Публічний реєстрДобрий
Звіт про здоров'я програмного забезпеченнясхема 0.12.0 · метрики 1.13.0 · 2026-07-17 15:58 UTC
minishlab / semble
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
minishlab/semble має індекс здоров’я 75 зі 100, що відповідає смузі «Добрий». Найвищий показник — Engineering Quality (91/100), найнижчий — Security (46/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.
75
загалом / 100Індекс здоров'я програмного забезпечення
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.
75
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
Профіль оцінок
Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.
Власність
MinishОрганізація
385 підписників11 публічних репозиторіївз серп. 2024 р.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація | Теги |
|---|---|---|---|---|---|---|
| PyPI | semble | 0.5.1 | 141 302 | 23 | 4 дні тому | code-searchhybrid-searchsemantic-searchmcpagentragembeddings |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
84
Активність розробки
74Добрий
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 9.7/36 | Ритм комітів — 14/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 121 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 121 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 14 |
Дисципліна релізів
100Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 22 релізів |
| 36/36 | Свіжість релізів — останній реліз 4 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~5,2 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 22 |
| latest_release_tag | v0.5.1 |
| releases_from_tags | ні |
| days_since_latest_release | 4 |
| mean_days_between_releases | 5,2 |
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
83
Популярність і впровадження
87Відмінний
Як обчислюється оцінка
| 60/60 | Зірки — 5 635 зірок |
| 19.8/25 | Форки — 236 форків |
| 6.8/15 | Спостерігачі — 18 спостерігачів |
Використані вхідні дані
| forks | 236 |
| stars | 5 635 |
| watchers | 18 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
77Добрий
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (MIT) |
| 18/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 6.3/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | так |
Впровадження в екосистемі (завантаження)
86Відмінний
Як обчислюється оцінка
| 68.7/80 | Щомісячні завантаження — 141 302 завантажень/місяць у pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
Використані вхідні дані
| packages | semble |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 141 302 |
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
67
Стійкість мейнтейнерів (бас-фактор)
36У зоні ризику
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 7.2/22.5 | Розподіл комітів — головний контриб’ютор — автор 68% комітів |
| 9.5/13.5 | Широта контриб’юторів — 7 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 7 |
| top_contributor_share | 0,678 |
Реактивність на issue та PR
85Відмінний
Як обчислюється оцінка
| 42.3/46.8 | Вирішення issue — закрито 90% issue |
| 32.5/38.3 | Прийняття PR — злито 118/139 вирішених PR |
| 10.5/15 | OpenSSF Scorecard: Code-Review — Found 22/30 approved changesets -- score normalized to 7 |
Використані вхідні дані
| merged_prs | 118 |
| open_issues | 8 |
| closed_issues | 75 |
| issue_closed_ratio | 0,904 |
| closed_unmerged_prs | 21 |
Власність та опіка
60Помірний
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 18.6/25 | Охоплення власника — 385 підписників у MinishLab |
| 11.7/25 | Послужний список — 11 публічних репозиторіїв, вік облікового запису ~1 р. |
Використані вхідні дані
| followers | 385 |
| owner_type | Organization |
| is_verified | — |
| owner_login | MinishLab |
| public_repos | 11 |
| account_age_days | 706 |
Супровід пакетів
100Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 4 дн. тому |
| 20/20 | Історія версій — 23 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | semble |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 4 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
91
Інженерні практики
92Відмінний
Як обчислюється оцінка
| 24/24 | Процеси CI — 2 процес(ів) CI |
| 24/24 | Наявні тести |
| 16/16 | Конфігурація лінтера |
| 9.6/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | так |
| has_precommit_config | так |
Документація
90Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://minish.ai/packages/semble/introduction/ |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 7 тем |
| 0/10 | Wiki |
Використані вхідні дані
| topics | agents, code-search, embeddings, mcp, mcp-server, model-context-protocol, retrieval |
| has_wiki | ні |
| homepage | https://minish.ai/packages/semble/introduction/ |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
46
Стан безпеки
46У зоні ризику
Як обчислюється оцінка
| 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 — 29 out of 30 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 |
| 5.2/7.5 | Code-Review — Found 22/30 approved changesets -- score normalized to 7 |
| 2.5/2.5 | Contributors — project has 4 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 2/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — немає даних |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 31 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4,6 |
Виключено з оцінювання (немає даних або не застосовно): signed_releases. Залишкові ваги перенормовано.
