": "cmoscardi",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/1095541?v=4"
},
{
"type": "User",
"login": "yorickvanzweeden",
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"avatar_url": "https://avatars.githubusercontent.com/u/6776663?v=4"
},
{
"type": "User",
"login": "er0k",
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],
"contributors_sampled": 37,
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"quality_signals": {
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"has_tests": true,
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"main.yml"
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"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
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"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
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"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
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"reason": "Found 2/10 approved changesets -- score normalized to 2",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 5 contributing companies or organizations",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
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"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
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"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
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"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 6,
"reason": "4 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "cb0ff4294d1b713b7892f975443d04cd21d98dfa",
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},
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"source": {
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"metrics": {
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"components": []
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"weight": 0.22,
"metrics": [
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"components": [
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{
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],
"max_points": 18
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{
"key": "openssf_scorecard_maintained",
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"points": 8,
"status": "partial",
"details": [],
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]
},
{
"key": "release_discipline",
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"components": [
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"key": "ships_releases",
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{
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{
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{
"key": "openssf_scorecard_signed_releases",
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]
},
{
"key": "abandonment",
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"note": null,
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"inputs": {
"cap": null,
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]
}
],
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},
{
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"stars": 640,
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"components": [
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"key": "stars",
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"points": 45.5,
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"code": "stars",
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],
"max_points": 60
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{
"key": "forks",
"name": "Forks",
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"points": 15.7,
"status": "partial",
"details": [
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"code": "forks",
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}
],
"max_points": 25
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{
"key": "watchers",
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"points": 3.9,
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"code": "watchers",
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}
],
"max_points": 15
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]
},
{
"key": "community_health",
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"name": "Community health",
"note": null,
"notes": [],
"value": 65,
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"components": [
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"key": "readme",
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{
"key": "license",
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"detail": "recognized license (MIT)",
"points": 22.5,
"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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"points": 0,
"status": "missed",
"details": [],
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{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
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{
"key": "issue_template",
"name": "Issue template",
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"points": 0,
"status": "missed",
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{
"key": "pr_template",
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"detail": null,
"points": 0,
"status": "missed",
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"max_points": 6.3
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]
},
{
"key": "ecosystem_adoption",
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"code": "excluded_no_data",
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},
{
"code": "weights_renormalized",
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],
"value": 100,
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"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 41315132
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"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
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"code": "downloads_monthly",
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}
],
"max_points": 80
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{
"key": "registry_dependents",
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"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
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"code": "not_reported_by_this_ecosystem",
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],
"max_points": 20
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]
}
],
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},
{
"key": "governance",
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"name": "Sustainability & Governance",
"value": 64,
"weight": 0.24,
"metrics": [
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"key": "maintainer_resilience",
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"notes": [],
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"components": [
{
"key": "bus_factor",
"name": "Bus factor",
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"status": "partial",
"details": [
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"code": "bus_factor",
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}
],
"max_points": 54
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{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 89% of commits",
"points": 2.6,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
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}
],
"max_points": 22.5
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{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "37 contributors",
"points": 13.5,
"status": "met",
"details": [
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"code": "contributors_sampled",
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}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 5 contributing companies or organizations",
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"details": [],
"max_points": 10
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]
},
{
"key": "responsiveness",
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"components": [
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"details": [
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"code": "issues_closed_share",
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],
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{
"key": "pr_acceptance",
"name": "PR acceptance",
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"status": "partial",
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"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
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]
},
{
"key": "stewardship",
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"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
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"code": "excluded_no_data",
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},
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"code": "weights_renormalized",
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"value": 62,
"inputs": {
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"components": [
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"code": "owner_personal",
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],
"max_points": 30
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{
"key": "verified_domain",
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"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
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"code": "not_applicable_to_user_accounts",
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],
"max_points": 20
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{
"key": "owner_reach",
"name": "Owner reach",
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"points": 14.3,
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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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"points": 25,
"status": "met",
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"code": "public_repos",
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},
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],
"max_points": 25
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]
},
{
"key": "package_maintenance",
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"notes": [],
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"inputs": {
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"ecosystems": "pypi",
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"components": [
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"key": "published_resolvable",
"name": "Published & resolvable",
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"code": "packages_published",
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}
],
"max_points": 25
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{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 165 days ago",
"points": 35,
"status": "met",
"details": [
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"code": "publish_recency",
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],
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{
"key": "version_history",
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"detail": "98 published versions",
"points": 20,
"status": "met",
"details": [
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"code": "published_versions",
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"count": 98
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}
],
"max_points": 20
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{
"key": "not_deprecated",
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"details": [
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"code": "package_not_deprecated",
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}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 80,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 66,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "2 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 2
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "21 out of 22 merged PRs checked by a CI test -- score normalized to 9",
"points": 18,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"python",
"rate-limiting",
"memcached",
"redis",
"mongodb",
"async",
"valkey"
],
"has_wiki": true,
"homepage": "https://limits.readthedocs.org",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://limits.readthedocs.org",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "7 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 7
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 62,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": null,
"notes": [],
"value": 52,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 18,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 0,
"scorecard_aggregate": 5.2
},
"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",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "21 out of 22 merged PRs checked by a CI test -- score normalized to 9",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 2/10 approved changesets -- score normalized to 2",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 5 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": "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": "9 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 8",
"points": 6,
"status": "partial",
"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": "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": "4 existing vulnerabilities detected",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:limits@5.8.0 runtime dependency closure — what installing the published package pulls in — 4 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:limits@5.8.0",
"assessed": 4
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 4,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"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": 4,
"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": 14
},
"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": 49,
"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": 1,
"inputs": {
"has_llms_txt": false,
"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": null,
"points": 0,
"status": "missed",
"details": [],
"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": "good",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 73,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [
"Makefile",
"doc/Makefile"
],
"has_devcontainer": true,
"has_linter_config": false,
"typecheck_configs": [
"limits/py.typed"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile, doc/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile, doc/Makefile"
}
}
],
"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": "limits/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "limits/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "devcontainer, Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "devcontainer, 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": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"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": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 82,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 19252,
"source_files_sampled": 60,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (limits/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "limits/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/60 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 60,
"oversized": 0
}
}
],
"max_points": 55
}
]
}
],
"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": "2026-07-21T00:54:52.354630Z",
"schema_version": "0.16.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/alisaifee/limits.svg",
"full_name": "alisaifee/limits",
"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 v0.16.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.