Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-28 15:22 UTC

elijah-mullens / paddle

Python Atmospheric Dynamics: Discovering and Learning about Exoplanets. An open-source, user-friendly python version of canoe.

PythonMIT★ 1 зірка⑂ 1 форкз жовт. 2025 р.Переглянути на GitHub ↗

elijah-mullens/paddle має індекс здоров’я 64 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (86/100), найнижчий — Community & Adoption (37/100). Останнє оновлення було 12 днів тому. Більшість нещодавньої роботи виконують 2 учасники.

64
загалом / 100
Помірний

Індекс здоров'я програмного забезпечення

Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.

64
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

Elijah MullensОсобистий обліковий запис
1 підписник4 публічні репозиторіїз серп. 2022 р.

Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
PyPIpaddle1.3.1149 1574412 днів тому

Метрики за категоріями

Життєздатність

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

83Добрий · 22% загального індексу
Як обчислюється оцінка
28.8/36Свіжість push — останній push 12 дн. тому
14.5/36Ритм комітів — 21/52 тижнів із комітами
18/18Обсяг комітів — 139 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 25 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year139
human_commit_share0,68
days_since_last_push12
active_weeks_last_year21
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 38 релізів
36/36Свіжість релізів — останній реліз 12 дн. тому
27/27Ритм релізів — реліз кожні ~5,3 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count38
latest_release_tagv1.3.11
releases_from_tagsні
days_since_latest_release12
mean_days_between_releases5,3
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?

37У зоні ризику · 18% загального індексу
Як обчислюється оцінка
0/60Зірки — 1 зірок
0/25Форки — 1 форків
0/15Спостерігачі — 0 спостерігачів
Використані вхідні дані
forks1
stars1
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingні
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні
Як обчислюється оцінка
62.6/80Щомісячні завантаження — 49 157 завантажень/місяць у pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagespaddle
dependents
ecosystemspypi
total_downloads
monthly_downloads49 157
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?

56Помірний · 24% загального індексу
Як обчислюється оцінка
25.2/54Бас-фактор — на 2 контриб’ютор(ів) припадає половина всіх комітів
12.3/22.5Розподіл комітів — головний контриб’ютор — автор 45% комітів
6.8/13.5Широта контриб’юторів — 5 контриб’юторів
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Використані вхідні дані
bus_factor2
contributors_sampled5
top_contributor_share0,454
Як обчислюється оцінка
23.4/46.8Вирішення issue — закрито 50% issue
37.3/38.3Прийняття PR — злито 40/41 вирішених PR
0/15OpenSSF Scorecard: Code-Review — Found 1/28 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs40
open_issues1
closed_issues1
issue_closed_ratio0,5
closed_unmerged_prs1

Власність та опіка

32У зоні ризику
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
2.2/25Охоплення власника — 1 підписників у elijah-mullens
13.1/25Послужний список — 4 публічних репозиторіїв, вік облікового запису ~3 р.
Використані вхідні дані
followers1
owner_typeUser
is_verified
owner_loginelijah-mullens
public_repos4
account_age_days1 456
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 12 дн. тому
20/20Історія версій — 44 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagespaddle
ecosystemspypi
any_deprecatedні
min_days_since_publish12

Інженерна якість

Чи наявні базові інженерні практики та документація?

86Відмінний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 2 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера
9.6/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configтак
Як обчислюється оцінка
30/30README
25/25Каталог документації
0/15Сайт документації / домашня сторінка
10/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics
has_wikiтак
homepage
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

54Помірний · 16% загального індексу

Стан безпеки

42У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 1/28 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 25 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4,2
Виключено з оцінювання (немає даних або не застосовно): 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_packages16
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:paddle@1.3.11 — тим, що тягне за собою встановлення опублікованого пакета, — 16 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.

46У зоні ризику · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
25.1/40Читабельна історія комітів — намір зазначено у 32 з 68 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,471
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера
0/11Статична перевірка типів
10/10Відтворюване середовище — Dockerfile
0/10Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfiles
has_dockerfileтак
typed_languageні
bootstrap_filesMakefile
has_devcontainerні
has_linter_configтак
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
0/45Типізований код — Python без конфігурації перевірки типів
55/55Керовані розміри файлів — 0/54 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes27 028
source_files_sampled54
oversized_source_files0
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
0/20Сервер MCP
40/40Придатні до запуску приклади — notebooks
Використані вхідні дані
example_dirsnotebooks
has_mcp_signalні
api_schema_files

Ключові факти

1зірок GitHub
5контриб'юторів
139комітів за останні 12 місяців
12днів від останнього пушу
38релізів
2бас-фактор
1відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Докладніше

OpenSSF Scorecard 4.2 / 10
4.2сукупно

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 15:22 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 1/28 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained25 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
8Vulnerabilities2 existing vulnerabilities detected
Прямі залежності 5
РеєстрПакетОбмеження версіїМаніфест
PyPItorch>=2.6.0pyproject.toml
PyPIsnapypyproject.toml
PyPIscipypyproject.toml
PyPInetCDF4pyproject.toml
PyPIrich>=13pyproject.toml
Усі залежності не зібрано

Не вдалося зібрати розв'язаний набір залежностей для цього звіту: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Сповіщення про залежності 0

Встановлення pypi:paddle@1.3.11 тягне 16 пакетів, прямих і транзитивних: 0 мають відомі сповіщення, з них 0 — прямі залежності.

