Звіт про здоров'я програмного забезпеченнясхема 0.11.0 · метрики 1.13.0 · 2026-07-15 17:11 UTC

karsa-oy / mascope

Mascope: mass spectrometry data analysis platform

PythonApache-2.0★ 2 зірки⑂ 1 форкз бер. 2024 р.Переглянути на GitHub ↗

karsa-oy/mascope має індекс здоров’я 68 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (95/100), найнижчий — Community & Adoption (43/100). Останнє оновлення було 1 день тому. Більшість нещодавньої роботи виконує один учасник.

загалом / 100

Помірний

Індекс 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.

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

KarsaОрганізація

4 підписники4 публічні репозиторіїз бер. 2024 р.

За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.

Метрики за категоріями

Життєздатність

Чи живий проєкт — чи пишеться код і чи виходять релізи?

95Відмінний · 22% загального індексу

Активність розробки

99Відмінний

Як обчислюється оцінка

36/36	Свіжість push — останній push 1 дн. тому
35.3/36	Ритм комітів — 51/52 тижнів із комітами
18/18	Обсяг комітів — 1 726 комітів за останній рік
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10

Використані вхідні дані

commits_last_year	1 726
human_commit_share	—
days_since_last_push	1
active_weeks_last_year	51

Дисципліна релізів

90Відмінний

Як обчислюється оцінка

27/27	Випускає релізи — опубліковано 7 релізів
36/36	Свіжість релізів — останній реліз 3 дн. тому
27/27	Ритм релізів — реліз кожні ~2,2 дн.
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Використані вхідні дані

releases_count	7
latest_release_tag	v1.3.2
releases_from_tags	ні
days_since_latest_release	3
mean_days_between_releases	2,2

Спільнота та впровадження

Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?

43У зоні ризику · 18% загального індексу

Здоров'я спільноти

92Відмінний

Як обчислюється оцінка

22.5/22.5	README
22.5/22.5	Ліцензія — визнана ліцензія (Apache-2.0)
18/18	Настанови CONTRIBUTING
13.5/13.5	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	так
has_pull_request_template	так

Сталість та врядування

Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?

52Помірний · 24% загального індексу

Стійкість мейнтейнерів (бас-фактор)

39У зоні ризику

Як обчислюється оцінка

9/54	Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
10.8/22.5	Розподіл комітів — головний контриб’ютор — автор 52% комітів
9.5/13.5	Широта контриб’юторів — 7 контриб’юторів
10/10	OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10

Використані вхідні дані

bus_factor	1
contributors_sampled	7
top_contributor_share	0,521

Реактивність на issue та PR

75Добрий

Як обчислюється оцінка

40.7/46.8	Вирішення issue — закрито 87% issue
33.9/38.3	Прийняття PR — злито 552/623 вирішених PR
0/15	OpenSSF Scorecard: Code-Review — Found 0/12 approved changesets -- score normalized to 0

Використані вхідні дані

merged_prs	552
open_issues	130
closed_issues	870
issue_closed_ratio	0,87
closed_unmerged_prs	71

Власність та опіка

45У зоні ризику

Як обчислюється оцінка

30/30	Підтримка власника — у власності організації
0/20	Верифікований домен
5/25	Охоплення власника — 4 підписників у karsa-oy
9.8/25	Послужний список — 4 публічних репозиторіїв, вік облікового запису ~2 р.

Використані вхідні дані

followers	4
owner_type	Organization
is_verified	—
owner_login	karsa-oy
public_repos	4
account_age_days	862

Інженерна якість

Чи наявні базові інженерні практики та документація?

82Добрий · 20% загального індексу

Інженерні практики

84Добрий

Як обчислюється оцінка

24/24	Процеси CI — 6 процес(ів) CI
24/24	Наявні тести
16/16	Конфігурація лінтера — eslint.config.js
0/9.6	Pre-commit-хуки
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10

Використані вхідні дані

has_ci	так
has_tests	так
has_editorconfig	ні
has_linter_config	так
has_precommit_config	ні

Документація

80Добрий

Як обчислюється оцінка

30/30	README
25/25	Каталог документації
15/15	Сайт документації / домашня сторінка — https://karsa.fi
10/10	Опис репозиторію
0/10	Теми
0/10	Wiki

Використані вхідні дані

topics	—
has_wiki	ні
homepage	https://karsa.fi
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?

