Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-26 08:57 UTC

IAMconsortium / units

Common unit definitions for integrated assessment research

PythonGPL-3.0★ 20 зірок⑂ 13 форківз лют. 2020 р.Переглянути на GitHub ↗

IAMconsortium/units має індекс здоров’я 62 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (72/100), найнижчий — Community & Adoption (43/100). Останнє оновлення було 32 дні тому. Більшість нещодавньої роботи виконує один учасник.

62
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.

62
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.

Власність

105 підписників17 публічних репозиторіївз трав. 2016 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
PyPIiam_units2026.5.18-2168 днів тому

Метрики за категоріями

Життєздатність

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

58Помірний · 22% загального індексу

Активність розробки

40У зоні ризику
Як обчислюється оцінка
18/36Свіжість push — останній push 32 дн. тому
6.2/36Ритм комітів — 9/52 тижнів із комітами
15.5/18Обсяг комітів — 52 комітів за останній рік
0/10OpenSSF Scorecard: Maintained — 1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Використані вхідні дані
commits_last_year52
human_commit_share0,96
days_since_last_push32
active_weeks_last_year9
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 17 релізів
36/36Свіжість релізів — останній реліз 68 дн. тому
12.6/27Ритм релізів — реліз кожні ~183,1 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count17
latest_release_tagv2026.5.18
releases_from_tagsні
days_since_latest_release68
mean_days_between_releases183,1
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?

43У зоні ризику · 18% загального індексу
Як обчислюється оцінка
20.7/60Зірки — 20 зірок
9/25Форки — 13 форків
6.7/15Спостерігачі — 17 спостерігачів
Використані вхідні дані
forks13
stars20
watchers17
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (GPL-3.0)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
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?

69Помірний · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
6.7/22.5Розподіл комітів — головний контриб’ютор — автор 70% комітів
9.5/13.5Широта контриб’юторів — 7 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations
Використані вхідні дані
bus_factor1
contributors_sampled7
top_contributor_share0,702
Як обчислюється оцінка
36.9/46.8Вирішення issue — закрито 79% issue
36.5/38.3Прийняття PR — злито 42/44 вирішених PR
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Використані вхідні дані
merged_prs42
open_issues4
closed_issues15
issue_closed_ratio0,789
closed_unmerged_prs2
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
14.6/25Охоплення власника — 105 підписників у IAMconsortium
21.1/25Послужний список — 17 публічних репозиторіїв, вік облікового запису ~10 р.
Використані вхідні дані
followers105
owner_typeOrganization
is_verified
owner_loginIAMconsortium
public_repos17
account_age_days3 714

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 68 дн. тому
20/20Історія версій — 21 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesiam_units
ecosystemspypi
any_deprecatedні
min_days_since_publish68

Інженерна якість

Чи наявні базові інженерні практики та документація?

72Добрий · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 2 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера
9.6/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 9 out of 9 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configтак

Документація

40У зоні ризику
Як обчислюється оцінка
30/30README
0/25Каталог документації
0/15Сайт документації / домашня сторінка
10/10Опис репозиторію
0/10Теми
0/10Wiki
Використані вхідні дані
topics
has_wikiні
homepage
has_readmeтак
has_docs_dirні
has_descriptionтак

Безпека

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

64Помірний · 16% загального індексу

Стан безпеки

55Помірний
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 9 out of 9 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 7 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
0/7.5Maintained — 1 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_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5,5
Виключено з оцінювання (немає даних або не застосовно): packaging, signed_releases. Залишкові ваги перенормовано.
Як обчислюється оцінка
35/35Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень
25/25Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень
0/40Немає задавнених сповіщень — жодне сповіщення не має дати публікації
Використані вхідні дані
sourceosv
advisories0
affected_packages0
assessed_packages5
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Виключено з оцінювання (немає даних або не застосовно): Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено з runtime-замиканням залежностей pypi:iam_units@2026.5.18 — 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? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.

44У зоні ризику · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
15/40Читабельна історія комітів — намір зазначено у 27 з 96 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,281
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
0/18Розгортання однією командою
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — iam_units/py.typed
0/10Відтворюване середовище
0/10Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом
8/8Автоматизоване супроводження — 4 з останніх 100 комітів — автоматичні оновлення залежностей
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_files
has_devcontainerні
has_linter_configтак
typecheck_configsiam_units/py.typed
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0,04
Як обчислюється оцінка
27/45Типізований код — Python з конфігурацією перевірки типів (iam_units/py.typed)
55/55Керовані розміри файлів — 0/7 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes10 214
source_files_sampled7
oversized_source_files0

Ключові факти

20зірок GitHub
7контриб'юторів
52комітів за останні 12 місяців
32днів від останнього пушу
17релізів
1бас-фактор
4відкритих 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 ★ / 13 ⇿
0Зірки
13Форки
15Релізи

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.

03581013151322020-032023-032026-03
Мажорні 0Мінорні 0Патчі 15

Кожна точка охоплює 6 днів.

OpenSSF Scorecard 5.5 / 10
5.5сукупно

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 · 2026-07-26 08:57 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests9 out of 9 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 7 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained1 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
Прямі залежності 1
РеєстрПакетОбмеження версіїМаніфест
PyPIpint>= 0.24.4pyproject.toml
Усі залежності 1

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

РеєстрПакетВерсіяЗв'язок
PyPIpintпряма
Сповіщення про залежності 0

Встановлення pypi:iam_units@2026.5.18 тягне 5 пакетів, прямих і транзитивних: 0 мають відомі сповіщення, з них 0 — прямі залежності.

