Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-26 09:41 UTC

google-deepmind / open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

C++ · PythonApache-2.0★ 5 359 зірок⑂ 1 161 форкз лип. 2019 р.Переглянути на GitHub ↗

google-deepmind/open_spiel має індекс здоров’я 82 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (95/100), найнижчий — AI Readiness (57/100). Останнє оновлення було 8 днів тому. Більшість нещодавньої роботи виконують 5 учасників.

82
загалом / 100
Добрий

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.

82
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

Google DeepMindОрганізація
25 725 підписників397 публічних репозиторіївз серп. 2014 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
PyPIopen_spielвказує на інший репозиторій — не оцінюється2.0.1-369 днів томуreinforcement-learninggame-theoryartificial-intelligencegames
PyPIopen-spielвказує на інший репозиторій — не оцінюється2.0.1135 648369 днів томуreinforcement-learninggame-theoryartificial-intelligencegames

Метрики за категоріями

Життєздатність

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

95Відмінний · 22% загального індексу
Як обчислюється оцінка
28.8/36Свіжість push — останній push 8 дн. тому
33.9/36Ритм комітів — 49/52 тижнів із комітами
18/18Обсяг комітів — 817 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year817
human_commit_share1
days_since_last_push8
active_weeks_last_year49
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 30 релізів
36/36Свіжість релізів — останній реліз 8 дн. тому
27/27Ритм релізів — реліз кожні ~30 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count30
latest_release_tagv2.0.1
releases_from_tagsні
days_since_latest_release8
mean_days_between_releases30
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?

84Добрий · 18% загального індексу
Як обчислюється оцінка
60/60Зірки — 5 359 зірок
25/25Форки — 1 161 форків
11.2/15Спостерігачі — 106 спостерігачів
Використані вхідні дані
forks1 161
stars5 359
watchers106
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (Apache-2.0)
18/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні

Сталість та врядування

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

83Добрий · 24% загального індексу
Як обчислюється оцінка
45.9/54Бас-фактор — на 5 контриб’ютор(ів) припадає половина всіх комітів
14/22.5Розподіл комітів — головний контриб’ютор — автор 38% комітів
13.5/13.5Широта контриб’юторів — 100 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 22 contributing companies or organizations
Використані вхідні дані
bus_factor5
contributors_sampled100
top_contributor_share0,378
Як обчислюється оцінка
45.2/46.8Вирішення issue — закрито 97% issue
28.8/38.3Прийняття PR — злито 660/876 вирішених PR
12/15OpenSSF Scorecard: Code-Review — Found 20/24 approved changesets -- score normalized to 8
Використані вхідні дані
merged_prs660
open_issues22
closed_issues620
issue_closed_ratio0,966
closed_unmerged_prs216
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
25/25Охоплення власника — 25 725 підписників у google-deepmind
25/25Послужний список — 397 публічних репозиторіїв, вік облікового запису ~11 р.
Використані вхідні дані
followers25 725
owner_typeOrganization
is_verified
owner_logingoogle-deepmind
public_repos397
account_age_days4 348

Інженерна якість

Чи наявні базові інженерні практики та документація?

75Добрий · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 2 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 11 out of 11 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні

Документація

85Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
0/15Сайт документації / домашня сторінка
10/10Опис репозиторію
10/10Теми — 5 тем
10/10Wiki
Використані вхідні дані
topicsgames, reinforcement-learning, multiagent, cpp, python
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?

72Добрий · 16% загального індексу

Стан безпеки

65Помірний
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — немає даних
2.5/2.5CI-Tests — 11 out of 11 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
6/7.5Code-Review — Found 20/24 approved changesets -- score normalized to 8
2.5/2.5Contributors — project has 22 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — немає даних
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
2/5SAST — SAST tool is not run on all commits -- score normalized to 4
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate6,5
Виключено з оцінювання (немає даних або не застосовно): branch_protection, packaging, signed_releases. Залишкові ваги перенормовано.
Як обчислюється оцінка
35/35Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень
25/25Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень
0/40Немає задавнених сповіщень — жодне сповіщення не має дати публікації
Використані вхідні дані
sourceosv
advisories0
affected_packages0
assessed_packages6
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:open_spiel@2.0.1 — тим, що тягне за собою встановлення опублікованого пакета, — 6 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.

57Помірний · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 79 з 100 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,79
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
18/18Розгортання однією командою — docs/Makefile
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — C++ (статично типізована)
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_languageтак
bootstrap_filesdocs/Makefile
has_devcontainerні
has_linter_configні
typecheck_configs
agent_commit_share0
toolchain_manifestsopen_spiel/rust/Cargo.toml
dependency_bot_commit_share0
Як обчислюється оцінка
45/45Типізований код — C++ (статично типізована)
54.8/55Керовані розміри файлів — 6/1 436 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageC++
largest_source_bytes148 547
source_files_sampled1 436
oversized_source_files6
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
0/20Сервер MCP
40/40Придатні до запуску приклади — examples, notebooks
Використані вхідні дані
example_dirsexamples, notebooks
has_mcp_signalні
api_schema_files

Ключові факти

5 359зірок GitHub
100контриб'юторів
817комітів за останні 12 місяців
8днів від останнього пушу
30релізів
5бас-фактор
22відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • pypi package 'open_spiel' points at a different repository (https://github.com/deepmind/open_spiel.git); excluded from ecosystem scoring
  • pypi package 'open-spiel' points at a different repository (https://github.com/deepmind/open_spiel.git); excluded from ecosystem scoring
  • Could not fetch crates package 'libopen_spiel-sys' from its registry

Докладніше

Історія зірок і форків 0 ★ / 1 161 ⇿
0Зірки
1 161Форки
30Релізи

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

Показано лише найновішу історію — цей репозиторій перевищує вікно збору, тож найраніша історія не захоплена.

02004006008001 0001 2001 161232019-092023-022026-07
Мажорні 1Мінорні 4Патчі 19

Кожна точка охоплює 7 днів.

OpenSSF Scorecard 6.5 / 10
6.5сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-26 09:41 UTC

10Binary-Artifactsno binaries found in the repo
н/дBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests11 out of 11 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
8Code-ReviewFound 20/24 approved changesets -- score normalized to 8
10Contributorsproject has 22 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
н/дPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
4SASTSAST tool is not run on all commits -- score normalized to 4
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Прямі залежності 6
РеєстрПакетОбмеження версіїМаніфест
PyPIabsl-py>=0.10.0pyproject.toml
PyPIattrs>=19.3.0pyproject.toml
PyPInumpy>=1.21.5pyproject.toml
PyPIscipy>=1.10.1pyproject.toml
PyPIml-collections>=0.1.1pyproject.toml
crates.iolibc0.2open_spiel/rust/Cargo.toml
Усі залежності 23

Повний розв'язаний набір залежностей із графа залежностей GitHub: 6 прямих і 17 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
crates.iolibcпряма
PyPIabsl-pyпряма
PyPIattrsпряма
PyPIml-collectionsпряма
PyPInumpyпряма
PyPIscipyпряма
crates.ioccнепряма
crates.iopkg-configнепряма
PyPIcmakeнепряма
PyPIdistraxнепряма
PyPIdm-haikuнепряма
PyPIjaxнепряма
PyPImarkdown3.8.1непряма
PyPIopen-spielнепряма
PyPIoptaxнепряма
PyPIpipнепряма
PyPIrecommonmark0.7.1непряма
PyPIrlaxнепряма
PyPIsetuptoolsнепряма
PyPIsphinx5.1непряма
PyPIsphinx-markdown-tables0.0.17непряма
PyPIsphinx-rtd-theme1.3.0непряма
PyPIwandbнепряма
Сповіщення про залежності 0