67Помірний · 16% загального індексу

Стан безпеки

67Помірний

Як обчислюється оцінка

7.5/7.5	Binary-Artifacts — no binaries found in the repo
3.8/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5	Code-Review — Found 0/12 approved changesets -- score normalized to 0
2.5/2.5	Contributors — project has 3 contributing companies or organizations -- score normalized to 10
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5	Dependency-Update-Tool — update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	Ліцензія — license file detected
7.5/7.5	Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
3.5/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
5/5	SAST — SAST tool is run on all commits
5/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — Project has not signed or included provenance with any releases.
6.8/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0.8/7.5	Vulnerabilities — 9 existing vulnerabilities detected

Використані вхідні дані

source	openssf_scorecard
checks_evaluated	18
scorecard_version	v5.5.0
checks_inconclusive	0
scorecard_aggregate	6,6

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.

70Добрий · 0% загального індексу

Контекст і настанови для агентів

75Добрий

Як обчислюється оцінка

45/45	Інструкції для агентів — CLAUDE.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	CLAUDE.md
agent_instruction_max_bytes	5 044

Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.

Цикл верифікації (збірка / тести / перевірка типів)

73Добрий

Як обчислюється оцінка

0/18	Розгортання однією командою
22/22	Автоматизовані тести
11/11	Конфігурація лінтера / форматера — eslint.config.js
11/11	Статична перевірка типів — libraries/sdk/src/mascope_sdk/py.typed, server/frontend/jsconfig.json
10/10	Відтворюване середовище — Dockerfile, Nix, lockfile
0/10	Підтверджена практика роботи з агентами — немає даних
5/8	Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно
7/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7

Використані вхідні дані

has_nix	так
has_tests	так
lockfiles	package-lock.json, uv.lock
has_dockerfile	так
typed_language	ні
bootstrap_files	—
has_devcontainer	ні
has_linter_config	так
typecheck_configs	libraries/sdk/src/mascope_sdk/py.typed, server/frontend/jsconfig.json
agent_commit_share	—
toolchain_manifests	—
dependency_bot_commit_share	0

Виключено з оцінювання (немає даних або не застосовно): Підтверджена практика роботи з агентами. Залишкові ваги перенормовано.

Читабельність коду для моделей

82Добрий

Як обчислюється оцінка

27/45	Типізований код — Python з конфігурацією перевірки типів (libraries/sdk/src/mascope_sdk/py.typed, server/frontend/jsconfig.json)
54.9/55	Керовані розміри файлів — 1/738 файлів вихідного коду понад 60 КБ

Використані вхідні дані

primary_language	Python
largest_source_bytes	74 796
source_files_sampled	738
oversized_source_files	1

Машиночитні інтерфейси

40У зоні ризику

Як обчислюється оцінка

0/40	Схема API (OpenAPI/GraphQL/proto)
0/20	Сервер MCP
40/40	Придатні до запуску приклади — examples, notebooks, sample, samples

Використані вхідні дані

example_dirs	examples, notebooks, sample, samples
has_mcp_signal	ні
api_schema_files	—

Ключові факти

2зірок GitHub

7контриб'юторів

1 726комітів за останні 12 місяців

1днів від останнього пушу

7релізів

1бас-фактор

130відкритих issue

PyPIпакетних екосистем

Попередження щодо збору даних

Could not fetch pypi package 'mascope' from its registry

Докладніше

OpenSSF Scorecard 6.6 / 10

6.6сукупно

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).Scorecard v5.5.0 · 2026-07-15 17:11 UTC

10	Binary-Artifacts	no binaries found in the repo
5	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	12 out of 12 merged PRs checked by a CI test -- score normalized to 10
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
0	Code-Review	Found 0/12 approved changesets -- score normalized to 0
10	Contributors	project has 3 contributing companies or organizations -- score normalized to 10
10	Dangerous-Workflow	no dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
7	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 7
10	SAST	SAST tool is run on all commits
10	Security-Policy	security policy file detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
9	Token-Permissions	detected GitHub workflow tokens with excessive permissions
1	Vulnerabilities	9 existing vulnerabilities detected

