WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)
m-bain/whisperX має індекс здоров’я 70 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (81/100), найнижчий — AI Readiness (34/100). Останнє оновлення було 7 днів тому. Більшість нещодавньої роботи виконують 2 учасники.
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 | whisperx | 3.8.6 | - | 44 | 56 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 |
| 16.8/18 | Обсяг комітів — 74 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 13 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 74 |
| human_commit_share | — |
| days_since_last_push | 7 |
| active_weeks_last_year | 17 |
| 27/27 | Випускає релізи — опубліковано 44 релізів |
| 36/36 | Свіжість релізів — останній реліз 24 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~12 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
| releases_count | 44 |
| latest_release_tag | 3.8.7rc1 |
| releases_from_tags | ні |
| days_since_latest_release | 24 |
| mean_days_between_releases | 12 |
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
| 60/60 | Зірки — 23 163 зірок |
| 25/25 | Форки — 2 347 форків |
| 12.2/15 | Спостерігачі — 160 спостерігачів |
| forks | 2 347 |
| stars | 23 163 |
| watchers | 160 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | window_too_short |
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (BSD-2-Clause) |
| 0/18 | Настанови CONTRIBUTING |
| 0/13.5 | 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 | ні |
| has_pull_request_template | ні |
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
| 25.2/54 | Бас-фактор — на 2 контриб’ютор(ів) припадає половина всіх комітів |
| 13/22.5 | Розподіл комітів — головний контриб’ютор — автор 42% комітів |
| 13.5/13.5 | Широта контриб’юторів — 100 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations |
| bus_factor | 2 |
| contributors_sampled | 100 |
| top_contributor_share | 0,424 |
| 38.5/46.8 | Вирішення issue — закрито 82% issue |
| 21.2/38.3 | Прийняття PR — злито 205/369 вирішених PR |
| 3/15 | OpenSSF Scorecard: Code-Review — Found 5/20 approved changesets -- score normalized to 2 |
| merged_prs | 205 |
| open_issues | 172 |
| closed_issues | 800 |
| issue_closed_ratio | 0,823 |
| closed_unmerged_prs | 164 |
| 10/30 | Підтримка власника — особистий (користувацький) обліковий запис |
| 0/20 | Верифікований домен — не застосовно до користувацьких облікових записів |
| 20.8/25 | Охоплення власника — 776 підписників у m-bain |
| 23/25 | Послужний список — 31 публічних репозиторіїв, вік облікового запису ~8 р. |
| followers | 776 |
| owner_type | User |
| is_verified | — |
| owner_login | m-bain |
| public_repos | 31 |
| account_age_days | 3 062 |
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 56 дн. тому |
| 20/20 | Історія версій — 44 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
| packages | whisperx |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 56 |
Чи наявні базові інженерні практики та документація?
| 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 |
| 18/20 | OpenSSF Scorecard: CI-Tests — 14 out of 15 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 |
| 0/25 | Каталог документації |
| 0/15 | Сайт документації / домашня сторінка |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 5 тем |
| 0/10 | Wiki |
| topics | asr, speech, speech-recognition, speech-to-text, whisper |
| has_wiki | ні |
| homepage | — |
| has_readme | так |
| has_docs_dir | ні |
| 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 — немає даних |
| 2.2/2.5 | CI-Tests — 14 out of 15 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 5/20 approved changesets -- score normalized to 2 |
| 2.5/2.5 | Contributors — project has 6 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 13 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — немає даних |
| 5/5 | Pinned-Dependencies — all dependencies are pinned |
| 1.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 3 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 0/7.5 | Vulnerabilities — 78 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 6 |
| 6.7/35 | Прямі залежності без відомих сповіщень — уражено 2: transformers 4.57.6 (critical 9.6), torch 2.8.0 (high 8.8) |
| 25/25 | Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень |
| 27.4/40 | Немає задавнених сповіщень — 2 пакет(ів) зі сповіщеннями без реакції понад 90 дн.; найдавніше опубліковано 476 дн. тому |
| source | osv |
| advisories | 15 |
| affected_packages | 2 |
| assessed_packages | 106 |
| unassessed_packages | 0 |
| affected_by_severity | critical 1, high 1 |
| direct_affected_packages | 2 |
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 | — |
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 0/11 | Статична перевірка типів |
| 10/10 | Відтворюване середовище — lockfile |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 0/8 | Автоматизоване супроводження — немає даних |
| 10/10 | OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned |
| has_nix | ні |
| has_tests | так |
| lockfiles | uv.lock |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
| 0/45 | Типізований код — Python без конфігурації перевірки типів |
| 55/55 | Керовані розміри файлів — 0/17 файлів вихідного коду понад 60 КБ |
| primary_language | Python |
| largest_source_bytes | 22 033 |
| source_files_sampled | 17 |
| oversized_source_files | 0 |
Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.