Жодне відоме сповіщення не стосується оцінених залежностей.

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

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 218,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "Python": 32853
      },
      "pushed_at": "2026-06-23T16:28:17Z",
      "created_at": "2020-02-12T08:52:05Z",
      "owner_type": "Organization",
      "updated_at": "2026-06-23T16:28:25Z",
      "description": "Common unit definitions for integrated assessment research",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "GPL-3.0",
      "default_branch": "main",
      "license_spdx_raw": "GPL-3.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://www.iamconsortium.org",
      "name": "Integrated Assessment Modeling Consortium (IAMC)",
      "type": "Organization",
      "login": "IAMconsortium",
      "company": null,
      "location": null,
      "followers": 105,
      "avatar_url": "https://avatars.githubusercontent.com/u/19565808?v=4",
      "created_at": "2016-05-25T06:34:57Z",
      "is_verified": null,
      "public_repos": 17,
      "account_age_days": 3714
    },
    "license": {
      "state": "standard",
      "spdx_id": "GPL-3.0",
      "raw_spdx": "GPL-3.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v2026.5.18",
          "kind": "patch",
          "published_at": "2026-05-18T09:58:23Z"
        },
        {
          "tag": "v2026.3.10",
          "kind": "patch",
          "published_at": "2026-03-10T20:16:49Z"
        },
        {
          "tag": "v2025.10.13",
          "kind": "patch",
          "published_at": "2025-10-13T12:07:06Z"
        },
        {
          "tag": "v2025.9.12",
          "kind": "patch",
          "published_at": "2025-09-12T10:54:08Z"
        },
        {
          "tag": "v2023.9.12",
          "kind": "patch",
          "published_at": "2023-09-12T11:05:55Z"
        },
        {
          "tag": "v2023.9.11",
          "kind": "patch",
          "published_at": "2023-09-11T10:36:45Z"
        },
        {
          "tag": "v2022.10.27",
          "kind": "patch",
          "published_at": "2022-10-27T08:55:31Z"
        },
        {
          "tag": "v2022.7.25",
          "kind": "patch",
          "published_at": "2022-07-25T11:37:14Z"
        },
        {
          "tag": "v2022.6.14",
          "kind": "patch",
          "published_at": "2022-06-14T12:08:31Z"
        },
        {
          "tag": "v2021.11.12",
          "kind": "patch",
          "published_at": "2021-11-12T11:23:20Z"
        },
        {
          "tag": "v2021.8.12",
          "kind": "patch",
          "published_at": "2021-08-12T15:07:40Z"
        },
        {
          "tag": "v2021.7.21",
          "kind": "patch",
          "published_at": "2021-07-21T09:35:09Z"
        },
        {
          "tag": "v2021.3.22",
          "kind": "patch",
          "published_at": "2021-03-22T20:36:33Z"
        },
        {
          "tag": "v2020.4.21",
          "kind": "patch",
          "published_at": "2020-07-08T12:10:09Z"
        },
        {
          "tag": "v2020.4.12",
          "kind": "patch",
          "published_at": "2020-07-08T12:19:12Z"
        },
        {
          "tag": "v2020.4.9",
          "kind": "patch",
          "published_at": "2020-07-08T12:20:31Z"
        },
        {
          "tag": "v2020.4.6",
          "kind": "patch",
          "published_at": "2020-07-08T12:21:00Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "685b910e6c9aa048bd776adf4d7f931cfb617d6a",
          "body": "Bumps the all-actions group with 2 updates in the / directory: [actions/checkout](https://github.com/actions/checkout) and [codecov/codecov-action](https://github.com/codecov/codecov-action).\n\n\nUpdates `actions/checkout` from 6 to 7\n- [Release notes](https://github.com/actions/checkout/releases)\n- [\n[…]\nction\n  dependency-version: '7'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n  dependency-group: all-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump the all-actions group across 1 directory with 2 updates",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-23T16:28:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "eab6cffb100dee5694f31f39a8472e5a69edd233",
          "body": "Implement currency data update workflow",
          "is_bot": false,
          "headline": "Merge pull request #61 from Wegatriespython/feat/currency-data-update",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2026-04-16T14:03:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39e54cf67f7d829015e967725ae519248a644fc3",
          "body": null,
          "is_bot": false,
          "headline": "Convert _fresh_registry() to a fixture",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2026-04-16T13:56:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da2f583328019dfc4e998b71763284a1ac39b93e",
          "body": null,
          "is_bot": false,
          "headline": "Reduce complexity in configure_currency()",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2026-04-16T13:49:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb74bf2ef6212ca6f328410df160ae583731460a",
          "body": "Follow emissions pattern",
          "is_bot": false,
          "headline": "Replace .txt files",
          "author_name": "Vignesh Raghunathan",
          "author_login": "Wegatriespython",
          "committed_at": "2026-04-15T14:37:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "df5d6640937a24690334d791886fe2da8fd8784a",
          "body": null,
          "is_bot": false,
          "headline": "Guard currency method reconfiguration",
          "author_name": "Vignesh Raghunathan",
          "author_login": "Wegatriespython",
          "committed_at": "2026-04-15T14:37:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5bd4fd1538a3cfd954df015b13b66dbdac770aa",
          "body": null,
          "is_bot": false,
          "headline": "Polish currency updater cleanup",
          "author_name": "Vignesh Raghunathan",
          "author_login": "Wegatriespython",
          "committed_at": "2026-04-15T14:37:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb0e306fb4ca651b47c6b6270a46e936dab1f4b8",
          "body": null,
          "is_bot": false,
          "headline": "Update AUTHORS",
          "author_name": "Vignesh Raghunathan",
          "author_login": "Wegatriespython",
          "committed_at": "2026-04-15T14:37:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7cccc8b3eb9ae5471953b21b9c96581524e07533",
          "body": null,
          "is_bot": false,
          "headline": "Package currency data files",
          "author_name": "Vignesh Raghunathan",
          "author_login": "Wegatriespython",
          "committed_at": "2026-04-15T14:37:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2b2f66343c828c21a034992ca5869d8b9fda1202",
          "body": null,
          "is_bot": false,
          "headline": "Implement currency data updater",
          "author_name": "Vignesh Raghunathan",
          "author_login": "Wegatriespython",
          "committed_at": "2026-04-15T14:37:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fc308b814f526b1a489cbc700706cfa78837fd80",