Прямі залежності 10

Реєстр	Пакет	Обмеження версії	Маніфест
PyPI	mascope_cli	`—`	pyproject.toml
PyPI	mascope_backend	`—`	pyproject.toml
PyPI	mascope_runtime	`—`	pyproject.toml
PyPI	mascope_chem	`—`	pyproject.toml
PyPI	mascope_match	`—`	pyproject.toml
PyPI	mascope_sdk	`—`	pyproject.toml
PyPI	mascope_signal	`—`	pyproject.toml
PyPI	mascope_tofwerk	`—`	pyproject.toml
PyPI	mascope_thermo	`—`	pyproject.toml
PyPI	mascope_tools	`—`	pyproject.toml

Усі залежності 725

Повний розв'язаний набір залежностей із графа залежностей GitHub: 20 прямих і 705 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

Реєстр	Пакет	Версія	Зв'язок
PyPI	mascope-backend	`0.0.0`	пряма
PyPI	mascope-chem	`—`	пряма
PyPI	mascope-chem	`0.0.0`	пряма
PyPI	mascope-cli	`2026.7.8`	пряма
PyPI	mascope-match	`—`	пряма
PyPI	mascope-match	`0.0.0`	пряма
PyPI	mascope-runtime	`—`	пряма
PyPI	mascope-runtime	`0.0.0`	пряма
PyPI	mascope-runtime	`2026.7.7`	пряма
PyPI	mascope-sdk	`—`	пряма
PyPI	mascope-sdk	`2026.5.27`	пряма
PyPI	mascope-sdk	`2026.6.12`	пряма
PyPI	mascope-sdk	`2026.7.7`	пряма
PyPI	mascope-signal	`—`	пряма
PyPI	mascope-signal	`0.0.0`	пряма
PyPI	mascope-thermo	`—`	пряма
PyPI	mascope-thermo	`0.0.0`	пряма
PyPI	mascope-tofwerk	`—`	пряма
PyPI	mascope-tofwerk	`0.0.0`	пряма
PyPI	mascope-tools	`2026.6.25`	пряма
npm	@babel/helper-string-parser	`7.29.7`	непряма
npm	@babel/helper-validator-identifier	`7.29.7`	непряма
npm	@babel/parser	`7.29.7`	непряма
npm	@babel/types	`7.29.7`	непряма
npm	@bcoe/v8-coverage	`1.0.2`	непряма
npm	@esbuild/aix-ppc64	`0.27.2`	непряма
npm	@esbuild/android-arm	`0.27.2`	непряма
npm	@esbuild/android-arm64	`0.27.2`	непряма
npm	@esbuild/android-x64	`0.27.2`	непряма
npm	@esbuild/darwin-arm64	`0.27.2`	непряма
npm	@esbuild/darwin-x64	`0.27.2`	непряма
npm	@esbuild/freebsd-arm64	`0.27.2`	непряма
npm	@esbuild/freebsd-x64	`0.27.2`	непряма
npm	@esbuild/linux-arm	`0.27.2`	непряма
npm	@esbuild/linux-arm64	`0.27.2`	непряма
npm	@esbuild/linux-ia32	`0.27.2`	непряма
npm	@esbuild/linux-loong64	`0.27.2`	непряма
npm	@esbuild/linux-mips64el	`0.27.2`	непряма
npm	@esbuild/linux-ppc64	`0.27.2`	непряма
npm	@esbuild/linux-riscv64	`0.27.2`	непряма
npm	@esbuild/linux-s390x	`0.27.2`	непряма
npm	@esbuild/linux-x64	`0.27.2`	непряма
npm	@esbuild/netbsd-arm64	`0.27.2`	непряма
npm	@esbuild/netbsd-x64	`0.27.2`	непряма
npm	@esbuild/openbsd-arm64	`0.27.2`	непряма
npm	@esbuild/openbsd-x64	`0.27.2`	непряма
npm	@esbuild/openharmony-arm64	`0.27.2`	непряма
npm	@esbuild/sunos-x64	`0.27.2`	непряма
npm	@esbuild/win32-arm64	`0.27.2`	непряма
npm	@esbuild/win32-ia32	`0.27.2`	непряма
npm	@esbuild/win32-x64	`0.27.2`	непряма
npm	@eslint-community/eslint-utils	`4.9.1`	непряма
npm	@eslint-community/regexpp	`4.12.2`	непряма
npm	@eslint/config-array	`0.21.1`	непряма
npm	@eslint/config-helpers	`0.4.2`	непряма
npm	@eslint/core	`0.17.0`	непряма