Показано лише найновішу історію — цей репозиторій перевищує вікно збору, тож найраніша історія не захоплена.
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| н/д | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 9 | CI-Tests | 14 out of 15 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 5/20 approved changesets -- score normalized to 2 |
| 10 | Contributors | project has 6 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 13 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| н/д | Packaging | packaging workflow not detected |
| 10 | Pinned-Dependencies | all dependencies are pinned |
| 3 | SAST | SAST tool is not run on all commits -- score normalized to 3 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 0 | Vulnerabilities | 78 existing vulnerabilities detected |
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | ctranslate2 | >=4.5.0 | pyproject.toml |
| PyPI | faster-whisper | >=1.2.0 | pyproject.toml |
| PyPI | nltk | >=3.9.1 | pyproject.toml |
| PyPI | numpy | >=2.1.0 | pyproject.toml |
| PyPI | omegaconf | >=2.3.0 | pyproject.toml |
| PyPI | pandas | >=2.2.3 | pyproject.toml |
| PyPI | pyannote-audio | >=4.0.0 | pyproject.toml |
| PyPI | huggingface-hub | >=0.28.1 | pyproject.toml |
| PyPI | torch | ~=2.8.0 | pyproject.toml |
| PyPI | torchaudio | ~=2.8.0 | pyproject.toml |
| PyPI | torchvision | ~=0.23.0 | pyproject.toml |
| PyPI | torchcodec | >=0.6.0,<0.8.0 | pyproject.toml |
| PyPI | transformers | >=4.48.0 | pyproject.toml |
| PyPI | triton | >=3.3.0 | pyproject.toml |
Повний розв'язаний набір залежностей із графа залежностей GitHub: 18 прямих і 117 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | ctranslate2 | 4.6.0 | пряма |
| PyPI | faster-whisper | 1.2.0 | пряма |
| PyPI | huggingface-hub | 0.35.3 | пряма |
| PyPI | nltk | 3.9.4 | пряма |
| PyPI | numpy | 2.2.6 | пряма |
| PyPI | omegaconf | 2.3.0 | пряма |
| PyPI | pandas | 2.2.3 | пряма |
| PyPI | pyannote-audio | 4.0.4 | пряма |
| PyPI | torch | 2.8.0 | пряма |
| PyPI | torch | 2.8.0+cpu | пряма |
| PyPI | torch | 2.8.0+cu128 | пряма |
| PyPI | torchaudio | 2.8.0 | пряма |
| PyPI | torchaudio | 2.8.0+cpu | пряма |
| PyPI | torchaudio | 2.8.0+cu128 | пряма |
| PyPI | torchcodec | 0.7.0 | пряма |
| PyPI | torchvision | 0.23.0 | пряма |
| PyPI | transformers | 4.57.6 | пряма |
| PyPI | triton | 3.4.0 | пряма |
| PyPI | aiohappyeyeballs | 2.6.1 | непряма |
| PyPI | aiohttp | 3.12.15 | непряма |
| PyPI | aiosignal | 1.4.0 | непряма |
| PyPI | alembic | 1.16.5 | непряма |
| PyPI | antlr4-python3-runtime | 4.9.3 | непряма |
| PyPI | asteroid-filterbanks | 0.4.0 | непряма |
| PyPI | async-timeout | 5.0.1 | непряма |
| PyPI | attrs | 25.3.0 | непряма |
| PyPI | av | 15.1.0 | непряма |
| PyPI | certifi | 2025.10.5 | непряма |
| PyPI | charset-normalizer | 3.4.3 | непряма |
| PyPI | click | 8.3.0 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | coloredlogs | 15.0.1 | непряма |
| PyPI | colorlog | 6.9.0 | непряма |
| PyPI | contourpy | 1.3.2 | непряма |
| PyPI | contourpy | 1.3.3 | непряма |
| PyPI | cycler | 0.12.1 | непряма |
| PyPI | einops | 0.8.1 | непряма |
| PyPI | exceptiongroup | 1.3.1 | непряма |
| PyPI | filelock | 3.19.1 | непряма |
| PyPI | flatbuffers | 25.9.23 | непряма |
| PyPI | fonttools | 4.60.1 | непряма |
| PyPI | frozenlist | 1.7.0 | непряма |
| PyPI | fsspec | 2025.9.0 | непряма |
| PyPI | googleapis-common-protos | 1.72.0 | непряма |
| PyPI | greenlet | 3.2.4 | непряма |
| PyPI | grpcio | 1.78.0 | непряма |
| PyPI | hf-xet | 1.1.10 | непряма |
| PyPI | humanfriendly | 10.0 | непряма |
| PyPI | idna | 3.10 | непряма |
| PyPI | importlib-metadata | 8.7.1 | непряма |
| PyPI | iniconfig | 2.3.0 | непряма |
| PyPI | jinja2 | 3.1.6 | непряма |
| PyPI | joblib | 1.5.2 | непряма |
| PyPI | julius | 0.2.7 | непряма |
| PyPI | kiwisolver | 1.4.9 | непряма |
| PyPI | lightning | 2.5.5 | непряма |
| PyPI | lightning-utilities | 0.15.2 | непряма |
| PyPI | mako | 1.3.10 | непряма |
| PyPI | markdown-it-py | 4.0.0 | непряма |
| PyPI | markupsafe | 3.0.3 | непряма |
| PyPI | matplotlib | 3.10.6 | непряма |
| PyPI | mdurl | 0.1.2 | непряма |
| PyPI | mpmath | 1.3.0 | непряма |
| PyPI | multidict | 6.6.4 | непряма |
| PyPI | networkx | 3.4.2 | непряма |
| PyPI | networkx | 3.5 | непряма |
| PyPI | nvidia-cublas-cu12 | 12.8.4.1 | непряма |
| PyPI | nvidia-cuda-cupti-cu12 | 12.8.90 | непряма |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.8.93 | непряма |
| PyPI | nvidia-cuda-runtime-cu12 | 12.8.90 | непряма |
| PyPI | nvidia-cudnn-cu12 | 9.10.2.21 | непряма |
| PyPI | nvidia-cufft-cu12 | 11.3.3.83 | непряма |
| PyPI | nvidia-cufile-cu12 | 1.13.1.3 | непряма |
| PyPI | nvidia-curand-cu12 | 10.3.9.90 | непряма |
| PyPI | nvidia-cusolver-cu12 | 11.7.3.90 | непряма |
| PyPI | nvidia-cusparse-cu12 | 12.5.8.93 | непряма |
| PyPI | nvidia-cusparselt-cu12 | 0.7.1 | непряма |
| PyPI | nvidia-nccl-cu12 | 2.27.3 | непряма |
| PyPI | nvidia-nvjitlink-cu12 | 12.8.93 | непряма |
| PyPI | nvidia-nvtx-cu12 | 12.8.90 | непряма |
| PyPI | onnxruntime | 1.23.1 | непряма |
| PyPI | opentelemetry-api | 1.39.1 | непряма |
