Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 2.1.0 · 2026-07-31 06:44 UTC

matrix-org / matrix-python-sdk

Matrix Client-Server SDK for Python 2 and 3

PythonApache-2.0★ 266 зірок⑂ 118 форківз січ. 2015 р.Переглянути на GitHub ↗

matrix-org/matrix-python-sdk має індекс здоров’я 28 зі 100, що відповідає смузі «У зоні ризику». Найвищий показник — Community & Adoption (68/100), найнижчий — Vitality (18/100). Останнє оновлення було 1383 дні тому. Більшість нещодавньої роботи виконують 2 учасники.

28
загалом / 100
У зоні ризику

Індекс здоров'я програмного забезпечення

Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє зважене середнє, відкаліброване за розподілом публічного реєстру, тож діапазони мають перцентильний зміст; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 34 («У зоні ризику»).

28
Винятковий93-100Верхній щабель реєстру (≈ топ-5%); відповідає практично всім перевіреним критеріям
Відмінний80-92Сильний за всіма напрямами; незначні прогалини
Добрий65-79Здоровий; прогалини обмежені та керовані
Помірний50-64Прийнятний, але з помітними прогалинами; рекомендовано перевірку
Слабкий35-49Суттєві недоліки в кількох сферах
У зоні ризику20-34Суттєві слабкі місця; впровадження потребує обережності
Критичний1-19Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

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.

Зважений загальний бал 48 калібровано до 47 за шкалою опублікованого індексу (калібрування реєстру 2026-08-02).

Власність

The Matrix.org FoundationОрганізація
6 787 підписників331 публічний репозиторійз серп. 2014 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
PyPImatrix_client0.4.0-121830 днів томуchatsdkmatrixmatrix.org

Метрики за категоріями

Життєздатність

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

18Критичний · 21% загального індексу
Як обчислюється оцінка
0/36Свіжість push — останній push 1 383 дн. тому
0/36Ритм комітів — 0/52 тижнів із комітами
0/18Обсяг комітів — 0 комітів за останній рік
0/10OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Використані вхідні дані
commits_last_year0
human_commit_share1
days_since_last_push1 383
active_weeks_last_year0
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 8 релізів
0/36Свіжість релізів — останній реліз 1 830 дн. тому
12.6/27Ритм релізів — реліз кожні ~272,7 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count8
latest_release_tagv0.4.0
releases_from_tagsні
days_since_latest_release1 830
mean_days_between_releases272,7
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.

Спільнота та впровадження

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

68Добрий · 17% загального індексу
Як обчислюється оцінка
39.3/60Зірки — 266 зірок
17.2/25Форки — 118 форків
9.2/15Спостерігачі — 46 спостерігачів
Використані вхідні дані
forks118
stars266
watchers46
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (Apache-2.0)
18/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
readme_badges
has_contributingтак
has_issue_templateні
has_code_of_conductні
readme_badge_services
has_pull_request_templateні

Сталість та врядування

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

68Добрий · 23% загального індексу
Як обчислюється оцінка
25.2/54Бас-фактор — на 2 контриб’ютор(ів) припадає половина всіх комітів
13.9/22.5Розподіл комітів — головний контриб’ютор — автор 38% комітів
13.5/13.5Широта контриб’юторів — 47 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 18 contributing companies or organizations
Використані вхідні дані
bus_factor2
contributors_sampled47
top_contributor_share0,382
Як обчислюється оцінка
25.5/42Вирішення issue — закрито 61% issue
21.9/30Прийняття PR — злито 148/203 вирішених PR
0/13Newcomer PR acceptance — за 30 дн. не вирішено жодного PR від новачка
6/15OpenSSF Scorecard: Code-Review — Found 8/17 approved changesets -- score normalized to 4
Використані вхідні дані
merged_prs148
open_issues43
closed_issues66
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0,606
closed_unmerged_prs55
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Виключено з оцінювання (немає даних або не застосовно): newcomer_pr_acceptance. Залишкові ваги перенормовано.
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
25/25Охоплення власника — 6 787 підписників у matrix-org
25/25Послужний список — 331 публічних репозиторіїв, вік облікового запису ~11 р.
Використані вхідні дані
followers6 787
owner_typeOrganization
is_verified
owner_loginmatrix-org
public_repos331
account_age_days4 371
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
4/35Свіжість публікацій — остання публікація 1 830 дн. тому
20/20Історія версій — 12 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesmatrix_client
ecosystemspypi
any_deprecatedні
min_days_since_publish1 830

Інженерна якість

Чи наявні базові інженерні практики та документація?