Встановлення pypi:open_spiel@2.0.1 тягне 6 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": [
        "games",
        "reinforcement-learning",
        "multiagent",
        "cpp",
        "python"
      ],
      "is_fork": false,
      "size_kb": 38990,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "C": 6640,
        "Go": 18010,
        "C++": 6480699,
        "Rust": 18562,
        "CMake": 86990,
        "Julia": 17113,
        "Shell": 49394,
        "Python": 4311296,
        "Jupyter Notebook": 347775
      },
      "pushed_at": "2026-07-17T14:17:52Z",
      "created_at": "2019-07-22T13:50:21Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-26T09:17:01Z",
      "description": "OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "master",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "C++",
      "significant_languages": [
        "C++",
        "Python"
      ]
    },
    "owner": {
      "blog": "https://www.deepmind.com/",
      "name": "Google DeepMind",
      "type": "Organization",
      "login": "google-deepmind",
      "company": null,
      "location": null,
      "followers": 25725,
      "avatar_url": "https://avatars.githubusercontent.com/u/8596759?v=4",
      "created_at": "2014-08-30T05:33:51Z",
      "is_verified": null,
      "public_repos": 397,
      "account_age_days": 4348
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v2.0.1",
          "kind": "patch",
          "published_at": "2026-07-17T14:18:59Z"
        },
        {
          "tag": "v2.0",
          "kind": "other",
          "published_at": "2026-07-14T02:28:05Z"
        },
        {
          "tag": "v1.6.15",
          "kind": "patch",
          "published_at": "2026-05-22T15:14:56Z"
        },
        {
          "tag": "v1.6.14",
          "kind": "patch",
          "published_at": "2026-05-12T22:25:46Z"
        },
        {
          "tag": "v1.6.13",
          "kind": "patch",
          "published_at": "2026-05-01T13:03:18Z"
        },
        {
          "tag": "v1.6.12",
          "kind": "patch",
          "published_at": "2026-03-16T15:05:14Z"
        },
        {
          "tag": "v1.6.11",
          "kind": "patch",
          "published_at": "2026-01-05T13:10:17Z"
        },
        {
          "tag": "v1.6.10",
          "kind": "patch",
          "published_at": "2025-12-15T16:59:19Z"
        },
        {
          "tag": "v1.6.9",
          "kind": "patch",
          "published_at": "2025-10-31T20:10:32Z"
        },
        {
          "tag": "v1.6.8",
          "kind": "patch",
          "published_at": "2025-10-20T16:26:18Z"
        },
        {
          "tag": "v1.6.7",
          "kind": "patch",
          "published_at": "2025-10-17T16:28:11Z"
        },
        {
          "tag": "v1.6.5",
          "kind": "patch",
          "published_at": "2025-10-16T09:44:12Z"
        },
        {
          "tag": "v1.6.4",
          "kind": "patch",
          "published_at": "2025-10-10T19:26:18Z"
        },
        {
          "tag": "v1.6.3",
          "kind": "patch",
          "published_at": "2025-10-03T19:46:55Z"
        },
        {
          "tag": "v1.6.2",
          "kind": "patch",
          "published_at": "2025-10-02T11:55:06Z"
        },
        {
          "tag": "v1.6.1",
          "kind": "patch",
          "published_at": "2025-08-15T19:04:35Z"
        },
        {
          "tag": "v1.6",
          "kind": "other",
          "published_at": "2025-05-30T17:49:17Z"
        },
        {
          "tag": "v1.5",
          "kind": "other",
          "published_at": "2024-06-01T10:54:04Z"
        },
        {
          "tag": "v1.4",
          "kind": "other",
          "published_at": "2023-11-16T10:20:07Z"
        },
        {
          "tag": "v1.3",
          "kind": "other",
          "published_at": "2023-05-30T18:49:45Z"
        },
        {
          "tag": "v1.2",
          "kind": "other",
          "published_at": "2022-08-21T23:05:25Z"
        },
        {
          "tag": "v1.1.1",
          "kind": "patch",
          "published_at": "2022-05-28T17:09:43Z"
        },
        {
          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2022-02-28T10:02:16Z"
        },
        {
          "tag": "v1.0.2",
          "kind": "patch",
          "published_at": "2021-10-27T20:35:33Z"
        },
        {
          "tag": "v1.0.1",
          "kind": "patch",
          "published_at": "2021-09-20T15:37:17Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2021-08-16T14:01:01Z"
        },
        {
          "tag": "v0.3.1",
          "kind": "patch",
          "published_at": "2021-02-26T08:46:02Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2021-02-25T17:21:34Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2020-12-07T09:54:54Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2020-06-11T20:41:46Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "112b77704631fc2ce7ad8e4581f6ca09798ce15a",
          "body": "PiperOrigin-RevId: 949549493\nChange-Id: I6f36b4578757ae9d07ab26963e3c73807e07b2eb",
          "is_bot": false,
          "headline": "Merge pull request #1568 from google-deepmind:lanctot_release_201",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-07-17T14:13:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "349a5f5cbff00df3648ae5868c341428cc289d8d",
          "body": null,
          "is_bot": false,
          "headline": "Release 2.0.1",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-07-16T19:51:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "82a7a7ccc9778455ccf5b398272d952d509a6caf",
          "body": "PiperOrigin-RevId: 949109791\nChange-Id: I6c72f35c6c16d93a7972e8863d3f92fe8e0f94dd",
          "is_bot": false,
          "headline": "Merge pull request #1567 from lipovetz:fix-uttt-free-move-current-player",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-07-16T19:44:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a1ea8e3879a5a41339d45aee716e1100bb904079",
          "body": "PiperOrigin-RevId: 948285673\nChange-Id: Iebd350a936ead175e45e1b236be4e1f5d3c63f09",
          "is_bot": false,
          "headline": " Automated code change. .\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-16T19:43:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0ca1792264cde25ea000e76c879a03ee5a46c33",
          "body": "PiperOrigin-RevId: 948285566\nChange-Id: Iefcb334a9e40638c82f42899c8c53e37efdeff0a",
          "is_bot": false,
          "headline": " Automated code change. .\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-16T19:42:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b37a17404ebab7cee38aa626a2c6cf8911928e51",
          "body": "PiperOrigin-RevId: 948285344\nChange-Id: I053100c2700d5e3ff447ad43b7e40cc51ce5294f",
          "is_bot": false,
          "headline": " Automated code change. .\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-16T19:41:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c01ac8cbea99c24a1cf8ebf848625dcd6f72357c",
          "body": null,
          "is_bot": false,
          "headline": "Regenerate ultimate_tic_tac_toe playthrough",
          "author_name": "Jon Lipovetz",
          "author_login": "lipovetz",
          "committed_at": "2026-07-16T16:39:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b10ee6349479c1bbbfde333e59db5541554dd903",
          "body": null,
          "is_bot": false,
          "headline": "Shorten code comments",
          "author_name": "Jon Lipovetz",
          "author_login": "lipovetz",
          "committed_at": "2026-07-16T00:22:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f7fa52222b3115dd0f01680db866798c2e20d478",
          "body": "When the meta-game is in a `Choose local board` (free-move) state and\nthe current player selects a local board they have visited before,\n`DoApplyAction`'s `current_state_ < 0` branch updates the meta-game's\n`current_state_` but does not sync the newly-selected local board's\ninternal `current_player_\n[…]\nng `SetCurrentPlayer` call in the choose_subgrid branch,\nand a regression test that replays a 15-action sequence which\nexhibited the bug and asserts the target cell contains the correct\nplayer's mark.",
          "is_bot": false,
          "headline": "Fix wrong player's piece placed on free-move in Ultimate Tic-Tac-Toe",
          "author_name": "Jon Lipovetz",
          "author_login": "lipovetz",
          "committed_at": "2026-07-16T00:19:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6a1458e8a7d52b1f38265fc7ed85cfb1a3dbc85f",
          "body": "PiperOrigin-RevId: 947134818\nChange-Id: Ifd5c6d331e69109ad0344b1bf614d5a92a616740",
          "is_bot": false,
          "headline": "Merge pull request #1564 from google-deepmind:lanctot-patch-88",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-07-13T18:04:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2bd0bf4014fac2797af65579fe97df6f9a9b7500",
          "body": "PiperOrigin-RevId: 947134233\nChange-Id: I7b4ebb16086d2e97d889f0132bb903935930580e",
          "is_bot": false,
          "headline": "Add Crossword to games list.",
          "author_name": "Marc Lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-07-13T18:04:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "201498d8e5eb79b446b9001693980b1454b9dd34",
          "body": "PiperOrigin-RevId: 947133057\nChange-Id: I3b4ece7c32dbf4f234b79c3f2444f5b6f6b028f3",
          "is_bot": false,
          "headline": "Merge pull request #1565 from google-deepmind:lanctot_update_version_2.0",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-07-13T18:03:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f38c6721ddfd666f0f815123c45eade4f2c66d4d",
          "body": null,
          "is_bot": false,
