Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-28 15:31 UTC

mlco2 / codecarbon

Track emissions from Compute and recommend ways to reduce their impact on the environment.

Python · TypeScriptMIT★ 1 887 зірок⑂ 307 форківз трав. 2020 р.Переглянути на GitHub ↗

mlco2/codecarbon має індекс здоров’я 90 зі 100, що відповідає смузі «Відмінний». Найвищий показник — Engineering Quality (100/100), найнижчий — AI Readiness (74/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 4 учасники.

90
загалом / 100
Відмінний

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.

90
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

CodeCarbonОрганізація
100 підписників13 публічних репозиторіївз серп. 2019 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
PyPIcodecarbon3.2.9181 657748 днів тому

Метрики за категоріями

Життєздатність

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

99Відмінний · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
34.6/36Ритм комітів — 50/52 тижнів із комітами
18/18Обсяг комітів — 564 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year564
human_commit_share0,87
days_since_last_push0
active_weeks_last_year50
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 68 релізів
36/36Свіжість релізів — останній реліз 8 дн. тому
27/27Ритм релізів — реліз кожні ~25,7 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count68
latest_release_tagv3.2.9
releases_from_tagsні
days_since_latest_release8
mean_days_between_releases25,7
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.

Спільнота та впровадження

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

87Відмінний · 18% загального індексу
Як обчислюється оцінка
53.1/60Зірки — 1 887 зірок
20.7/25Форки — 307 форків
7.8/15Спостерігачі — 26 спостерігачів
Використані вхідні дані
forks307
stars1 887
watchers26
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
18/18Настанови CONTRIBUTING
13.5/13.5Кодекс поведінки
0/7.2Шаблон issue
6.3/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductтак
has_pull_request_templateтак
Як обчислюється оцінка
70.1/80Щомісячні завантаження — 181 657 завантажень/місяць у pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagescodecarbon
dependents
ecosystemspypi
total_downloads
monthly_downloads181 657
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.

Сталість та врядування

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

82Добрий · 24% загального індексу
Як обчислюється оцінка
43.2/54Бас-фактор — на 4 контриб’ютор(ів) припадає половина всіх комітів
16.7/22.5Розподіл комітів — головний контриб’ютор — автор 26% комітів
13.5/13.5Широта контриб’юторів — 97 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 14 contributing companies or organizations
Використані вхідні дані
bus_factor4
contributors_sampled97
top_contributor_share0,259
Як обчислюється оцінка
35.7/46.8Вирішення issue — закрито 76% issue
32.9/38.3Прийняття PR — злито 652/757 вирішених PR
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Використані вхідні дані
merged_prs652
open_issues108
closed_issues350
issue_closed_ratio0,764
closed_unmerged_prs105
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
14.4/25Охоплення власника — 100 підписників у mlco2
20.3/25Послужний список — 13 публічних репозиторіїв, вік облікового запису ~6 р.
Використані вхідні дані
followers100
owner_typeOrganization
is_verified
owner_loginmlco2
public_repos13
account_age_days2 541

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 8 дн. тому
20/20Історія версій — 74 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagescodecarbon
ecosystemspypi
any_deprecatedні
min_days_since_publish8

Інженерна якість

Чи наявні базові інженерні практики та документація?

100Відмінний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 14 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера — .eslintrc.json, .flake8
9.6/9.6Pre-commit-хуки
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 20 out of 20 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigтак
has_linter_configтак
has_precommit_configтак

Документація

100Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://docs.codecarbon.io/
10/10Опис репозиторію
10/10Теми — 8 тем
10/10Wiki
Використані вхідні дані
topicsai-ethics, carbon-emissions, carbon-footprint, co2-emissions, energy-consumption, energy-efficiency, fairness, sustainability
has_wikiтак
homepagehttps://docs.codecarbon.io/
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

82Добрий · 16% загального індексу
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — немає даних
2.5/2.5CI-Tests — 20 out of 20 merged PRs checked by a CI test -- score normalized to 10
0.5/2.5CII-Best-Practices — badge detected: InProgress
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 14 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
7.5/7.5Maintained — 30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
3.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — немає даних
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities — 22 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate7,7
Виключено з оцінювання (немає даних або не застосовно): branch_protection, 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_packages38
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:codecarbon@3.2.9 — тим, що тягне за собою встановлення опублікованого пакета, — 38 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.

74Добрий · 0% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — .github/copilot-instructions.md, AGENTS.md, CLAUDE.md, GEMINI.md, docs/how-to/agents.md
0/15Машиночитана документація (llms.txt)
34.3/40Читабельна історія комітів — намір зазначено у 56 з 87 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,644
agent_instruction_files.github/copilot-instructions.md, AGENTS.md, CLAUDE.md, GEMINI.md, docs/how-to/agents.md
agent_instruction_max_bytes4 115
Як обчислюється оцінка
0/18Розгортання однією командою
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — .eslintrc.json, .flake8
11/11Статична перевірка типів — codecarbon/py.typed, webapp/tsconfig.json
10/10Відтворюване середовище — Dockerfile, lockfile
10/10Підтверджена практика роботи з агентами — 7 з останніх 100 комітів створено агентом або з його зазначенням
8/8Автоматизоване супроводження — 11 з останніх 100 комітів — автоматичні оновлення залежностей
7/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
Використані вхідні дані
has_nixні
has_testsтак
lockfilespackage-lock.json, uv.lock
has_dockerfileтак
typed_languageні
bootstrap_files
has_devcontainerні
has_linter_configтак
typecheck_configscodecarbon/py.typed, webapp/tsconfig.json
agent_commit_share0,07
toolchain_manifests
dependency_bot_commit_share0,11
Як обчислюється оцінка
27/45Типізований код — Python з конфігурацією перевірки типів (codecarbon/py.typed, webapp/tsconfig.json)
54.9/55Керовані розміри файлів — 1/405 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes77 721
source_files_sampled405
oversized_source_files1
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
0/20Сервер MCP
40/40Придатні до запуску приклади — examples, notebooks
Використані вхідні дані
example_dirsexamples, notebooks
has_mcp_signalні
api_schema_files

Ключові факти

1 887зірок GitHub
97контриб'юторів
564комітів за останні 12 місяців
0днів від останнього пушу
68релізів
4бас-фактор
108відкритих issue
npm, PyPIпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch pypi package 'carbonserver' from its registry

Докладніше

Історія зірок і форків 0 ★ / 307 ⇿
0Зірки
307Форки
66Релізи

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.