| PyPI | opentelemetry-exporter-otlp | 1.39.1 | непряма |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.39.1 | непряма |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.39.1 | непряма |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.39.1 | непряма |
| PyPI | opentelemetry-proto | 1.39.1 | непряма |
| PyPI | opentelemetry-sdk | 1.39.1 | непряма |
| PyPI | opentelemetry-semantic-conventions | 0.60b1 | непряма |
| PyPI | optuna | 4.5.0 | непряма |
| PyPI | packaging | 25.0 | непряма |
| PyPI | pillow | 11.3.0 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | primepy | 1.3 | непряма |
| PyPI | propcache | 0.4.1 | непряма |
| PyPI | protobuf | 6.32.1 | непряма |
| PyPI | pyannote-core | 6.0.1 | непряма |
| PyPI | pyannote-database | 6.1.1 | непряма |
| PyPI | pyannote-metrics | 4.0.0 | непряма |
| PyPI | pyannote-pipeline | 4.0.0 | непряма |
| PyPI | pyannoteai-sdk | 0.4.0 | непряма |
| PyPI | pygments | 2.19.2 | непряма |
| PyPI | pyparsing | 3.2.5 | непряма |
| PyPI | pyreadline3 | 3.5.4 | непряма |
| PyPI | pytest | 9.0.2 | непряма |
| PyPI | python-dateutil | 2.9.0.post0 | непряма |
| PyPI | pytorch-lightning | 2.5.5 | непряма |
| PyPI | pytorch-metric-learning | 2.9.0 | непряма |
| PyPI | pytz | 2025.2 | непряма |
| PyPI | pyyaml | 6.0.3 | непряма |
| PyPI | regex | 2025.9.18 | непряма |
| PyPI | requests | 2.32.5 | непряма |
| PyPI | rich | 14.1.0 | непряма |
| PyPI | safetensors | 0.6.2 | непряма |
| PyPI | scikit-learn | 1.7.2 | непряма |
| PyPI | scipy | 1.15.3 | непряма |
| PyPI | scipy | 1.16.2 | непряма |
| PyPI | setuptools | 80.9.0 | непряма |
| PyPI | six | 1.17.0 | непряма |
| PyPI | sortedcontainers | 2.4.0 | непряма |
| PyPI | sqlalchemy | 2.0.43 | непряма |
| PyPI | sympy | 1.14.0 | непряма |
| PyPI | threadpoolctl | 3.6.0 | непряма |
| PyPI | tokenizers | 0.22.1 | непряма |
| PyPI | tomli | 2.2.1 | непряма |
| PyPI | torch-audiomentations | 0.12.0 | непряма |
| PyPI | torch-pitch-shift | 1.2.5 | непряма |
| PyPI | torchmetrics | 1.8.2 | непряма |
| PyPI | tqdm | 4.67.1 | непряма |
| PyPI | typing-extensions | 4.15.0 | непряма |
| PyPI | tzdata | 2025.2 | непряма |
| PyPI | urllib3 | 2.5.0 | непряма |
| PyPI | whisperx | 3.8.7rc1 | непряма |
| PyPI | yarl | 1.20.1 | непряма |
| PyPI | zipp | 3.23.0 | непряма |
Встановлення pypi:whisperx@3.8.6 тягне 106 пакетів, прямих і транзитивних: 2 мають відомі сповіщення, з них 2 — прямі залежності.
| Пакет | Версія | Зв'язок | Критичність | Сповіщень | Виправлено в |
|---|---|---|---|---|---|
| transformers | 4.57.6 | пряма | критична | 7 | 5.5.0 |
| torch | 2.8.0 | пряма | висока | 8 | 2.13.0 |
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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{
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"details": [
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"code": "license_standard",
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{
"code": "license_spdx",
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{
"key": "issue_template",
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],
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},
{
"key": "governance",
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"metrics": [
{
"key": "maintainer_resilience",
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"note": null,
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"contributors_sampled": 100,
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"components": [
{
"key": "bus_factor",
"name": "Bus factor",
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"points": 25.2,
"status": "partial",
"details": [
{
"code": "bus_factor",
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"count": 2
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}
],
"max_points": 54
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{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 42% of commits",
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"details": [
{
"code": "top_contributor_share",
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"share": 42
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}
],
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{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "100 contributors",
"points": 13.5,
"status": "met",
"details": [
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"code": "contributors_sampled",
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"count": 100
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}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
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"points": 10,
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"details": [],
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}
]
},
{
"key": "responsiveness",
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"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
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"inputs": {
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"open_issues": 172,
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"issue_closed_ratio": 0.823,
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"components": [
