Звіт про здоров'я програмного забезпеченнясхема 0.14.0 · метрики 1.13.0 · 2026-07-18 17:13 UTC

KestrelSovereignAI / kestrel-sovereign

Constitutional AI Agent Framework with cryptographic identity (DIDs)

Python · JavaScriptApache-2.0★ 7 зірок⑂ 2 форкиз лют. 2026 р.Переглянути на GitHub ↗

KestrelSovereignAI/kestrel-sovereign має індекс здоров’я 64 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (85/100), найнижчий — Security (50/100). Останнє оновлення — сьогодні. 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

Kestrel Sovereign AIОрганізація

1 підписник18 публічних репозиторіївз лют. 2026 р.Kestrel Sovereign AI

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	kestrel_sovereign	0.47.0	6 798	63	0 днів тому	agents ai constitutional-ai cryptographic-identity did llm open-source sovereign

Метрики за категоріями

Життєздатність

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

85Відмінний · 22% загального індексу

Активність розробки

81Добрий

Як обчислюється оцінка

36/36	Свіжість push — останній push 0 дн. тому
16.6/36	Ритм комітів — 24/52 тижнів із комітами
18/18	Обсяг комітів — 2 039 комітів за останній рік
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10

Використані вхідні дані

commits_last_year	2 039
human_commit_share	—
days_since_last_push	0
active_weeks_last_year	24

Дисципліна релізів

90Відмінний

Як обчислюється оцінка

27/27	Випускає релізи — опубліковано 63 релізів
36/36	Свіжість релізів — останній реліз 0 дн. тому
27/27	Ритм релізів — реліз кожні ~1,1 дн.
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Використані вхідні дані

releases_count	63
latest_release_tag	v0.47.0
releases_from_tags	ні
days_since_latest_release	0
mean_days_between_releases	1,1

Спільнота та впровадження

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

51Помірний · 18% загального індексу

Здоров'я спільноти

85Відмінний

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
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	так
has_pull_request_template	ні

Впровадження в екосистемі (завантаження)

64Помірний

Як обчислюється оцінка

51.1/80	Щомісячні завантаження — 6 798 завантажень/місяць у pypi
0/20	Залежні пакети в реєстрі — ця екосистема цього не повідомляє

Використані вхідні дані

packages	kestrel_sovereign
dependents	—
ecosystems	pypi
total_downloads	—
monthly_downloads	6 798

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?

57Помірний · 24% загального індексу

Стійкість мейнтейнерів (бас-фактор)

21Критичний

Як обчислюється оцінка

9/54	Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
2/22.5	Розподіл комітів — головний контриб’ютор — автор 91% комітів
6.8/13.5	Широта контриб’юторів — 5 контриб’юторів
3/10	OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3

Використані вхідні дані

bus_factor	1
contributors_sampled	5
top_contributor_share	0,912

Реактивність на issue та PR

80Добрий

Як обчислюється оцінка

43.2/46.8	Вирішення issue — закрито 92% issue
36.8/38.3	Прийняття PR — злито 1 273/1 324 вирішених PR
0/15	OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0

Використані вхідні дані

merged_prs	1 273
open_issues	98
closed_issues	1 174
issue_closed_ratio	0,923
closed_unmerged_prs	51

Власність та опіка

42У зоні ризику

Як обчислюється оцінка

30/30	Підтримка власника — у власності організації
0/20	Верифікований домен
2.2/25	Охоплення власника — 1 підписників у KestrelSovereignAI
10.2/25	Послужний список — 18 публічних репозиторіїв, вік облікового запису ~0 р.

Використані вхідні дані

followers	1
owner_type	Organization
is_verified	—
owner_login	KestrelSovereignAI
public_repos	18
account_age_days	166

Супровід пакетів

100Відмінний

Як обчислюється оцінка

25/25	Опубліковано й доступно — 1 пакет(ів) у pypi
35/35	Свіжість публікацій — остання публікація 0 дн. тому
20/20	Історія версій — 63 опублікованих версій
20/20	Не застарілий — активний, не deprecated і не yanked

Використані вхідні дані

packages	kestrel_sovereign
ecosystems	pypi
any_deprecated	ні
min_days_since_publish	0

Інженерна якість

Чи наявні базові інженерні практики та документація?

71Добрий · 20% загального індексу

Інженерні практики

68Помірний

Як обчислюється оцінка

24/24	Процеси CI — 9 процес(ів) CI
24/24	Наявні тести
0/16	Конфігурація лінтера
0/9.6	Pre-commit-хуки
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 28 out of 28 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	ні
has_precommit_config	ні

Документація

75Добрий

Як обчислюється оцінка

30/30	README
25/25	Каталог документації
0/15	Сайт документації / домашня сторінка
10/10	Опис репозиторію
0/10	Теми
10/10	Wiki

Використані вхідні дані

topics	—
has_wiki	так
homepage	—
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?