012525037530572020-112023-092026-07
Мажорні 3Мінорні 11Патчі 46

Кожна точка охоплює 6 днів.

OpenSSF Scorecard 7.7 / 10
7.7сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-28 15:31 UTC

10Binary-Artifactsno binaries found in the repo
н/дBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests20 out of 20 merged PRs checked by a CI test -- score normalized to 10
2CII-Best-Practicesbadge detected: InProgress
10Code-Reviewall changesets reviewed
10Contributorsproject has 14 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
7Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 7
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities22 existing vulnerabilities detected
Прямі залежності 67
РеєстрПакетОбмеження версіїМаніфест
PyPIalembic<2.0.0carbonserver/pyproject.toml
PyPIauthlib>=1.7.2carbonserver/pyproject.toml
PyPIbcrypt<5.0.0carbonserver/pyproject.toml
PyPIpython-dateutil<3.0.0carbonserver/pyproject.toml
PyPIdependency-injector<5.0.0carbonserver/pyproject.toml
PyPIfastapi<0.140.5,>=0.138.1carbonserver/pyproject.toml
PyPIfastapicarbonserver/pyproject.toml
PyPIhttpx2>=2.0.0carbonserver/pyproject.toml
PyPIpydantic>=2.0.0,<3.0.0carbonserver/pyproject.toml
PyPIpydantic-settings>=2.14.2,<3.0.0carbonserver/pyproject.toml
PyPIpsycopg2-binary<3.0.0carbonserver/pyproject.toml
PyPIrequests<3.0.0carbonserver/pyproject.toml
PyPIsqlalchemy<2.0.0carbonserver/pyproject.toml
PyPIuvicorn<1.0.0carbonserver/pyproject.toml
PyPIfastapi-pagination<1.0.0carbonserver/pyproject.toml
PyPInumpycarbonserver/pyproject.toml
PyPIpsutilcarbonserver/pyproject.toml
PyPIrapidfuzzcarbonserver/pyproject.toml
PyPIPyJWTcarbonserver/pyproject.toml
PyPIfastapi-oidc>=0.0.9carbonserver/pyproject.toml
PyPIauthlib>=1.6.6carbonserver/pyproject.toml
PyPIjoserfc>=1.0.0carbonserver/pyproject.toml
PyPIitsdangerous>=2.2.0carbonserver/pyproject.toml
PyPIarrowpyproject.toml
PyPIauthlib>=1.2.1pyproject.toml
PyPIjoserfc>=1.0.0pyproject.toml
PyPIclickpyproject.toml
PyPIpandas>=2.3.3pyproject.toml
PyPIpandaspyproject.toml
PyPIprometheus_clientpyproject.toml
PyPIpsutil>= 6.0.0pyproject.toml
PyPIpy-cpuinfopyproject.toml
PyPIpydantic>=2.0.0,<3.0.0pyproject.toml
PyPInvidia-ml-pypyproject.toml
PyPIrapidfuzzpyproject.toml
PyPIrequestspyproject.toml
PyPIquestionarypyproject.toml
PyPIrichpyproject.toml
PyPItyperpyproject.toml
PyPIpycountrypyproject.toml
npm@radix-ui/react-dialog^1.1.15webapp/package.json
npm@radix-ui/react-dropdown-menu^2.1.16webapp/package.json
npm@radix-ui/react-label^2.1.8webapp/package.json
npm@radix-ui/react-navigation-menu^1.2.14webapp/package.json
npm@radix-ui/react-popover^1.1.15webapp/package.json
npm@radix-ui/react-select^2.2.6webapp/package.json
npm@radix-ui/react-separator^1.1.8webapp/package.json
npm@radix-ui/react-slot^1.2.4webapp/package.json
npm@radix-ui/react-switch^1.2.6webapp/package.json
npm@radix-ui/react-tabs^1.1.13webapp/package.json
npm@radix-ui/react-tooltip^1.2.8webapp/package.json
npmclass-variance-authority^0.7.1webapp/package.json
npmclsx^2.1.1webapp/package.json
npmcopy-to-clipboard^3.3.3webapp/package.json
npmdate-fns^3.6.0webapp/package.json
npmlucide-react^0.411.0webapp/package.json
npmreact19.1.0webapp/package.json
npmreact-day-picker^9.13.0webapp/package.json
npmreact-dom19.1.0webapp/package.json
npmreact-router-dom^7.17.0webapp/package.json
npmrecharts^2.15.4webapp/package.json
npmsonner^2.0.7webapp/package.json
npmswr^2.3.8webapp/package.json
npmtailwind-merge^2.6.1webapp/package.json
npmtailwindcss^4.3.1webapp/package.json
npmtailwindcss-animate^1.0.7webapp/package.json
npmzod^3.25.76webapp/package.json
Усі залежності 616