npm	@eslint/eslintrc	`3.3.3`	непряма
npm	@eslint/js	`9.39.2`	непряма
npm	@eslint/object-schema	`2.1.7`	непряма
npm	@eslint/plugin-kit	`0.4.1`	непряма
npm	@floating-ui/core	`1.7.3`	непряма
npm	@floating-ui/dom	`1.7.4`	непряма
npm	@floating-ui/utils	`0.2.10`	непряма
npm	@floating-ui/vue	`1.1.9`	непряма
npm	@fontsource/inter	`5.2.8`	непряма
npm	@humanfs/core	`0.19.1`	непряма
npm	@humanfs/node	`0.16.7`	непряма
npm	@humanwhocodes/module-importer	`1.0.1`	непряма
npm	@humanwhocodes/retry	`0.4.3`	непряма
npm	@isaacs/cliui	`8.0.2`	непряма
npm	@jridgewell/resolve-uri	`3.1.2`	непряма
npm	@jridgewell/sourcemap-codec	`1.5.5`	непряма
npm	@jridgewell/trace-mapping	`0.3.31`	непряма
npm	@kurkle/color	`0.3.4`	непряма
npm	@one-ini/wasm	`0.1.1`	непряма
npm	@phosphor-icons/web	`2.1.2`	непряма
npm	@pkgjs/parseargs	`0.11.0`	непряма
npm	@pkgr/core	`0.2.9`	непряма
npm	@playwright/test	`1.57.0`	непряма
npm	@primeuix/styled	`0.7.4`	непряма
npm	@primeuix/styles	`2.0.3`	непряма
npm	@primeuix/themes	`2.0.3`	непряма
npm	@primeuix/utils	`0.6.4`	непряма
npm	@primevue/core	`4.5.4`	непряма
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npm	hookable	`5.5.3`	непряма
npm	html-escaper	`2.0.2`	непряма
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npm	imurmurhash	`0.1.4`	непряма
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npm	is-extglob	`2.1.1`	непряма
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npm	lodash._basetostring	`4.12.0`	непряма
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npm	retry	`0.12.0`	непряма
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npm	socket.io-parser	`4.2.6`	непряма
npm	source-map-js	`1.2.1`	непряма
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npm	vite	`7.3.5`	непряма
npm	vitest	`4.1.9`	непряма
npm	vue	`3.5.27`	непряма
npm	vue-component-type-helpers	`3.3.6`	непряма
npm	vue-demi	`0.14.10`	непряма
npm	vue-eslint-parser	`10.2.0`	непряма
npm	vue-router	`4.6.4`	непряма
npm	whatwg-mimetype	`3.0.0`	непряма
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PyPI	asyncpg	`—`	непряма
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PyPI	attrs	`25.3.0`	непряма
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PyPI	bcrypt	`5.0.0`	непряма
PyPI	beautifulsoup4	`4.14.3`	непряма
PyPI	bidict	`0.23.1`	непряма
PyPI	bleach	`6.4.0`	непряма
PyPI	certifi	`2025.1.31`	непряма
PyPI	certifi	`2026.2.25`	непряма
PyPI	certifi	`2026.5.20`	непряма
PyPI	cffi	`2.0.0`	непряма
PyPI	charset-normalizer	`3.4.1`	непряма
PyPI	charset-normalizer	`3.4.7`	непряма
PyPI	click	`8.1.8`	непряма
PyPI	cloudpickle	`3.1.2`	непряма
PyPI	clr-loader	`0.3.1`	непряма
PyPI	colorama	`0.4.6`	непряма
PyPI	colorcet	`—`	непряма
PyPI	colorcet	`3.2.1`	непряма
PyPI	comm	`0.2.3`	непряма
PyPI	contourpy	`1.3.3`	непряма
PyPI	cryptography	`49.0.0`	непряма