Жодне відоме сповіщення не стосується оцінених залежностей.

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

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 9923,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Lua": 3345,
        "Shell": 11217,
        "Python": 259929,
        "Makefile": 5088,
        "Dockerfile": 4390
      },
      "pushed_at": "2026-07-16T02:27:48Z",
      "created_at": "2025-10-24T15:47:17Z",
      "owner_type": "User",
      "updated_at": "2026-07-16T02:27:52Z",
      "description": "Python Atmospheric Dynamics: Discovering and Learning about Exoplanets. An open-source, user-friendly python version of canoe. ",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "Elijah Mullens",
      "type": "User",
      "login": "elijah-mullens",
      "company": null,
      "location": null,
      "followers": 1,
      "avatar_url": "https://avatars.githubusercontent.com/u/110417762?v=4",
      "created_at": "2022-08-01T17:35:24Z",
      "is_verified": null,
      "public_repos": 4,
      "account_age_days": 1456
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.3.11",
          "kind": "patch",
          "published_at": "2026-07-16T02:28:07Z"
        },
        {
          "tag": "v1.3.10",
          "kind": "patch",
          "published_at": "2026-07-15T14:05:19Z"
        },
        {
          "tag": "v1.3.9",
          "kind": "patch",
          "published_at": "2026-07-03T17:32:35Z"
        },
        {
          "tag": "v1.3.8",
          "kind": "patch",
          "published_at": "2026-06-27T04:44:24Z"
        },
        {
          "tag": "v1.3.7",
          "kind": "patch",
          "published_at": "2026-06-13T11:19:02Z"
        },
        {
          "tag": "v1.3.6",
          "kind": "patch",
          "published_at": "2026-06-09T17:59:33Z"
        },
        {
          "tag": "v1.3.5",
          "kind": "patch",
          "published_at": "2026-06-07T16:00:59Z"
        },
        {
          "tag": "v1.3.4",
          "kind": "patch",
          "published_at": "2026-06-06T20:40:44Z"
        },
        {
          "tag": "v1.3.3",
          "kind": "patch",
          "published_at": "2026-06-06T16:30:44Z"
        },
        {
          "tag": "v1.3.2",
          "kind": "patch",
          "published_at": "2026-05-29T13:01:46Z"
        },
        {
          "tag": "v1.3.1",
          "kind": "patch",
          "published_at": "2026-05-29T00:14:25Z"
        },
        {
          "tag": "v1.3.0",
          "kind": "minor",
          "published_at": "2026-03-16T18:16:30Z"
        },
        {
          "tag": "v1.2.14",
          "kind": "patch",
          "published_at": "2026-03-11T17:22:34Z"
        },
        {
          "tag": "v1.2.13",
          "kind": "patch",
          "published_at": "2026-03-11T03:49:32Z"
        },
        {
          "tag": "v1.2.12",
          "kind": "patch",
          "published_at": "2026-03-05T23:08:42Z"
        },
        {
          "tag": "v1.2.11",
          "kind": "patch",
          "published_at": "2026-03-02T13:23:52Z"
        },
        {
          "tag": "v1.2.10",
          "kind": "patch",
          "published_at": "2026-03-01T14:38:54Z"
        },
        {
          "tag": "v1.2.9",
          "kind": "patch",
          "published_at": "2026-03-01T14:22:51Z"
        },
        {
          "tag": "v1.2.8",
          "kind": "patch",
          "published_at": "2026-02-27T19:21:39Z"
        },
        {
          "tag": "v1.2.7",
          "kind": "patch",
          "published_at": "2026-02-19T03:02:54Z"
        },
        {
          "tag": "v1.2.6",
          "kind": "patch",
          "published_at": "2026-02-18T05:04:37Z"
        },
        {
          "tag": "v1.2.5",
          "kind": "patch",
          "published_at": "2026-02-17T18:16:00Z"
        },
        {
          "tag": "v1.2.4",
          "kind": "patch",
          "published_at": "2026-02-04T00:08:46Z"
        },
        {
          "tag": "v1.2.3",
          "kind": "patch",
          "published_at": "2026-01-31T15:39:34Z"
        },
        {
          "tag": "v1.2.2",
          "kind": "patch",
          "published_at": "2026-01-31T15:17:44Z"
        },
        {
          "tag": "v1.2.1",
          "kind": "patch",
          "published_at": "2026-01-02T16:32:19Z"
        },
        {
          "tag": "v1.2.0",
          "kind": "minor",
          "published_at": "2025-12-02T14:46:27Z"
        },
        {
          "tag": "v1.1.16",
          "kind": "patch",
          "published_at": "2025-12-02T04:47:44Z"
        },
        {
          "tag": "v1.1.15",
          "kind": "patch",
          "published_at": "2025-11-24T21:11:20Z"
        },
        {
          "tag": "v1.1.14",
          "kind": "patch",
          "published_at": "2025-11-23T16:54:47Z"
        },
        {
          "tag": "v1.1.13",
          "kind": "patch",
          "published_at": "2025-11-23T16:17:47Z"
        },
        {
          "tag": "v1.1.12",
          "kind": "patch",
          "published_at": "2025-11-23T14:59:14Z"
        },
        {
          "tag": "v1.1.11",
          "kind": "patch",
          "published_at": "2025-11-19T01:28:36Z"
        },
        {
          "tag": "v1.1.10",
          "kind": "patch",
          "published_at": "2025-11-16T05:07:56Z"
        },
        {
          "tag": "v1.1.9",
          "kind": "patch",
          "published_at": "2025-11-14T04:49:26Z"
        },
        {
          "tag": "v1.1.8",
          "kind": "patch",
          "published_at": "2025-11-14T03:14:40Z"
        },
        {
          "tag": "v1.1.7",
          "kind": "patch",
          "published_at": "2025-11-12T03:38:19Z"
        },
        {
          "tag": "v1.1.6",
          "kind": "patch",
          "published_at": "2025-11-12T02:22:55Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "02b2c3be9350a5e92cb40a74d3805edab850fafd",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.10 → 1.3.11",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-16T02:27:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2b9f6131f951a1df5d8ccc1cf0ad347dc4e7b85b",
          "body": "- simplify distributed treatment\n- default backend is gloo (Mac), ucx (Linux) and cpu\n- override with DEVICE=cuda",
          "is_bot": false,
          "headline": "Revise dist (#42)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-07-16T02:27:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0581f262903d0629cff9e228ce60ae291bdc82ed",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.9 → 1.3.10",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-15T14:04:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ea95a18f8ba806579e168500a27744c8aca4c32",
          "body": "Fix ExoCubed benchmark face initialization in exo3-benchmark .py scripts. Additionally, snapy requirement updated to 2.7.4 from 2.7.0 for the W92 test.",