Повний розв'язаний набір залежностей із графа залежностей GitHub: 77 прямих і 539 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
npm@radix-ui/react-dialog1.1.15пряма
npm@radix-ui/react-dropdown-menu2.1.16пряма
npm@radix-ui/react-label2.1.8пряма
npm@radix-ui/react-navigation-menu1.2.14пряма
npm@radix-ui/react-popover1.1.15пряма
npm@radix-ui/react-select2.2.6пряма
npm@radix-ui/react-separator1.1.8пряма
npm@radix-ui/react-slot1.2.3пряма
npm@radix-ui/react-slot1.2.4пряма
npm@radix-ui/react-switch1.2.6пряма
npm@radix-ui/react-tabs1.1.13пряма
npm@radix-ui/react-tooltip1.2.8пряма
npmclass-variance-authority0.7.1пряма
npmclsx2.1.1пряма
npmcopy-to-clipboard3.3.3пряма
npmdate-fns3.6.0пряма
npmdate-fns4.1.0пряма
npmlucide-react0.411.0пряма
npmreact19.1.0пряма
npmreact-day-picker9.13.0пряма
npmreact-dom19.1.0пряма
npmreact-router-dom7.17.0пряма
npmrecharts2.15.4пряма
npmsonner2.0.7пряма
npmswr2.4.0пряма
npmtailwind-merge2.6.1пряма
npmtailwindcss4.3.1пряма
npmtailwindcss-animate1.0.7пряма
npmzod3.25.76пряма
PyPIalembic1.17.2пряма
PyPIalembic1.18.4пряма
PyPIarrow1.4.0пряма
PyPIauthlib1.7.2пряма
PyPIbcrypt4.3.0пряма
PyPIclick8.3.1пряма
PyPIclick8.4.1пряма
PyPIdependency-injector4.48.2пряма
PyPIdependency-injector4.49.0пряма
PyPIfastapi0.138.1пряма
PyPIfastapi0.140.4пряма
PyPIfastapi-oidc0.0.11пряма
PyPIfastapi-oidc0.0.9пряма
PyPIfastapi-pagination0.15.0пряма
PyPIfastapi-pagination0.15.14пряма
PyPIhttpx22.9.1пряма
PyPIitsdangerous2.2.0пряма
PyPIjoserfc1.7.0пряма
PyPInumpy2.2.6пряма
PyPInumpy2.4.2пряма
PyPInumpy2.4.6пряма
PyPInvidia-ml-py13.610.43пряма
PyPIpandas2.3.3пряма
PyPIpandas3.0.3пряма
PyPIprometheus-client0.25.0пряма
PyPIpsutil6.1.1пряма
PyPIpsutil7.2.2пряма
PyPIpsycopg2-binary2.9.11пряма
PyPIpsycopg2-binary2.9.12пряма
PyPIpy-cpuinfo9.0.0пряма
PyPIpycountry26.2.16пряма
PyPIpydantic2.12.5пряма
PyPIpydantic2.13.4пряма
PyPIpydantic-settings2.14.2пряма
PyPIpyjwt2.13.0пряма
PyPIpython-dateutil2.9.0.post0пряма
PyPIquestionary2.1.1пряма
PyPIrapidfuzz3.14.3пряма
PyPIrapidfuzz3.14.5пряма
PyPIrequests2.33.1пряма
PyPIrequests2.34.2пряма
PyPIrich14.2.0пряма
PyPIrich15.0.0пряма
PyPIsqlalchemy1.4.54пряма
PyPItyper0.20.0пряма
PyPItyper0.26.7пряма
PyPIuvicorn0.38.0пряма
PyPIuvicorn0.49.0пряма
npm@adobe/css-tools4.5.0непряма
npm@alloc/quick-lru5.2.0непряма
npm@asamuzakjp/css-color3.2.0непряма
npm@babel/code-frame7.29.0непряма
npm@babel/helper-validator-identifier7.28.5непряма
npm@babel/runtime7.28.6непряма
npm@csstools/color-helpers5.1.0непряма
npm@csstools/css-calc2.1.4непряма
npm@csstools/css-color-parser3.1.0непряма
npm@csstools/css-parser-algorithms3.0.5непряма
npm@csstools/css-tokenizer3.0.4непряма
npm@date-fns/tz1.4.1непряма
npm@emnapi/core1.10.0непряма
npm@emnapi/runtime1.10.0непряма
npm@emnapi/wasi-threads1.2.1непряма
npm@eslint-community/eslint-utils4.9.1непряма
npm@eslint-community/regexpp4.12.2непряма
npm@eslint/config-array0.21.1непряма
npm@eslint/config-helpers0.4.2непряма
npm@eslint/core0.17.0непряма
npm@eslint/eslintrc3.3.3непряма
npm@eslint/js9.39.2непряма
npm@eslint/object-schema2.1.7непряма
npm@eslint/plugin-kit0.4.1непряма
npm@floating-ui/core1.7.4непряма
npm@floating-ui/dom1.7.5непряма
npm@floating-ui/react-dom2.1.7непряма
npm@floating-ui/utils0.2.10непряма
npm@humanfs/core0.19.1непряма
npm@humanfs/node0.16.7непряма
npm@humanwhocodes/module-importer1.0.1непряма
npm@humanwhocodes/retry0.4.3непряма
npm@jridgewell/gen-mapping0.3.13непряма