PyPI	cycler	`0.12.1`	непряма
PyPI	dask	`2026.7.0`	непряма
PyPI	datashader	`—`	непряма
PyPI	datashader	`0.17.0`	непряма
PyPI	datetime-glob	`—`	непряма
PyPI	datetime-glob	`1.0.8`	непряма
PyPI	debugpy	`1.8.20`	непряма
PyPI	decorator	`5.2.1`	непряма
PyPI	defusedxml	`0.7.1`	непряма
PyPI	deprecated	`1.2.18`	непряма
PyPI	deprecated	`1.3.1`	непряма
PyPI	deptry	`0.25.1`	непряма
PyPI	dill	`0.4.1`	непряма
PyPI	dnspython	`2.8.0`	непряма
PyPI	duckdb	`—`	непряма
PyPI	duckdb	`1.2.1`	непряма
PyPI	duckdb	`1.5.2`	непряма
PyPI	duckdb	`1.5.3`	непряма
PyPI	email-validator	`2.3.0`	непряма
PyPI	et-xmlfile	`2.0.0`	непряма
PyPI	executing	`2.2.1`	непряма
PyPI	fastapi	`—`	непряма
PyPI	fastapi	`0.138.2`	непряма
PyPI	fastapi-users	`—`	непряма
PyPI	fastapi-users	`15.0.5`	непряма
PyPI	fastapi-users-db-sqlalchemy	`7.0.0`	непряма
PyPI	fasteners	`0.19`	непряма
PyPI	fasteners	`0.20`	непряма
PyPI	fastjsonschema	`2.21.2`	непряма
PyPI	fonttools	`4.62.1`	непряма
PyPI	fqdn	`1.5.1`	непряма
PyPI	frozenlist	`1.5.0`	непряма
PyPI	fsspec	`2026.3.0`	непряма
PyPI	greenlet	`3.4.0`	непряма
PyPI	h11	`0.14.0`	непряма
PyPI	h11	`0.16.0`	непряма
PyPI	h5py	`—`	непряма
PyPI	h5py	`3.13.0`	непряма
PyPI	h5py	`3.16.0`	непряма
PyPI	hiredis	`3.3.1`	непряма
PyPI	httpcore	`1.0.9`	непряма
PyPI	httpx	`—`	непряма
PyPI	httpx	`0.28.1`	непряма
PyPI	httpx-oauth	`0.16.1`	непряма
PyPI	idna	`3.10`	непряма
PyPI	idna	`3.16`	непряма
PyPI	idna	`3.18`	непряма
PyPI	iniconfig	`2.3.0`	непряма
PyPI	ipykernel	`7.2.0`	непряма
PyPI	ipython	`9.12.0`	непряма
PyPI	ipython-pygments-lexers	`1.1.1`	непряма
PyPI	ipywidgets	`8.1.8`	непряма
PyPI	isoduration	`20.11.0`	непряма
PyPI	isospecpy	`—`	непряма
PyPI	isospecpy	`2.3.5`	непряма
PyPI	jedi	`0.19.2`	непряма
PyPI	jinja2	`3.1.6`	непряма
PyPI	joblib	`1.5.3`	непряма
PyPI	json5	`0.14.0`	непряма
PyPI	jsonpointer	`3.1.1`	непряма
PyPI	jsonschema	`4.26.0`	непряма
PyPI	jsonschema-specifications	`2025.9.1`	непряма
PyPI	jupyter-builder	`1.0.2`	непряма
PyPI	jupyter-client	`8.8.0`	непряма
PyPI	jupyter-core	`5.9.1`	непряма
PyPI	jupyter-events	`0.12.0`	непряма
PyPI	jupyter-lsp	`2.3.1`	непряма
PyPI	jupyter-server	`2.20.0`	непряма
PyPI	jupyter-server-terminals	`0.5.4`	непряма
PyPI	jupyterlab	`4.6.1`	непряма
PyPI	jupyterlab-pygments	`0.3.0`	непряма
PyPI	jupyterlab-server	`2.28.0`	непряма
PyPI	jupyterlab-widgets	`3.0.16`	непряма
PyPI	kiwisolver	`1.5.0`	непряма
PyPI	lark	`1.3.1`	непряма
PyPI	lexery	`1.2.0`	непряма
PyPI	llvmlite	`0.47.0`	непряма
PyPI	lmfit	`—`	непряма
PyPI	lmfit	`1.3.4`	непряма
PyPI	locket	`1.0.0`	непряма
PyPI	loguru	`—`	непряма
PyPI	loguru	`0.7.3`	непряма
PyPI	macholib	`1.16.3`	непряма
PyPI	macholib	`1.16.4`	непряма
PyPI	makefun	`1.16.0`	непряма
PyPI	mako	`1.3.12`	непряма
PyPI	markdown-it-py	`3.0.0`	непряма
PyPI	markdown-it-py	`4.0.0`	непряма
PyPI	markdown-it-py	`4.2.0`	непряма
PyPI	markupsafe	`3.0.3`	непряма