{
"key": "issue_resolution",
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"status": "partial",
"details": [
{
"code": "issues_closed_share",
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"share": 82
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}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "205/369 decided PRs merged",
"points": 21.2,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
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"merged": 205,
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"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
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"points": 3,
"status": "partial",
"details": [],
"max_points": 15
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]
},
{
"key": "stewardship",
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"notes": [
{
"code": "excluded_no_data",
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"components": [
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{
"code": "weights_renormalized",
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"value": 67,
"inputs": {
"followers": 776,
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"owner_login": "m-bain",
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"components": [
{
"key": "ownership_backing",
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"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"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": [
{
"code": "not_applicable_to_user_accounts",
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}
],
"max_points": 20
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{
"key": "owner_reach",
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"detail": "776 followers of m-bain",
"points": 20.8,
"status": "partial",
"details": [
{
"code": "owner_followers",
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"count": 776,
"login": "m-bain"
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}
],
"max_points": 25
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{
"key": "track_record",
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"detail": "31 public repos, account ~8 yr old",
"points": 23,
"status": "partial",
"details": [
{
"code": "public_repos",
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"count": 31
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},
{
"code": "account_age_years",
"params": {
"years": 8
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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": [
"whisperx"
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"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 56
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"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
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 56 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 56
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}
],
"max_points": 35
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{
"key": "version_history",
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"detail": "44 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 44
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}
],
"max_points": 20
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{
"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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]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 60,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 66,
"inputs": {
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"has_tests": true,
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"has_linter_config": false,
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"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "4 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 4
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}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"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",
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"points": 18,
"status": "partial",
"details": [],
"max_points": 20
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]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"topics": [
"asr",
"speech",
"speech-recognition",
"speech-to-text",
"whisper"
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"has_wiki": false,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"has_description": true
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"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
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{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
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{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "5 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
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}
],
"max_points": 10
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{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 60,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"packaging"