          "headline": "Update version number to 2.0",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-07-13T17:45:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e6268a6497f549f46d8d6af357a333be2b8d6b3",
          "body": "Try larger image scaled down to 800px",
          "is_bot": false,
          "headline": "Update README.md",
          "author_name": "Marc Lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-07-13T17:33:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ce2fa1609461670625c3396b3a80fa7de497e19e",
          "body": "PiperOrigin-RevId: 947074256\nChange-Id: Id42e99f806f555d646a070f1c9449af209c71d9e",
          "is_bot": false,
          "headline": "Merge pull request #1555 from gmweinberg:go_fish",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-07-13T17:15:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45513860da7f2e4acc83f0f1c66457db34a9ba80",
          "body": "PiperOrigin-RevId: 947064121\nChange-Id: I6830f39d4230beea3bb5f13b4e6ad92bd4de8505",
          "is_bot": false,
          "headline": "Merge pull request #1544 from kvr06-ai:add-capture-the-flag",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-07-13T17:15:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee839638afc95cc96e60be788ca0dcd166ef490e",
          "body": "PiperOrigin-RevId: 947045630\nChange-Id: Iee128b365db28eb75c497846e0335c8bde6ac6b1",
          "is_bot": false,
          "headline": "Merge pull request #1539 from Arahan-kujur:social-deduction-game",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-07-13T17:14:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5cb93069dc5947501f329d1082558cc7852e8314",
          "body": "PiperOrigin-RevId: 946993842\nChange-Id: Ibd40fec0772eb7ee40c65cb70d1b19140225e400",
          "is_bot": false,
          "headline": "Merge pull request #1558 from google-deepmind:lanctot_mcp_server",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-07-13T17:14:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f923416aeefe9e8f1cccfa140d556de0af95e3b8",
          "body": "PiperOrigin-RevId: 946803705\nChange-Id: I9d6bb98ba60e6213c7c414cc1db14b71626beac6",
          "is_bot": false,
          "headline": "Add struct support for Python-only games.",
          "author_name": "Daniel Hennes",
          "author_login": "dhennes",
          "committed_at": "2026-07-13T17:14:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7c7cf850608fed87169044de509bd05aae0648e",
          "body": "PiperOrigin-RevId: 946634599\nChange-Id: Idf40fe3e82da6ac8092bfc3c7825559a985f20c9",
          "is_bot": false,
          "headline": "Merge pull request #1552 from shivansh023023:feature-catch-structs",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-07-13T17:14:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "794f13ead10ae6bee865404eb9405c73fd4ffdaf",
          "body": "PiperOrigin-RevId: 946549995\nChange-Id: I3b4275c7c470a599218ab30b9b75da4916034019",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T17:13:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc15c98bc954b839e6773cd3229d1891ffe10371",
          "body": "PiperOrigin-RevId: 946549573\nChange-Id: I03284cc6761548d11afd5356489563affdf08155",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T17:11:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7be79e4ba44cff5521d1cb8624d1805fc2439f19",
          "body": "…ase.\n\nPiperOrigin-RevId: 946534894\nChange-Id: Ic62460c659eda7673e55f84f54180e629df037e6",
          "is_bot": false,
          "headline": "Change visual asset on main page in preparation of OpenSpiel 2.0 rele…",
          "author_name": "Marc Lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-07-13T17:11:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8cf9796a093085469194ed76c3bf3549841b78d",
          "body": "…copy\n\nPiperOrigin-RevId: 944571371\nChange-Id: I09b7d7f06249862219edba13df4189a8525c6457",
          "is_bot": false,
          "headline": "Merge pull request #1549 from shivansh023023:optimize-spantensor-zero…",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-07-13T17:10:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "36c0119ca4eb8e04e7d32e500951282df40a27a6",
          "body": "PiperOrigin-RevId: 944565727\nChange-Id: Ie583126b4c8e55f9669fddc599da656493d7556d",
          "is_bot": false,
          "headline": "Merge pull request #1551 from aleyan:silence",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-07-13T17:10:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d47ca96aecfbd2df918b4e9acbc5ffb94f6eb46",
          "body": "PiperOrigin-RevId: 944514587\nChange-Id: I8b36b8f88533086e8154dce6b54053ce5e975d43",
          "is_bot": false,
          "headline": "Allow point 0 as a valid neighbor in Nine Men's Morris.",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T17:10:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "415f1d92b38fae045c64ee482b7e4a40904414d3",
          "body": "The `PieceTypeToString` function in `shogi_board.cc` was incorrectly returning \"+R\" for both Black and White promoted rooks. This has been corrected to return \"+r\" for White's promoted rooks. A regression test has been added to ensure correct round-trip serialization of SFEN strings with White promo\n[…]\n The documentation in `shogi_connector.py` and playthrough data in `shogi.txt` have been updated to reflect this fix.\n\nPiperOrigin-RevId: 943438662\nChange-Id: I00f1a140a4f78ef0ec4196d61427281db7212b57",
          "is_bot": false,
          "headline": "Fix SFEN serialization for White's promoted rooks in Shogi.",
          "author_name": "Zun Li",
          "author_login": "rezunli96",
          "committed_at": "2026-07-13T17:09:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "de22ee8feec86be2c2e9d40002de32aa1ca28507",
          "body": "PiperOrigin-RevId: 937045727\nChange-Id: Ia5dd843dfbf6c842e77302b45ce137551cf88299",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T17:09:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96cd7b6b2f4b9f6bbb5b86505cee155f44a3d103",
          "body": "PiperOrigin-RevId: 934678753\nChange-Id: I640c7922e7f4a0d7f4bcead0c89bdc4c0d577cb7",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T17:08:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2cf7b76008819afab7189ff56c8882ae9e2fdc07",
          "body": "PiperOrigin-RevId: 934677001\nChange-Id: I5bffca472047bc0e4c812afc83ff096609a2d734",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T17:07:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5446aa877a55d1c8f3c66938495a8d80baa517f1",
          "body": "PiperOrigin-RevId: 934295356\nChange-Id: Ib94725861e630b92b22337148c29a90c92fa04b9",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T17:05:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "538509dcd5644fd124bb23aeb6476c0ef82b250c",
          "body": "PiperOrigin-RevId: 934294419\nChange-Id: I172895112ba40e683e092bc0460ec04b4cb36bf2",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T17:04:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6098eef37fabd72dc2835d3894b453d199f0df54",
          "body": "PiperOrigin-RevId: 934245995\nChange-Id: Id3edab08c9e7954a48dfcd3c44078c6210456f71",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T17:03:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aa3b4fc4e5f4ce1c0062a9f14ef9d53114d3676b",
          "body": "PiperOrigin-RevId: 934223431\nChange-Id: If638b4c24036162dba6e8db3914f75070da90b22",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T17:02:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "540bba6eba92487f60704a00cecc57ab919f1001",
          "body": "PiperOrigin-RevId: 934220990\nChange-Id: I1a877779ad4d389d0d5cce410a06e7eb5e9973e3",
          "is_bot": false,
          "headline": "Add wall-clock time controls to C++ MCTS and IS-MCTS.",
          "author_name": "Marc Lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-07-13T17:01:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "520eb1cdff69a107777fa6de79fd9ae7069213b8",
          "body": "PiperOrigin-RevId: 934220953\nChange-Id: If6a066890d2ee78fc72a5fc7a584ef60a4308860",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T16:59:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9a4ad7604dc0aafc5610e1077e4c2eed659b4dc1",
          "body": "PiperOrigin-RevId: 934197227\nChange-Id: I191cf250bd98d18021534e50cfdd5e019e21539e",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T16:58:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "54a3864931e2a98e125c2753006dbdeb77c5c549",
          "body": "PiperOrigin-RevId: 934170745\nChange-Id: Iaf26fbc6b08515849161e3415bebe960152b2ae4",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T16:56:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e551260ab00fa2bec915d4b03b42a134ac9f670b",
          "body": "PiperOrigin-RevId: 934097304\nChange-Id: Icaec3f71a4b92d501b13db31689b4854a52f9bca",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T16:55:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5ce806dd75922844ab5107b3868a679eb913f441",
          "body": "PiperOrigin-RevId: 933865061\nChange-Id: I39cb92d451314395fafc10c47970f7d866d4d459",
          "is_bot": false,
          "headline": "Improve the board aesthetics in crossword ToString()",
          "author_name": "Marc Lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-07-13T16:55:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f82d92e668c01c5c0ade32da448744a00ff45df7",
          "body": "…piel\n\n- Add InformationStateString to KriegspielState encoding the full\n  action-observation history (perfect recall): player prefix + starting\n  FEN + sequence of own moves (LAN) / opponent moves (\"?\") with umpire\n  messages.\n- Guarantees: non-empty, player-aware (P0/P1 prefix), action-consistent\n\n[…]\n observer to support perfect_recall string via delegation to\n  InformationStateString.\n- Regenerate playthrough file.\n\nPiperOrigin-RevId: 933828846\nChange-Id: Id9248406c004648b3ba55b2bd21e696046709c8e",