          "is_bot": false,
          "headline": "Merge pull request #41 from elijah-mullens/fix/exocubed-w92-physics",
          "author_name": "Elijah Mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-07-15T14:04:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "177c5ad9d427fcbb483c8a51ad8607d44edb5321",
          "body": null,
          "is_bot": false,
          "headline": "Update pyproject.toml",
          "author_name": "Sihe Chen",
          "author_login": "cshsgy",
          "committed_at": "2026-07-15T07:29:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe992b1f01c54046d25fc3a2db70075adb3ccd7c",
          "body": null,
          "is_bot": false,
          "headline": "Fix ExoCubed benchmark face initialization",
          "author_name": "sam",
          "author_login": "FirstQuadrantSam",
          "committed_at": "2026-07-15T07:25:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd4fe021a10df85d80b3a7c6f4be60f3f8bba7d0",
          "body": null,
          "is_bot": false,
          "headline": "Fixing shallow splash",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-07-08T14:00:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6acef45492ff28ba92025d0f4a54460d7120f02d",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.8 → 1.3.9",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-03T17:32:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3112c135fc911a4a1e26b298bd55381519cf6de6",
          "body": null,
          "is_bot": false,
          "headline": "Add UCX backend and more examples (#39)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-07-03T17:31:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "380fc660ecac81594600c93184fa0595eb9f5363",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.7 → 1.3.8",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-27T04:44:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "968836a19d3c986b8b9ad95d61496d2f7a67f025",
          "body": null,
          "is_bot": false,
          "headline": "Add restart and use ucx (#38)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-06-27T04:43:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3bda65d27f9e5ece835337e17ee0d6cd8be9fbf6",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.6 → 1.3.7",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-13T11:18:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c2d3a54ebacc83ae82d60b9d1397e434922fd436",
          "body": "Add paddle refine CONFIG INPUT OUTPUT and paddle coarsen CONFIG INPUT OUTPUT for horizontal-only Snapy restart resizing. Infer Cartesian or cubed-sphere topology and decomposition from CONFIG, preserve block count, vertical resolution, metadata, names, and dtypes, and write outputs atomically.\n\nRefi\n[…]\nng horizontal resize, derive argparse program names from each entry point, and avoid wrapper import shadowing. Apply the repository Black formatting required by pre-commit and add regression coverage.",
          "is_bot": false,
          "headline": "Refine restart (#37)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-06-13T11:18:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e867edf1b29218906d51d5e06e76abef682fbda4",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.5 → 1.3.6",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-09T17:59:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "56685d37b8d1ae8487554e7b11b0c26c036646ef",
          "body": "Rename the existing cs-collapse command, module, API, and project script to cs-shrink so the operation is paired clearly with the new inverse cs-expand command.\n\nGeneralize shrink_cubed_sphere_restart from any contiguous 6*N^2 restart bundle to six face blocks. Infer N from the bundle entry count, r\n[…]\n.\n\nAdd focused coverage for N=1, N=2, and N=3 shrinking, Snapy Morton ordering, internal ghost removal, invalid block counts, expansion validation, output rank ordering, and expand/shrink round trips.",
          "is_bot": false,
          "headline": "Generalize cubed-sphere shrink and add expand (#36)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-06-09T17:58:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1bec38263530ec4c261087ca864674542bedc7b7",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.4 → 1.3.5",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-07T16:00:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7e64e02b0629b92ae667e8ada660ed811bd189e",
          "body": "Introduce paddle cs-collapse to convert SNAPY_RESTART_BUNDLE_V1 restarts from the 24-block nb2=nb3=2 layout into six face-major nb2=nb3=1 blocks.\n\nRun one worker process per cubed-sphere face, preserve exterior ghost zones, remove internal tile ghosts, validate tensor schemas and shared metadata, an\n[…]\nr the command in the Paddle dispatcher and project scripts, use lazy subcommand imports, and add synthetic coverage for stitching, metadata validation, source preservation, and non-overwrite behavior.",
          "is_bot": false,
          "headline": "Add parallel cubed-sphere restart collapse CLI (#35)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-06-07T16:00:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "62f8736da7ae6d92bdf8a303722f9d3f751a1225",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.3 → 1.3.4",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-06T20:40:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "943270e9eac4829dde82e6d9b195cf96c81b593f",
          "body": "Add a native 'paddle submit HOST -- COMMAND...' subcommand for launching detached jobs on explicitly selected machines from the configured nodelist.\n\nValidate host membership, preserve literal command arguments with safe shell quoting, launch jobs through passwordless SSH and nohup, and report the g\n[…]\nsts for foreground output, remote background receipts and failures, interrupts, unresponsive SSH cleanup, escaped descendants, repeated transfers, binary contents, permissions, and overwrite behavior.",
          "is_bot": false,
          "headline": "Add remote submit (#34)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-06-06T20:40:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "37431627f380ac224f0fd4dfd04137b8910be157",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.2 → 1.3.3",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-06T16:30:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5754feb4528f9c1bf38081abce8646fe1752d817",