50Помірний · 16% загального індексу

Стан безпеки

50Помірний

Як обчислюється оцінка

7.5/7.5	Binary-Artifacts — no binaries found in the repo
2.2/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 28 out of 28 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 0/30 approved changesets -- score normalized to 0
0.8/2.5	Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5	Dependency-Update-Tool — no update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	Ліцензія — license file detected
7.5/7.5	Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
1.5/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
0/5	SAST — SAST tool is not run on all commits -- score normalized to 0
5/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5	Vulnerabilities — 0 existing vulnerabilities detected

Використані вхідні дані

source	openssf_scorecard
checks_evaluated	18
scorecard_version	v5.5.0
checks_inconclusive	0
scorecard_aggregate	5

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.

54Помірний · 0% загального індексу

Контекст і настанови для агентів

75Добрий

Як обчислюється оцінка

45/45	Інструкції для агентів — .cursorrules, .github/instructions/github-copilot-instructions.instructions.md, .windsurfrules, AGENTS.md, 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	.cursorrules, .github/instructions/github-copilot-instructions.instructions.md, .windsurfrules, AGENTS.md, CLAUDE.md
agent_instruction_max_bytes	16 083

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

Цикл верифікації (збірка / тести / перевірка типів)

43У зоні ризику

Як обчислюється оцінка

0/18	Розгортання однією командою
22/22	Автоматизовані тести
0/11	Конфігурація лінтера / форматера
0/11	Статична перевірка типів
10/10	Відтворюване середовище — devcontainer, Dockerfile, lockfile
0/10	Підтверджена практика роботи з агентами — немає даних
0/8	Автоматизоване супроводження — немає даних
3/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3

Використані вхідні дані

has_nix	ні
has_tests	так
lockfiles	package-lock.json, uv.lock
has_dockerfile	так
typed_language	ні
bootstrap_files	—
has_devcontainer	так
has_linter_config	ні
typecheck_configs	—
agent_commit_share	—
toolchain_manifests	—
dependency_bot_commit_share	—

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

Читабельність коду для моделей

54Помірний

Як обчислюється оцінка

0/45	Типізований код — Python без конфігурації перевірки типів
53.5/55	Керовані розміри файлів — 43/1 566 файлів вихідного коду понад 60 КБ

Використані вхідні дані

primary_language	Python
largest_source_bytes	233 593
source_files_sampled	1 566
oversized_source_files	43

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 — demos, examples

Використані вхідні дані

example_dirs	demos, examples
has_mcp_signal	ні
api_schema_files	—

Ключові факти

7зірок GitHub

5контриб'юторів

2 039комітів за останні 12 місяців

0днів від останнього пушу

63релізів

1бас-фактор

98відкритих issue

npm, PyPIпакетних екосистем

Докладніше

OpenSSF Scorecard 5.0 / 10

5.0сукупно

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 · 2026-07-18 17:13 UTC

10	Binary-Artifacts	no binaries found in the repo
3	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	28 out of 28 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 0/30 approved changesets -- score normalized to 0
3	Contributors	project has 1 contributing companies or organizations -- score normalized to 3
10	Dangerous-Workflow	no dangerous workflow patterns detected
0	Dependency-Update-Tool	no update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
3	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 3
0	SAST	SAST tool is not run on all commits -- score normalized to 0
10	Security-Policy	security policy file detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
10	Vulnerabilities	0 existing vulnerabilities detected

