Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-28 14:46 UTC

Infinidat / munch

A Munch is a Python dictionary that provides attribute-style access (a la JavaScript objects).

PythonMIT★ 785 зірок⑂ 85 форківз бер. 2012 р.форкПереглянути на GitHub ↗

Infinidat/munch має індекс здоров’я 26 зі 100, що відповідає смузі «Критичний». Найвищий показник — Sustainability & Governance (60/100), найнижчий — Vitality (15/100). Останнє оновлення було 783 дні тому. Більшість нещодавньої роботи виконує один учасник.

26
загалом / 100
Критичний

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.

26
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)
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.

Abandonment Policy applies a 60% multiplier to weighted overall health and gives it a ceiling of 49.

Власність

Infinidat Ltd.Організація
15 підписників174 публічні репозиторіїз квіт. 2012 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
PyPImunch4.0.0-151123 дні томуmunchdictmappingcontainercollection

Метрики за категоріями

Життєздатність

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

15Критичний · 22% загального індексу
Як обчислюється оцінка
0/36Свіжість push — останній push 783 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_push783
active_weeks_last_year0

Дисципліна релізів

36У зоні ризику
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 3 релізів
0/36Свіжість релізів — останній реліз 1 123 дн. тому
5.4/27Ритм релізів — реліз кожні ~1 082,5 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count3
latest_release_tag4.0.0
releases_from_tagsні
days_since_latest_release1 123
mean_days_between_releases1 082,5
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?

49У зоні ризику · 18% загального індексу
Як обчислюється оцінка
46.9/60Зірки — 785 зірок
16/25Форки — 85 форків
7.5/15Спостерігачі — 23 спостерігачів
Використані вхідні дані
forks85
stars785
watchers23
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
0/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeні
has_licenseні
has_contributingні
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні

Сталість та врядування

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

60Помірний · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
10.6/22.5Розподіл комітів — головний контриб’ютор — автор 53% комітів
13.5/13.5Широта контриб’юторів — 18 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations
Використані вхідні дані
bus_factor1
contributors_sampled18
top_contributor_share0,527
Як обчислюється оцінка
36.7/46.8Вирішення issue — закрито 78% issue
26.5/38.3Прийняття PR — злито 36/52 вирішених PR
4.5/15OpenSSF Scorecard: Code-Review — Found 9/26 approved changesets -- score normalized to 3
Використані вхідні дані
merged_prs36
open_issues11
closed_issues40
issue_closed_ratio0,784
closed_unmerged_prs16
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
8.7/25Охоплення власника — 15 підписників у Infinidat
25/25Послужний список — 174 публічних репозиторіїв, вік облікового запису ~14 р.
Використані вхідні дані
followers15
owner_typeOrganization
is_verified
owner_loginInfinidat
public_repos174
account_age_days5 210
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
4/35Свіжість публікацій — остання публікація 1 123 дн. тому
20/20Історія версій — 15 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesmunch
ecosystemspypi
any_deprecatedні
min_days_since_publish1 123

Інженерна якість

Чи наявні базові інженерні практики та документація?

52Помірний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 2 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера — .pylintrc, tox.ini
0/9.6Pre-commit-хуки
6.4/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 14 merged PRs checked by a CI test -- score normalized to 0
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigтак
has_linter_configтак
has_precommit_configні

Документація

25Критичний
Як обчислюється оцінка
0/30README
0/25Каталог документації
15/15Сайт документації / домашня сторінка — http://github.com/Infinidat/munch
0/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics
has_wikiтак
homepagehttp://github.com/Infinidat/munch
has_readmeні
has_docs_dirні
has_descriptionні

Безпека

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

38У зоні ризику · 16% загального індексу

Стан безпеки

38У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — немає даних
0/2.5CI-Tests — 0 out of 14 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
2.2/7.5Code-Review — Found 9/26 approved changesets -- score normalized to 3
2.5/2.5Contributors — project has 5 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
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 — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate3,8
Виключено з оцінювання (немає даних або не застосовно): branch_protection, packaging, signed_releases. Залишкові ваги перенормовано.

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.