          "body": "Bumps the all-actions group with 1 update: [codecov/codecov-action](https://github.com/codecov/codecov-action).\n\n\nUpdates `codecov/codecov-action` from 5 to 6\n- [Release notes](https://github.com/codecov/codecov-action/releases)\n- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANG\n[…]\nction\n  dependency-version: '6'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n  dependency-group: all-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump codecov/codecov-action from 5 to 6 in the all-actions group",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-31T13:06:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1b3f6d896a670ee1ad0ab3e27128eeee1ed11459",
          "body": "Change GDP deflator for EUR and add factor for EUR_2024",
          "is_bot": false,
          "headline": "Merge pull request #60 from mwerning/iam_units/add-EUR2025-conversion",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2026-03-10T20:10:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44b756b9ed109530feacae41bfa3329b779b8121",
          "body": "- Add 2024 to the list of described supported periods for EUR currency\n  conversion.\n- Bump copyright year.",
          "is_bot": false,
          "headline": "Update README",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2026-03-10T20:06:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d99b9b61b50ec78411f513b1a718c2d9994e756",
          "body": null,
          "is_bot": false,
          "headline": "Fix typos",
          "author_name": "Mia Werning",
          "author_login": "mwerning",
          "committed_at": "2026-03-10T14:47:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "beaf27ae135616d4685d86bd0d17f1d260993b2d",
          "body": null,
          "is_bot": false,
          "headline": "Add date to definitions.txt and update AUTHORS",
          "author_name": "Mia Werning",
          "author_login": "mwerning",
          "committed_at": "2026-03-10T12:43:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "294d751ce83ce1993f6b03f7f24574ac0a7cd404",
          "body": null,
          "is_bot": false,
          "headline": "Change GDP deflator for EUR and add factor for EUR_2024",
          "author_name": "Mia Werning",
          "author_login": "mwerning",
          "committed_at": "2026-03-10T11:04:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87b823b784758942ebeac38b3e10e1098195beef",
          "body": "Bumps the all-actions group with 1 update: [actions/checkout](https://github.com/actions/checkout).\n\n\nUpdates `actions/checkout` from 5 to 6\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://g\n[…]\nckout\n  dependency-version: '6'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n  dependency-group: all-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump actions/checkout from 5 to 6 in the all-actions group",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-11-25T15:56:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c44a5f79a046bdae60fb9383080b952c5f31e74b",
          "body": "- Update typing config, exclusions.\n- Configure pre-commit/mypy to\n  - Always type check all files.\n  - Ignore missing hints from globalwarmingpotentials.\n  - Warn on unused ignores.\n- Use pint's Scalar type directly instead of redefining it.\n- Remove unused ignores.\n- Define iam_units.currency.METH\n[…]\nalues\n    against the enumeration.\n  - Remove Literal type and \"type: ignore\" required to accommodate it.\n  - Expand tests.\n\n---------\n\nCo-authored-by: Paul Natsuo Kishimoto <mail@paul.kishimoto.name>",
          "is_bot": false,
          "headline": "Address recent mypy errors (#58)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-11-25T15:54:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "486ad97173d497f21a807415b7685b4d689b441d",
          "body": "Confirm support for Python 3.14 and drop 3.9",
          "is_bot": false,
          "headline": "Merge pull request #57 from IAMconsortium/python-3.14",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-10-17T08:11:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "008108d3e668b2c7067ecad9351b01406a9a1bbb",
          "body": "- Expand types accepted for convert_gwp(…, quantity=…, species=…) args.",
          "is_bot": false,
          "headline": "Use type union operator in __init__.py, currency.py",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-10-15T18:34:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d672980d16cc34def8cf870ee89e4f8c8eff5e63",
          "body": null,
          "is_bot": false,
          "headline": "Type hint test_all.py, update.py",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-10-15T18:24:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a6ef90d3c615b356b723e8fc599411637491707",
          "body": "- Add Python 3.14.\n- Remove Python 3.9.\n- Use Python 3.14 for single-version pre-commit job.",
          "is_bot": false,
          "headline": "Update Python versions in \"test\" CI workflow",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-10-15T16:03:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e4a70e847206ba39e1834833e3b7db58b321e366",
          "body": null,
          "is_bot": false,
          "headline": "Update version classifiers, requires-python",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-10-15T16:01:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f2926af396002a760fab6af70cd062eb23f368b",
          "body": null,
          "is_bot": true,
          "headline": "Bump astral-sh/setup-uv from 6 to 7 in the all-actions group (#56)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-10-13T11:24:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb25b128afaa0407b90fabc658134bb438156a3c",
          "body": "Configure cache path using environment variable",
          "is_bot": false,
          "headline": "Merge pull request #55 from IAMconsortium/enh/cache-path",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-10-13T11:13:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "59595c090b1aa1bfef1481e5446d8cb982f72045",
          "body": null,
          "is_bot": false,
          "headline": "Adjust variable names, type hints per review",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-10-02T19:50:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b540ea13b30bf1a4ce155e96d8725db088d0664",
          "body": null,
          "is_bot": false,
          "headline": "Update README for #55",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-10-01T14:17:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78812d848f7a7d659f6578dbfc158ff96c268977",
          "body": "- Add IAM_UNITS_CURRENCY environment variable.\n- Set IAM_UNITS_CURRENCY for test session.",
          "is_bot": false,
          "headline": "Remove default call to configure_currency()",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-10-01T14:00:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "099434c44b65c4da95b08f958214eb0ef5bc710e",
          "body": null,
          "is_bot": false,
          "headline": "Set IAM_UNITS_CACHE for the test session",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-10-01T13:58:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1716c90dbecb98bb14159a0171814fb62036d4cc",
          "body": "- Rewrap docstrings and comments.\n- Replace *-emphasis with ` in docstrings.",
          "is_bot": false,
          "headline": "Type hint __init__.py",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-10-01T13:32:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee7150eaf2af951e383c27baf8b66ddab0e4f50c",
          "body": "- Collect initialization code in new function _initialize().\n- Use package-specific cache directory, instead of pint's.",
