SQLAlchemy driver for DuckDB
Mause/duckdb_engine має індекс здоров’я 65 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (79/100), найнижчий — AI Readiness (53/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.
Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.
Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| PyPI | duckdb_engine | 0.17.0 | - | 72 | 478 днів тому |
Чи живий проєкт — чи пишеться код і чи виходять релізи?
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 2.8/36 | Ритм комітів — 4/52 тижнів із комітами |
| 15.4/18 | Обсяг комітів — 51 комітів за останній рік |
| 0/10 | OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| commits_last_year | 51 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 4 |
| 27/27 | Випускає релізи — опубліковано 68 релізів |
| 7.2/36 | Свіжість релізів — останній реліз 478 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~15,8 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
| releases_count | 68 |
| latest_release_tag | v0.17.0 |
| releases_from_tags | ні |
| days_since_latest_release | 478 |
| mean_days_between_releases | 15,8 |
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
| 43.7/60 | Зірки — 493 зірок |
| 15.2/25 | Форки — 68 форків |
| 1.7/15 | Спостерігачі — 3 спостерігачів |
| forks | 68 |
| stars | 493 |
| watchers | 3 |
| growth_state | organic |
| growth_factor_pct | 100 |
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (MIT) |
| 0/18 | Настанови CONTRIBUTING |
| 13.5/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
| has_readme | так |
| has_license | так |
| has_contributing | ні |
| has_issue_template | ні |
| has_code_of_conduct | так |
| has_pull_request_template | ні |
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 8.4/22.5 | Розподіл комітів — головний контриб’ютор — автор 62% комітів |
| 13.5/13.5 | Широта контриб’юторів — 30 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations |
| bus_factor | 1 |
| contributors_sampled | 30 |
| top_contributor_share | 0,625 |
| 28.4/46.8 | Вирішення issue — закрито 61% issue |
| 25/38.3 | Прийняття PR — злито 790/1 211 вирішених PR |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
| merged_prs | 790 |
| open_issues | 56 |
| closed_issues | 87 |
| issue_closed_ratio | 0,608 |
| closed_unmerged_prs | 421 |
| 10/30 | Підтримка власника — особистий (користувацький) обліковий запис |
| 0/20 | Верифікований домен — не застосовно до користувацьких облікових записів |
| 18.6/25 | Охоплення власника — 387 підписників у Mause |
| 25/25 | Послужний список — 290 публічних репозиторіїв, вік облікового запису ~14 р. |
| followers | 387 |
| owner_type | User |
| is_verified | — |
| owner_login | Mause |
| public_repos | 290 |
| account_age_days | 5 281 |
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 14/35 | Свіжість публікацій — остання публікація 478 дн. тому |
| 20/20 | Історія версій — 72 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
| packages | duckdb_engine |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 478 |
Чи наявні базові інженерні практики та документація?
| 24/24 | Процеси CI — 3 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 — 12 out of 13 merged PRs checked by a CI test -- score normalized to 9 |
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | так |
| has_precommit_config | так |
| 30/30 | README |
| 0/25 | Каталог документації |
| 0/15 | Сайт документації / домашня сторінка |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 5 тем |
| 10/10 | Wiki |
| topics | duckdb, python, sql, sqlalchemy, duckdb-engine |
| has_wiki | так |
| 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 — 12 out of 13 merged PRs checked by a CI test -- score normalized to 9 |
| 0.5/2.5 | CII-Best-Practices — badge detected: InProgress |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 8 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 |
| 0/7.5 | Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 0/5 | Packaging — немає даних |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 5/5 | SAST — SAST tool is run on all commits |
| 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 — 17 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 5,3 |
| 35/35 | Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень |
| 25/25 | Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень |
| 0/40 | Немає задавнених сповіщень — жодне сповіщення не має дати публікації |
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 5 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 0/40 | Читабельна історія комітів — немає даних |
| has_llms_txt | ні |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
| 18/18 | Розгортання однією командою — noxfile.py |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера |
| 11/11 | Статична перевірка типів — duckdb_engine/py.typed |
| 10/10 | Відтворюване середовище — lockfile |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 5/8 | Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| has_nix | ні |
| has_tests | так |
| lockfiles | poetry.lock |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | noxfile.py |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | duckdb_engine/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (duckdb_engine/py.typed) |
| 55/55 | Керовані розміри файлів — 0/14 файлів вихідного коду понад 60 КБ |
| primary_language | Python |
| largest_source_bytes | 24 079 |
| source_files_sampled | 14 |
| oversized_source_files | 0 |
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 0/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — examples |
| example_dirs | examples |
| has_mcp_signal | ні |
| api_schema_files | — |
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.
Кожна точка охоплює 6 днів.