44Слабкий · 19% загального індексу

Інженерні практики

24У зоні ризику
Як обчислюється оцінка
0/24Процеси CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 13 merged PRs checked by a CI test -- score normalized to 0
Використані вхідні дані
has_ciні
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні
Як обчислюється оцінка
30/30README
25/25Каталог документації
0/15Сайт документації / домашня сторінка
10/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics
has_wikiтак
homepage
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?

47Слабкий · 16% загального індексу

Стан безпеки

40Слабкий
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 0 out of 13 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3/7.5Code-Review — Found 8/17 approved changesets -- score normalized to 4
2.5/2.5Contributors — project has 18 contributing companies or organizations
0/10Dangerous-Workflow — немає даних
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
0/7.5Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging — немає даних
0/5Pinned-Dependencies — немає даних
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — немає даних
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated13
scorecard_versionv5.5.0
checks_inconclusive5
scorecard_aggregate4
Виключено з оцінювання (немає даних або не застосовно): dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions. Залишкові ваги перенормовано.
Як обчислюється оцінка
14/35Прямі залежності без відомих сповіщень — уражено 1: urllib3 1.26.20 (high 7.5)
25/25Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень
33.7/40Немає задавнених сповіщень — 1 пакет(ів) зі сповіщеннями без реакції понад 90 дн.; найдавніше опубліковано 407 дн. тому
Використані вхідні дані
sourceosv
advisories10
affected_packages1
assessed_packages5
unassessed_packages0
affected_by_severityhigh 1
direct_affected_packages1
Звірено з runtime-замиканням залежностей pypi:matrix_client@0.4.0 — тим, що тягне за собою встановлення опублікованого пакета, — 5 пакетів. Досяжність не аналізується.

Готовність до ШІ

Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Має свідомо малу вагу (4%): агентний інструментарій — реальний сигнал супроводу, але репозиторій без нього все одно може отримати 100/100.

37Слабкий · 4% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
16.5/40Читабельна історія комітів — намір зазначено у 31 з 100 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,31
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
18/18Розгортання однією командою — docs/Makefile
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
0/11Статична перевірка типів
0/10Відтворюване середовище
0/10Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
0/10OpenSSF Scorecard: Pinned-Dependencies — немає даних
Використані вхідні дані
has_nixні
has_testsтак
lockfiles
has_dockerfileні
typed_languageні
bootstrap_filesdocs/Makefile
has_devcontainerні
has_linter_configні
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Pinned-Dependencies. Залишкові ваги перенормовано.
Як обчислюється оцінка
0/45Типізований код — Python без конфігурації перевірки типів
55/55Керовані розміри файлів — 0/24 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes39 415
source_files_sampled24
oversized_source_files0
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
0/20Сервер MCP
40/40Придатні до запуску приклади — samples
Використані вхідні дані
example_dirssamples
has_mcp_signalні
api_schema_files

Ключові факти

266зірок GitHub
47контриб'юторів
0комітів за останні 12 місяців
1 383днів від останнього пушу
8релізів
2бас-фактор
43відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

Докладніше

Історія зірок і форків 0 ★ / 118 ⇿
0Зірки
118Форки
8Релізи

Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.

02040608010012011142015-022020-052025-08
Мажорні 0Мінорні 3Патчі 5

Кожна точка охоплює 10 днів.

OpenSSF Scorecard 4.0 / 10
4.0сукупно

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 · 2026-07-31 06:43 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 13 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 8/17 approved changesets -- score normalized to 4
10Contributorsproject has 18 contributing companies or organizations
н/дDangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
н/дPackagingpackaging workflow not detected
н/дPinned-Dependenciesno dependencies found
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
н/дSigned-Releasesno releases found
н/дToken-PermissionsNo tokens found
10Vulnerabilities0 existing vulnerabilities detected
Усі залежності 4

Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 4 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
PyPIpytestнепряма
PyPIrequestsнепряма
PyPIresponsesнепряма
PyPIurllib3непряма
Сповіщення про залежності 1

Встановлення pypi:matrix_client@0.4.0 тягне 5 пакетів, прямих і транзитивних: 1 мають відомі сповіщення, з них 1 — прямі залежності.