          "body": "Add a native 'paddle monitor' subcommand that reads SSH aliases from a user-defined nodelist and probes hosts concurrently.\n\nCollect CPU utilization and top processes, NVIDIA GPU utilization and process ownership, and local persistent disk usage. Support Rich snapshot and watch displays, JSON output\n[…]\nest that fails if host collection becomes serialized.\n\nThe collector continues to use ThreadPoolExecutor with up to 32 simultaneous SSH probes while preserving nodelist order in the returned snapshot.",
          "is_bot": false,
          "headline": "Add monitor API (#33)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-06-06T16:29:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a7fe60b55310af41a3ce85696e854214c03ac082",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.1 → 1.3.2",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-05-29T13:00:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1bd59abc12c914ab32844bd7580f952bc899c478",
          "body": null,
          "is_bot": false,
          "headline": "Use DEVICE_ID to select device (#32)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-05-29T13:00:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d0b65efcac54250b9451d01f6036e0d77c8662e",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.0 → 1.3.1",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-05-29T00:14:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4f615a802edadb957865f9795a42508dad4d116",
          "body": null,
          "is_bot": false,
          "headline": "Add functions for GCM runs (#31)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-05-29T00:13:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4fc38c935f7c1fa53d6a056425d2ee53df1d167",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.14 → 1.3.0",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-03-16T18:16:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d34e0973325203160bcf701ad04aaaf72a72c9e",
          "body": null,
          "is_bot": false,
          "headline": "[#minor] Upgrade to use snapy2.1.4 (#30)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-03-16T18:15:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b92653f8156367a08b29c961191618a564c5de4",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.13 → 1.2.14",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-03-11T17:22:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c061919f293a767f4161a60f18853074f4eac36c",
          "body": null,
          "is_bot": false,
          "headline": "Add two-stream RT subroutines (#29)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-03-11T17:21:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e2528ee6956b084421fb27c64f9469a9ebdb3e3d",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.12 → 1.2.13",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-03-11T03:49:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c96e954ed522a8e2b650f7f5b55cc308a498f293",
          "body": "* Add cubed-sphere to lat-lon remapper\n\n* Fix paddle module entrypoint\n\n* Fix Snapy to Tempest face ordering\n\n* Fix remapped latitude ordering\n\n* Label remapped x1 as altitude\n\n* Emit CF-compliant altitude coordinate\n\n* Preserve source variable metadata\n\n* Add remapping README\n\n* Remove remap coordinates attributes\n\n* Update ignore",
          "is_bot": false,
          "headline": "Add cubed sphere remap (#28)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-03-11T03:48:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a5b057da95b92bfa44ca12a29d6ab936d4b5403",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.11 → 1.2.12",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-03-05T23:08:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "81458d088f80e4a7d99fa0f775d5690e88fdd4c8",
          "body": null,
          "is_bot": false,
          "headline": "Add grey opacity implementation (#27)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-03-05T22:55:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78736944859219fb57ad550761ab221618eb245d",
          "body": null,
          "is_bot": false,
          "headline": "Edits to splash and straka, and draft of splash part 4",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-03-02T18:26:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9aa8d546fe36533b6dc272ca7d704c383768f7ec",
          "body": null,
          "is_bot": false,
          "headline": "Draft of shallow splash part 3",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-03-02T17:26:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a860bf9b11cc0a2936ff7d078ba3ddddd13e01fe",
          "body": null,
          "is_bot": false,
          "headline": "Added change to Cuda check to tutorial scripts",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-03-02T16:44:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd46f028ea573ecbd34b4ab7382d0919e0174b28",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.10 → 1.2.11",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-03-02T13:23:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "70b89f1bdf0a3622573150dca2e134e55076216f",
          "body": null,
          "is_bot": false,
          "headline": "Add Lux build (#26)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-03-02T13:23:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "191ee5338d8812b3f26038ff071f3c473261cf88",
          "body": null,
          "is_bot": false,
          "headline": "Organization of tutorial directories",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-03-01T18:04:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "295349e5d55addf7abf09b72071af62e9ef54166",
          "body": null,
          "is_bot": false,
          "headline": "Small update to directories",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-03-01T15:40:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "721ca1cfc9020b674a0ae5db143aa75a3b285bb1",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.9 → 1.2.10",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-03-01T14:38:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "800687a33c4ed9993da28f7e737206299314ebf0",
          "body": "- pyharp 1.9.4 fixed toon solver on cpu and cuda",
          "is_bot": false,
          "headline": "Update package version (#25)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-03-01T14:38:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27d62d70cf280447710dd1a5eb5e14142db6fd44",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.8 → 1.2.9",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-03-01T14:22:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5f3cdf83c86b87bbe7ebfc0770da918b3914d460",
          "body": null,
          "is_bot": false,
          "headline": "Use snapy140 (#24)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-03-01T14:22:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "afbfeb3b778e2471a17b01da68886898521ac15a",
          "body": null,
          "is_bot": false,