          "is_bot": false,
          "headline": "Implement InformationStateString and fix ObservationString for Kriegs…",
          "author_name": "Zun Li",
          "author_login": "rezunli96",
          "committed_at": "2026-07-13T16:54:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9ca11d13690fd4deaf897b82321f6000385b0c31",
          "body": "ObservationString was a stub returning \"\" despite being an imperfect-\ninformation game. Now properly returns the observing player's hand plus\nall public state (scores, phase, dealer, starter, played cards, running\ntotal).\n\nInformationStateString extends ObservationString with the full public\naction \n[…]\nvate cards).\n\nUpdate game type flags to advertise these capabilities and regenerate\nthe integration test playthrough.\n\nPiperOrigin-RevId: 933813773\nChange-Id: Id97fcf5b82c4a17144fa9d74a92db8f76837fd24",
          "is_bot": false,
          "headline": "Implement ObservationString and InformationStateString for cribbage",
          "author_name": "Zun Li",
          "author_login": "rezunli96",
          "committed_at": "2026-07-13T16:54:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "55b30bef39eef91f6a6efa8fea30d490582e8ebd",
          "body": "PiperOrigin-RevId: 933444157\nChange-Id: Id22a666f8d8e17892b3c7fa06e3817eda00a8752",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T16:53:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40d8032156cf8d72650316071d2dfa15fc9cee0e",
          "body": "PiperOrigin-RevId: 933443077\nChange-Id: If4066992f737d4197674c02ab945356c6952b8f4",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "Zun Li",
          "author_login": "rezunli96",
          "committed_at": "2026-07-13T16:52:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0bdd689a964614aa81935779f0dedb805b48251e",
          "body": "PiperOrigin-RevId: 933171176\nChange-Id: Id109b98d071db0faf0d3f7a10406e5eef9a8d6f5",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "Daniel Hennes",
          "author_login": "dhennes",
          "committed_at": "2026-07-13T16:52:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87464314954205a7d8d195a1d19be9454cd496ca",
          "body": "PiperOrigin-RevId: 933042006\nChange-Id: Iaf7593c7851365c67f2785d92f94f7e5b0b8915e",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T16:51:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "708c628cde72b26124df0802eec8dd21213162f9",
          "body": "PiperOrigin-RevId: 933041953\nChange-Id: I1e881336494b2c863eaacbe2ddf2ad2df8e43bec",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T16:51:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "de204c654f0e3c35e465321c604c45f778d81942",
          "body": "PiperOrigin-RevId: 933041896\nChange-Id: I0dce381dd94e68f0a0e039ba38258ba51b7a3cca",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T16:51:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "74c2c4951889c7039b96929cd68ed0f1f7f09207",
          "body": "PiperOrigin-RevId: 933041677\nChange-Id: Ic9912a5026fabcc6abc067c409859ba4ebdc66a9",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T16:51:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f134854594965e9745580a6d58507b652458387d",
          "body": "PiperOrigin-RevId: 933041629\nChange-Id: I30efc2c535d4e38ff13461f504a9c06fcfb1b712",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T16:51:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fbdbda03ab174b75131767befd32ffcebf2a6ea2",
          "body": "PiperOrigin-RevId: 933041416\nChange-Id: I0144891fbe6454b7e2b92b69cc81cdf5e7ab0b9c",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T16:50:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d569ee4cdb437a58cdb058c4f598f4566d399d6d",
          "body": "PiperOrigin-RevId: 933041325\nChange-Id: Ie8dc2b4480141fdf055288fb3764437dacee7321",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T16:50:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "655a0790838365424f09f61aca3e3e5895a2336c",
          "body": "PiperOrigin-RevId: 933041240\nChange-Id: Icd15da3a62b29ff98092bb68cfa7710cd24066d3",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T16:49:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "354be1d0e5df33db0756d67987d2051f5bfa8f11",
          "body": "PiperOrigin-RevId: 933041027\nChange-Id: I1b38d3bbd6ffc2e66e32cddeff2d1bb8ba785c6e",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T16:46:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca856201fc000f45528735e42dae6b6e95e74f9d",
          "body": "PiperOrigin-RevId: 933040952\nChange-Id: Ia3ce2a660d2c749003e7df1ce8521e4e5a9a49a6",
          "is_bot": false,
          "headline": " Automated code change.\\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-07-13T16:42:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d8df25afac87d6cb5d89a8cb1f3818637d048b6",
          "body": "Rewrite ResampleFromInfostate to respect void information observed\nduring play. When a player fails to follow the led suit, all observers\nlearn that player is void in that suit. The previous implementation\nignored this, producing resampled states where opponents hold cards of\nsuits they've publicly \n[…]\n distribute remaining cards respecting void constraints\n- Fallback to unconstrained assignment if voids over-constrain\nPiperOrigin-RevId: 932444833\nChange-Id: I3a91d66089e6f58c1656e067c81ffd838453d48a",
          "is_bot": false,
          "headline": "Fix void-inconsistency in OhHellState::ResampleFromInfostate",
          "author_name": "Zun Li",
          "author_login": "rezunli96",
          "committed_at": "2026-07-13T16:31:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b06415636189848e2a6c2ff194ef58089eaa6464",
          "body": "PiperOrigin-RevId: 932273115\nChange-Id: I02ad3459bc0e420db8e0d9e29b8bbb1822de866b",
          "is_bot": false,
          "headline": "Add .to_dict() support for game structs.",
          "author_name": "Daniel Hennes",
          "author_login": "dhennes",
          "committed_at": "2026-07-13T16:31:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8596678de09f7674e7176e46dcd192048e680c3",
          "body": null,
          "is_bot": false,
          "headline": "Add CatchStateStruct validation tests to catch_test.cc",
          "author_name": "Shivansh Singh",
          "author_login": "shivansh023023",
          "committed_at": "2026-07-12T11:45:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "81b2262319458090bbb6f1e157aed94a46003f24",
          "body": null,
          "is_bot": false,
          "headline": "Move MCP tools test to Python MISC",
          "author_name": "Marc Lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-06-14T02:27:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "15a42136103541f85c9ef96fb0e3cc4a97274198",
          "body": null,
          "is_bot": false,
          "headline": "Add MCP Server example",
          "author_name": "Marc Lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-06-14T01:44:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b556b224c6f3e5f9d9c3b564b59af828e16a3f5c",
          "body": null,
          "is_bot": false,
          "headline": "Merge upstream/master into add-capture-the-flag",
          "author_name": "Kaushik Rajan",
          "author_login": "kvr06-ai",
          "committed_at": "2026-06-13T10:28:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c8edc829962967730e5ff353340df75847fa184",
          "body": "PiperOrigin-RevId: 931260575\nChange-Id: Iad57f2ebb12c867188632bb5ecd891d1e07584df",
          "is_bot": false,
          "headline": "Merge pull request #1521 from google-deepmind:lanctot_ubuntu2604",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-06-12T18:56:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc4e3dc198a082f74335eb6ddc395359c0d75955",
          "body": "PiperOrigin-RevId: 931254048\nChange-Id: I0b560a258a87b793963266c86519eb58e145bef2",
          "is_bot": false,
          "headline": "Add missing files and test to utils/CMakeList.txt",
          "author_name": "Marc Lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-06-12T18:47:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5545b110615224c7ca84a6df9f63bcbc8eb89c65",
          "body": "…c, and clues to Crossword ToString and observation strings\n\nPiperOrigin-RevId: 930715704\nChange-Id: I6934fb4f83912fa4c80e148d0fb780a81bcd72ff",
          "is_bot": false,
          "headline": "Add State::NewInitialState(const StateStruct&), Game::ActionStructSpe…",
          "author_name": "Marc Lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-06-12T18:47:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5d4f5d5d3e933500bb572fec8c8125e753e5a2fc",
          "body": "PiperOrigin-RevId: 930677798\nChange-Id: If93a60a95d1a244489b37217280fc3ef81cc0cfb",
          "is_bot": false,
          "headline": "Expose struct classes (StateStruct, etc.) as Game class attributes.",
          "author_name": "Daniel Hennes",
          "author_login": "dhennes",
          "committed_at": "2026-06-12T18:46:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aa91910c56e8e054cc79d153722947c6bcb66232",
          "body": "PiperOrigin-RevId: 929942176\nChange-Id: I1711a41513ff0a96fcabac6b3bea1aac1457abcd",
          "is_bot": false,
          "headline": "Add a trajectory object for recording games.",
          "author_name": "Marc Lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-06-12T18:46:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3dd22baca7e158d4ab667caee91dfd8fe97bdf36",