          "is_bot": false,
          "headline": "Use IAM_UNITS_CACHE environment variable",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-10-01T13:04:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "926912d709545ceedab00bc824c4006ffb37f0d5",
          "body": null,
          "is_bot": false,
          "headline": "Add optional configure_currency(…, _registry=…)",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-10-01T12:53:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4f0ffd973bfc99891a33238a3b6f6add688c6f8",
          "body": null,
          "is_bot": false,
          "headline": "Add @phackstock to AUTHORS",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-09-12T10:52:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "20226bdce73ab968cd000a9f5243d21252916d05",
          "body": "Improvements and housekeeping for 2024-W15",
          "is_bot": false,
          "headline": "Merge pull request #48 from IAMconsortium/enh/2024-W15",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-09-12T10:42:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dfbbe3d87e4f072379f9614e56914faf251752ad",
          "body": null,
          "is_bot": false,
          "headline": "iam-units[tests] depends recursively on [update]",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-09-12T10:36:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0edcca8b020617f6765f32ac7262aa59436e825",
          "body": null,
          "is_bot": false,
          "headline": "Gitignore dmypy development files",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-09-12T10:34:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "385de191ef81f75ecb230763c67d619c359f59c8",
          "body": "- Drop use of third-party pre-commit action; invoke pre-commit via uvx.",
          "is_bot": false,
          "headline": "Replace actions/setup-python → astral-sh/setup-uv",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-09-12T10:34:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c32629054a1b39e2ec7196727658a86dc129d8c5",
          "body": "Allow other matrix jobs to complete even after one fails.",
          "is_bot": false,
          "headline": "Add fail-fast: false to \"test\" CI workflow",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-09-12T10:34:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4730ee3da10733e4b630bc7b760e60efce599499",
          "body": null,
          "is_bot": false,
          "headline": "Run iam_units.update in CI to measure coverage",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-09-12T10:34:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "29304a08ce5773a581d2c3f5477956b0212978fc",
          "body": "Adjust ReST for badges to render properly on GitHub.",
          "is_bot": false,
          "headline": "Add Codecov badge to README",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-09-12T10:34:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ea0eced37ef370641550ed43b383c0c46d9b9931",
          "body": null,
          "is_bot": false,
          "headline": "Cache loaded pint registry",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-09-12T10:34:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f29986b79d159fe6157438614768f8d2f6856aae",
          "body": "- codecov/codecov-action v3 → v5; use CODECOV_TOKEN secret.\n- Add dependabot config for GitHub Actions.",
          "is_bot": false,
          "headline": "Bump versions in \"test\" CI workflow",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-09-12T10:34:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e5908e22a1a0873cfb4207c6fa5b54c8b9ebf5e2",
          "body": "- Mypy to explicit v1.18.1.\n- Replace black v23.7.0 with ruff v0.13.0 for both linting and\n  formatting.\n- Apply \"ruff format .\" to 1 file.\n- Move ruff config to current preferred keys in pyproject.toml.",
          "is_bot": false,
          "headline": "Bump mypy, use ruff in pre-commit config",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-09-12T10:18:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "92ec1907ad52a28be260a27de32d3f63f7a3b972",
          "body": "Silence pint.util unit overwrite warnings",
          "is_bot": false,
          "headline": "Merge pull request #52 from phackstock/feature/silence-warnings",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-09-11T11:14:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d505abc238cf0f259ca77cc90da405491e757b83",
          "body": "Co-authored-by: Daniel Huppmann <dh@dergelbesalon.at>",
          "is_bot": false,
          "headline": "Update iam_units/__init__.py",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-09-11T11:09:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "52a9a4417a8ca7eca1f741bfb449c600e8485c84",
          "body": "Co-authored-by: Daniel Huppmann <dh@dergelbesalon.at>",
          "is_bot": false,
          "headline": "Update iam_units/__init__.py",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-09-11T11:09:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3035789835535e622150018fb4f12401f72c9ff1",
          "body": null,
          "is_bot": false,
          "headline": "Explicitly save original pint.util log level",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-09-11T11:09:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8fb496a72ff4c3abaf2266b3e26f940d798f263a",
          "body": null,
          "is_bot": false,
          "headline": "Reduce logging level ERROR to minimum and reset afterwards",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-09-11T11:09:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "34bf2a42d875007713e9556aedccc12d5cee7318",
          "body": null,
          "is_bot": false,
          "headline": "Add test for pint.util warnings",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-09-11T11:09:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c37a666a24b1c8cf4ae1f9b7ae5703158cc25df4",
          "body": null,
          "is_bot": false,
          "headline": "Set pint.util logging level to ERROR",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-09-11T11:09:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fc8265ecad384ffb2968a0acd7bd537f357455c7",
          "body": "Fix failing tests",
          "is_bot": false,
          "headline": "Merge pull request #50 from phackstock/fix/tests",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-09-11T11:09:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb2db6ae33b63e6c23e723274dedcfa67264f1fb",
          "body": "- No longer required for typing.Literal, present in stdlib from Python\n  3.8.\n- Add explicit requires-python to pyproject.toml.",
          "is_bot": false,
          "headline": "Drop use of typing_extensions",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2025-09-11T09:46:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "91d69932234ee3a1bc1891f71992829135cdfb91",
          "body": null,
          "is_bot": false,
          "headline": "Update copyright year",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-09-08T10:36:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f90b86ffee20b41995ac6a20fed6d7fa7083e8f",
          "body": null,
          "is_bot": false,
          "headline": "Fix required python version",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-09-08T10:35:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "10342aa968a8bd4e4d48fd69b1be298675891ba0",