41У зоні ризику · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
20.3/40Читабельна історія комітів — намір зазначено у 38 з 100 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,38
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — .pylintrc, tox.ini
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 — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfiles
has_dockerfileні
typed_languageні
bootstrap_filesMakefile
has_devcontainerні
has_linter_configтак
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
0/45Типізований код — Python без конфігурації перевірки типів
55/55Керовані розміри файлів — 0/7 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes22 499
source_files_sampled7
oversized_source_files0

Ключові факти

785зірок GitHub
18контриб'юторів
0комітів за останні 12 місяців
783днів від останнього пушу
3релізів
1бас-фактор
11відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Community profile unavailable
  • No resolved dependencies carried a version and a supported ecosystem

Докладніше

Історія зірок і форків 0 ★ / 85 ⇿
0Зірки
85Форки
3Релізи

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.

0204060801008522014-072020-022025-10
Мажорні 2Мінорні 1Патчі 0

Кожна точка охоплює 11 днів.

OpenSSF Scorecard 3.8 / 10
3.8сукупно

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 · 2026-07-28 14:46 UTC

10Binary-Artifactsno binaries found in the repo
н/дBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
0CI-Tests0 out of 14 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 9/26 approved changesets -- score normalized to 3
10Contributorsproject has 5 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
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
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Усі залежності 1

Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 1 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
PyPIimportlib-metadataнепряма
Сповіщення про залежності не оцінено

Звірка сповіщень не відбулася для цього звіту: No resolved dependencies carried a version and a supported ecosystem