Прямі залежності 58

Реєстр	Пакет	Обмеження версії	Маніфест
npm	@kestrel/flight	`file:../kestrel-flight`	package.json
PyPI	kestrel-sovereign-sdk	`>=0.30.1,<0.31`	pyproject.toml
PyPI	fastapi	`==0.136.3`	pyproject.toml
PyPI	uvicorn	`==0.48.0`	pyproject.toml
PyPI	pydantic	`==2.13.4`	pyproject.toml
PyPI	aiohttp	`>=3.14.1`	pyproject.toml
PyPI	httpx	`>=0.27.0`	pyproject.toml
PyPI	requests	`>=2.33.0`	pyproject.toml
PyPI	openai	`>=2.0.0,<3`	pyproject.toml
PyPI	httplib2	`>=0.32.0`	pyproject.toml
PyPI	ollama	`>=0.6.1`	pyproject.toml
PyPI	aiosqlite	`>=0.21.0`	pyproject.toml
PyPI	asyncpg	`>=0.30.0`	pyproject.toml
PyPI	psycopg2-binary	`>=2.9.10`	pyproject.toml
PyPI	sqlalchemy	`>=2.0`	pyproject.toml
PyPI	pgvector	`>=0.3.0`	pyproject.toml
PyPI	cryptography	`>=48.0.1`	pyproject.toml
PyPI	pycryptodome	`==3.23.0`	pyproject.toml
PyPI	PyJWT	`>=2.13.0`	pyproject.toml
PyPI	slowapi	`>=0.1.9`	pyproject.toml
PyPI	itsdangerous	`>=2.2.0`	pyproject.toml
PyPI	authlib	`>=1.3.0`	pyproject.toml
PyPI	redis	`>=6.4.0`	pyproject.toml
PyPI	python-dotenv	`==1.2.2`	pyproject.toml
PyPI	toml	`==0.10.2`	pyproject.toml
PyPI	PyYAML	`>=6.0`	pyproject.toml
PyPI	tree-sitter	`>=0.25,<1`	pyproject.toml
PyPI	tree-sitter-bash	`>=0.25,<1`	pyproject.toml
PyPI	questionary	`>=2.0.1`	pyproject.toml
PyPI	email-validator	`>=2.3.0`	pyproject.toml
PyPI	python-multipart	`>=0.0.30`	pyproject.toml
PyPI	pillow	`>=12.2.0`	pyproject.toml
PyPI	tiktoken	`>=0.13.0,<1`	pyproject.toml
PyPI	rank_bm25	`>=0.2.2`	pyproject.toml
PyPI	beautifulsoup4	`==4.14.3`	pyproject.toml
PyPI	soupsieve	`>=2.8.4`	pyproject.toml
PyPI	pypdf	`>=6.13.3`	pyproject.toml
PyPI	networkx	`==3.6.1`	pyproject.toml
PyPI	certifi	`==2026.5.20`	pyproject.toml
PyPI	charset-normalizer	`==3.4.7`	pyproject.toml
PyPI	idna	`==3.16`	pyproject.toml
PyPI	packaging	`==26.2`	pyproject.toml
PyPI	urllib3	`>=2.7.0`	pyproject.toml
PyPI	pygments	`==2.20.0`	pyproject.toml
PyPI	pluggy	`==1.6.0`	pyproject.toml
PyPI	iniconfig	`==2.3.0`	pyproject.toml
PyPI	google-auth	`>=2.40.3`	pyproject.toml
PyPI	google-genai	`>=1.0.0`	pyproject.toml
PyPI	google-cloud-logging	`>=3.5.0`	pyproject.toml
PyPI	google-cloud-secret-manager	`>=2.20.0`	pyproject.toml
PyPI	psutil	`>=7.1.3`	pyproject.toml
PyPI	numpy	`>=2.3.1`	pyproject.toml
PyPI	cbor2	`>=5.9.0`	pyproject.toml
PyPI	anthropic	`>=0.75.0`	pyproject.toml
PyPI	google-generativeai	`>=0.8.6`	pyproject.toml
PyPI	google-cloud-storage	`>=3.4.1`	pyproject.toml
PyPI	pqcrypto	`>=0.4.0`	pyproject.toml
PyPI	kestrel-llms	`==0.1.8`	pyproject.toml

Усі залежності 354

Повний розв'язаний набір залежностей із графа залежностей GitHub: 60 прямих і 294 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

Реєстр	Пакет	Версія	Зв'язок
npm	@kestrel/flight	`0.1.0`	пряма
PyPI	aiohttp	`3.14.1`	пряма
PyPI	aiosqlite	`0.22.1`	пряма
PyPI	anthropic	`0.117.0`	пряма
PyPI	asyncpg	`0.30.0`	пряма
PyPI	authlib	`1.7.2`	пряма
PyPI	beautifulsoup4	`4.14.3`	пряма
PyPI	cbor2	`6.1.3`	пряма
PyPI	certifi	`2026.5.20`	пряма
PyPI	charset-normalizer	`3.4.7`	пряма
PyPI	cryptography	`—`	пряма
PyPI	cryptography	`49.0.0`	пряма
PyPI	email-validator	`2.3.0`	пряма
PyPI	fastapi	`0.136.3`	пряма
PyPI	google-auth	`2.53.0`	пряма
PyPI	google-cloud-logging	`3.13.0`	пряма
PyPI	google-cloud-secret-manager	`2.28.0`	пряма
PyPI	google-cloud-storage	`3.4.1`	пряма
PyPI	google-genai	`2.6.0`	пряма
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PyPI	oauthlib	`3.3.1`	непряма
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PyPI	opentelemetry-util-http	`0.59b0`	непряма
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Звіт у форматі JSON машиночитний