          "body": null,
          "is_bot": false,
          "headline": "Update github tests",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-09-04T16:01:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3346d79830533cd24f44fca35561d8ba27757126",
          "body": null,
          "is_bot": false,
          "headline": "Use registry.formatter for default_format",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-09-04T16:01:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d6ca904521520d740ee42d096ddc2c27df3cb2ed",
          "body": null,
          "is_bot": false,
          "headline": "Require minimum pint 0.24.4",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-09-04T16:00:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "76414ca19f58299f09e1fd8eb376de065b376f36",
          "body": null,
          "is_bot": false,
          "headline": "Trigger test on GitHub",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-09-04T13:47:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e22eab633e1aa65ac89ab110644396fab10aa77f",
          "body": "Add typing_extensions to py3.7 deps for Literal",
          "is_bot": false,
          "headline": "Merge pull request #46 from IAMconsortium/fix/py37",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-09-12T11:02:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "708865ebf70cee7f7fa991256291ea41545982a6",
          "body": "Suppress warnings from GitHub Actions.",
          "is_bot": false,
          "headline": "Set actions/setup-python version to \"3.x\"",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-09-12T10:54:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "559760231f5a56866bce1ce235c2716dd49a979b",
          "body": null,
          "is_bot": false,
          "headline": "Add typing_extensions to py3.7 deps for Literal",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-09-12T10:47:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a20cd3732486fa463c6fb7e5615d129c3dccd1a0",
          "body": "Handle units like \"kg / MJ\" in convert_gwp()",
          "is_bot": false,
          "headline": "Merge pull request #45 from IAMconsortium/enh/emi-energy",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-09-11T10:24:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a7ece0caa27aa3dcd92583db6d9ece6d47106e3",
          "body": null,
          "is_bot": false,
          "headline": "Fix typo in AUTHORS",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-09-11T10:01:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "522a937688be3fa4703812e252fb1d9904584a18",
          "body": null,
          "is_bot": false,
          "headline": "Use \"tests\" optional dependencies in CI",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-09-11T09:57:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2e9e107cb281b2f8cc0e45fbd20f676b875b2742",
          "body": "…per updated behaviour of publish.yaml workflow",
          "is_bot": false,
          "headline": "Copyedit DEVELOPING",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-09-11T09:49:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b6ab645c62a221a52fa595112cd9a96add6b1ad3",
          "body": "- \"pre-commit\" job in test.yaml replaces lint.yaml.\n- Ruff config in pyproject.toml replaces .flake8.\n- Remove mypy exclusion for pandas.",
          "is_bot": false,
          "headline": "Add configuration for pre-commit",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-09-11T09:47:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c2850e12953508e8af5d45998750b31307fdfa45",
          "body": null,
          "is_bot": false,
          "headline": "Refresh emissions contexts",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-09-11T09:36:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3df3a77d457ce211f9e705da3840b9b322397051",
          "body": null,
          "is_bot": false,
          "headline": "Extend update.emissions() for units like \"kg / MJ\"",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-09-11T09:35:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "970000a099be143bfc48891c4d179fc0aa2ee36b",
          "body": "This allows to handle cases when the source units have a dimensionality\nof [mass] other than 1.",
          "is_bot": false,
          "headline": "Use source mass dimensionality in convert_gwp()",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-09-11T09:34:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f687985dc3155ef74522cbd59801553c490e9d59",
          "body": null,
          "is_bot": false,
          "headline": "Parametrize test_convert_gwp for [mass]/[energy]",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-09-11T09:33:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "02d9bc573b55a7eac00ef6410d0ffda2e0a1ba55",
          "body": "Add function to explicitly configure currency conversion",
          "is_bot": false,
          "headline": "Merge pull request #44 from IAMconsortium/enh/currency",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-09-11T09:30:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97b66b8e0a746e3994909dd1b496f7d577ba7a10",
          "body": null,
          "is_bot": false,
          "headline": "Copyedit README",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-07-24T10:16:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "edce71c64e13ec1671c573dfe5eec47e6fc18401",
          "body": null,
          "is_bot": false,
          "headline": "Reuse \"lint\" CI workflow from iiasa/actions",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-07-24T10:08:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "356a9fb28c0fe1ceb1259358764c1e1b5e5b178e",
          "body": null,
          "is_bot": false,
          "headline": "Reuse \"publish\" CI workflow from iiasa/actions",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-07-24T10:08:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ddefe3fb6e599c89bddb8ee5570efaeeeb8f0fb1",
          "body": "- actions/checkout v2 → v3\n- actions/setup-python v2 → v4 and enable caching\n- codecov/codecov-action v2 → v3",
          "is_bot": false,
          "headline": "Update versions of actions used in \"test\" CI workflow",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-07-24T10:08:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "82ea45b682fa0e4ef478b7e646092c9d6ea5636d",
          "body": "- Add Python 3.11 to classifiers.\n- Remove mypy exclusion for pint, which is now typed.\n- Remove setup.cfg, setup.py.",
          "is_bot": false,
          "headline": "Move packaging, tool config to pyproject.toml",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-07-24T10:08:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ac8c78049c48d6135439922f7ddc83f06526585",
          "body": null,
          "is_bot": false,
          "headline": "Add \"Currency\" section to README",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-07-24T10:08:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eaffe3468a6249753abc0d47344b5f1de8748bba",
          "body": null,
          "is_bot": false,
          "headline": "Add stub .update.currency() with implementation notes",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-07-24T10:08:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7bffdfd2daf85e13e01238e0b1458bb9a5a0a58d",
          "body": null,
          "is_bot": false,