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": true,
      "size_kb": 164,
      "has_wiki": true,
      "homepage": "http://github.com/Infinidat/munch",
      "languages": {
        "Python": 42055,
        "Makefile": 410
      },
      "pushed_at": "2024-06-05T07:50:35Z",
      "created_at": "2012-03-08T21:20:50Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-21T10:36:09Z",
      "description": "A Munch is a Python dictionary that provides attribute-style access (a la JavaScript objects).",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "develop",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "http://www.infinidat.com",
      "name": "Infinidat Ltd.",
      "type": "Organization",
      "login": "Infinidat",
      "company": null,
      "location": "Herzliya, Israel",
      "followers": 15,
      "avatar_url": "https://avatars.githubusercontent.com/u/1667528?v=4",
      "created_at": "2012-04-22T08:59:56Z",
      "is_verified": null,
      "public_repos": 174,
      "account_age_days": 5210
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": false
    },
    "activity": {
      "releases": [
        {
          "tag": "4.0.0",
          "kind": "major",
          "published_at": "2023-07-01T09:48:33Z"
        },
        {
          "tag": "3.0.0",
          "kind": "major",
          "published_at": "2023-05-14T12:27:50Z"
        },
        {
          "tag": "2.2.0",
          "kind": "minor",
          "published_at": "2017-07-27T10:02:52Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "d6a54cac0e0d913e27f7cf59064d0e4c13f82e27",
          "body": null,
          "is_bot": false,
          "headline": "remove dependabot",
          "author_name": "David Sternlicht",
          "author_login": "d1618033",
          "committed_at": "2023-07-01T09:55:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ce6d843b3f6c88ceb17cd0a2dab9f5ebdbf4f728",
          "body": null,
          "is_bot": false,
          "headline": "Update changelog for 4.0.0",
          "author_name": "David Sternlicht",
          "author_login": "d1618033",
          "committed_at": "2023-07-01T09:47:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb4681bf505196f953c19a3f91b3f1897f17bdec",
          "body": null,
          "is_bot": false,
          "headline": "remove six dependency (#97)",
          "author_name": "David Sternlicht",
          "author_login": "d1618033",
          "committed_at": "2023-07-01T09:39:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "13c503d5619177ec22aca27937bd69fcfffb8a5e",
          "body": "* issue-76: Update README with installation instructions\r\n\r\n* issue-76: remove travis",
          "is_bot": false,
          "headline": "issue-76: Update README with installation instructions (#95)",
          "author_name": "David Sternlicht",
          "author_login": "d1618033",
          "committed_at": "2023-05-14T12:42:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "edd16697f3000f8e418fb6bde8adc2a6c51aac32",
          "body": null,
          "is_bot": false,
          "headline": "Update changelog for 3.0.0",
          "author_name": "David Sternlicht",
          "author_login": "d1618033",
          "committed_at": "2023-05-14T12:26:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "013ebcae8b232e8c4d1f316fb57077fb0e43eb29",
          "body": null,
          "is_bot": false,
          "headline": "Create python-publish.yml",
          "author_name": "David Sternlicht",
          "author_login": "d1618033",
          "committed_at": "2023-05-14T10:50:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ac45751320a5f5db17d5b3372b21b9e4c5dd6c60",
          "body": null,
          "is_bot": false,
          "headline": "issue-91: Fix munchify for tuples of lists (#93)",
          "author_name": "David Sternlicht",
          "author_login": "d1618033",
          "committed_at": "2023-02-05T09:21:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28c1256e76c00f42aa9315015283f0bba8819c4c",
          "body": "Add a Dependabot configuration that checks once a week if the GitHub Actions are still using the latest version. If not, it opens a PR to update them.\r\n\r\nIt will actually open very few PRs, since we only have major versions specified (like v3), so only on a major v4 release it will update and open a PR.\r\n\r\nSee https://docs.github.com/en/code-security/dependabot/working-with-dependabot/keeping-your-actions-up-to-date-with-dependabot",
          "is_bot": false,
          "headline": "Add Dependabot configuration for GitHub Actions updates (#90)",
          "author_name": "Ewout ter Hoeven",
          "author_login": "EwoutH",
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        },
        {
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          "body": "* add upgrade pip and build tools\r\n\r\n* fix test readme\r\n\r\n* Install yaml too, remove skip older python versions\r\n\r\n* fix req\r\n\r\n* Install yaml for tests\r\n\r\n* restrict branches\r\n\r\n* remove unused import",
          "is_bot": false,
          "headline": "Fix CI (#89)",
          "author_name": "David Sternlicht",
          "author_login": "d1618033",
          "committed_at": "2022-10-24T07:41:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd5a3db49cd3971a16fdfa86377ed14f5811163c",
          "body": "* Require Python >=3.6\r\n\r\nDrop Python 2 and Python 3.5 and lower support, require at least Python 3.6.\r\n\r\nPython 3.6 is already end-of-life, but relatively easy to maintain. It allows for using f-strings and other modern functions. Python 3.7 is currently the oldest supported Python version.\r\n\r\n* Upgrade to Python 3\r\n\r\nUpgrade all code to Python 3 syntax with pyupgrade.\r\n\r\n* Upgrade to Python 3.6\r\n\r\nUpgrade all code to Python 3.6 syntax with pyupgrade --py36-plus.",
          "is_bot": false,
          "headline": "Require Python >=3.6 and upgrade syntax (#87)",
          "author_name": "Ewout ter Hoeven",
          "author_login": "EwoutH",
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          "is_coding_agent": false
        },
        {
          "oid": "098ca90ba8a6108a39f213d88825a53f4ef0836f",
          "body": "* CI: Add pylint job\r\n\r\n* CI: Install testing optional dependencies from setup.cfg\r\n\r\nInstall the testing dependencies from setup.cfg, including pylint, which makes sure the right version of pylint is installed",
          "is_bot": false,
          "headline": "CI: Add pylint job (#88)",
          "author_name": "Ewout ter Hoeven",
          "author_login": "EwoutH",
