Публічний реєстрДобрий
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-26 09:40 UTC
linkml / linkml-model
Link Modeling Language (LinkML) model
linkml/linkml-model має індекс здоров’я 72 зі 100, що відповідає смузі «Добрий». Найвищий показник — Engineering Quality (85/100), найнижчий — AI Readiness (55/100). Останнє оновлення було 10 днів тому. Більшість нещодавньої роботи виконують 2 учасники.
72
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.
72
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
Linked data Modeling LanguageОрганізація
218 підписників67 публічних репозиторіївз лют. 2021 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 | linkml-model | 1.8.0 | 1 229 | 33 | 752 дні тому | linked-datalinkmlmetamodel |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
72
Активність розробки
59Помірний
Як обчислюється оцінка
| 28.8/36 | Свіжість push — останній push 10 дн. тому |
| 8.3/36 | Ритм комітів — 12/52 тижнів із комітами |
| 13.3/18 | Обсяг комітів — 29 комітів за останній рік |
| 9/10 | OpenSSF Scorecard: Maintained — 11 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 9 |
Використані вхідні дані
| commits_last_year | 29 |
| human_commit_share | 0,97 |
| days_since_last_push | 10 |
| active_weeks_last_year | 12 |
Дисципліна релізів
92Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 42 релізів |
| 36/36 | Свіжість релізів — останній реліз 73 дн. тому |
| 19.8/27 | Ритм релізів — реліз кожні ~76,1 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 42 |
| latest_release_tag | v1.11.0 |
| releases_from_tags | ні |
| days_since_latest_release | 73 |
| mean_days_between_releases | 76,1 |
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?
57
Популярність і впровадження
49У зоні ризику
Як обчислюється оцінка
| 30.7/60 | Зірки — 79 зірок |
| 12.1/25 | Форки — 29 форків |
| 5.8/15 | Спостерігачі — 12 спостерігачів |
Використані вхідні дані
| forks | 29 |
| stars | 79 |
| watchers | 12 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
70Добрий
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (CC0-1.0) |
| 18/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | ні |
Впровадження в екосистемі (завантаження)
52Помірний
Як обчислюється оцінка
| 41.2/80 | Щомісячні завантаження — 1 229 завантажень/місяць у pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
Використані вхідні дані
| packages | linkml-model |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 1 229 |
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?
72
Стійкість мейнтейнерів (бас-фактор)
61Помірний
Як обчислюється оцінка
| 25.2/54 | Бас-фактор — на 2 контриб’ютор(ів) припадає половина всіх комітів |
| 11.9/22.5 | Розподіл комітів — головний контриб’ютор — автор 47% комітів |
| 13.5/13.5 | Широта контриб’юторів — 22 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 65 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 2 |
| contributors_sampled | 22 |
| top_contributor_share | 0,473 |
Реактивність на issue та PR
90Відмінний
Як обчислюється оцінка
| 44.6/46.8 | Вирішення issue — закрито 96% issue |
| 33.2/38.3 | Прийняття PR — злито 177/204 вирішених PR |
| 12/15 | OpenSSF Scorecard: Code-Review — Found 19/23 approved changesets -- score normalized to 8 |
Використані вхідні дані
| merged_prs | 177 |
| open_issues | 1 |
| closed_issues | 21 |
| issue_closed_ratio | 0,955 |
| closed_unmerged_prs | 27 |
Власність та опіка
71Добрий
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 16.8/25 | Охоплення власника — 218 підписників у linkml |
| 23.9/25 | Послужний список — 67 публічних репозиторіїв, вік облікового запису ~5 р. |
Використані вхідні дані
| followers | 218 |
| owner_type | Organization |
| is_verified | — |
| owner_login | linkml |
| public_repos | 67 |
| account_age_days | 1 982 |
Супровід пакетів
69Помірний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 4/35 | Свіжість публікацій — остання публікація 752 дн. тому |
| 20/20 | Історія версій — 33 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | linkml-model |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 752 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
85
Інженерні практики
92Відмінний
Як обчислюється оцінка
| 24/24 | Процеси CI — 5 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 — 24 out of 25 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
75Добрий
Як обчислюється оцінка
| 30/30 | README |
| 0/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://linkml.github.io/linkml-model/docs/ |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 15 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | linkml, semantic-web, json, json-schema, graph-ql, metamodel, yaml, data-integration, metadata, uml, schema-language, data-modeling, shacl, shex, linked-data |
| has_wiki | так |
| homepage | https://linkml.github.io/linkml-model/docs/ |
| has_readme | так |
| has_docs_dir | ні |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
70
Стан безпеки
62Помірний
Як обчислюється оцінка
| 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 — 24 out of 25 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 |
| 6/7.5 | Code-Review — Found 19/23 approved changesets -- score normalized to 8 |
| 2.5/2.5 | Contributors — project has 65 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 |
| 6.8/7.5 | Maintained — 11 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 9 |
| 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 |
| 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 |
| 6/7.5 | Vulnerabilities — 2 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 6,2 |
Виключено з оцінювання (немає даних або не застосовно): branch_protection, signed_releases. Залишкові ваги перенормовано.