          "headline": "Test unsupported calls to configure_currency()",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-07-24T10:08:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1e481520493424b5b1ce61d192087ab8b3e713e1",
          "body": null,
          "is_bot": false,
          "headline": "Call configure_currency(\"EXC\", \"2005\") by default and warn",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-07-24T10:08:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5d7adffc9845f587ea01a868d83c684c66bae7e9",
          "body": null,
          "is_bot": false,
          "headline": "Add iam_units.currency.configure_currency()",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-07-24T10:08:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d92e402025bea19e44d10ae3970f7a86bb090ee3",
          "body": null,
          "is_bot": false,
          "headline": "Update copyright year",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-07-24T10:08:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6d91338e6b79ec88b7500200027aa8cd2e193156",
          "body": null,
          "is_bot": false,
          "headline": "Gitignore .vscode",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-07-24T10:08:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d062db163dcd155cabdb4bdeace2d2bb10a0869",
          "body": null,
          "is_bot": false,
          "headline": "Gitignore .mypy_cache",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2023-07-24T10:08:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f78a280361695900b556b7ce963d3df221bb7c4c",
          "body": "* Add USD-GDP deflators, remove exchange rate to EUR\r\n* Make black\r\n* Reinsert implicit USD-EUR currency conversion",
          "is_bot": false,
          "headline": "Add USD-GDP deflators, remove exchange rate to EUR (#43)",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2023-07-24T08:16:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f5ea3b082d5a90af516116cb8b63381ad8672778",
          "body": null,
          "is_bot": false,
          "headline": "Adjust release procedure",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2022-10-27T08:52:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c21a9ce24cac24fd923f702ff6509822500e9d54",
          "body": null,
          "is_bot": false,
          "headline": "Quickfix for pint v0.20 (whitespace not allowed in alias)",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2022-10-27T08:40:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7dfaa7fd4a1559eedc41612c4fbe625af0b8887d",
          "body": null,
          "is_bot": false,
          "headline": "Copyedit release procedure in DEVELOPING",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2022-07-25T11:33:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c05fcb4e124124d3d04707dd87a2c6694fef46e0",
          "body": null,
          "is_bot": false,
          "headline": "Add litre_of_diesel_equivalent",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2022-07-25T11:33:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "494fd824ca0d07a8b041da723341ced1572f6108",
          "body": null,
          "is_bot": false,
          "headline": "Remove tonne_freight → tkm is [mass] × [length]",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2022-07-25T11:33:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b9e1533487545bef31ce565e883c01068a670e45",
          "body": "Update GWP factors to use globalwarmingpotentials v0.9.3",
          "is_bot": false,
          "headline": "Merge pull request #38 from danielhuppmann/gwp/update-v0.9.3",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2022-06-14T10:30:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "270e24d94cbd10fdb88eb6e2f2a422ca78f1daff",
          "body": null,
          "is_bot": false,
          "headline": "Add a test",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2022-06-13T10:25:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8e0b2d81ab79557f534c766c5390f97c7b9dfbd4",
          "body": null,
          "is_bot": false,
          "headline": "Bump copyright year",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2022-06-13T10:14:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e27c6938fdb9f52c70bc5ee36cee74aded25d76",
          "body": null,
          "is_bot": false,
          "headline": "Update GWP factors to use globalwarmingpotentials v0.9.3",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2022-06-13T10:14:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b9eebd2706986143f9af6bef60a018c8375afc9",
          "body": "Adjust to pint 0.19",
          "is_bot": false,
          "headline": "Merge pull request #37 from IAMconsortium/pint-0.19",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2022-04-06T13:21:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32726699b2be4c21585dd9f141cf6adb6c524294",
          "body": null,
          "is_bot": false,
          "headline": "Use pint 0.19.1, not 0.19(.0) in test CI workflow",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2022-04-06T13:16:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b4ff2f91a9193ed0a0857e4be5a7a086d384bbf",
          "body": null,
          "is_bot": false,
          "headline": "Add classifiers in setup.cfg",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2022-04-06T13:12:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79d941708da388ebbca6eabffbcf465e18cd29dc",
          "body": null,
          "is_bot": false,
          "headline": "Apply black v22.1",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2022-04-04T16:01:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f8d712084ea20962ccac7f6bcced75133c07cfb",
          "body": "actions/setup-python v1 -> v2\ncodecov/codecov-action v1.2.1 -> v2\npypa/gh-action-pypi-publish v1.4.1 -> v1.5.0",
          "is_bot": false,
          "headline": "Bump versions of actions used in CI workflows",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2022-04-04T15:57:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5d43671d92e6451fe32ca824aa85c3a6a4a502e5",
          "body": null,
          "is_bot": false,
          "headline": "Add explicit check against pint 0.19",
          "author_name": "Paul Natsuo Kishimoto",
          "author_login": "khaeru",
          "committed_at": "2022-04-04T15:55:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 17,
      "commits_last_year": 52,
      "latest_release_at": "2026-05-18T09:58:23Z",
      "latest_release_tag": "v2026.5.18",
      "releases_from_tags": false,
      "days_since_last_push": 32,
      "active_weeks_last_year": 9,
      "days_since_latest_release": 68,
      "mean_days_between_releases": 183.1
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 37,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "iam_units",
          "exists": true,
          "license": null,
          "keywords": [
            "Intended Audience :: Developers",
            "Intended Audience :: Science/Research",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14",
            "Topic :: Scientific/Engineering",
            "Topic :: Scientific/Engineering :: Information Analysis"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/iam_units/",
          "is_deprecated": false,
          "latest_version": "2026.5.18",
          "repository_url": "https://github.com/IAMconsortium/units",
          "versions_count": 21,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2020-04-06T08:26:32.344679Z",