PyPI	mascope	`0.0.0`	непряма
PyPI	mascope-file	`—`	непряма
PyPI	mascope-file	`0.0.0`	непряма
PyPI	mascope-file-agent	`0.0.0`	непряма
PyPI	mascope-tof-agent	`0.0.0`	непряма
PyPI	matplotlib	`3.11.0`	непряма
PyPI	matplotlib-inline	`0.2.1`	непряма
PyPI	mdurl	`0.1.2`	непряма
PyPI	mistune	`3.3.2`	непряма
PyPI	multidict	`6.2.0`	непряма
PyPI	multipledispatch	`1.0.0`	непряма
PyPI	nanoid	`—`	непряма
PyPI	nanoid	`2.0.0`	непряма
PyPI	narwhals	`2.23.0`	непряма
PyPI	nbclient	`0.10.4`	непряма
PyPI	nbconvert	`7.17.1`	непряма
PyPI	nbformat	`5.10.4`	непряма
PyPI	nest-asyncio	`—`	непряма
PyPI	nest-asyncio	`1.6.0`	непряма
PyPI	notebook-shim	`0.2.4`	непряма
PyPI	numba	`0.65.0`	непряма
PyPI	numcodecs	`0.15.1`	непряма
PyPI	numpy	`—`	непряма
PyPI	numpy	`1.26.4`	непряма
PyPI	numpy	`2.4.6`	непряма
PyPI	openpyxl	`—`	непряма
PyPI	openpyxl	`3.1.5`	непряма
PyPI	opentfraw	`—`	непряма
PyPI	opentfraw	`1.2.0`	непряма
PyPI	packaging	`24.2`	непряма
PyPI	packaging	`26.1`	непряма
PyPI	packaging	`26.2`	непряма
PyPI	pandas	`—`	непряма
PyPI	pandas	`2.2.3`	непряма
PyPI	pandas	`2.3.3`	непряма
PyPI	pandas	`3.0.3`	непряма
PyPI	pandocfilters	`1.5.1`	непряма
PyPI	param	`2.3.3`	непряма
PyPI	parso	`0.8.6`	непряма
PyPI	partd	`1.4.2`	непряма
PyPI	pefile	`2023.2.7`	непряма
PyPI	pefile	`2024.8.26`	непряма
PyPI	pexpect	`4.9.0`	непряма
PyPI	pillow	`—`	непряма
PyPI	pillow	`12.2.0`	непряма
PyPI	platformdirs	`4.9.6`	непряма
PyPI	plotly	`5.24.1`	непряма
PyPI	pluggy	`1.6.0`	непряма
PyPI	polars	`—`	непряма
PyPI	polars	`1.39.3`	непряма
PyPI	polars-runtime-32	`1.39.3`	непряма
PyPI	prometheus-client	`0.25.0`	непряма
PyPI	prompt-toolkit	`3.0.52`	непряма
PyPI	propcache	`0.3.1`	непряма
PyPI	psutil	`7.2.2`	непряма
PyPI	psycopg2-binary	`—`	непряма
PyPI	psycopg2-binary	`2.9.11`	непряма
PyPI	ptyprocess	`0.7.0`	непряма
PyPI	pure-eval	`0.2.3`	непряма
PyPI	pwdlib	`0.3.0`	непряма
PyPI	pyarrow	`—`	непряма
PyPI	pyarrow	`23.0.1`	непряма
PyPI	pycparser	`3.0`	непряма
PyPI	pyct	`0.6.0`	непряма
PyPI	pydantic	`—`	непряма
PyPI	pydantic	`2.11.1`	непряма
PyPI	pydantic	`2.13.4`	непряма
PyPI	pydantic-core	`2.33.0`	непряма
PyPI	pydantic-core	`2.46.4`	непряма
PyPI	pygments	`2.19.1`	непряма
PyPI	pygments	`2.20.0`	непряма
PyPI	pyinstaller	`6.12.0`	непряма
PyPI	pyinstaller	`6.20.0`	непряма
PyPI	pyinstaller-hooks-contrib	`2025.2`	непряма
PyPI	pyinstaller-hooks-contrib	`2026.5`	непряма
PyPI	pyjwt	`2.13.0`	непряма
PyPI	pyparsing	`3.3.2`	непряма
PyPI	pyteomics	`—`	непряма
PyPI	pyteomics	`5.0`	непряма
PyPI	pytest	`—`	непряма
PyPI	pytest	`9.1.1`	непряма
PyPI	pytest-alembic	`0.12.1`	непряма
PyPI	pytest-asyncio	`1.4.0`	непряма
PyPI	python-dateutil	`2.9.0.post0`	непряма
PyPI	python-dotenv	`—`	непряма
PyPI	python-dotenv	`1.2.2`	непряма
PyPI	python-engineio	`4.11.2`	непряма
PyPI	python-engineio	`4.13.3`	непряма
PyPI	python-json-logger	`4.1.0`	непряма