ПакетВерсіяЗв'язокКритичністьСповіщеньВиправлено в
urllib31.26.20прямависока102.7.0

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 2849,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Python": 161144
      },
      "pushed_at": "2022-10-16T09:13:19Z",
      "created_at": "2015-01-06T09:17:45Z",
      "owner_type": "Organization",
      "updated_at": "2026-05-26T06:59:38Z",
      "description": "Matrix Client-Server SDK for Python 2 and 3",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "master",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://www.matrix.org",
      "name": "The Matrix.org Foundation",
      "type": "Organization",
      "login": "matrix-org",
      "company": null,
      "location": null,
      "followers": 6787,
      "avatar_url": "https://avatars.githubusercontent.com/u/8418310?v=4",
      "created_at": "2014-08-11T15:36:25Z",
      "is_verified": null,
      "public_repos": 331,
      "account_age_days": 4371
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2021-07-26T12:03:01Z"
        },
        {
          "tag": "v0.3.2",
          "kind": "patch",
          "published_at": "2018-06-22T02:25:10Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2018-04-18T17:18:24Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2018-03-27T01:22:25Z"
        },
        {
          "tag": "v0.0.6",
          "kind": "patch",
          "published_at": "2017-03-10T17:32:26Z"
        },
        {
          "tag": "v0.0.5",
          "kind": "patch",
          "published_at": "2016-10-14T12:21:45Z"
        },
        {
          "tag": "v0.0.4",
          "kind": "patch",
          "published_at": "2016-08-10T13:50:24Z"
        },
        {
          "tag": "v0.0.3",
          "kind": "patch",
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              "ecosystems": "pypi",
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                "key": "published_resolvable",
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                "points": 25,
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                "max_points": 25
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                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 1830 days ago",
                "points": 4,
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                    "code": "publish_recency",
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                "key": "version_history",
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                "points": 20,
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              {
                "key": "not_deprecated",
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                "points": 20,
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        ],
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      },
      {
        "key": "engineering",
        "band": "weak",
        "name": "Engineering Quality",
        "value": 44,
        "weight": 0.19,
        "metrics": [
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            "note": null,
            "notes": [],
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              {
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                "key": "openssf_scorecard_ci_tests",
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          },
          {
            "key": "documentation",
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            "notes": [],
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                "key": "wiki",
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                "points": 10,
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            ]
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        "description": "Are baseline engineering and documentation practices in place?"
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        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
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            "notes": [
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                "code": "excluded_no_data",
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                "status": "excluded",
                "details": [
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                    "params": {}
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                "key": "dependency_update_tool",
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                "status": "missed",
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              },
              {
                "key": "fuzzing",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
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              {
                "key": "license",
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                "status": "met",
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                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
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                "points": 0,
                "status": "excluded",
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                "status": "excluded",
                "details": [
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                  }
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                "key": "sast",
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                "status": "missed",
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                "key": "security_policy",
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                "status": "met",
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                ],
                "max_points": 7.5
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                "key": "token_permissions",
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                "points": 0,
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                "details": [
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                    "code": "no_data",
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                  }
                ],
                "max_points": 7.5
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                "key": "vulnerabilities",
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          },
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            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Matched the pypi:matrix_client@0.4.0 runtime dependency closure — what installing the published package pulls in — 5 packages. Reachability is not analyzed.",
            "notes": [
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                "code": "advisories_scope_published",
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                  "package": "pypi:matrix_client@0.4.0",
                  "assessed": 5
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              {
                "code": "advisories_reachability",
                "params": {}
              }
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              "assessed_packages": 5,
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              "affected_by_severity": "high 1",
              "direct_affected_packages": 1
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            "components": [
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                "key": "direct_dependencies_free_of_known_advisories",
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                "detail": "1 affected: urllib3 1.26.20 (high 7.5)",
                "points": 14,
                "status": "partial",
                "details": [
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                ],
                "max_points": 35
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                "key": "indirect_dependencies_free_of_known_advisories",
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                "status": "met",
                "details": [
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                "key": "no_advisories_left_outstanding",
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            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 5,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
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            "components": [
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                "key": "no_dependency_reported_as_a_malicious_package",
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                "status": "met",
                "details": [
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          {
            "key": "high_risk_jurisdiction_exposure",
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            "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": [
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                "code": "jurisdiction_evidence_limits",
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            "value": 100,
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              "commit_weight_rule": {
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                "key": "policy_exposure_multiplier",
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        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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      {
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        "weight": 0.04,
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                "points": 0,
                "status": "missed",
                "details": [
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                "key": "automated_maintenance",
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                "points": 0,
                "status": "missed",
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                  {
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                  }
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                "max_points": 8
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              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
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            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
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              "largest_source_bytes": 39415,
              "source_files_sampled": 24,
              "oversized_source_files": 0
            },
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                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
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                  }
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                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/24 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
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          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
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            "notes": [],
            "value": 40,
            "inputs": {
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              "has_mcp_signal": false,
              "api_schema_files": []
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            "components": [
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "mcp_server",
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                "key": "runnable_examples",
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        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
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  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-31T06:44:15.868507Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/matrix-org/matrix-python-sdk.svg",
  "full_name": "matrix-org/matrix-python-sdk",
  "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 v2.1.0, схема v0.27.0 — повна методологія · вікі метрик.

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