{
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        "Go Template": 2577
      },
      "pushed_at": "2026-07-18T16:59:46Z",
      "created_at": "2026-02-01T22:36:34Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-18T16:59:24Z",
      "description": "Constitutional AI Agent Framework with cryptographic identity (DIDs)",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
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    "owner": {
      "blog": "https://github.com/KestrelSovereignAI/kestrel-sovereign",
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        "repo-map.yml",
        "weekly-analysis.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
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        "uv.lock"
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      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
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            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
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            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
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            "reason": "28 out of 28 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
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          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
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            "reason": "Found 0/30 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
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          {
            "name": "Contributors",
            "score": 3,
            "reason": "project has 1 contributing companies or organizations -- score normalized to 3",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
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            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
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            "reason": "30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 3,
            "reason": "dependency not pinned by hash detected -- score normalized to 3",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
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          {
            "name": "SAST",
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            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
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          {
            "name": "Signed-Releases",
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            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
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          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
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          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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        ],
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      "has_security_policy": true,
      "has_dependabot_config": false
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  "source": {
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      "key": "overall",
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      "note": null,
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        "vitality": 85,
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      "components": []
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    "categories": [
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        "key": "vitality",
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        "name": "Vitality",
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        "metrics": [
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            "key": "development_activity",
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                "max_points": 36
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                "key": "commit_cadence",
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                "detail": "24/52 weeks with commits",
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              {
                "key": "commit_volume",
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                "key": "openssf_scorecard_maintained",
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            "key": "release_discipline",
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            "components": [
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                "key": "ships_releases",
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                "key": "release_cadence",
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                "key": "watchers",
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                "details": [
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                    "code": "watchers",
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                "max_points": 15
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          {
            "key": "community_health",
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            "name": "Community health",
            "note": null,
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            "components": [
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                "key": "readme",
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                "max_points": 22.5
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                "key": "license",
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                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
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                  },
                  {
                    "code": "license_spdx",
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                ],
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              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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                "status": "met",
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              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
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                "key": "issue_template",
                "name": "Issue template",
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                "points": 0,
                "status": "missed",
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              },
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                "key": "pr_template",
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                "points": 0,
                "status": "missed",
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            ]
          },
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            "key": "ecosystem_adoption",
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            "name": "Ecosystem adoption (downloads)",
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            "notes": [
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              {
                "code": "weights_renormalized",
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            "value": 64,
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                  }
                ],
                "max_points": 80
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                "key": "registry_dependents",
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                "max_points": 20
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        ],
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      {
        "key": "governance",
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                "key": "commit_distribution",
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                "key": "openssf_scorecard_contributors",
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            "key": "responsiveness",
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            "notes": [],
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                "key": "pr_acceptance",
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                "key": "openssf_scorecard_code_review",
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            "key": "stewardship",
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            "notes": [],
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            "inputs": {
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              "is_verified": null,
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            "components": [
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                "key": "ownership_backing",
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                "key": "verified_domain",
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              {
                "key": "owner_reach",
                "name": "Owner reach",
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                "key": "track_record",
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            "key": "package_maintenance",
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            "note": null,
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            "inputs": {
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              "ecosystems": "pypi",
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            "components": [
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                "key": "published_resolvable",
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                "key": "publish_recency",
                "name": "Publish recency",
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              {
                "key": "version_history",
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                "key": "not_deprecated",
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                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 71,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "9 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "28 out of 28 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 50,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 5
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "28 out of 28 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow 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 3",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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": 1
            },
            "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": 54,
        "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": [
                ".cursorrules",
                ".github/instructions/github-copilot-instructions.instructions.md",
                ".windsurfrules",
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 16083
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".cursorrules, .github/instructions/github-copilot-instructions.instructions.md, .windsurfrules, AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".cursorrules, .github/instructions/github-copilot-instructions.instructions.md, .windsurfrules, AGENTS.md, 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": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 43,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": true,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": 0,
                "status": "missed",
                "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": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
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              "largest_source_bytes": 233593,
              "source_files_sampled": 1566,
              "oversized_source_files": 43
            },
            "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": "43/1566 source files over 60KB",
                "points": 53.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
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                      "oversized": 43
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "demos",
                "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": "demos, examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "demos, 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": "2026-07-18T17:13:49.321333Z",
  "schema_version": "0.14.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/KestrelSovereignAI/kestrel-sovereign.svg",
  "full_name": "KestrelSovereignAI/kestrel-sovereign",
  "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 v0.14.0 — повна методологія · вікі метрик.

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

12.6/60	Зірки — 7 зірок
0/25	Форки — 2 форків
0/15	Спостерігачі — 0 спостерігачів

forks	2
stars	7
watchers	0
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Індекс здоров'я програмного забезпечення

Профіль оцінок

Власність

Пакетні екосистеми

Метрики за категоріями

Ключові факти

Докладніше

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