          "body": "…actor helper simulation tests.\n\nPiperOrigin-RevId: 929929889\nChange-Id: Ic205db09e20d10b4e48fd40462cc328f00ac452c",
          "is_bot": false,
          "headline": "Implement state serialization & deserialization for Crossword and ref…",
          "author_name": "Marc Lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-06-12T18:46:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4dd2593ccda4bd31dd1d4c47e557b3618cd6a3f3",
          "body": "…that uses this (Crossword).\n\nPiperOrigin-RevId: 928512801\nChange-Id: I8afc187d938a1c58f050a358241c4bd30b7419cf",
          "is_bot": false,
          "headline": "Add a mode for games to use action structs only, and an example game …",
          "author_name": "Marc Lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-06-12T18:46:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "829798301fda902a547b18fafe0ee26e26235cd1",
          "body": "PiperOrigin-RevId: 927269419\nChange-Id: Ibd47e81636465d70ef999cf6562e4bf9f250cdb7",
          "is_bot": false,
          "headline": "Add ListDir to file utils.",
          "author_name": "Marc Lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-06-12T18:46:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a6f61cb1fc724874f7b868e4a7d93d16868d5c01",
          "body": "The original implementation had three bugs:\n1. Board comparison used Board::ToString() which includes all players'\n   private chip allocations. This meant resampling never actually\n   explored different hidden states — it always returned a state with\n   identical private information.\n2. The off-by-o\n[…]\n, sample one, then replay the full action history\nverbatim.\nAlso add ResampleInfostateTest to colored_trails_test.cc.\n\nPiperOrigin-RevId: 926950391\nChange-Id: I1c64a908ba6729dc0f3df038e0e775466f10cb2a",
          "is_bot": false,
          "headline": "fix ResampleFromInfostate in colored_trails",
          "author_name": "Zun Li",
          "author_login": "rezunli96",
          "committed_at": "2026-06-12T18:45:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "73fdb83f6bf7e0a613ce6bc21dd40a8e3253cc51",
          "body": "The rng parameter is std::function<double()>, returning a value in\n[0, 1). When passed directly to std::mt19937's constructor (which\ntakes uint_fast32_t), the double truncates to 0 on every call,\nseeding every shuffle identically and producing zero sample diversity.\nScale the rng output to the full \n[…]\need range, matching the existing\npattern used in bridge.cc and euchre.cc:\n  std::mt19937(rng() * std::mt19937::max())\n\nPiperOrigin-RevId: 926707959\nChange-Id: I1ff61fd10563884ef6d25be5487f4eae6f0e7f27",
          "is_bot": false,
          "headline": "Fix deterministic shuffle in gin_rummy ResampleFromInfostate",
          "author_name": "Zun Li",
          "author_login": "rezunli96",
          "committed_at": "2026-06-12T18:45:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3cae75aacbd20d357336b8e526f84e4c219cdea0",
          "body": null,
          "is_bot": false,
          "headline": "Update to using Ubuntu 26.04",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-06-12T18:15:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4105cefff2c5255c2e0eecd5209369fb93ff7f05",
          "body": null,
          "is_bot": false,
          "headline": "fix docs",
          "author_name": "George Weinberg",
          "author_login": "gmweinberg",
          "committed_at": "2026-06-10T21:08:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b45605ff623564ac46ab778d74b4122eecd8c6c8",
          "body": null,
          "is_bot": false,
          "headline": "Added doc line",
          "author_name": "George Weinberg",
          "author_login": "gmweinberg",
          "committed_at": "2026-06-10T20:20:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "298fb77e74664fca6bf24e5eeb3eb73c5f81cba3",
          "body": "Merge from upstream/master",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'upstream/master' into go_fish",
          "author_name": "George Weinberg",
          "author_login": "gmweinberg",
          "committed_at": "2026-06-10T20:12:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "043603a2215fd128113d94456af21de288dea95d",
          "body": null,
          "is_bot": false,
          "headline": "Cleaned up lint and added playthrough",
          "author_name": "George Weinberg",
          "author_login": "gmweinberg",
          "committed_at": "2026-06-10T20:11:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aca4b7fbdde4fe991468aa9cb5c63e1209aa2314",
          "body": null,
          "is_bot": false,
          "headline": "tests passing",
          "author_name": "George Weinberg",
          "author_login": "gmweinberg",
          "committed_at": "2026-06-10T00:09:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bdbde3537d705737ee20c329334339b9178a3936",
          "body": null,
          "is_bot": false,
          "headline": "chore: silence warning on optional pokerkit dependency",
          "author_name": "Alex Yankov",
          "author_login": "aleyan",
          "committed_at": "2026-06-07T17:32:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af6c0bae0385973d3634da4a29a5a52bd43fe9a7",
          "body": "Implements the JSON-interchangeable struct layer for the Catch environment,\nmirroring the pattern established in tic_tac_toe and connect_four.\n\nChanges in catch.h:\n- Add CatchStructContents POD struct with ball_row, ball_col, paddle_col\n  fields; annotated with NLOHMANN_DEFINE_TYPE_INTRUSIVE for aut\n[…]\ng.\n- Implement StructToActions(): maps direction string -> action id.\n- Extract helpers ActionIdToDirection() and DirectionToActionId().\n- Add absl/strings/str_format.h and nlohmann/json.hpp includes.",
          "is_bot": false,
          "headline": "feat(catch): port OpenSpiel 2.0 struct architecture to Catch game",
          "author_name": "Shivansh Singh",
          "author_login": "shivansh023023",
          "committed_at": "2026-06-07T15:22:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1a953944ec0cc34ba3d9060ca4a21115771b92b2",
          "body": null,
          "is_bot": false,
          "headline": "python tests passing",
          "author_name": "George Weinberg",
          "author_login": "gmweinberg",
          "committed_at": "2026-06-05T20:36:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a24be16fb0f91bbbb0972ff29e7ba6d5f89263ab",
          "body": null,
          "is_bot": false,
          "headline": "game bindings working",
          "author_name": "George Weinberg",
          "author_login": "gmweinberg",
          "committed_at": "2026-06-01T21:30:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9fb9f792fd7aeb4f242f1b739f3e0ef211bb6fce",
          "body": "…-copy)",
          "is_bot": false,
          "headline": "Optimize SpanTensor memory views using Pybind11 Buffer Protocol (zero…",
          "author_name": "Shivansh Singh",
          "author_login": "shivansh023023",
          "committed_at": "2026-05-30T08:53:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "60cd4030dea8b54a0581ddac8d76c900c7382a30",
          "body": null,
          "is_bot": false,
          "headline": "Commit before refactor",
          "author_name": "George Weinberg",
          "author_login": "gmweinberg",
          "committed_at": "2026-05-27T23:14:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2d8e50346763c5df0f550651d546d4949aae07a5",
          "body": null,
          "is_bot": false,
          "headline": "Update actions.yml",
          "author_name": "Marc Lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-05-23T20:38:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fcb98881bffd25a324d5505041c837ca9b7ed0bf",
          "body": "PiperOrigin-RevId: 919676404\nChange-Id: I7d12b51e7fd383364eedcd5c12f4cd6c78c8fb0e",
          "is_bot": false,
          "headline": "Merge pull request #1547 from google-deepmind:lanctot_release_1_6_15",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-05-22T15:13:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a000ef11cbaa114d8afcbe25a4fcc568187d2026",
          "body": null,
          "is_bot": false,
          "headline": "Upgrade to Release 1.6.15",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-05-22T13:32:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28eb80938de1bcfa65da77c0c7232306780cf748",
          "body": "…loat\n\nPiperOrigin-RevId: 919627938\nChange-Id: I1b84c32788fd30e6b1b946db9aacad42433f9118",
          "is_bot": false,
          "headline": "Merge pull request #1525 from shivansh023023:refactor/reduce-header-b…",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-05-22T13:28:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "215af892de1375f374f1e00fa1cb2e7d2332f139",
          "body": "PiperOrigin-RevId: 919624530\nChange-Id: I63079fc01a28bc9ba9ee4e53615da4b5fe79bd5e",
          "is_bot": false,
          "headline": "Merge pull request #1534 from alexunderch:windows-doc-fix",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-05-22T13:28:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1990fc7f3b90773bc61062250f3f53e7b44207b0",
          "body": "PiperOrigin-RevId: 919615214\nChange-Id: Iaa91fce4032753bbc568f71a11ab0c0fe98a8d0f",
          "is_bot": false,
          "headline": "Merge pull request #1533 from visheshrwl:fix/windows-tmp-paths",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-05-22T13:28:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "de27dff85cb26c5ce86cb24833e889d047d93107",
          "body": "PiperOrigin-RevId: 919613675\nChange-Id: Ifff124fefb8b2b66ee9b3b72cfcfc0493ae3ada5",
          "is_bot": false,