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 | 12 out of 13 merged PRs checked by a CI test -- score normalized to 9 |
| 2 | CII-Best-Practices | badge detected: InProgress |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 8 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 |
| 0 | Maintained | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| н/д | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 10 | SAST | SAST tool is run on all commits |
| 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 | 17 existing vulnerabilities detected |
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | duckdb | >=0.5.0 | pyproject.toml |
| PyPI | sqlalchemy | >=1.3.22 | pyproject.toml |
| PyPI | packaging | >=21 | pyproject.toml |
Повний розв'язаний набір залежностей із графа залежностей GitHub: 3 прямих і 61 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | duckdb | 1.2.1 | пряма |
| PyPI | packaging | 25.0 | пряма |
| PyPI | sqlalchemy | 1.4.54 | пряма |
| PyPI | attrs | 23.2.0 | непряма |
| PyPI | backoff | 1.11.1 | непряма |
| PyPI | certifi | 2024.7.4 | непряма |
| PyPI | cfgv | 3.3.0 | непряма |
| PyPI | charset-normalizer | 2.0.12 | непряма |
| PyPI | click | 8.1.3 | непряма |
| PyPI | colorama | 0.4.4 | непряма |
| PyPI | coverage | 6.2 | непряма |
| PyPI | distlib | 0.3.9 | непряма |
| PyPI | exceptiongroup | 1.0.4 | непряма |
| PyPI | fancycompleter | 0.11.1 | непряма |
| PyPI | filelock | 3.16.1 | непряма |
| PyPI | fsspec | 2025.9.0 | непряма |
| PyPI | greenlet | 1.1.0 | непряма |
| PyPI | hypothesis | 6.141.1 | непряма |
| PyPI | hypothesis | 6.142.2 | непряма |
| PyPI | identify | 2.2.10 | непряма |
| PyPI | idna | 3.7 | непряма |
| PyPI | iniconfig | 1.1.1 | непряма |
| PyPI | ipython-genutils | 0.2.0 | непряма |
| PyPI | jinja2 | 3.1.6 | непряма |
| PyPI | jupysql | 0.11.1 | непряма |
| PyPI | jupysql-plugin | 0.4.2 | непряма |
| PyPI | markupsafe | 2.1.2 | непряма |
| PyPI | monotonic | 1.6 | непряма |
| PyPI | mypy | 1.18.2 | непряма |
| PyPI | mypy-extensions | 1.0.0 | непряма |
| PyPI | nodeenv | 1.6.0 | непряма |
| PyPI | numpy | 1.24.4 | непряма |
| PyPI | pandas | 1.5.3 | непряма |
| PyPI | pathspec | 0.12.1 | непряма |
| PyPI | pdbpp | 0.11.7 | непряма |
| PyPI | platformdirs | 4.3.6 | непряма |
| PyPI | ploomber-core | 0.2.9 | непряма |
| PyPI | pluggy | 1.5.0 | непряма |
| PyPI | posthog | 2.3.1 | непряма |
| PyPI | pre-commit | 4.3.0 | непряма |
| PyPI | prettytable | 3.16.0 | непряма |
| PyPI | pyarrow | 21.0.0 | непряма |
| PyPI | pygments | 2.15.0 | непряма |
| PyPI | pyreadline3 | 3.5.4 | непряма |
| PyPI | pyrepl | 0.11.4 | непряма |
| PyPI | pytest | 8.4.2 | непряма |
| PyPI | pytest-cov | 5.0.0 | непряма |
| PyPI | pytest-remotedata | 0.4.1 | непряма |
| PyPI | pytest-snapshot | 0.9.0 | непряма |
| PyPI | python-dateutil | 2.8.1 | непряма |
| PyPI | pytz | 2021.1 | непряма |
| PyPI | pyyaml | 6.0.1 | непряма |
| PyPI | requests | 2.32.2 | непряма |
| PyPI | six | 1.16.0 | непряма |
| PyPI | sortedcontainers | 2.4.0 | непряма |
| PyPI | sqlalchemy2-stubs | 0.0.2a25 | непряма |
| PyPI | sqlglot | 11.5.3 | непряма |
| PyPI | sqlparse | 0.5.0 | непряма |
| PyPI | toml | 0.10.2 | непряма |
| PyPI | tomli | 1.2.3 | непряма |
| PyPI | typing-extensions | 4.6.3 | непряма |
| PyPI | urllib3 | 1.26.19 | непряма |
| PyPI | virtualenv | 20.26.6 | непряма |
| PyPI | wcwidth | 0.2.14 | непряма |
Встановлення pypi:duckdb_engine@0.17.0 тягне 5 пакетів, прямих і транзитивних: 0 мають відомі сповіщення, з них 0 — прямі залежності.
Жодне відоме сповіщення не стосується оцінених залежностей.
Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.
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{
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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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"status": "missed",
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{
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],
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"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
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{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "17 existing vulnerabilities detected",
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"status": "missed",
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]
},
{
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"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:duckdb_engine@0.17.0",
"assessed": 5
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 5,
"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": 5,
"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": 6
},
"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": 53,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 86,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"poetry.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"noxfile.py"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"duckdb_engine/py.typed"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "noxfile.py",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "noxfile.py"
}
}
],
"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": "duckdb_engine/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "duckdb_engine/py.typed"
}
}
],
"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": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 82,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 24079,
"source_files_sampled": 14,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (duckdb_engine/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "duckdb_engine/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/14 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 14,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"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": [],
"report_type": "repository",
"generated_at": "2026-07-21T04:26:00.473123Z",
"schema_version": "0.17.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/Mause/duckdb_engine.svg",
"full_name": "Mause/duckdb_engine",
"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 v0.17.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.