PyPI	python-multipart	`—`	непряма
PyPI	python-multipart	`0.0.31`	непряма
PyPI	python-socketio	`—`	непряма
PyPI	python-socketio	`5.16.1`	непряма
PyPI	python-socketio	`5.16.3`	непряма
PyPI	pythonnet	`—`	непряма
PyPI	pythonnet	`3.1.0`	непряма
PyPI	pytz	`2025.2`	непряма
PyPI	pywin32-ctypes	`0.2.3`	непряма
PyPI	pywinpty	`3.0.3`	непряма
PyPI	pyyaml	`—`	непряма
PyPI	pyyaml	`6.0.3`	непряма
PyPI	pyzmq	`27.1.0`	непряма
PyPI	redis	`—`	непряма
PyPI	redis	`7.4.0`	непряма
PyPI	referencing	`0.37.0`	непряма
PyPI	requests	`—`	непряма
PyPI	requests	`2.32.3`	непряма
PyPI	requests	`2.34.2`	непряма
PyPI	requirements-parser	`0.13.0`	непряма
PyPI	rfc3339-validator	`0.1.4`	непряма
PyPI	rfc3986-validator	`0.1.1`	непряма
PyPI	rfc3987-syntax	`1.1.0`	непряма
PyPI	rich	`—`	непряма
PyPI	rich	`13.9.4`	непряма
PyPI	rpds-py	`0.30.0`	непряма
PyPI	ruff	`0.15.20`	непряма
PyPI	ruptures	`—`	непряма
PyPI	ruptures	`1.1.10`	непряма
PyPI	scikit-learn	`1.9.0`	непряма
PyPI	scipy	`—`	непряма
PyPI	scipy	`1.17.1`	непряма
PyPI	send2trash	`2.1.0`	непряма
PyPI	setuptools	`78.1.0`	непряма
PyPI	setuptools	`82.0.1`	непряма
PyPI	shellingham	`1.5.4`	непряма
PyPI	simple-websocket	`1.1.0`	непряма
PyPI	six	`1.17.0`	непряма
PyPI	soupsieve	`2.8.3`	непряма
PyPI	sqlalchemy	`—`	непряма
PyPI	sqlalchemy	`2.0.49`	непряма
PyPI	stack-data	`0.6.3`	непряма
PyPI	starlette	`1.3.1`	непряма
PyPI	tenacity	`9.1.4`	непряма
PyPI	terminado	`0.18.1`	непряма
PyPI	threadpoolctl	`3.6.0`	непряма
PyPI	tinycss2	`1.4.0`	непряма
PyPI	tomli	`2.4.1`	непряма
PyPI	toolz	`1.1.0`	непряма
PyPI	tornado	`6.5.7`	непряма
PyPI	tqdm	`—`	непряма
PyPI	tqdm	`4.67.3`	непряма
PyPI	tqdm	`4.68.4`	непряма
PyPI	traitlets	`5.14.3`	непряма
PyPI	tuspyserver	`4.1.3`	непряма
PyPI	typer	`—`	непряма
PyPI	typer	`0.26.8`	непряма
PyPI	typing-extensions	`4.13.0`	непряма
PyPI	typing-extensions	`4.15.0`	непряма
PyPI	typing-inspection	`0.4.0`	непряма
PyPI	typing-inspection	`0.4.2`	непряма
PyPI	tzdata	`2025.2`	непряма
PyPI	tzdata	`2026.1`	непряма
PyPI	tzdata	`2026.2`	непряма
PyPI	uncertainties	`3.2.3`	непряма
PyPI	uri-template	`1.3.0`	непряма
PyPI	urllib3	`2.3.0`	непряма
PyPI	urllib3	`2.7.0`	непряма
PyPI	uv-build	`—`	непряма
PyPI	uvicorn	`—`	непряма
PyPI	uvicorn	`0.34.3`	непряма
PyPI	voila	`0.5.12`	непряма
PyPI	watchdog	`4.0.2`	непряма
PyPI	wcwidth	`0.6.0`	непряма
PyPI	webcolors	`25.10.0`	непряма
PyPI	webencodings	`0.5.1`	непряма
PyPI	websocket-client	`—`	непряма
PyPI	websocket-client	`1.9.0`	непряма
PyPI	websockets	`16.0`	непряма
PyPI	widgetsnbextension	`4.0.15`	непряма
PyPI	win32-setctime	`1.2.0`	непряма
PyPI	wrapt	`1.17.2`	непряма
PyPI	wrapt	`2.1.2`	непряма
PyPI	wsproto	`1.2.0`	непряма
PyPI	wsproto	`1.3.2`	непряма
PyPI	xarray	`—`	непряма
PyPI	xarray	`2025.10.1`	непряма
PyPI	xarray	`2026.4.0`	непряма
PyPI	yarl	`1.18.3`	непряма
PyPI	zarr	`2.18.2`	непряма