          "headline": "Merge pull request #1532 from visheshrwl:fix/windows-spawn-fork",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-05-22T13:28:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f1e638a492b6655da9c1c775cadd0a5c2d68f858",
          "body": "PiperOrigin-RevId: 919613479\nChange-Id: Ica958cbb536a32022059837f5874ae3bdc661c46",
          "is_bot": false,
          "headline": "Merge pull request #1523 from bbrianxiao:hf_gemma4_update",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-05-22T13:27:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "59c00940eae29ab06ca85928079ae10edcde7baf",
          "body": "PiperOrigin-RevId: 919209254\nChange-Id: I01d6c06b8c8c079d5d9eb7b3f29b36925c4f87cd",
          "is_bot": false,
          "headline": "Merge pull request #1546 from bovard:amazons-configurable-board-size",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-05-22T13:27:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a1593d0f6e61319b9e053c31aa6dffa57322154",
          "body": "PiperOrigin-RevId: 919205499\nChange-Id: I77181c92ecf606b667af91c5d83e5cc86069a40e",
          "is_bot": false,
          "headline": "Merge pull request #1527 from bbrianxiao:gemma4_openspiel_agent",
          "author_name": "lanctot",
          "author_login": "lanctot",
          "committed_at": "2026-05-22T13:27:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f6b037d1b3ae1dba8c4a8b4a9ed1f523eaffd0be",
          "body": "PiperOrigin-RevId: 918880319\nChange-Id: I0925a0318f84cb5cf59b8116d1dfb7e0989a39a9",
          "is_bot": false,
          "headline": " Move absl::optional to std::optional \\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-05-22T13:26:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "91ba5ef3eb736a646f2937d1db92a6369af1afda",
          "body": "PiperOrigin-RevId: 918872758\nChange-Id: Iae906875a796d2e273aa8dca58cd4c1ca553916a",
          "is_bot": false,
          "headline": " Move absl::optional to std::optional \\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-05-22T13:26:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "242a6f264211e80680a5cee451a140024cd68e3f",
          "body": "PiperOrigin-RevId: 918866259\nChange-Id: I5d9b159b302057a5ffca45f9144fe2927afb18fa",
          "is_bot": false,
          "headline": " Move absl::optional to std::optional \\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-05-22T13:25:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44e3b24e73698cea9ba2d5d94a9e1ca35738313c",
          "body": "PiperOrigin-RevId: 918806763\nChange-Id: If16edcd207954fa05bff399a6bf68c935a7808aa",
          "is_bot": false,
          "headline": " Move absl::optional to std::optional \\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-05-22T13:24:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "98eff720840c72c13b27951e4c789dcb9937feb5",
          "body": "PiperOrigin-RevId: 918789972\nChange-Id: I19cacc89d30cf880832e525a0a776d16a506a615",
          "is_bot": false,
          "headline": " Move absl::optional to std::optional \\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-05-22T13:24:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7b0ce0534dc622a3c422f07aa085df27d45ec12e",
          "body": "PiperOrigin-RevId: 918375399\nChange-Id: I481d4447e943b8a18e29d15b00eed19f94e55e4f",
          "is_bot": false,
          "headline": " Move absl::optional to std::optional \\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-05-22T13:23:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e60bfc655002d8ac58ad865e3a5e871ae93e06a1",
          "body": "PiperOrigin-RevId: 918375139\nChange-Id: I594471de762f054511fb6cdc0bafc0c8acfa6886",
          "is_bot": false,
          "headline": " Move absl::optional to std::optional \\n",
          "author_name": "DeepMind Technologies Ltd",
          "author_login": null,
          "committed_at": "2026-05-22T13:22:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 30,
      "commits_last_year": 817,
      "latest_release_at": "2026-07-17T14:18:59Z",
      "latest_release_tag": "v2.0.1",
      "releases_from_tags": false,
      "days_since_last_push": 8,
      "active_weeks_last_year": 49,
      "days_since_latest_release": 8,
      "mean_days_between_releases": 30
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 50,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "open_spiel",
          "exists": true,
          "license": "Apache-2.0",
          "keywords": [
            "reinforcement learning",
            "game theory",
            "artificial intelligence",
            "games",
            "Development Status :: 4 - Beta",
            "Intended Audience :: Developers",
            "Intended Audience :: Science/Research",
            "Operating System :: MacOS",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: C++",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Topic :: Games/Entertainment",
            "Topic :: Scientific/Engineering :: Artificial Intelligence",
            "Topic :: Software Development :: Libraries :: Python Modules"
          ],
          "ecosystem": "pypi",
          "matches_repo": false,
          "registry_url": "https://pypi.org/project/open_spiel/",
          "is_deprecated": false,
          "latest_version": "2.0.1",
          "repository_url": "https://github.com/deepmind/open_spiel.git",
          "versions_count": 36,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2020-12-07T13:07:19.581732Z",
          "latest_published_at": "2026-07-17T00:47:36.696136Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 9
        },
        {
          "name": "open-spiel",
          "exists": true,
          "license": "Apache-2.0",
          "keywords": [
            "reinforcement learning",
            "game theory",
            "artificial intelligence",
            "games",
            "Development Status :: 4 - Beta",
            "Intended Audience :: Developers",
            "Intended Audience :: Science/Research",
            "Operating System :: MacOS",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: C++",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Topic :: Games/Entertainment",
            "Topic :: Scientific/Engineering :: Artificial Intelligence",
            "Topic :: Software Development :: Libraries :: Python Modules"
          ],
          "ecosystem": "pypi",
          "matches_repo": false,
          "registry_url": "https://pypi.org/project/open-spiel/",
          "is_deprecated": false,
          "latest_version": "2.0.1",
          "repository_url": "https://github.com/deepmind/open_spiel.git",
          "versions_count": 36,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 135648,
          "first_published_at": "2020-12-07T13:07:19.581732Z",
          "latest_published_at": "2026-07-17T00:47:36.696136Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 9
        }
      ]
    },
    "popularity": {
      "forks": 1161,
      "stars": 5359,
      "watchers": 106,
      "fork_history": {
        "days": [
          {
            "date": "2019-09-06",
            "count": 2
          },
          {
            "date": "2019-09-08",
            "count": 2
          },
          {
            "date": "2019-09-09",
            "count": 3
          },
          {
            "date": "2019-09-10",
            "count": 3
          },
          {
            "date": "2019-09-11",
            "count": 3
          },
          {
            "date": "2019-09-13",
            "count": 2
          },
          {
            "date": "2019-09-14",
            "count": 1
          },
          {
            "date": "2019-09-15",
            "count": 3
          },
          {
            "date": "2019-09-16",
            "count": 3
          },
          {
            "date": "2019-09-17",
            "count": 2
          },
          {
            "date": "2019-09-18",
            "count": 3
          },
          {
            "date": "2019-09-19",
            "count": 4
          },
          {
            "date": "2019-09-20",
            "count": 9
          },
          {
            "date": "2019-09-21",
            "count": 1
          },
          {
            "date": "2019-09-22",
            "count": 3
          },
          {
            "date": "2019-09-23",
            "count": 6
          },
          {
            "date": "2019-09-24",
            "count": 3
          },
          {
            "date": "2019-09-26",
            "count": 1
          },
          {
            "date": "2019-09-27",
            "count": 1
          },
          {
            "date": "2019-09-28",
            "count": 2
          },
          {
            "date": "2019-09-29",
            "count": 2
          },
          {
            "date": "2019-09-30",
            "count": 1
          },
          {
            "date": "2019-10-01",
            "count": 1
          },
          {
            "date": "2019-10-02",
            "count": 1
          },
          {
            "date": "2019-10-03",
            "count": 1
          },
          {
            "date": "2019-10-04",
            "count": 1
          },
          {
            "date": "2019-10-06",
            "count": 3
          },
          {
            "date": "2019-10-09",
            "count": 1
          },
          {
            "date": "2019-10-11",
            "count": 1
          },
          {
            "date": "2019-10-14",
            "count": 1
          },
          {
            "date": "2019-10-16",
            "count": 1
          },
          {
            "date": "2019-10-20",
            "count": 2
          },
          {
            "date": "2019-10-23",
            "count": 1
          },
          {
            "date": "2019-10-28",
            "count": 1
          },