          "latest_published_at": "2026-05-18T09:58:55.551762Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 68
        }
      ]
    },
    "popularity": {
      "forks": 13,
      "stars": 20,
      "watchers": 17,
      "fork_history": {
        "days": [
          {
            "date": "2020-03-11",
            "count": 1
          },
          {
            "date": "2020-06-05",
            "count": 1
          },
          {
            "date": "2021-07-20",
            "count": 1
          },
          {
            "date": "2021-08-12",
            "count": 1
          },
          {
            "date": "2021-11-02",
            "count": 1
          },
          {
            "date": "2022-03-08",
            "count": 1
          },
          {
            "date": "2022-05-31",
            "count": 1
          },
          {
            "date": "2022-06-22",
            "count": 1
          },
          {
            "date": "2022-12-06",
            "count": 1
          },
          {
            "date": "2023-05-08",
            "count": 1
          },
          {
            "date": "2025-11-13",
            "count": 1
          },
          {
            "date": "2026-03-10",
            "count": 1
          },
          {
            "date": "2026-03-11",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 13,
        "total_forks": 13
      },
      "star_history": null,
      "open_issues_and_prs": 6
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        "iam_units/py.typed"
      ],
      "toolchain_manifests": [],
      "largest_source_bytes": 10214,
      "source_files_sampled": 7,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 5,
        "malicious_count": 0,
        "assessed_package": "pypi:iam_units@2026.5.18",
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "pint",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.24.4"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "pint",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 1,
        "direct_count": 1,
        "indirect_count": 0
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 2,
        "merged_prs": 42,
        "open_issues": 4,
        "closed_ratio": 0.789,
        "closed_issues": 15,
        "closed_unmerged_prs": 2
      },
      "bus_factor": 1,
      "bot_contributors": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "khaeru",
          "commits": 151,
          "avatar_url": "https://avatars.githubusercontent.com/u/1634164?v=4"
        },
        {
          "type": "User",
          "login": "danielhuppmann",
          "commits": 23,
          "avatar_url": "https://avatars.githubusercontent.com/u/16931589?v=4"
        },
        {
          "type": "User",
          "login": "phackstock",
          "commits": 16,
          "avatar_url": "https://avatars.githubusercontent.com/u/20710924?v=4"
        },
        {
          "type": "User",
          "login": "francescolovat",
          "commits": 15,
          "avatar_url": "https://avatars.githubusercontent.com/u/56022262?v=4"
        },
        {
          "type": "User",
          "login": "Wegatriespython",
          "commits": 6,
          "avatar_url": "https://avatars.githubusercontent.com/u/149388560?v=4"
        },
        {
          "type": "User",
          "login": "mwerning",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/u/91878469?v=4"
        },
        {
          "type": "User",
          "login": "pitmonticone",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/38562595?v=4"
        }
      ],
      "contributors_sampled": 7,
      "top_contributor_share": 0.702
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "publish.yaml",
        "test.yaml"
      ],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 4,
            "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",
            "score": 10,
            "reason": "9 out of 9 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"
          },
          {
            "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",
            "score": 10,
            "reason": "all changesets reviewed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 7 contributing companies or organizations",
            "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": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "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",
            "score": 0,
            "reason": "1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "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": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "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"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "685b910e6c9aa048bd776adf4d7f931cfb617d6a",
        "ran_at": "2026-07-26T08:57:37Z",
        "aggregate_score": 5.5,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": true
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-26T07:28:43Z",
      "oldest_open_prs": [
        {
          "number": 36,
          "created_at": "2022-03-08T09:31:22Z",
          "last_comment_at": "2022-03-08T11:58:02Z",
          "last_comment_author": "khaeru"
        },
        {
          "number": 64,
          "created_at": "2026-06-08T12:34:12Z",
          "last_comment_at": "2026-06-09T19:33:54Z",
          "last_comment_author": "Wegatriespython"
        }
      ],
      "last_merged_pr_at": "2026-06-23T16:28:09Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 24,
          "created_at": "2021-01-07T11:05:53Z",
          "last_comment_at": "2021-07-20T13:17:51Z",
          "last_comment_author": "francescolovat"
        },
        {
          "number": 25,
          "created_at": "2021-02-27T14:42:24Z",
          "last_comment_at": "2023-07-19T10:43:49Z",
          "last_comment_author": "khaeru"
        },
        {
          "number": 47,
          "created_at": "2024-02-15T13:29:06Z",
          "last_comment_at": "2024-02-16T12:37:48Z",
          "last_comment_author": "khaeru"
        },
        {
          "number": 54,
          "created_at": "2025-09-24T08:05:50Z",
          "last_comment_at": "2025-10-20T09:24:49Z",
          "last_comment_author": "khaeru"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/IAMconsortium/units",
    "host": "github.com",
    "name": "units",
    "owner": "IAMconsortium"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 62,
      "inputs": {
        "security": 64,
        "vitality": 58,
        "community": 43,
        "governance": 69,
        "engineering": 72
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "moderate",
        "name": "Vitality",
        "value": 58,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "at_risk",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "commits_last_year": 52,
              "human_commit_share": 0.96,
              "days_since_last_push": 32,
              "active_weeks_last_year": 9
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 32 days ago",
                "points": 18,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 32
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "9/52 weeks with commits",
                "points": 6.2,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 9
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "52 commits in the last year",
                "points": 15.5,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 52