Готовність до ШІ
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
85
Контекст і настанови для агентів
75Добрий
Як обчислюється оцінка
| 45/45 | Інструкції для агентів — src/semble/agents/claude.md, src/semble/agents/gemini.md |
| 0/15 | Машиночитана документація (llms.txt) |
| 0/40 | Читабельна історія комітів — немає даних |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | — |
| agent_instruction_files | src/semble/agents/claude.md, src/semble/agents/gemini.md |
| agent_instruction_max_bytes | 2 122 |
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.
Як обчислюється оцінка
| 18/18 | Розгортання однією командою — Makefile |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера |
| 11/11 | Статична перевірка типів — src/semble/py.typed |
| 10/10 | Відтворюване середовище — lockfile |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 0/8 | Автоматизоване супроводження — немає даних |
| 4/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | uv.lock |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | Makefile |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | src/semble/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Виключено з оцінювання (немає даних або не застосовно): Підтверджена практика роботи з агентами, Автоматизоване супроводження. Залишкові ваги перенормовано.
Читабельність коду для моделей
82Добрий
Як обчислюється оцінка
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (src/semble/py.typed) |
| 55/55 | Керовані розміри файлів — 0/60 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 20 940 |
| source_files_sampled | 60 |
| oversized_source_files | 0 |
Ключові факти
5 635зірок GitHub
7контриб'юторів
121комітів за останні 12 місяців
0днів від останнього пушу
22релізів
1бас-фактор
8відкритих issue
PyPIпакетних екосистем
Докладніше
OpenSSF Scorecard 4.6 / 10
4.6сукупно
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 | 29 out of 30 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 |
| 7 | Code-Review | Found 22/30 approved changesets -- score normalized to 7 |
| 10 | Contributors | project has 4 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 4 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 4 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| н/д | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 31 existing vulnerabilities detected |
Прямі залежності 9
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | model2vec | >=0.4.0 | pyproject.toml |
| PyPI | vicinity | >=0.4.4 | pyproject.toml |
| PyPI | numpy | >=1.24.0 | pyproject.toml |
| PyPI | bm25s | >=0.2.0 | pyproject.toml |
| PyPI | pathspec | >=0.12 | pyproject.toml |
| PyPI | tree-sitter | >=0.25,<0.26 | pyproject.toml |
| PyPI | tree-sitter-language-pack | >=1.0,<1.8.0,!=1.6.3 | pyproject.toml |
| PyPI | orjson | — | pyproject.toml |
| PyPI | questionary | >=2.0,<3.0 | pyproject.toml |
Усі залежності 135
Повний розв'язаний набір залежностей із графа залежностей GitHub: 10 прямих і 125 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | bm25s | 0.3.8 | пряма |
| PyPI | model2vec | 0.8.1 | пряма |
| PyPI | numpy | 2.2.6 | пряма |
| PyPI | numpy | 2.4.4 | пряма |
| PyPI | orjson | 3.11.9 | пряма |
| PyPI | pathspec | 1.1.1 | пряма |
| PyPI | questionary | 2.1.1 | пряма |
| PyPI | tree-sitter | 0.25.2 | пряма |
| PyPI | tree-sitter-language-pack | 1.6.2 | пряма |
| PyPI | vicinity | 0.4.4 | пряма |
| PyPI | annotated-doc | 0.0.4 | непряма |
| PyPI | annotated-types | 0.7.0 | непряма |
| PyPI | anyio | 4.13.0 | непряма |
| PyPI | ast-serialize | 0.3.0 | непряма |
| PyPI | attrs | 26.1.0 | непряма |
| PyPI | certifi | 2026.4.22 | непряма |
| PyPI | cffi | 2.0.0 | непряма |
| PyPI | cfgv | 3.5.0 | непряма |
| PyPI | charset-normalizer | 3.4.7 | непряма |
| PyPI | click | 8.3.3 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | contourpy | 1.3.2 | непряма |
| PyPI | contourpy | 1.3.3 | непряма |
| PyPI | coverage | 7.14.0 | непряма |
| PyPI | cryptography | 48.0.0 | непряма |
| PyPI | cuda-bindings | 12.9.4 | непряма |
| PyPI | cuda-pathfinder | 1.5.4 | непряма |
| PyPI | cycler | 0.12.1 | непряма |
| PyPI | distlib | 0.4.0 | непряма |
| PyPI | distro | 1.9.0 | непряма |
| PyPI | docstring-parser-fork | 0.0.14 | непряма |
| PyPI | einops | 0.8.2 | непряма |
| PyPI | exceptiongroup | 1.3.1 | непряма |
| PyPI | filelock | 3.29.0 | непряма |
| PyPI | fonttools | 4.62.1 | непряма |
| PyPI | fsspec | 2026.4.0 | непряма |
| PyPI | h11 | 0.16.0 | непряма |
| PyPI | hf-xet | 1.5.0 | непряма |
| PyPI | httpcore | 1.0.9 | непряма |
| PyPI | httpx | 0.28.1 | непряма |
| PyPI | httpx-sse | 0.4.3 | непряма |
| PyPI | huggingface-hub | 1.14.0 | непряма |
| PyPI | identify | 2.6.19 | непряма |
| PyPI | idna | 3.14 | непряма |
| PyPI | iniconfig | 2.3.0 | непряма |
| PyPI | jinja2 | 3.1.6 | непряма |
| PyPI | jiter | 0.14.0 | непряма |
| PyPI | joblib | 1.5.3 | непряма |
| PyPI | jsonschema | 4.26.0 | непряма |
| PyPI | jsonschema-specifications | 2025.9.1 | непряма |
| PyPI | kiwisolver | 1.5.0 | непряма |
| PyPI | librt | 0.11.0 | непряма |
| PyPI | markdown-it-py | 4.2.0 | непряма |
| PyPI | markupsafe | 3.0.3 | непряма |
| PyPI | matplotlib | 3.10.9 | непряма |
| PyPI | mcp | 1.27.1 | непряма |
| PyPI | mdurl | 0.1.2 | непряма |
| PyPI | mpmath | 1.3.0 | непряма |
| PyPI | mypy | 2.1.0 | непряма |
| PyPI | mypy-extensions | 1.1.0 | непряма |
| PyPI | networkx | 3.4.2 | непряма |
| PyPI | networkx | 3.6.1 | непряма |
| PyPI | nodeenv | 1.10.0 | 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 | 2.27.5 | непряма |
| PyPI | nvidia-nvjitlink-cu12 | 12.8.93 | непряма |
| PyPI | nvidia-nvshmem-cu12 | 3.4.5 | непряма |
| PyPI | nvidia-nvtx-cu12 | 12.8.90 | непряма |
| PyPI | openai | 2.36.0 | непряма |
| PyPI | packaging | 26.2 | непряма |
| PyPI | pillow | 12.2.0 | непряма |
| PyPI | platformdirs | 4.9.6 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | pre-commit | 4.6.0 | непряма |