          {
            "date": "2019-10-31",
            "count": 2
          },
          {
            "date": "2019-11-04",
            "count": 1
          },
          {
            "date": "2019-11-06",
            "count": 1
          },
          {
            "date": "2019-11-07",
            "count": 1
          },
          {
            "date": "2019-11-08",
            "count": 1
          },
          {
            "date": "2019-11-11",
            "count": 1
          },
          {
            "date": "2019-11-12",
            "count": 1
          },
          {
            "date": "2019-11-13",
            "count": 1
          },
          {
            "date": "2019-11-14",
            "count": 1
          },
          {
            "date": "2019-11-15",
            "count": 1
          },
          {
            "date": "2019-11-19",
            "count": 1
          },
          {
            "date": "2019-11-20",
            "count": 1
          },
          {
            "date": "2019-11-21",
            "count": 2
          },
          {
            "date": "2019-11-29",
            "count": 2
          },
          {
            "date": "2019-12-03",
            "count": 2
          },
          {
            "date": "2019-12-04",
            "count": 1
          },
          {
            "date": "2019-12-05",
            "count": 1
          },
          {
            "date": "2019-12-06",
            "count": 1
          },
          {
            "date": "2019-12-08",
            "count": 1
          },
          {
            "date": "2019-12-10",
            "count": 2
          },
          {
            "date": "2019-12-11",
            "count": 1
          },
          {
            "date": "2019-12-12",
            "count": 1
          },
          {
            "date": "2019-12-14",
            "count": 1
          },
          {
            "date": "2019-12-16",
            "count": 1
          },
          {
            "date": "2019-12-17",
            "count": 1
          },
          {
            "date": "2019-12-18",
            "count": 1
          },
          {
            "date": "2019-12-19",
            "count": 2
          },
          {
            "date": "2019-12-20",
            "count": 1
          },
          {
            "date": "2019-12-29",
            "count": 1
          },
          {
            "date": "2019-12-30",
            "count": 1
          },
          {
            "date": "2019-12-31",
            "count": 1
          },
          {
            "date": "2020-01-01",
            "count": 1
          },
          {
            "date": "2020-01-07",
            "count": 2
          },
          {
            "date": "2020-01-09",
            "count": 1
          },
          {
            "date": "2020-01-10",
            "count": 1
          },
          {
            "date": "2020-01-12",
            "count": 1
          },
          {
            "date": "2020-01-13",
            "count": 1
          },
          {
            "date": "2020-01-14",
            "count": 1
          },
          {
            "date": "2020-01-18",
            "count": 1
          },
          {
            "date": "2020-01-19",
            "count": 1
          },
          {
            "date": "2020-01-21",
            "count": 1
          },
          {
            "date": "2020-01-22",
            "count": 2
          },
          {
            "date": "2020-01-31",
            "count": 2
          },
          {
            "date": "2020-02-01",
            "count": 1
          },
          {
            "date": "2020-02-02",
            "count": 1
          },
          {
            "date": "2020-02-03",
            "count": 1
          },
          {
            "date": "2020-02-04",
            "count": 1
          },
          {
            "date": "2020-02-06",
            "count": 1
          },
          {
            "date": "2020-02-08",
            "count": 1
          },
          {
            "date": "2020-02-14",
            "count": 1
          },
          {
            "date": "2020-02-16",
            "count": 1
          },
          {
            "date": "2020-02-17",
            "count": 2
          },
          {
            "date": "2020-02-18",
            "count": 2
          },
          {
            "date": "2020-02-20",
            "count": 1
          },
          {
            "date": "2020-02-22",
            "count": 1
          },
          {
            "date": "2020-02-24",
            "count": 1
          },
          {
            "date": "2020-02-25",
            "count": 1
          },
          {
            "date": "2020-03-01",
            "count": 1
          },
          {
            "date": "2020-03-04",
            "count": 1
          },
          {
            "date": "2020-03-06",
            "count": 3
          },
          {
            "date": "2020-03-07",
            "count": 1
          },
          {
            "date": "2020-03-10",
            "count": 1
          },
          {
            "date": "2020-03-11",
            "count": 1
          },
          {
            "date": "2020-03-12",
            "count": 2
          },
          {
            "date": "2020-03-13",
            "count": 1
          },
          {
            "date": "2020-03-14",
            "count": 2
          },
          {
            "date": "2020-03-15",
            "count": 2
          },
          {
            "date": "2020-03-16",
            "count": 1
          },
          {
            "date": "2020-03-17",
            "count": 1
          },
          {
            "date": "2020-03-20",
            "count": 1
          },
          {
            "date": "2020-03-22",
            "count": 2
          },
          {
            "date": "2020-03-25",
            "count": 2
          },
          {
            "date": "2020-03-27",
            "count": 1
          },
          {
            "date": "2020-03-28",
            "count": 1
          },
          {
            "date": "2020-03-30",
            "count": 1
          },
          {
            "date": "2020-03-31",
            "count": 1
          },
          {
            "date": "2020-04-01",
            "count": 1
          },
          {
            "date": "2020-04-02",
            "count": 1
          },
          {
            "date": "2020-04-06",
            "count": 2
          },
          {
            "date": "2020-04-08",
            "count": 2
          },
          {
            "date": "2020-04-09",
            "count": 2
          },
          {
            "date": "2020-04-11",
            "count": 1
          },
          {
            "date": "2020-04-13",
            "count": 2
          },
          {
            "date": "2020-04-14",
            "count": 1
          },
          {
            "date": "2020-04-15",
            "count": 1
          },
          {
            "date": "2020-04-18",
            "count": 1
          },
          {
            "date": "2020-04-22",
            "count": 1
          },
          {
            "date": "2020-04-23",
            "count": 1
          },
          {
            "date": "2020-04-28",
            "count": 2
          },
          {
            "date": "2020-04-30",
            "count": 1
          },
          {
            "date": "2020-05-04",
            "count": 1
          },
          {
            "date": "2020-05-05",
            "count": 1
          },
          {
            "date": "2020-05-08",
            "count": 2
          },
          {
            "date": "2020-05-11",
            "count": 1
          },
          {
            "date": "2020-05-12",
            "count": 2
          },
          {
            "date": "2020-05-14",
            "count": 1
          },
          {
            "date": "2020-05-15",
            "count": 1
          },
          {
            "date": "2020-05-17",
            "count": 1
          },
          {
            "date": "2020-05-20",
            "count": 1
          },
          {
            "date": "2020-05-22",
            "count": 1
          },
          {
            "date": "2020-05-24",
            "count": 1
          },
          {
            "date": "2020-05-25",
            "count": 3
          },
          {
            "date": "2020-05-26",
            "count": 2
          },
          {
            "date": "2020-05-27",
            "count": 2
          },
          {
            "date": "2020-06-04",
            "count": 1
          },
          {
            "date": "2020-06-05",
            "count": 1
          },
          {
            "date": "2020-06-06",
            "count": 1
          },
          {
            "date": "2020-06-08",
            "count": 1
          },
          {
            "date": "2020-06-13",
            "count": 1
          },
          {
            "date": "2020-06-15",
            "count": 1
          },
          {
            "date": "2020-06-17",
            "count": 1
          },
          {
            "date": "2020-06-18",
            "count": 1
          },
          {
            "date": "2020-06-19",
            "count": 1
          },
          {
            "date": "2020-06-21",
            "count": 1
          },
          {
            "date": "2020-06-24",
            "count": 1
          },
          {
            "date": "2020-06-25",
            "count": 1
          },
          {
            "date": "2020-06-26",
            "count": 1
          },
          {
            "date": "2020-06-27",
            "count": 2
          },
          {
            "date": "2020-06-29",
            "count": 1
          },