Сповіщення про залежності
100Відмінний
Як обчислюється оцінка
| 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 |
Використані вхідні дані
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 31 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Виключено з оцінювання (немає даних або не застосовно): Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено з runtime-замиканням залежностей pypi:linkml-model@1.8.0 — тим, що тягне за собою встановлення опублікованого пакета, — 31 пакетів. Досяжність не аналізується.
Готовність до ШІ
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
55
Контекст і настанови для агентів
24Критичний
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 24.2/40 | Читабельна історія комітів — намір зазначено у 44 з 97 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | 0,454 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Як обчислюється оцінка
| 18/18 | Розгортання однією командою — Makefile |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера |
| 0/11 | Статична перевірка типів |
| 10/10 | Відтворюване середовище — Dockerfile, lockfile |
| 2/10 | Підтверджена практика роботи з агентами — 1 з останніх 100 комітів створено агентом або з його зазначенням |
| 8/8 | Автоматизоване супроводження — 3 з останніх 100 комітів — автоматичні оновлення залежностей |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | uv.lock |
| has_dockerfile | так |
| typed_language | ні |
| bootstrap_files | Makefile |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | — |
| agent_commit_share | 0,01 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0,03 |
Читабельність коду для моделей
52Помірний
Як обчислюється оцінка
| 0/45 | Типізований код — Python без конфігурації перевірки типів |
| 52.1/55 | Керовані розміри файлів — 1/19 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 311 261 |
| source_files_sampled | 19 |
| oversized_source_files | 1 |
Машиночитні інтерфейси
80Добрий
Як обчислюється оцінка
| 40/40 | Схема API (OpenAPI/GraphQL/proto) — linkml_model/graphql/meta.graphql, linkml_model/protobuf/meta.proto |
| 0/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — examples |
Використані вхідні дані
| example_dirs | examples |
| has_mcp_signal | ні |
| api_schema_files | linkml_model/graphql/meta.graphql, linkml_model/protobuf/meta.proto |
Ключові факти
79зірок GitHub
22контриб'юторів
29комітів за останні 12 місяців
10днів від останнього пушу
42релізів
2бас-фактор
1відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Докладніше
Історія зірок і форків 0 ★ / 29 ⇿
0Зірки
29Форки
34Релізи
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.
Мажорні 0Мінорні 9Патчі 9
Кожна точка охоплює 5 днів.