| PyPI | prompt-toolkit | 3.0.52 | непряма |
| PyPI | pycparser | 3.0 | непряма |
| PyPI | pydantic | 2.13.4 | непряма |
| PyPI | pydantic-core | 2.46.4 | непряма |
| PyPI | pydantic-settings | 2.14.1 | непряма |
| PyPI | pydoclint | 0.8.3 | непряма |
| PyPI | pygments | 2.20.0 | непряма |
| PyPI | pyjwt | 2.12.1 | непряма |
| PyPI | pyparsing | 3.3.2 | непряма |
| PyPI | pytest | 9.0.3 | непряма |
| PyPI | pytest-cov | 7.1.0 | непряма |
| PyPI | python-dateutil | 2.9.0.post0 | непряма |
| PyPI | python-discovery | 1.3.0 | непряма |
| PyPI | python-dotenv | 1.2.2 | непряма |
| PyPI | python-multipart | 0.0.28 | непряма |
| PyPI | pywin32 | 311 | непряма |
| PyPI | pyyaml | 6.0.3 | непряма |
| PyPI | referencing | 0.37.0 | непряма |
| PyPI | regex | 2026.5.9 | непряма |
| PyPI | requests | 2.34.0 | непряма |
| PyPI | rich | 15.0.0 | непряма |
| PyPI | rpds-py | 0.30.0 | непряма |
| PyPI | ruff | 0.15.12 | непряма |
| PyPI | safetensors | 0.7.0 | непряма |
| PyPI | scikit-learn | 1.7.2 | непряма |
| PyPI | scikit-learn | 1.8.0 | непряма |
| PyPI | scipy | 1.15.3 | непряма |
| PyPI | scipy | 1.17.1 | непряма |
| PyPI | sentence-transformers | 5.5.0 | непряма |
| PyPI | setuptools | 82.0.1 | непряма |
| PyPI | shellingham | 1.5.4 | непряма |
| PyPI | six | 1.17.0 | непряма |
| PyPI | sniffio | 1.3.1 | непряма |
| PyPI | sse-starlette | 3.4.3 | непряма |
| PyPI | starlette | 1.0.0 | непряма |
| PyPI | sympy | 1.14.0 | непряма |
| PyPI | threadpoolctl | 3.6.0 | непряма |
| PyPI | tiktoken | 0.12.0 | непряма |
| PyPI | tokenizers | 0.22.2 | непряма |
| PyPI | tomli | 2.4.1 | непряма |
| PyPI | torch | 2.10.0 | непряма |
| PyPI | tqdm | 4.67.3 | непряма |
| PyPI | transformers | 5.8.0 | непряма |
| PyPI | triton | 3.6.0 | непряма |
| PyPI | typer | 0.25.1 | непряма |
| PyPI | typing-extensions | 4.15.0 | непряма |
| PyPI | typing-inspection | 0.4.2 | непряма |
| PyPI | urllib3 | 2.7.0 | непряма |
| PyPI | uvicorn | 0.46.0 | непряма |
| PyPI | virtualenv | 21.3.2 | непряма |
| PyPI | wcwidth | 0.7.0 | непряма |
Звіт у форматі JSON машиночитний
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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},
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{
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{
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{
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"login": "ciaranj",
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{
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"avatar_url": "https://avatars.githubusercontent.com/u/50474121?u=487dccc1cc290a2c14f683d128661604e7449c39&v=4"
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{
"type": "User",
"login": "Borda",
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"avatar_url": "https://avatars.githubusercontent.com/u/6035284?u=7c22640672aa21785bef224ee8cee1a52e5fc1c1&v=4"
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{
"type": "User",
"login": "Pililink",
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],
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
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{
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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"
},
{
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{
"name": "CII-Best-Practices",
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"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"
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{
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},
{
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"reason": "project has 4 contributing companies or organizations",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
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"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
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"reason": "no update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
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"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",
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"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
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},
{
"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 not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
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"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
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{
"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",
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"reason": "31 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
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"has_dependabot_config": false
}
},
"config": {
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"disabled_categories": [],
"disabled_components": {}
},
"source": {
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"host": "github.com",
"name": "semble",
"owner": "minishlab"
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"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": null,
"notes": [],
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"inputs": {
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"vitality": 84,
"community": 83,
"governance": 67,
"engineering": 91
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "good",
"name": "Vitality",
"value": 84,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "good",
"name": "Development activity",
"note": null,
"notes": [],
"value": 74,
"inputs": {
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"human_commit_share": null,
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"active_weeks_last_year": 14
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"components": [
{
"key": "push_recency",