          "headline": "Draft of Splash Part 2",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-27T21:16:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "977373781702e79f0f8f4baf7f520fd5e813a50d",
          "body": null,
          "is_bot": false,
          "headline": "Draft of Part 1 of Splash done",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-27T19:23:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b7d8d0a5b145bc58921257ac5c7611917fd8ed9f",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.7 → 1.2.8",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-02-27T19:21:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "59de15ca03ff66332c58e781d4b096724346bfd6",
          "body": null,
          "is_bot": false,
          "headline": "Add cluster deploy (#23)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-02-27T19:20:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be9d423293bef47db40e2e631bd9e56491609529",
          "body": null,
          "is_bot": false,
          "headline": "Fixed bug in Robert and added def for geopotential in splash",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-19T23:11:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e2869b858f000f85559de083822436f8c0b6dd04",
          "body": null,
          "is_bot": false,
          "headline": "Confirmed to work with new updates",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-19T22:09:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d1e037285c025c7d565531f642cf4ffcd37866b",
          "body": null,
          "is_bot": false,
          "headline": "Added quick print statement change",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-19T21:50:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f9cf328fec04ba0188d9daa61904cd756bd4982",
          "body": null,
          "is_bot": false,
          "headline": "Robert with consistent dT definition, and using an output folder",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-19T21:45:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cfe7a348b772cb8c080c2e548d0f606058e597a0",
          "body": null,
          "is_bot": false,
          "headline": "Started draft of shallow splash",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-19T21:44:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94b28b7d6bc3e18710abbd5b5c13668ca17529f2",
          "body": null,
          "is_bot": false,
          "headline": "Added output directory to straka",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-19T20:44:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "93dec9693d78124dfe18c4bedff9aebf579678ea",
          "body": null,
          "is_bot": false,
          "headline": "Minor edits to robert",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-19T17:16:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d1bec2b19d2b9afb2f4f587b262eecf8212c2ae",
          "body": null,
          "is_bot": false,
          "headline": "Made shallow splash folder",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-19T17:11:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8a35ca96b18f39929fce5af17cc19caacd5d2e6",
          "body": null,
          "is_bot": false,
          "headline": "Renamed straka file, made draft of robert restart tutorial",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-19T17:10:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9846bc4eb300f9dac254b79cd2fa11f65722de95",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.6 → 1.2.7",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-02-19T03:02:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "343dbf938e1a304075f52fcf9624477ba4e9b561",
          "body": null,
          "is_bot": false,
          "headline": "Add restart demo (#22)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-02-19T03:02:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f54fb71db0b575f96042fed7af1e8eb9169109f4",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.5 → 1.2.6",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-02-18T05:04:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1849fcf1afccf271e51f454166509abb51bb7e9",
          "body": null,
          "is_bot": false,
          "headline": "Update docker tags (#21)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-02-18T05:03:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b89d44591b5e4933ef452ec9fb8a071e4c2ad34",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.4 → 1.2.5",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-02-17T18:15:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f1138d1e1b181e59dd91e3b930e42e0d0553add8",
          "body": null,
          "is_bot": false,
          "headline": "Bake cuda build (#20)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-02-17T18:15:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8e13f15543624f567f97375e6b64b5e6c8d4b01b",
          "body": null,
          "is_bot": false,
          "headline": "Py script where forcing will be added",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-12T15:15:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1208fe3595a593e83e6b52040bc8bb5796f270b9",
          "body": null,
          "is_bot": false,
          "headline": "Small edits to Straka, Draft of Robert",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-12T01:18:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "909aff30f067c14d4b7c66663f1af3cb4cc1bd74",
          "body": null,
          "is_bot": false,
          "headline": "Reorganization + fixed straka.yaml file",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-11T18:37:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8909b383576804a6b94d469f5fa36942fd535ad6",
          "body": null,
          "is_bot": false,
          "headline": "Confirmed Parts 1-4 run",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-11T16:54:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "746619a1c7a6f5aab94c86ad1f490b6cd4b69ba5",
          "body": null,
          "is_bot": false,
          "headline": "Ran networks and made sure they work",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-11T16:51:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d2ddb61ebd745a6f38e07cf07de31a1475e4893",
          "body": null,
          "is_bot": false,
          "headline": "Quick fix to typo",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-11T01:37:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23d4ec481cbb1b177d89978ffc0e36ec92395e51",
          "body": null,
          "is_bot": false,
          "headline": "Split Up Straka tutorial update",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-11T01:35:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "295fc2bcd2264474a3c17b13f8acd1ec42181a54",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.3 → 1.2.4",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-02-04T00:08:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e63fe6ee4b0f3d748c28443af4d5d53414ddb947",