OpenSSF Scorecard 6.2 / 10
6.2сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 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 | 24 out of 25 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 |
| 8 | Code-Review | Found 19/23 approved changesets -- score normalized to 8 |
| 10 | Contributors | project has 65 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 |
| 9 | Maintained | 11 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 9 |
| 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 |
| 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 |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
Прямі залежності 2
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | linkml-runtime | ==1.11.1,<2 | pyproject.toml |
| PyPI | linkml | ==1.11.1 | pyproject.toml |
Усі залежності 115
Повний розв'язаний набір залежностей із графа залежностей GitHub: 2 прямих і 113 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | linkml | 1.11.1 | пряма |
| PyPI | linkml-runtime | 1.11.1 | пряма |
| PyPI | alabaster | 1.0.0 | непряма |
| PyPI | annotated-types | 0.7.0 | непряма |
| PyPI | antlr4-python3-runtime | 4.9.3 | непряма |
| PyPI | arrow | 1.4.0 | непряма |
| PyPI | attrs | 26.1.0 | непряма |
| PyPI | babel | 2.18.0 | непряма |
| PyPI | backports-zstd | 1.6.0 | непряма |
| PyPI | backrefs | 7.0 | непряма |
| PyPI | beautifulsoup4 | 4.15.0 | непряма |
| PyPI | certifi | 2026.6.17 | непряма |
| PyPI | cfgraph | 0.2.1 | непряма |
| PyPI | chardet | 7.4.3 | непряма |
| PyPI | charset-normalizer | 3.4.7 | непряма |
| PyPI | click | 8.4.1 | непряма |
| PyPI | codespell | 2.4.2 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | curies | 0.13.13 | непряма |
| PyPI | deprecated | 1.3.1 | непряма |
| PyPI | docutils | 0.21.2 | непряма |
| PyPI | docutils | 0.22.4 | непряма |
| PyPI | editorconfig | 0.17.1 | непряма |
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Сповіщення про залежності 0
Встановлення pypi:linkml-model@1.8.0 тягне 31 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.
Звіт у форматі JSON машиночитний
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"note": null,
"notes": [],
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"components": [
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{
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"weeks": 12
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}
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{
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"points": 9,
"status": "partial",
"details": [],
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]
},
{
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"notes": [
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},
{
"code": "weights_renormalized",
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],
"value": 92,
"inputs": {
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"mean_days_between_releases": 76.1
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"components": [
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"detail": "42 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
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"count": 42
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}
],
"max_points": 27
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{
"key": "release_recency",
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"detail": "latest release 73 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
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{
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"details": [
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"gap": 76.1
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{
"key": "openssf_scorecard_signed_releases",
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],
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]
},
{
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"note": null,
"notes": [],
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"inputs": {
"cap": null,
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"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
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"components": [
{
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"status": "met",
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"code": "abandonment_maintained",
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}
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]
}
],
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{
"key": "community",
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"name": "Community & Adoption",
"value": 57,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
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"note": null,
"notes": [],
"value": 49,
"inputs": {
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"stars": 79,
"watchers": 12,
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"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
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"components": [
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"points": 30.7,
"status": "partial",
"details": [
{
"code": "stars",
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"count": 79
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}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "29 forks",
"points": 12.1,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 29
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "12 watchers",
"points": 5.8,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 12
}
}
],
"max_points": 15
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]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 70,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (CC0-1.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "CC0-1.0"
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}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
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"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "issue_template",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
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{
"key": "pr_template",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
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]
},
{
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"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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},
{
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],
"value": 52,
"inputs": {
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"monthly_downloads": 1229
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"components": [
{
"key": "monthly_downloads",
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"points": 41.2,
"status": "partial",
"details": [
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"code": "downloads_monthly",
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"count": 1229,
"ecosystems": "pypi"
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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",
"band": "good",
"name": "Sustainability & Governance",
"value": 72,
"weight": 0.24,
"metrics": [
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"key": "maintainer_resilience",
"band": "moderate",
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"note": null,
"notes": [],
"value": 61,
"inputs": {
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"top_contributor_share": 0.473
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"components": [
{
"key": "bus_factor",
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"points": 25.2,
"status": "partial",
"details": [
{
"code": "bus_factor",
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}
],
"max_points": 54
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{
"key": "commit_distribution",
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"detail": "top contributor authored 47% of commits",
"points": 11.9,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
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}
],
"max_points": 22.5
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{
"key": "contributor_breadth",
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"details": [
{
"code": "contributors_sampled",
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}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
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"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
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"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
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"inputs": {
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"issue_closed_ratio": 0.955,
"closed_unmerged_prs": 27
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"components": [
{
"key": "issue_resolution",
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"points": 44.6,
"status": "partial",
"details": [
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"code": "issues_closed_share",
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}
],
"max_points": 46.75
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{
"key": "pr_acceptance",
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"points": 33.2,
"status": "partial",
"details": [
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"code": "decided_prs_merged",
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}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
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"points": 12,
"status": "partial",
"details": [],
"max_points": 15
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]
},
{
"key": "stewardship",
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"note": null,
"notes": [],
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"inputs": {
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"owner_type": "Organization",