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          "body": "Fix https://github.com/Infinidat/munch/issues/81\r\n\r\nCo-authored-by: David Sternlicht <d1618033@gmail.com>",
          "is_bot": false,
          "headline": "Update __init__.py (#82)",
          "author_name": "Maxime Boissonneault",
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          "body": "* #75 Allow importing even when VERSION read fails\r\n\r\nSometimes the contents of `importlib_metadata.version(__name__)` do not only contain numbers. Sometimes `importlib_metadata.version(__name__)` fails completely.\r\n\r\nI observed that on pipenv/Google AppEngine Python 2.7.\r\n\r\nThis PR sets VERSION to \n[…]\ntlib_metadata.version fails\r\n\r\nCo-authored-by: Daniel Gillet <dan.gillet737@gmail.com>\r\n\r\nCo-authored-by: David Sternlicht <d1618033@gmail.com>\r\nCo-authored-by: Daniel Gillet <dan.gillet737@gmail.com>",
          "is_bot": false,
          "headline": "#75 Allow importing even when VERSION read fails (#77)",
          "author_name": "Maximillian Dornseif",
          "author_login": "mdornseif",
          "committed_at": "2022-10-18T16:18:54Z",
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        },
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          "body": "Prevents a pip upgrade issue on Windows",
          "is_bot": false,
          "headline": "CI: Upgrade pip in a separate step (#85)",
          "author_name": "Ewout ter Hoeven",
          "author_login": "EwoutH",
          "committed_at": "2022-10-18T16:11:47Z",
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        },
        {
          "oid": "723aa004c0a730bd1b4529a0a850109e1452fc8f",
          "body": "* Create CI configurations with GitHub Actions\r\n\r\nCreates a CI configuration with GitHub Actions that builds and tests munch on Python 3.7 to 3.10 and Ubuntu, Windows and macOS.\r\n\r\n* CI: Fix build matrix variable name\r\n\r\nReplace py by python-version\r\n\r\n* CI: Also install pytest\r\n\r\n* CI: Install requirements\r\n\r\n* CI: Add Python 3.11 job",
          "is_bot": false,
          "headline": "Create CI configurations with GitHub Actions (#83)",
          "author_name": "Ewout ter Hoeven",
          "author_login": "EwoutH",
          "committed_at": "2022-10-18T15:55:17Z",
          "body_truncated": false,
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        },
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          "oid": "23f7aa3011039551588b4ef34761a9c85d907cfc",
          "body": "* Add imports to README",
          "is_bot": false,
          "headline": "Add imports to README (#70)",
          "author_name": "David Sternlicht",
          "author_login": "d1618033",
          "committed_at": "2021-01-22T10:01:54Z",
          "body_truncated": false,
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        },
        {
          "oid": "cd361d64b32117e87725197a9802148bb19f79be",
          "body": "replace pkg_resources with importlib.metadata",
          "is_bot": false,
          "headline": "Merge pull request #64 from dhellmann/drop-pkg-resources",
          "author_name": "Leonid Genkin",
          "author_login": null,
          "committed_at": "2020-07-22T10:55:30Z",
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        },
        {
          "oid": "d0aeb0650d37f26ecad7a1d6396fb86738a6fce9",
          "body": "Importing pkg_resources has a side-effect of scanning every installed\ndistribution on sys.path to load the metadata, especially the entry\npoints defined in the packages. This can have a significant\nlaunch-time cost for command line applications when there are a lot of\ndistributions to scan.\n\nSince m\n[…]\nr\nversions of python, and then updates the places that were importing\npkg_resources to look for the different versions of the new library\ninstead.\n\nSigned-off-by: Doug Hellmann <doug@doughellmann.com>",
          "is_bot": false,
          "headline": "replace pkg_resources with importlib.metadata",
          "author_name": "Doug Hellmann",
          "author_login": "dhellmann",
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        },
        {
          "oid": "56786548f6e63664a101b1104f09531db03d9240",
          "body": "Pylint sometimes raises different errors for different python versions. We should be able to disable them",
          "is_bot": false,
          "headline": "Add 'bad-option-value' to pylint configuration",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-12-19T08:46:02Z",
          "body_truncated": false,
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        },
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          "oid": "30e44c81957258db7f39d4f3e7e1078c4794d71f",
          "body": null,
          "is_bot": false,
          "headline": "Fix yaml requirement in unittest",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-12-19T08:38:16Z",
          "body_truncated": false,
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        },
        {
          "oid": "afd9f20e36786610a10e865c773aace46d9de822",
          "body": null,
          "is_bot": false,
          "headline": "Fix RecursiveMunch.copy()",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-12-19T08:29:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a97c4092a064fab43b4dd461b9c6789184f5c3a5",
          "body": null,
          "is_bot": false,
          "headline": "Add RecursiveMunch to unittests",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-12-16T11:50:48Z",
          "body_truncated": false,
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        },
        {
          "oid": "6b7cfe63e126f3dccea7dde902140adb9b29ffad",
          "body": "This reverts commit 1e07d56df045a44e3c942d7fc777e84a2fa9f95e.",
          "is_bot": false,
          "headline": "Revert \"Delete RecursiveMunch\"",
          "author_name": "Rochette GLC Mr (PG/R - Elec Electronic Eng)",
          "author_login": null,
          "committed_at": "2019-12-16T11:48:20Z",
          "body_truncated": false,
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        {
          "oid": "0f41cd82e3f7a2a4dabf3cc485e46734b492b18d",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'master' into develop",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-12-16T11:44:41Z",
          "body_truncated": false,
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        },
        {
          "oid": "1e07d56df045a44e3c942d7fc777e84a2fa9f95e",
          "body": "PR #58 was merged to master instead of develop. Deleting it from master and adding to develop",
          "is_bot": false,
          "headline": "Delete RecursiveMunch",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-12-16T11:44:13Z",