          "body": null,
          "is_bot": false,
          "headline": "Add node cluster support (#19)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-02-04T00:07:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f895382e034012d5148389922ace5d86a6a8ce2",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.2 → 1.2.3",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-01-31T15:39:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c626f57ff7b3b68830b3195440d0c1d1b6f7a72",
          "body": null,
          "is_bot": false,
          "headline": "Upload notebook (#18)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-01-31T15:38:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "781afc3806c874a147802f27cfe1e54b4d51553a",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.1 → 1.2.2",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-01-31T15:17:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6748e3db7af986b8196f9911cf6931f9c173b534",
          "body": null,
          "is_bot": false,
          "headline": "Revise notebook (#17)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-01-31T15:17:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ed5c2cbca9522051b3a3490cb10deb5d99a2dc65",
          "body": null,
          "is_bot": false,
          "headline": "Installation notes + notebook picture",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-01-29T20:39:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a65cef2a314474b4fe35c40b13e0127e4498279",
          "body": null,
          "is_bot": false,
          "headline": "Viewing nc files",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-01-29T20:26:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7f959a7bb50b260c29ca0b824f4a61b9acc975bb",
          "body": null,
          "is_bot": false,
          "headline": "Small update to tutorial",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-01-29T17:51:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64a5bc98af4760f63c2cfb7038abd659ab24b7f4",
          "body": null,
          "is_bot": false,
          "headline": "Draft of tutorial notebook",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-01-29T17:37:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f1a258b4a22b12dedc370d16b654fca1db9a4e9",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.0 → 1.2.1",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-01-02T16:31:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a063feb615b0681e94f4d7bc5c8d6465d71cb7b",
          "body": "- add jupiter_crm, jupiter_crm_dry, jupiter_gcm, jupiter_gcm_dry, straka, robert, shallow_yz, shallow_spalsh\n- multiple blocks for shallow_splash seem to have a problem",
          "is_bot": false,
          "headline": "Add more examples (#16)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-01-02T16:31:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "394998c5a55ff94cd590f65061d43b7b3416e379",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.1.16 → 1.2.0",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-12-02T14:46:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be285ea579475d204ba21eb4aa1e3a054b5d6d68",
          "body": null,
          "is_bot": false,
          "headline": "[#minor] Versioning before AGU (#15)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2025-12-02T14:45:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e63d645a3ebe91432c6a5d0bce348ca0a688821",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.1.15 → 1.1.16",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-12-02T04:47:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4c3a0632735f7a59e7576f0c457708313380fad",
          "body": "- remove Index",
          "is_bot": false,
          "headline": "Fix legacy code (#9)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2025-12-02T04:47:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff7d97552d1827ede8c962ee97abaa38bf330233",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.1.14 → 1.1.15",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-11-24T21:10:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "63df552ea3791ff831587fbfa8ddad9a5ae1a586",
          "body": "Update README with Guide on VSCode and Docker. Will eventually be ported to readthedocs.",
          "is_bot": false,
          "headline": "Merge pull request #14 from elijah-mullens/zyhu/readme-vscode-container",
          "author_name": "Elijah Mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2025-11-24T21:10:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f1d5a5a2379e17bd12a83e193dfdda7d03ea60a0",
          "body": null,
          "is_bot": false,
          "headline": "wip",
          "author_name": "zoeyzyhu",
          "author_login": "zoeyzyhu",
          "committed_at": "2025-11-24T20:07:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "59b18335cdc613a00e91cf8ea908df7909a87f34",
          "body": null,
          "is_bot": false,
          "headline": "wip",
          "author_name": "zoeyzyhu",
          "author_login": "zoeyzyhu",
          "committed_at": "2025-11-24T19:55:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7faa50172fb884a9c86874ce9cad48621bd9f4a3",
          "body": null,
          "is_bot": false,
          "headline": "wip",
          "author_name": "zoeyzyhu",
          "author_login": "zoeyzyhu",
          "committed_at": "2025-11-24T19:50:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d3560393dbe4543f495e171f8942503d2be2943",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.1.13 → 1.1.14",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-11-23T16:54:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bf3e36fde31fb637fbeb5424c9be180444590144",
          "body": "Fix Bump and Release",
          "is_bot": false,
          "headline": "Merge pull request #13 from elijah-mullens/zyhu/fix-cd",
          "author_name": "Zoey Hu",
          "author_login": "zoeyzyhu",
          "committed_at": "2025-11-23T16:54:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f61a47b74c261c871d6d52638dc73befcf41673d",
          "body": null,
          "is_bot": false,
          "headline": "wip",
          "author_name": "zoeyzyhu",
          "author_login": "zoeyzyhu",
          "committed_at": "2025-11-23T16:51:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79ab5c6d06874fcc6058b039572822902343c673",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.1.12 → 1.1.13",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-11-23T16:17:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cff662a36cd6403110111194182116283bce94a9",
          "body": "Fix CD",