"name": "Push recency",
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{
"key": "commit_cadence",
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"points": 9.7,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
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}
],
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{
"key": "commit_volume",
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"detail": "121 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
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}
],
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{
"key": "openssf_scorecard_maintained",
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"detail": "30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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},
{
"code": "weights_renormalized",
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],
"value": 100,
"inputs": {
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"latest_release_tag": "v0.5.1",
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"days_since_latest_release": 4,
"mean_days_between_releases": 5.2
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"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "22 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
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}
],
"max_points": 27
},
{
"key": "release_recency",
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"detail": "latest release 4 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
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],
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{
"key": "release_cadence",
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"detail": "a release every ~5.2 days",
"points": 27,
"status": "met",
"details": [
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"code": "release_cadence",
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}
],
"max_points": 27
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{
"key": "openssf_scorecard_signed_releases",
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"points": 0,
"status": "excluded",
"details": [
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"code": "no_data",
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],
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]
},
{
"key": "abandonment",
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"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
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"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
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"points": 100,
"status": "met",
"details": [
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"code": "abandonment_unverified",
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}
],
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]
}
],
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},
{
"key": "community",
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"name": "Community & Adoption",
"value": 83,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
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"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 87,
"inputs": {
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"stars": 5635,
"watchers": 18,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
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"components": [
{
"key": "stars",
"name": "Stars",
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"points": 60,
"status": "met",
"details": [
{
"code": "stars",
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}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
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"points": 19.8,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 236
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "18 watchers",
"points": 6.8,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 18
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 77,
"inputs": {
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"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
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}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "excellent",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 86,
"inputs": {
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"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 141302
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "141,302 downloads/month across pypi",
"points": 68.7,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 141302,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
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],
"max_points": 20
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]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 67,
"weight": 0.24,
"metrics": [
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"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 36,
"inputs": {
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"top_contributor_share": 0.678
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
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"details": [
{
"code": "bus_factor",
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{
"key": "commit_distribution",
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{
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{
"key": "openssf_scorecard_contributors",
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},
{
"key": "responsiveness",
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{
"key": "pr_acceptance",
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{
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},
{
"key": "stewardship",
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{
"key": "verified_domain",
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{