          "body_truncated": false,
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        },
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          "oid": "93f179e96648fbf926e1814c40021fb0adc024e0",
          "body": null,
          "is_bot": false,
          "headline": "Merge pull request #58 from GuillaumeRochette/master",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-12-16T11:36:31Z",
          "body_truncated": false,
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        },
        {
          "oid": "6ccf0528564594d4c00dc96337ba386bee12e3a5",
          "body": null,
          "is_bot": false,
          "headline": "De-duplicated RecursiveMunch.",
          "author_name": "Rochette GLC Mr (PG/R - Elec Electronic Eng)",
          "author_login": null,
          "committed_at": "2019-12-03T10:50:37Z",
          "body_truncated": false,
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        },
        {
          "oid": "5f356ac6b3e68476c569f422ca905293b0a6c61a",
          "body": null,
          "is_bot": false,
          "headline": "Modified RecursiveMunch.",
          "author_name": "Rochette GLC Mr (PG/R - Elec Electronic Eng)",
          "author_login": null,
          "committed_at": "2019-11-21T13:15:52Z",
          "body_truncated": false,
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        {
          "oid": "e5ed9c25c53f5d4fe17b4bf101afe2f8fd8b9791",
          "body": null,
          "is_bot": false,
          "headline": "Added RecursiveMunch object.",
          "author_name": "Rochette GLC Mr (PG/R - Elec Electronic Eng)",
          "author_login": null,
          "committed_at": "2019-11-21T12:23:08Z",
          "body_truncated": false,
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        },
        {
          "oid": "661911837086582e49ef99fdcbac9cf688308397",
          "body": "v2.5.0",
          "is_bot": false,
          "headline": "Merge tag '2.5.0' into develop",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-30T09:49:46Z",
          "body_truncated": false,
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        {
          "oid": "292b8ebea7dc7317529448d45a0b5f6fb704c40f",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'release/2.5.0'",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-30T09:48:58Z",
          "body_truncated": false,
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        },
        {
          "oid": "66e270f713a0bb4107ba1d9115bd45272fa66438",
          "body": null,
          "is_bot": false,
          "headline": "Update CHANGELOG.md",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-30T09:48:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "623b3c69ff3e83937af308026618ad28c2d06150",
          "body": "Support fromJSON classmethod for all Munch subclasses",
          "is_bot": false,
          "headline": "Merge pull request #55 from Infinidat/ayalas/add_fromJSON",
          "author_name": "Maor Marcus",
          "author_login": "maormarcus",
          "committed_at": "2019-10-30T09:44:54Z",
          "body_truncated": false,
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        {
          "oid": "1e46fb71839cb21231cc4306bd5983eeac630a8b",
          "body": null,
          "is_bot": false,
          "headline": "Support fromJSON classmethod for all Munch subclasses",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-30T09:38:43Z",
          "body_truncated": false,
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        },
        {
          "oid": "48a722d8b9d599f9adc11cbeb9e5546c0f593233",
          "body": "Fix DefaultMunch/DefaultFactoryMunch return value for get method (fixes #53)",
          "is_bot": false,
          "headline": "Merge pull request #54 from Infinidat/ayalas/issue-53",
          "author_name": "Maor Marcus",
          "author_login": "maormarcus",
          "committed_at": "2019-10-30T09:25:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "17636ee8cfab53eb3adc174a63a27b2d806e6632",
          "body": "Support fromYAML classmethod for all Munch subclasses (fixes #34)",
          "is_bot": false,
          "headline": "Merge pull request #52 from Infinidat/ayalas/issue-34",
          "author_name": "Maor Marcus",
          "author_login": "maormarcus",
          "committed_at": "2019-10-30T09:22:45Z",
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        },
        {
          "oid": "e6117e7cfa971863703087ab62031db11783ecf4",
          "body": "…es #53)\n\nCommit 10c726f847b3b7fb6d666809ab5b65f81b966192 added bug which cause\nDefaultMunch and DefaultFactoryMunch to ignore 'default_value'\nparameter of get method.",
          "is_bot": false,
          "headline": "Fix DefaultMunch/DefaultFactoryMunch return value for get method (fix…",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-29T18:05:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "cc2edf7f63a55c4b61ea2986ce8c24b125b612b8",
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          "is_bot": false,
          "headline": "Support fromYAML classmethod for all Munch subclasses (fixes #34)",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-29T15:48:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dede29c5e8bde7ca575365d50dd44f8fc12a5991",
          "body": null,
          "is_bot": false,
          "headline": "Clean CHANGELOG.md",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-29T15:12:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e678451c034daffb63e41aeac0e8a6347cbd780d",
          "body": "v2.4.0",
          "is_bot": false,
          "headline": "Merge tag '2.4.0' into develop",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-29T11:58:38Z",
          "body_truncated": false,
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        },
        {
          "oid": "f9afb31a552776794fa19917b74195847946f0f4",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'release/2.4.0'",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-29T11:58:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "521fd88c5894757a81dd50a71bbb6f8493a3a186",
          "body": null,
          "is_bot": false,
          "headline": "Update CHANGELOG.md",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-29T11:58:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7fa769ade416b4fd5bfaf1a6844dd929c7d4222",
          "body": null,
          "is_bot": false,
          "headline": "Add Changelog",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-29T11:54:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4cb4d32176397257623953fca43bb3d58fbc1148",
          "body": null,