Звіт у форматі JSON машиночитний

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      "pushed_at": "2026-07-14T08:36:25Z",
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      "owner_type": "Organization",
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        {
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                "key": "linter_config",
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            "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": 3
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 70,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "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": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 5044
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 73,
            "inputs": {
              "has_nix": true,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "libraries/sdk/src/mascope_sdk/py.typed",
                "server/frontend/jsconfig.json"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "eslint.config.js",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "libraries/sdk/src/mascope_sdk/py.typed, server/frontend/jsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "libraries/sdk/src/mascope_sdk/py.typed, server/frontend/jsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, Nix, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, Nix, 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 7",
                "points": 7,
                "status": "partial",
                "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": 74796,
              "source_files_sampled": 738,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (libraries/sdk/src/mascope_sdk/py.typed, server/frontend/jsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "libraries/sdk/src/mascope_sdk/py.typed, server/frontend/jsconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/738 source files over 60KB",
                "points": 54.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 738,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks",
                "sample",
                "samples"
              ],
              "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, notebooks, sample, samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks, sample, samples"
                    }
                  }
                ],
                "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": [
    "Could not fetch pypi package 'mascope' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-15T17:11:20.864523Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/karsa-oy/mascope.svg",
  "full_name": "karsa-oy/mascope",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v0.11.0 — повна методологія · вікі метрик.

Як окремий результат виглядає на тлі всього реєстру: сукупна статистика.

0/60	Зірки — 2 зірок
0/25	Форки — 1 форків
0/15	Спостерігачі — 1 спостерігачів

forks	1
stars	2
watchers	1
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

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