npm@jridgewell/remapping2.3.5непряма
npm@jridgewell/resolve-uri3.1.2непряма
npm@jridgewell/sourcemap-codec1.5.5непряма
npm@jridgewell/trace-mapping0.3.31непряма
npm@napi-rs/wasm-runtime1.1.4непряма
npm@napi-rs/wasm-runtime1.1.5непряма
npm@oxc-project/types0.133.0непряма
npm@playwright/test1.60.0непряма
npm@radix-ui/number1.1.1непряма
npm@radix-ui/primitive1.1.3непряма
npm@radix-ui/react-arrow1.1.7непряма
npm@radix-ui/react-collection1.1.7непряма
npm@radix-ui/react-compose-refs1.1.2непряма
npm@radix-ui/react-context1.1.2непряма
npm@radix-ui/react-direction1.1.1непряма
npm@radix-ui/react-dismissable-layer1.1.11непряма
npm@radix-ui/react-focus-guards1.1.3непряма
npm@radix-ui/react-focus-scope1.1.7непряма
npm@radix-ui/react-id1.1.1непряма
npm@radix-ui/react-menu2.1.16непряма
npm@radix-ui/react-popper1.2.8непряма
npm@radix-ui/react-portal1.1.9непряма
npm@radix-ui/react-presence1.1.5непряма
npm@radix-ui/react-primitive2.1.3непряма
npm@radix-ui/react-primitive2.1.4непряма
npm@radix-ui/react-roving-focus1.1.11непряма
npm@radix-ui/react-use-callback-ref1.1.1непряма
npm@radix-ui/react-use-controllable-state1.2.2непряма
npm@radix-ui/react-use-effect-event0.0.2непряма
npm@radix-ui/react-use-escape-keydown1.1.1непряма
npm@radix-ui/react-use-layout-effect1.1.1непряма
npm@radix-ui/react-use-previous1.1.1непряма
npm@radix-ui/react-use-rect1.1.1непряма
npm@radix-ui/react-use-size1.1.1непряма
npm@radix-ui/react-visually-hidden1.2.3непряма
npm@radix-ui/rect1.1.1непряма
npm@rolldown/binding-android-arm641.0.3непряма
npm@rolldown/binding-darwin-arm641.0.3непряма
npm@rolldown/binding-darwin-x641.0.3непряма
npm@rolldown/binding-freebsd-x641.0.3непряма
npm@rolldown/binding-linux-arm-gnueabihf1.0.3непряма
npm@rolldown/binding-linux-arm64-gnu1.0.3непряма
npm@rolldown/binding-linux-arm64-musl1.0.3непряма
npm@rolldown/binding-linux-ppc64-gnu1.0.3непряма
npm@rolldown/binding-linux-s390x-gnu1.0.3непряма
npm@rolldown/binding-linux-x64-gnu1.0.3непряма
npm@rolldown/binding-linux-x64-musl1.0.3непряма
npm@rolldown/binding-openharmony-arm641.0.3непряма
npm@rolldown/binding-wasm32-wasi1.0.3непряма
npm@rolldown/binding-win32-arm64-msvc1.0.3непряма
npm@rolldown/binding-win32-x64-msvc1.0.3непряма
npm@rolldown/pluginutils1.0.1непряма
npm@standard-schema/spec1.1.0непряма
npm@tailwindcss/node4.3.1непряма
npm@tailwindcss/oxide4.3.1непряма
npm@tailwindcss/oxide-android-arm644.3.1непряма
npm@tailwindcss/oxide-darwin-arm644.3.1непряма
npm@tailwindcss/oxide-darwin-x644.3.1непряма
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npm@tailwindcss/oxide-linux-arm64-musl4.3.1непряма
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npm@tailwindcss/oxide-linux-x64-musl4.3.1непряма
npm@tailwindcss/oxide-wasm32-wasi4.3.1непряма
npm@tailwindcss/oxide-win32-arm64-msvc4.3.1непряма
npm@tailwindcss/oxide-win32-x64-msvc4.3.1непряма
npm@tailwindcss/postcss4.3.1непряма
npm@testing-library/dom10.4.1непряма
npm@testing-library/jest-dom6.9.1непряма
npm@testing-library/react16.3.2непряма
npm@testing-library/user-event14.6.1непряма
npm@tybys/wasm-util0.10.2непряма
npm@types/aria-query5.0.4непряма
npm@types/chai5.2.3непряма
npm@types/d3-array3.2.2непряма
npm@types/d3-color3.1.3непряма
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npm@types/json-schema7.0.15непряма
npm@types/node20.19.30непряма
npm@types/react19.1.0непряма
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Сповіщення про залежності 0