          "is_bot": false,
          "headline": "Remove usage of deprecated API: Add default loader to yaml loads (#51)",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-29T08:46:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d02f1ffd1e39822fc66a201d25379255fd9901d",
          "body": null,
          "is_bot": false,
          "headline": "Improve README.md and add unittest for its code blocks",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-29T08:13:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "70114e7f3f2c6b7b49585bfb0743c0087e683a76",
          "body": null,
          "is_bot": false,
          "headline": "Skip yaml tests if PyYAML is not installed",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-29T08:13:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53e242825f54f0cf47712fa87248410fc2bd8731",
          "body": null,
          "is_bot": false,
          "headline": "Improve Pylint validations",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-29T07:52:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6b432ff1b8e1bcf742ba1c48f1986732c6330661",
          "body": "Switch to PBR",
          "is_bot": false,
          "headline": "Switch to PBR (#49)",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-28T16:03:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2bbef295879cd73ff48faa69e54f5cfef1060fcf",
          "body": null,
          "is_bot": false,
          "headline": "Switch to PBR",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-28T15:58:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "681a5e21996aa70238edae626570eed0fe116c30",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/master' into develop (fixes #48)",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-28T12:40:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "437bc3268724a7949885a67d61bfe573561cda51",
          "body": "Add constructors to all PyYAML loaders (fixes #44)",
          "is_bot": false,
          "headline": "Add constructors to all PyYAML loaders (fixes #44) (#47)",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-28T11:27:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7c8b9f297e4a01ca19d1df514b7eb91c6d3fbee0",
          "body": null,
          "is_bot": false,
          "headline": "Add constructors to all PyYAML loaders (fixes #44)",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-28T11:22:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "573c0818c5d36d48719835ca180f6a4c2afc59cc",
          "body": "Fix/namedtuple handling",
          "is_bot": false,
          "headline": "Fix/namedtuple handling (#46)",
          "author_name": "Ayala Shachar",
          "author_login": null,
          "committed_at": "2019-10-27T08:05:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "01f8ed3b0a985c6bf8016a8d7239015afd2bd503",
          "body": "…o unmunchify a Munch\n\n  created with munchify which may contain a namedtuple, from now on).",
          "is_bot": false,
          "headline": "Fixed namedtuple handling in unmunchify (just in case someone tries t…",
          "author_name": "Laszlo Marai",
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                "key": "ships_releases",
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                "key": "release_cadence",
                "name": "Release cadence",
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                "key": "openssf_scorecard_signed_releases",
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                "key": "verified_domain",
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                "max_points": 20
              },
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                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "15 followers of Infinidat",
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                "max_points": 25
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                "key": "track_record",
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                "detail": "174 public repos, account ~14 yr old",
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                "key": "fuzzing",
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                "key": "security_policy",
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                "key": "signed_releases",
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                "max_points": 7.5
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                "key": "token_permissions",
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                "detail": "detected GitHub workflow tokens with excessive permissions",
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                "status": "missed",
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              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
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            ]
          },
          {
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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": [
              {
                "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": 9
            },
            "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": "at_risk",
        "name": "AI Readiness",
        "value": 41,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.38,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "38 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 20.3,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 38,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".pylintrc, tox.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".pylintrc, tox.ini"
                    }
                  }
                ],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 22499,
              "source_files_sampled": 7,
              "oversized_source_files": 0
            },
            "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": "0/7 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 7,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Community profile unavailable",
    "No resolved dependencies carried a version and a supported ecosystem"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T14:46:39.521617Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/i/Infinidat/munch.svg",
  "full_name": "Infinidat/munch",
  "license_state": "standard",
  "license_spdx": "MIT"
}

Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.

Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.27.0 — повна методологія · вікі метрик.

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