          "is_bot": false,
          "headline": "Merge pull request #12 from elijah-mullens/zyhu/fix-cd",
          "author_name": "Zoey Hu",
          "author_login": "zoeyzyhu",
          "committed_at": "2025-11-23T16:17:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd67dc2a11cfa8f1721d2903c9eb8702fd6c23a2",
          "body": null,
          "is_bot": false,
          "headline": "wip",
          "author_name": "zoeyzyhu",
          "author_login": "zoeyzyhu",
          "committed_at": "2025-11-23T16:16:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a699b169819fa8a04501333006b4863bcc5fca52",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.1.11 → 1.1.12",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-11-23T14:59:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a7936bb96c870842a91f588d263a74f266d179f",
          "body": "Fix Bump Version",
          "is_bot": false,
          "headline": "Merge pull request #11 from elijah-mullens/zyhu/fix-bump-version",
          "author_name": "Zoey Hu",
          "author_login": "zoeyzyhu",
          "committed_at": "2025-11-23T14:58:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee7518ed01b260e4bc744ccec497eca13245b155",
          "body": null,
          "is_bot": false,
          "headline": "wip",
          "author_name": "zoeyzyhu",
          "author_login": "zoeyzyhu",
          "committed_at": "2025-11-23T14:56:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 38,
      "commits_last_year": 139,
      "latest_release_at": "2026-07-16T02:28:07Z",
      "latest_release_tag": "v1.3.11",
      "releases_from_tags": false,
      "days_since_last_push": 12,
      "active_weeks_last_year": 21,
      "days_since_latest_release": 12,
      "mean_days_between_releases": 5.3
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 42,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "paddle",
          "exists": true,
          "license": null,
          "keywords": [
            "Development Status :: 3 - Alpha",
            "Intended Audience :: Developers",
            "Intended Audience :: Science/Research",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3 :: Only",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.9",
            "Topic :: Scientific/Engineering :: Astronomy",
            "Topic :: Scientific/Engineering :: Atmospheric Science",
            "Topic :: Scientific/Engineering :: Physics"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/paddle/",
          "is_deprecated": false,
          "latest_version": "1.3.11",
          "repository_url": "https://github.com/elijah-mullens/paddle",
          "versions_count": 44,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 49157,
          "first_published_at": "2010-10-13T15:21:26.843388Z",
          "latest_published_at": "2026-07-16T02:28:05.528716Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 12
        }
      ]
    },
    "popularity": {
      "forks": 1,
      "stars": 1,
      "watchers": 0,
      "fork_history": {
        "days": [
          {
            "date": "2026-04-13",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 1,
        "total_forks": 1
      },
      "star_history": null,
      "open_issues_and_prs": 1
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "notebooks"
      ],
      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 27028,
      "source_files_sampled": 54,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "docker/requirements.txt",
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 16,
        "malicious_count": 0,
        "assessed_package": "pypi:paddle@1.3.11",
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "torch",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.6.0"
        },
        {
          "name": "snapy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "scipy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "netCDF4",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "rich",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=13"
        }
      ],
      "all_dependencies": {
        "error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
        "source": null,
        "packages": [],
        "collected": false,
        "truncated": false,
        "total_count": null,
        "direct_count": null,
        "indirect_count": null
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 40,
        "open_issues": 1,
        "closed_ratio": 0.5,
        "closed_issues": 1,
        "closed_unmerged_prs": 1
      },
      "bus_factor": 2,
      "bot_contributors": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "chengcli",
          "commits": 44,
          "avatar_url": "https://avatars.githubusercontent.com/u/69489965?v=4"
        },
        {
          "type": "User",
          "login": "elijah-mullens",
          "commits": 34,
          "avatar_url": "https://avatars.githubusercontent.com/u/110417762?v=4"
        },
        {
          "type": "User",
          "login": "zoeyzyhu",
          "commits": 17,
          "avatar_url": "https://avatars.githubusercontent.com/u/54016472?v=4"
        },
        {
          "type": "User",
          "login": "cshsgy",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/29446422?v=4"
        },
        {
          "type": "User",
          "login": "FirstQuadrantSam",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/151811445?v=4"
        }
      ],
      "contributors_sampled": 5,
      "top_contributor_share": 0.454
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "cd.yml",
        "ci.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "13 out of 13 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 1/28 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 0,
            "reason": "project has 0 contributing companies or organizations -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "25 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 8,
            "reason": "2 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "02b2c3be9350a5e92cb40a74d3805edab850fafd",
        "ran_at": "2026-07-28T15:22:31Z",
        "aggregate_score": 4.2,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": null,
      "oldest_open_prs": [],
      "last_merged_pr_at": "2026-07-16T02:27:29Z",
      "ci_last_conclusion": null,
      "oldest_open_issues": [
        {
          "number": 43,
          "created_at": "2026-07-17T00:09:03Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/elijah-mullens/paddle",
    "host": "github.com",
    "name": "paddle",
    "owner": "elijah-mullens"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 64,
      "inputs": {
        "security": 54,
        "vitality": 83,
        "community": 37,
        "governance": 56,
        "engineering": 86