Встановлення pypi:codecarbon@3.2.9 тягне 38 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
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          "body": "Bumps the uv group with 4 updates in the / directory: [cryptography](https://github.com/pyca/cryptography), [pyjwt](https://github.com/jpadilla/pyjwt), [python-multipart](https://github.com/Kludex/python-multipart) and [starlette](https://github.com/Kludex/starlette).\nBumps the uv group with 2 updat\n[…]\nion\n  dependency-group: uv\n- dependency-name: starlette\n  dependency-version: 1.3.1\n  dependency-type: direct:production\n  dependency-group: uv\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump the uv group across 3 directories with 4 updates",
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          "body": "Add a dedicated \"Tracking Mode\" section to configuration.md explaining\nthat tracking_mode=\"machine\" (default) measures whole-machine RAM and CPU,\nwhile tracking_mode=\"process\" isolates to the tracked process only.\nAlso clarifies that GPU is unaffected by this setting.",
          "is_bot": false,
          "headline": "docs: clarify tracking_mode affects RAM and CPU (#484) (#1163)",
          "author_name": "Hamza Mobeen",
          "author_login": "hamza-mobeen",
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          "body": "Bumps the npm_and_yarn group with 1 update in the /webapp directory: [ws](https://github.com/websockets/ws).\n\n\nUpdates `ws` from 8.20.1 to 8.21.1\n- [Release notes](https://github.com/websockets/ws/releases)\n- [Commits](https://github.com/websockets/ws/compare/8.20.1...8.21.1)\n\n---\nupdated-dependenci\n[…]\n dependency-type: indirect\n  dependency-group: npm_and_yarn\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "build(deps): bump ws (#1267)",
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          "headline": "Merge pull request #1261 from mlco2/release/3.2.9",
          "author_name": "Benoît Courty",
          "author_login": "benoit-cty",
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          "oid": "68e0f715147d2574c4405272b8d879b9e6b02536",
          "body": "…alls-every-second\n\nPerformance improvement: Avoid unnecessary GPU detail queries in _monitor_power()",
          "is_bot": false,
          "headline": "Merge pull request #1264 from vishali-mp/perf/issue-gpu-heavyweight-c…",
          "author_name": "Benoît Courty",
          "author_login": "benoit-cty",
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          "headline": "tests: fix mock arg mismatch in start_task init failure test",
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          "oid": "a7f0f0a34cc2e3b9e7cceddf5b33cbe631107c64",
          "body": "Covers all guard conditions in the monitoring loop:\n- gpu_index is None → entry skipped\n- gpu_index not in monitored set → entry skipped\n- gpu_utilization key missing → entry skipped\n- empty list from get_gpu_utilization_list() → nothing collected",
          "is_bot": false,
          "headline": "test(gpu): add edge case tests for _monitor_power lightweight path",
          "author_name": "Vishali M P",
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          "headline": "Add benchmarks to backup the changes",
          "author_name": "Vishali M P",
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          "committed_at": "2026-07-07T19:43:20Z",
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          "oid": "0c34475b0b4b8b69abd8245a9663826ddfd93b80",
          "body": "_get_gpu_details makes 8 NVML calls per GPU (memory, temperature, power,\nenergy, utilization, compute mode, compute processes, graphics processes)\nbut _monitor_power only consumes gpu_index and gpu_utilization.\n\nAdd get_gpu_utilization_lightweight() which makes 1 NVML call per GPU\n(nvmlDeviceGetUtil\n[…]\ning cycle from 8 to 1 per GPU — on an\n8-GPU system that's 56 fewer NVML calls per second (64 → 8).\n\nget_gpu_details() is preserved unchanged for measure_power_and_energy\nwhere power_usage is consumed.",
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          "headline": "perf(gpu): skip heavyweight NVML calls in _monitor_power hot path",
          "author_name": "Vishali M P",
          "author_login": "vishali-mp",
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          "body": "…254)\n\n* perf: cache hardware detection and optimize warm-path reuse\n\nAdd process-level hardware setup cache, probe result caching, platform-aware\nCPU backend selection, and parallel CPU/GPU setup for faster repeat runs.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* test: eagerly reset probe m\n[…]\nto wrapped user commands.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\nCo-authored-by: inimaz <49730431+inimaz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "perf: speed up CLI monitor startup and fix wrapped commands (4/4) (#1…",
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          "author_login": "davidberenstein1957",
          "committed_at": "2026-06-29T16:50:34Z",
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          "oid": "553e85284361a4788e402ec82c80f149c9067686",
          "body": "* perf: cache hardware detection and optimize warm-path reuse\n\nAdd process-level hardware setup cache, probe result caching, platform-aware\nCPU backend selection, and parallel CPU/GPU setup for faster repeat runs.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* test: eagerly reset probe module c\n[…]\neriment id is configured.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\nCo-authored-by: inimaz <49730431+inimaz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "perf: defer API run creation until first emission upload (3/4) (#1253)",
          "author_name": "David Berenstein",
          "author_login": "davidberenstein1957",
          "committed_at": "2026-06-29T12:16:34Z",
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          "is_bot": false,
          "headline": "perf: cache hardware detection and optimize warm-path reuse (2/4) (#1…",
          "author_name": "David Berenstein",
          "author_login": "davidberenstein1957",
          "committed_at": "2026-06-29T12:10:33Z",
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          "oid": "aea5d20a740a174d73f14b580e1c149afc0b8c4a",
          "body": "* fix: requirements-api.txt tested in ci\n\n* ci: run only on push",
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          "headline": "fix: requirements-api.txt tested in ci (#1258)",
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          "committed_at": "2026-06-28T10:50:15Z",
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          "oid": "48450553670f33f5e92109c8c97d8346ebcaeb8a",
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          "headline": "chore: docker compose runs without auth (#1250)",
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          "is_bot": false,
          "headline": "perf: defer tracker initialization and slim import path (1/4) (#1251)",
          "author_name": "David Berenstein",
          "author_login": "davidberenstein1957",
          "committed_at": "2026-06-22T08:20:10Z",
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          "headline": "build(deps): bump the pip group across 2 directories with 5 updates (…",
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          "oid": "58acafaeaa25a17d7fdf5a924a8c2806857b2385",
          "body": "…dates (#1244)\n\nBumps the npm_and_yarn group with 2 updates in the /webapp directory: [form-data](https://github.com/form-data/form-data) and [js-yaml](https://github.com/nodeca/js-yaml).\n\n\nUpdates `form-data` from 4.0.5 to 4.0.6\n- [Release notes](https://github.com/form-data/form-data/releases)\n- [\n[…]\n dependency-type: indirect\n  dependency-group: npm_and_yarn\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "build(deps): bump the npm_and_yarn group across 1 directory with 2 up…",
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          "headline": "fix(UI): align date picker month arrows (#1233)",
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          "committed_at": "2026-06-15T18:31:28Z",
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          "headline": "build(deps): bump the npm_and_yarn group across 1 directory with 7 up…",
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          "headline": "perf(file): read only header row instead of entire CSV in has_valid_h…",
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          "headline": "Merge pull request #1156 from mlco2/feat/intel_npu_support",
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          "headline": "NUMBER_OF_IMAGES",
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          "is_bot": false,
          "headline": "wip NPU use",
          "author_name": "benoit-cty",
          "author_login": null,
          "committed_at": "2026-06-07T20:36:06Z",
          "body_truncated": false,
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          "is_bot": false,
          "headline": "fix: set back app alias (with clever nodejs legacy app removed) (#1228)",
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          "author_login": "SaboniAmine",
          "committed_at": "2026-06-07T20:27:30Z",
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          "is_coding_agent": false
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          "body": "* fix(front): add public project encryption key & ci update\n\n* fix: add skeletons to show loading phase for scatter charts & time series charts\n\n* fix: fix front end CD\n\n* fix: update mocks for tests",
          "is_bot": false,
          "headline": "fix(front): fix dashboard public sharing and front ci (#1212)",
          "author_name": "Amine Saboni",
          "author_login": "SaboniAmine",
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          "body_truncated": false,
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          "body": "fix: upgrade pydantic in codecarbon package",
          "is_bot": false,
          "headline": "Merge pull request #1226 from mlco2/fix/pydantic-version-package",
          "author_name": "Benoît Courty",
          "author_login": "benoit-cty",
          "committed_at": "2026-06-07T11:29:22Z",
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          "is_bot": false,