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "good",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 84,
            "inputs": {
              "releases_count": 17,
              "latest_release_tag": "v2026.5.18",
              "releases_from_tags": false,
              "days_since_latest_release": 68,
              "mean_days_between_releases": 183.1
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "17 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 17
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 68 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 68
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~183.1 days",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 183.1
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 100,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 100 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 100
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 43,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "at_risk",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 36,
            "inputs": {
              "forks": 13,
              "stars": 20,
              "watchers": 17,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "20 stars",
                "points": 20.7,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 20
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "13 forks",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "17 watchers",
                "points": 6.7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 17
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (GPL-3.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "GPL-3.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 69,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 35,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 7,
              "top_contributor_share": 0.702
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 70% of commits",
                "points": 6.7,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 70
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "7 contributors",
                "points": 9.5,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 7 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "merged_prs": 42,
              "open_issues": 4,
              "closed_issues": 15,
              "issue_closed_ratio": 0.789,
              "closed_unmerged_prs": 2
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "79% of issues closed",
                "points": 36.9,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 79
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "42/44 decided PRs merged",
                "points": 36.5,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 42,
                      "decided": 44
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "followers": 105,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "IAMconsortium",
              "public_repos": 17,
              "account_age_days": 3714
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "105 followers of IAMconsortium",
                "points": 14.6,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 105,
                      "login": "IAMconsortium"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "17 public repos, account ~10 yr old",
                "points": 21.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 17
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 10
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "iam_units"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 68
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 68 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 68
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "21 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 21
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "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": 72,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "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": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "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": "9 out of 9 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "at_risk",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "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": 0,
                "status": "missed",
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 64,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 55,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5.5
            },
            "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": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "9 out of 9 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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 7 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "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": "update tool detected",
                "points": 7.5,
                "status": "met",
                "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": "1 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",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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 not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:iam_units@2026.5.18 runtime dependency closure — what installing the published package pulls in — 5 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:iam_units@2026.5.18",
                  "assessed": 5
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 5,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 5,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 12
            },
            "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": 44,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 15,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.281,
              "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": "27 of 96 human commits state their intent (structured subject or explanatory body)",
                "points": 15,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 27,
                      "sampled": 96
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 52,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "iam_units/py.typed"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.04
            },
            "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": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "iam_units/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "iam_units/py.typed"
                    }
                  }
                ],
                "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": "4 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 4,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 10214,
              "source_files_sampled": 7,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (iam_units/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "iam_units/py.typed",
                      "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"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T08:57:54.440779Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/i/IAMconsortium/units.svg",
  "full_name": "IAMconsortium/units",
  "license_state": "standard",
  "license_spdx": "GPL-3.0"
}

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 v0.27.0 — повна методологія · вікі метрик.

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