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 83,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "good",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
              "commits_last_year": 139,
              "human_commit_share": 0.68,
              "days_since_last_push": 12,
              "active_weeks_last_year": 21
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 12 days ago",
                "points": 28.8,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 12
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "21/52 weeks with commits",
                "points": 14.5,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 21
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "139 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 139
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "25 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 38,
              "latest_release_tag": "v1.3.11",
              "releases_from_tags": false,
              "days_since_latest_release": 12,
              "mean_days_between_releases": 5.3
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "38 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 38
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 12 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 12
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~5.3 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 5.3
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 12,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 12 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 12
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 37,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 1,
              "stars": 1,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "1 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "1 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "good",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 78,
            "inputs": {
              "packages": [
                "paddle"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 49157
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "49,157 downloads/month across pypi",
                "points": 62.6,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 49157,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "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": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 56,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 44,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 5,
              "top_contributor_share": 0.454
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 45% of commits",
                "points": 12.3,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 45
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "5 contributors",
                "points": 6.8,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "merged_prs": 40,
              "open_issues": 1,
              "closed_issues": 1,
              "issue_closed_ratio": 0.5,
              "closed_unmerged_prs": 1
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "50% of issues closed",
                "points": 23.4,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 50
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "40/41 decided PRs merged",
                "points": 37.3,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 40,
                      "decided": 41
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 1/28 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 32,
            "inputs": {
              "followers": 1,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "elijah-mullens",
              "public_repos": 4,
              "account_age_days": 1456
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1 followers of elijah-mullens",
                "points": 2.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1,
                      "login": "elijah-mullens"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "4 public repos, account ~3 yr old",
                "points": 13.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 4
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 3
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "paddle"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 12
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 12 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 12
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "44 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 44
                    }
                  }
                ],
                "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": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "13 out of 13 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 54,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 42,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 4.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "13 out of 13 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 1/28 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "25 commit(s) and 2 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 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "2 existing vulnerabilities detected",
                "points": 6,
                "status": "partial",
                "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:paddle@1.3.11 runtime dependency closure — what installing the published package pulls in — 16 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:paddle@1.3.11",
                  "assessed": 16
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 16,
              "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": 16,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 46,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.471,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "32 of 68 human commits state their intent (structured subject or explanatory body)",
                "points": 25.1,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 32,
                      "sampled": 68
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 27028,
              "source_files_sampled": 54,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/54 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 54,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "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": "notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "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",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T15:22:47.550852Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/e/elijah-mullens/paddle.svg",
  "full_name": "elijah-mullens/paddle",
  "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.