"key": "owner_reach",
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{
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{
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{
"key": "package_maintenance",
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"inputs": {
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"ecosystems": "pypi",
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"components": [
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{
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{
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"max_points": 20
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{
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"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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{
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"weight": 0.2,
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{
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{
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{
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{
"key": "openssf_scorecard_ci_tests",
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]
},
{
"key": "documentation",
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{
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{
"key": "topics",
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}
],
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{
"key": "wiki",
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}
]
}
],
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},
{
"key": "security",
"band": "at_risk",
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"metrics": [
{
"key": "security_posture",
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 46,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 4.6
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"components": [
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},
{
"key": "branch_protection",
"name": "Branch-Protection",
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{
"key": "cii_best_practices",
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},
{
"key": "dangerous_workflow",
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},
{
"key": "dependency_update_tool",
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"points": 0,
"status": "missed",
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},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
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},
{
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{
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{
"key": "packaging",
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{
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"key": "sast",
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{
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"points": 0,
"status": "missed",
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{
"key": "signed_releases",
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"status": "excluded",
"details": [
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"code": "no_data",
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"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": "31 existing vulnerabilities detected",
"points": 0,
"status": "missed",
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}
]
},
{
"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": [
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"Iran",
"North Korea"
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"components": [
{
"key": "policy_exposure_multiplier",
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],
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],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
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"name": "AI Readiness",
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"weight": 0,
"metrics": [
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"key": "ai_agent_context",
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},
{
"code": "weights_renormalized",
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}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
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},
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}
],
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{
"key": "demonstrated_agent_practice",
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{
"key": "automated_maintenance",
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},
{
"key": "openssf_scorecard_pinned_dependencies",
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]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
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"notes": [],
"value": 82,
"inputs": {
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},
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"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (src/semble/py.typed)",
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"status": "partial",
"details": [
{
"code": "typecheck_config_language",
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],
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},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/60 source files over 60KB",
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"code": "oversized_source_files",
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}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-17T15:58:19.185906Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/minishlab/semble.svg",
"full_name": "minishlab/semble",
"license_state": "standard",
"license_spdx": "MIT"
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.12.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.