          "headline": "fix: remove api group from package pyproject",
          "author_name": "inimaz",
          "author_login": "inimaz",
          "committed_at": "2026-06-07T09:50:15Z",
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          "headline": "fix: upgrade pydantic in codecarbon package",
          "author_name": "inimaz",
          "author_login": "inimaz",
          "committed_at": "2026-06-07T09:48:06Z",
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        },
        {
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          "body": "* bump deps\n\n* Remove Fief\n\n---------\n\nCo-authored-by: benoit-cty <anne@onyme.fr>",
          "is_bot": false,
          "headline": "Fix API deployment (#1222)",
          "author_name": "Benoît Courty",
          "author_login": "benoit-cty",
          "committed_at": "2026-06-07T08:39:27Z",
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          "is_coding_agent": false
        },
        {
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          "body": "* feat: first version of telemetry\n\n* tests: add a test so that client and server do not differ",
          "is_bot": false,
          "headline": "feat: first version of telemetry (#1171)",
          "author_name": "inimaz",
          "author_login": "inimaz",
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          "body": "Fix: Look up failure for nordic regions using online emissions tracker",
          "is_bot": false,
          "headline": "Merge pull request #1224 from kbarkhad/issue_swedish_region",
          "author_name": "Benoît Courty",
          "author_login": "benoit-cty",
          "committed_at": "2026-06-07T07:08:27Z",
          "body_truncated": false,
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        {
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          "is_bot": false,
          "headline": "ran pre-commit",
          "author_name": "kbarkhad",
          "author_login": "kbarkhad",
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          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "Fix noisy fallback",
          "author_name": "kbarkhad",
          "author_login": "kbarkhad",
          "committed_at": "2026-06-06T21:43:31Z",
          "body_truncated": false,
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          "body": "…-loop\n\nperf(cpu): Replace side-effect-only map() usage with for-loop in measurement",
          "is_bot": false,
          "headline": "Merge pull request #1219 from vishali-mp/perf/issue-2-list-map-to-for…",
          "author_name": "Benoît Courty",
          "author_login": "benoit-cty",
          "committed_at": "2026-06-06T11:43:36Z",
          "body_truncated": false,
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          "oid": "829912f7ec50d893a3d85375d2bc628e2024ede2",
          "body": "list(map(lambda rapl_file: rapl_file.delta(duration), self._rapl_files))\nwas allocating a disposable List[None] purely for side effects. A plain\nfor loop avoids the allocation and is more idiomatic.",
          "is_bot": false,
          "headline": "perf(cpu): replace list(map(...)) with for loop in get_cpu_details",
          "author_name": "Vishali M P",
          "author_login": null,
          "committed_at": "2026-06-06T09:43:52Z",
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          "body": "…1197\n\nfix: migrate authlib.jose to joserfc (#1197)",
          "is_bot": false,
          "headline": "Merge pull request #1199 from MatthewJamisonJS/fix/joserfc-migration-…",
          "author_name": "Benoît Courty",
          "author_login": "benoit-cty",
          "committed_at": "2026-06-06T09:43:12Z",
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          "oid": "1f090367d30d0dd794db5c05414ceb4d19f40774",
          "body": "Address review follow-ups on the authlib.jose -> joserfc migration:\n\n- tests/cli/test_cli_auth.py: strengthen test_validate_access_token_valid\n  with a realistic claims dict (exp/iat/sub) so JWTClaimsRegistry actually\n  exercises its default validators instead of trivially passing on an\n  empty payl\n[…]\nvider.py: add\n  test_decode_token_falls_back_to_jwks_when_fief_fails covering the\n  previously-untested JWKS fallback in OIDCAuthProvider._decode_token —\n  the only joserfc-using path in carbonserver.",
          "is_bot": false,
          "headline": "test: cover joserfc migration paths (#1197)",
          "author_name": "Matthew Jamison",
          "author_login": "MatthewJamisonJS",
          "committed_at": "2026-06-06T09:38:45Z",
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          "body": "authlib.jose emits AuthlibDeprecationWarning and will be incompatible\nbefore authlib 2.0.0. Replace with joserfc, the authlib-recommended\nsuccessor library.\n\nChanges:\n- codecarbon/cli/auth.py: KeySet.import_key_set + jwt.decode +\n  JWTClaimsRegistry().validate() for access-token validation\n- carbons\n[…]\nserfc>=1.0.0 to lib and server dependencies\n- Update cli auth tests to patch joserfc.jwk.KeySet instead of\n  authlib.jose.JsonWebKey; token.claims now an attribute, not a dict\n  with validate() method",
          "is_bot": false,
          "headline": "fix: migrate authlib.jose to joserfc (#1197)",
          "author_name": "Matthew Jamison",
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          "is_bot": false,
          "headline": "Merge pull request #1218 from mlco2/dependabot/uv/uv-dd9d58ce2a",
          "author_name": "Benoît Courty",
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          "body": "build(deps): bump the pip group across 2 directories with 1 update",
          "is_bot": false,
          "headline": "Merge pull request #1217 from mlco2/dependabot/pip/pip-884d536faf",
          "author_name": "Benoît Courty",
          "author_login": "benoit-cty",
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        },
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          "body": "Bumps the uv group with 1 update in the / directory: [starlette](https://github.com/Kludex/starlette).\nBumps the uv group with 1 update in the /carbonserver directory: [starlette](https://github.com/Kludex/starlette).\nBumps the uv group with 1 update in the /requirements directory: [starlette](https\n[…]\nect\n  dependency-group: uv\n- dependency-name: starlette\n  dependency-version: 1.0.1\n  dependency-type: direct:production\n  dependency-group: uv\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump the uv group across 3 directories with 1 update",
          "author_name": "dependabot[bot]",
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          "body_truncated": true,
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          "oid": "27ac786e9764828f2ba192353885259972bf7efa",
          "body": "Bumps the pip group with 1 update in the / directory: [starlette](https://github.com/Kludex/starlette).\nBumps the pip group with 1 update in the /requirements directory: [starlette](https://github.com/Kludex/starlette).\n\n\nUpdates `starlette` from 0.50.0 to 1.0.1\n- [Release notes](https://github.com/\n[…]\nn\n  dependency-group: pip\n- dependency-name: starlette\n  dependency-version: 1.0.1\n  dependency-type: direct:production\n  dependency-group: pip\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump the pip group across 2 directories with 1 update",
          "author_name": "dependabot[bot]",
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          "oid": "0161337c6c6b2831f474c01b45676ceab8415803",
          "body": "Fix OSX psutil detection",
          "is_bot": false,
          "headline": "Merge pull request #1211 from mlco2/fix/#1210_psutil_mac",
          "author_name": "Benoît Courty",
          "author_login": "benoit-cty",
          "committed_at": "2026-05-31T16:07:42Z",
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          "is_bot": false,
          "headline": "Coverage",
          "author_name": "benoit-cty",
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          "is_bot": false,
          "headline": "Coverage",
          "author_name": "benoit-cty",
          "author_login": null,
          "committed_at": "2026-05-31T15:46:47Z",
          "body_truncated": false,
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "Fix OSX psutil detection",
          "author_name": "benoit-cty",
          "author_login": null,
          "committed_at": "2026-05-31T15:46:47Z",
          "body_truncated": false,
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          "oid": "d215e2153eaa184f469aefef50a4709382ccf0e8",
          "body": "Log a warning when local CLI access-token validation is skipped because the auth server cannot be reached, while preserving the existing availability fallback.\n\nFixes #1208\n\nCo-authored-by: Puneet Dixit <236133619+puneetdixit200@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Warn when auth validation falls back to API (#1209)",
          "author_name": "Puneet Dixit",
          "author_login": "puneetdixit200",
          "committed_at": "2026-05-27T07:40:54Z",
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          "is_coding_agent": false
        },
        {
          "oid": "5a7cee8c85b6b47e3d7d710801f8929768eee647",
          "body": "* feat(front): migrate next app to react\n* feat(api): add pre ping to activate sql connexion\n\n* fix: change caddy configuration\n\n* fix: add tests, mocks, lint\n\n* fix: experiment id parsing, add components tests\n\n* fix: fix pnpm version\n\n* fix: add mock service\n\n* fix: fix build folfder\n\n* fix: remove pnpm",
          "is_bot": false,
          "headline": "front end migration to pur react (#1076)",
          "author_name": "Amine Saboni",
          "author_login": "SaboniAmine",
          "committed_at": "2026-05-26T18:22:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a88000fbf6d6ce522a06870e68304ddcd56e631c",
          "body": "tests: check client server schema compatibility",
          "is_bot": false,
          "headline": "Merge pull request #1207 from puneetdixit200/tests/schema-compatibility",
          "author_name": "Benoît Courty",
          "author_login": "benoit-cty",
          "committed_at": "2026-05-20T16:37:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "tests: check client server schema compatibility",
          "author_name": "Puneet Dixit",
          "author_login": "puneetdixit200",