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 6
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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",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
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],
"max_points": 7.5
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{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "14 out of 15 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 5/20 approved changesets -- score normalized to 2",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 6 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"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": "13 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "all dependencies are pinned",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 3",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"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": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "78 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "moderate",
"name": "Dependency advisories",
"note": "Matched the pypi:whisperx@3.8.6 runtime dependency closure — what installing the published package pulls in — 106 packages. Reachability is not analyzed.",
"notes": [
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:whisperx@3.8.6",
"assessed": 106
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 59,
"inputs": {
"source": "osv",
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"affected_packages": 2,
"assessed_packages": 106,
"unassessed_packages": 0,
"affected_by_severity": "critical 1, high 1",
"direct_affected_packages": 2
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"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "2 affected: transformers 4.57.6 (critical 9.6), torch 2.8.0 (high 8.8)",
"points": 6.7,
"status": "partial",
"details": [
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"code": "advisories_affected",
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"packages": "transformers 4.57.6 (critical 9.6), torch 2.8.0 (high 8.8)"
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}
],
"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": "2 advisory-carrying package(s) unaddressed past 90 days; oldest published 476 days ago",
"points": 27.4,
"status": "partial",
"details": [
{
"code": "advisories_stale",
"params": {
"days": 90,
"count": 2,
"oldest": 476
}
}
],
"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": 106,
"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"
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"review_only_matches": 0,
"assessed_self_published_locations": 4
},
"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": 34,
"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": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 1,
"inputs": {
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"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
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"detail": "no CLAUDE.md / AGENTS.md / editor rules",
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"status": "missed",
"details": [
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"code": "no_agent_instructions",
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}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "legible_commit_history",
"name": "Legible commit history",
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"points": 0,
"status": "excluded",
"details": [
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"code": "no_data",
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}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"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": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 51,
"inputs": {
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"has_tests": true,
"lockfiles": [
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"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
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"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": [],
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},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
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},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"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": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "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": "all dependencies are pinned",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 22033,
"source_files_sampled": 17,
"oversized_source_files": 0
},
"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": "0/17 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 17,
"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": "2026-07-21T04:56:29.544584Z",
"schema_version": "0.17.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/m-bain/whisperX.svg",
"full_name": "m-bain/whisperX",
"license_state": "standard",
"license_spdx": "BSD-2-Clause"
}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 v0.17.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.