"is_verified": null,
"owner_login": "linkml",
"public_repos": 67,
"account_age_days": 1982
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"components": [
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"details": [
{
"code": "owner_organization",
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}
],
"max_points": 30
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{
"key": "verified_domain",
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"detail": null,
"points": 0,
"status": "missed",
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{
"key": "owner_reach",
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"detail": "218 followers of linkml",
"points": 16.8,
"status": "partial",
"details": [
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"code": "owner_followers",
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"login": "linkml"
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}
],
"max_points": 25
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{
"key": "track_record",
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"points": 23.9,
"status": "partial",
"details": [
{
"code": "public_repos",
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"count": 67
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},
{
"code": "account_age_years",
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}
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]
},
{
"key": "package_maintenance",
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"name": "Package maintenance",
"note": null,
"notes": [],
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"inputs": {
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"ecosystems": "pypi",
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"min_days_since_publish": 752
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"components": [
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"name": "Published & resolvable",
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"points": 25,
"status": "met",
"details": [
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"code": "packages_published",
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"ecosystems": "pypi"
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}
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{
"key": "publish_recency",
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"status": "partial",
"details": [
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"code": "publish_recency",
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}
],
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{
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"points": 20,
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"details": [
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}
],
"max_points": 20
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{
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],
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{
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"weight": 0.2,
"metrics": [
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"key": "engineering_practices",
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"note": null,
"notes": [],
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"inputs": {
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"has_tests": true,
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"details": [
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"code": "ci_workflows",
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],
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{
"key": "tests_present",
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{
"key": "linter_config",
"name": "Linter config",
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},
{
"key": "pre_commit_hooks",
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{
"key": "editorconfig",
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"points": 0,
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"details": [],
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{
"key": "openssf_scorecard_ci_tests",
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]
},
{
"key": "documentation",
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"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
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"json",
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"components": [
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{
"key": "documentation_directory",
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{
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"points": 10,
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{
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}
],
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{
"key": "wiki",
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]
}
],
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{
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"value": 70,
"weight": 0.16,
"metrics": [
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},
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"code": "weights_renormalized",
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],
"value": 62,
"inputs": {
"source": "openssf_scorecard",
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"components": [
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"points": 7.5,
"status": "met",
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},
{
"key": "branch_protection",
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"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,
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],
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{
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{
"key": "cii_best_practices",
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"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
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},
{
"key": "code_review",
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},
{
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"details": [],
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},
{
"key": "dangerous_workflow",
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"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
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},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
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"status": "missed",
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},
{
"key": "license",
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"detail": "license file detected",
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"status": "met",
"details": [],
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},
{
"key": "maintained",
"name": "Maintained",
"detail": "11 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 9",
"points": 6.8,
"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": [],
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},
{
"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 not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "2 existing vulnerabilities detected",
"points": 6,
"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:linkml-model@1.8.0 runtime dependency closure — what installing the published package pulls in — 31 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:linkml-model@1.8.0",
"assessed": 31
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 31,
"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": 31,
"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": 25
},
"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": "moderate",
"name": "AI Readiness",
"value": 55,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 24,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.454,
"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": "44 of 97 human commits state their intent (structured subject or explanatory body)",
"points": 24.2,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 44,
"sampled": 97
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 71,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0.01,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0.03
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "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": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "1 of the last 100 commits agent-authored or agent-credited",
"points": 2,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 1,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "3 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 3,
"sampled": 100
}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 52,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 311261,
"source_files_sampled": 19,
"oversized_source_files": 1
},
"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": "1/19 source files over 60KB",
"points": 52.1,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 19,
"oversized": 1
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "good",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": false,
"api_schema_files": [
"linkml_model/graphql/meta.graphql",
"linkml_model/protobuf/meta.proto"
]
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": "linkml_model/graphql/meta.graphql, linkml_model/protobuf/meta.proto",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "linkml_model/graphql/meta.graphql, linkml_model/protobuf/meta.proto"
}
}
],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-26T09:40:37.814361Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/linkml/linkml-model.svg",
"full_name": "linkml/linkml-model",
"license_state": "standard",
"license_spdx": "CC0-1.0"
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.27.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.