          "committed_at": "2026-05-20T16:23:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d2ce06463014578d23d1d8d886ae0ecf4b9608e4",
          "body": "fix(cli): use OfflineEmissionsTracker for offline monitor runs",
          "is_bot": false,
          "headline": "Merge pull request #1202 from mlco2/fix/monitor-offline-tracker",
          "author_name": "Benoît Courty",
          "author_login": "benoit-cty",
          "committed_at": "2026-05-20T15:54:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e68906a7d0930c44235856d4cf6a65db37606cc9",
          "body": null,
          "is_bot": false,
          "headline": "Add tests",
          "author_name": "benoit-cty",
          "author_login": null,
          "committed_at": "2026-05-20T15:48:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2551f8fd40393bba38800bb0d7312e243a4babbf",
          "body": "Pass an explicit offline flag from monitor to run_and_monitor so tracker\nselection matches the non-delegate path instead of inferring from kwargs.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(cli): use OfflineEmissionsTracker for offline monitor runs",
          "author_name": "davidberenstein1957",
          "author_login": "davidberenstein1957",
          "committed_at": "2026-05-20T15:48:38Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
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          "body": "fix: amdsmi import when libamd_smi is missing (macOS / no ROCm)",
          "is_bot": false,
          "headline": "Merge pull request #1201 from mlco2/fix/amdsmi-import-keyerror-macos",
          "author_name": "Benoît Courty",
          "author_login": "benoit-cty",
          "committed_at": "2026-05-20T12:48:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "run precommit",
          "author_name": "benoit-cty",
          "author_login": null,
          "committed_at": "2026-05-20T12:45:05Z",
          "body_truncated": false,
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        },
        {
          "oid": "241e498db409241ab4ae885bdd18afac7a97289d",
          "body": "…failures\n\nAgent-Logs-Url: https://github.com/mlco2/codecarbon/sessions/009db467-8429-4146-8907-bcbd0a16593b\n\nCo-authored-by: benoit-cty <6603048+benoit-cty@users.noreply.github.com>",
          "is_bot": true,
          "headline": "test: add coverage for OSError/KeyError/AttributeError amdsmi import …",
          "author_name": "copilot-swe-agent[bot]",
          "author_login": "Copilot",
          "committed_at": "2026-05-20T10:19:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef18da7a157369c32c57474fd0c8ec2dd897b520",
          "body": "Keep original warning message and comment; catch OSError and KeyError\nwhen libamd_smi fails to load (e.g. macOS with amdsmi wheel but no ROCm).\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(gpu_amd): only extend amdsmi import except types",
          "author_name": "davidberenstein1957",
          "author_login": "davidberenstein1957",
          "committed_at": "2026-05-20T09:37:26Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "738b812a1a3bc5d23965c6d5bfdd81a488dcabbf",
          "body": "When the amdsmi Python package is installed without ROCm (e.g. on macOS),\nimport can raise KeyError while resolving libamd_smi.so. Treat AttributeError,\nOSError, and KeyError like a broken install: disable AMD metrics and warn\ninstead of crashing the CodeCarbon CLI on import.",
          "is_bot": false,
          "headline": "fix: handle amdsmi load failures when libamd_smi is missing",
          "author_name": "davidberenstein1957",
          "author_login": "davidberenstein1957",
          "committed_at": "2026-05-20T09:37:26Z",
          "body_truncated": false,
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        },
        {
          "oid": "afa3ac816132bf7f545d3ec2a4b3402ff106b3ae",
          "body": "…e-154\n\nDocument hardware measurement scope",
          "is_bot": false,
          "headline": "Merge pull request #1204 from zhouzhou626/docs/document-hardware-scop…",
          "author_name": "Benoît Courty",
          "author_login": "benoit-cty",
          "committed_at": "2026-05-20T09:35:05Z",
          "body_truncated": false,
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          "oid": "ad4c52d54b0c8f0cbd36452e1c4cb6602c0e076c",
          "body": null,
          "is_bot": false,
          "headline": "docs: clarify hardware scope rationale",
          "author_name": "zhouzhou626",
          "author_login": "zhouzhou626",
          "committed_at": "2026-05-20T09:30:47Z",
          "body_truncated": false,
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        },
        {
          "oid": "89602924d02517a89aae9b94d806b80209d551cf",
          "body": null,
          "is_bot": false,
          "headline": "docs: document hardware measurement scope",
          "author_name": "zhouzhou626",
          "author_login": "zhouzhou626",
          "committed_at": "2026-05-20T09:30:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8eb90009e4e4b737b3e235b1ffe576c429e9c38",
          "body": "build(deps): bump the uv group across 3 directories with 1 update",
          "is_bot": false,
          "headline": "Merge pull request #1205 from mlco2/dependabot/uv/uv-5bbef279d1",
          "author_name": "Benoît Courty",
          "author_login": "benoit-cty",
          "committed_at": "2026-05-20T09:19:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "01b14912f898851ae4a9af74a1d6c2755f0aa472",
          "body": "Bumps the uv group with 1 update in the / directory: [idna](https://github.com/kjd/idna).\nBumps the uv group with 1 update in the /carbonserver directory: [idna](https://github.com/kjd/idna).\nBumps the uv group with 1 update in the /requirements directory: [idna](https://github.com/kjd/idna).\n\n\nUpda\n[…]\nndirect\n  dependency-group: uv\n- dependency-name: idna\n  dependency-version: '3.15'\n  dependency-type: direct:production\n  dependency-group: uv\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump the uv group across 3 directories with 1 update",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-19T21:10:10Z",
          "body_truncated": true,
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        },
        {
          "oid": "7000cd4beef23987c9e64b2030093fe8cf9512b2",
          "body": null,
          "is_bot": false,
          "headline": "How to test the release (#1198)",
          "author_name": "Benoît Courty",
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              "days_since_last_human_commit": 0,
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            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 0 days ago",
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                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 0
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                  }
                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "excellent",
        "name": "Community & Adoption",
        "value": 87,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "good",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "forks": 307,
              "stars": 1887,
              "watchers": 26,
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              "growth_factor_pct": 100,
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            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "1,887 stars",
                "points": 53.1,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 1887
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "307 forks",
                "points": 20.7,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 307
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "26 watchers",
                "points": 7.8,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 26
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
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                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
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                "status": "met",
                "details": [],
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              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
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              },
              {
                "key": "issue_template",
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                "points": 0,
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              },
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                "key": "pr_template",
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                "max_points": 6.3
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            ]
          },
          {
            "key": "ecosystem_adoption",
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            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 88,
            "inputs": {
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 181657
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            "components": [
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "181,657 downloads/month across pypi",
                "points": 70.1,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 181657,
                      "ecosystems": "pypi"
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 82,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "good",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 83,
            "inputs": {
              "bus_factor": 4,
              "contributors_sampled": 97,
              "top_contributor_share": 0.259
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "4 contributor(s) cover half of all commits",
                "points": 43.2,
                "status": "partial",
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                  {
                    "code": "bus_factor",
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                      "count": 4
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                  }
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                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 26% of commits",
                "points": 16.7,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 26
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "97 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 97
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 14 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "merged_prs": 652,
              "open_issues": 108,
              "closed_issues": 350,
              "issue_closed_ratio": 0.764,
              "closed_unmerged_prs": 105
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "76% of issues closed",
                "points": 35.7,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 76
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "652/757 decided PRs merged",
                "points": 32.9,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
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                      "merged": 652,
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                  }
                ],
                "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
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            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "followers": 100,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "mlco2",
              "public_repos": 13,
              "account_age_days": 2541
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
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                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "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": "100 followers of mlco2",
                "points": 14.4,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
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                      "login": "mlco2"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "13 public repos, account ~6 yr old",
                "points": 20.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 13
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 6
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                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "codecarbon"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 8
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
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                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 8 days ago",
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                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 8
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                ],
                "max_points": 35
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              {
                "key": "version_history",
                "name": "Version history",
                "detail": "74 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 74
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                  }
                ],
                "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": "excellent",
        "name": "Engineering Quality",
        "value": 100,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "note": null,
            "notes": [],
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            "inputs": {
              "has_ci": true,
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              "has_editorconfig": true,
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            "components": [
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "14 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
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                      "count": 14
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                ],
                "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": ".eslintrc.json, .flake8",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
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                  }
                ],
                "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": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "20 out of 20 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
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                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "ai-ethics",
                "carbon-emissions",
                "carbon-footprint",
                "co2-emissions",
                "energy-consumption",
                "energy-efficiency",
                "fairness",
                "sustainability"
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              "has_wiki": true,
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              "has_readme": true,
              "has_docs_dir": true,
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            "components": [
              {
                "key": "readme",
                "name": "README",
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                "points": 30,
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                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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              },
              {
                "key": "repository_description",
                "name": "Repository description",
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                "max_points": 10
              },
              {
                "key": "topics",
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                "details": [
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                ],
                "max_points": 10
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              {
                "key": "wiki",
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                "status": "met",
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                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 82,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
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                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 77,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
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              "scorecard_aggregate": 7.7
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            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
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              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
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                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "20 out of 20 merged PRs checked by a CI test -- score normalized to 10",
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                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "badge detected: InProgress",
                "points": 0.5,
                "status": "partial",
                "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 14 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": "30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "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": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "22 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "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:codecarbon@3.2.9 runtime dependency closure — what installing the published package pulls in — 38 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:codecarbon@3.2.9",
                  "assessed": 38
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 38,
              "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": 38,
              "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",
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                "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": 3
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 74,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.644,
              "agent_instruction_files": [
                ".github/copilot-instructions.md",
                "AGENTS.md",
                "CLAUDE.md",
                "GEMINI.md",
                "docs/how-to/agents.md"
              ],
              "agent_instruction_max_bytes": 4115
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".github/copilot-instructions.md, AGENTS.md, CLAUDE.md, GEMINI.md, docs/how-to/agents.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".github/copilot-instructions.md, AGENTS.md, CLAUDE.md, GEMINI.md, docs/how-to/agents.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "56 of 87 human commits state their intent (structured subject or explanatory body)",
                "points": 34.3,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 56,
                      "sampled": 87
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "codecarbon/py.typed",
                "webapp/tsconfig.json"
              ],
              "agent_commit_share": 0.07,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.11
            },
            "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": ".eslintrc.json, .flake8",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".eslintrc.json, .flake8"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "codecarbon/py.typed, webapp/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "codecarbon/py.typed, webapp/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "7 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 7,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "11 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 11,
                      "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 7",
                "points": 7,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 77721,
              "source_files_sampled": 405,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (codecarbon/py.typed, webapp/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "codecarbon/py.typed, webapp/tsconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/405 source files over 60KB",
                "points": 54.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 405,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch pypi package 'carbonserver' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T15:31:46.231969Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mlco2/codecarbon.svg",
  "full_name": "mlco2/codecarbon",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

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

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