          {
            "date": "2020-06-30",
            "count": 1
          },
          {
            "date": "2020-07-03",
            "count": 1
          },
          {
            "date": "2020-07-04",
            "count": 1
          },
          {
            "date": "2020-07-05",
            "count": 1
          },
          {
            "date": "2020-07-09",
            "count": 1
          },
          {
            "date": "2020-07-15",
            "count": 1
          },
          {
            "date": "2020-07-16",
            "count": 1
          },
          {
            "date": "2020-07-18",
            "count": 1
          },
          {
            "date": "2020-07-22",
            "count": 2
          },
          {
            "date": "2020-07-27",
            "count": 2
          },
          {
            "date": "2020-07-28",
            "count": 1
          },
          {
            "date": "2020-08-02",
            "count": 1
          },
          {
            "date": "2020-08-09",
            "count": 1
          },
          {
            "date": "2020-08-11",
            "count": 1
          },
          {
            "date": "2020-08-13",
            "count": 1
          },
          {
            "date": "2020-08-16",
            "count": 1
          },
          {
            "date": "2020-08-17",
            "count": 3
          },
          {
            "date": "2020-08-20",
            "count": 1
          },
          {
            "date": "2020-08-27",
            "count": 1
          },
          {
            "date": "2020-08-28",
            "count": 1
          },
          {
            "date": "2020-09-01",
            "count": 1
          },
          {
            "date": "2020-09-03",
            "count": 2
          },
          {
            "date": "2020-09-04",
            "count": 2
          },
          {
            "date": "2020-09-07",
            "count": 1
          },
          {
            "date": "2020-09-15",
            "count": 1
          },
          {
            "date": "2020-09-23",
            "count": 2
          },
          {
            "date": "2020-09-24",
            "count": 1
          },
          {
            "date": "2020-09-25",
            "count": 1
          },
          {
            "date": "2020-09-29",
            "count": 1
          },
          {
            "date": "2020-10-14",
            "count": 1
          },
          {
            "date": "2020-10-16",
            "count": 1
          },
          {
            "date": "2020-10-20",
            "count": 1
          },
          {
            "date": "2020-10-24",
            "count": 2
          },
          {
            "date": "2020-10-25",
            "count": 2
          },
          {
            "date": "2020-10-27",
            "count": 1
          },
          {
            "date": "2020-11-02",
            "count": 1
          },
          {
            "date": "2020-11-19",
            "count": 1
          },
          {
            "date": "2020-12-01",
            "count": 1
          },
          {
            "date": "2020-12-02",
            "count": 2
          },
          {
            "date": "2020-12-06",
            "count": 1
          },
          {
            "date": "2020-12-08",
            "count": 2
          },
          {
            "date": "2020-12-10",
            "count": 1
          },
          {
            "date": "2020-12-11",
            "count": 1
          },
          {
            "date": "2020-12-14",
            "count": 1
          },
          {
            "date": "2020-12-17",
            "count": 1
          },
          {
            "date": "2020-12-19",
            "count": 1
          },
          {
            "date": "2020-12-21",
            "count": 1
          },
          {
            "date": "2020-12-22",
            "count": 1
          },
          {
            "date": "2020-12-23",
            "count": 3
          },
          {
            "date": "2020-12-24",
            "count": 2
          },
          {
            "date": "2020-12-25",
            "count": 1
          },
          {
            "date": "2020-12-27",
            "count": 1
          },
          {
            "date": "2020-12-28",
            "count": 1
          },
          {
            "date": "2020-12-31",
            "count": 1
          },
          {
            "date": "2021-01-03",
            "count": 2
          },
          {
            "date": "2021-01-04",
            "count": 1
          },
          {
            "date": "2021-01-06",
            "count": 1
          },
          {
            "date": "2021-01-07",
            "count": 1
          },
          {
            "date": "2021-01-08",
            "count": 1
          },
          {
            "date": "2021-01-10",
            "count": 1
          },
          {
            "date": "2021-01-12",
            "count": 1
          },
          {
            "date": "2021-01-13",
            "count": 1
          },
          {
            "date": "2021-01-17",
            "count": 1
          },
          {
            "date": "2021-01-18",
            "count": 2
          },
          {
            "date": "2021-01-19",
            "count": 1
          },
          {
            "date": "2021-01-20",
            "count": 1
          },
          {
            "date": "2021-01-21",
            "count": 1
          },
          {
            "date": "2021-01-22",
            "count": 2
          },
          {
            "date": "2021-01-23",
            "count": 1
          },
          {
            "date": "2021-01-25",
            "count": 1
          },
          {
            "date": "2021-02-15",
            "count": 1
          },
          {
            "date": "2021-02-20",
            "count": 1
          },
          {
            "date": "2021-02-21",
            "count": 1
          },
          {
            "date": "2021-02-22",
            "count": 1
          },
          {
            "date": "2021-02-24",
            "count": 1
          },
          {
            "date": "2021-03-02",
            "count": 2
          },
          {
            "date": "2021-03-05",
            "count": 3
          },
          {
            "date": "2021-03-06",
            "count": 1
          },
          {
            "date": "2021-03-07",
            "count": 1
          },
          {
            "date": "2021-03-16",
            "count": 1
          },
          {
            "date": "2021-03-19",
            "count": 1
          },
          {
            "date": "2021-03-26",
            "count": 1
          },
          {
            "date": "2021-03-30",
            "count": 1
          },
          {
            "date": "2021-04-02",
            "count": 1
          },
          {
            "date": "2021-04-12",
            "count": 1
          },
          {
            "date": "2021-04-15",
            "count": 1
          },
          {
            "date": "2021-04-16",
            "count": 2
          },
          {
            "date": "2021-04-17",
            "count": 1
          },
          {
            "date": "2021-04-21",
            "count": 1
          },
          {
            "date": "2021-04-22",
            "count": 1
          },
          {
            "date": "2021-04-24",
            "count": 1
          },
          {
            "date": "2021-04-27",
            "count": 2
          },
          {
            "date": "2021-04-28",
            "count": 1
          },
          {
            "date": "2021-05-04",
            "count": 1
          },
          {
            "date": "2021-05-07",
            "count": 1
          },
          {
            "date": "2021-05-08",
            "count": 1
          },
          {
            "date": "2021-05-14",
            "count": 1
          },
          {
            "date": "2021-05-20",
            "count": 1
          },
          {
            "date": "2021-05-21",
            "count": 2
          },
          {
            "date": "2021-05-23",
            "count": 1
          },
          {
            "date": "2021-05-30",
            "count": 1
          },
          {
            "date": "2021-06-03",
            "count": 1
          },
          {
            "date": "2021-06-04",
            "count": 1
          },
          {
            "date": "2021-06-06",
            "count": 2
          },
          {
            "date": "2021-06-14",
            "count": 1
          },
          {
            "date": "2021-06-17",
            "count": 2
          },
          {
            "date": "2021-06-19",
            "count": 1
          },
          {
            "date": "2021-06-21",
            "count": 1
          },
          {
            "date": "2021-06-22",
            "count": 1
          },
          {
            "date": "2021-07-01",
            "count": 2
          },
          {
            "date": "2021-07-07",
            "count": 1
          },
          {
            "date": "2021-07-08",
            "count": 1
          },
          {
            "date": "2021-07-11",
            "count": 1
          },
          {
            "date": "2021-07-12",
            "count": 1
          },
          {
            "date": "2021-07-18",
            "count": 1
          },
          {
            "date": "2021-07-21",
            "count": 1
          },
          {
            "date": "2021-07-27",
            "count": 1
          },
          {
            "date": "2021-08-02",
            "count": 1
          },
          {
            "date": "2021-08-11",
            "count": 1
          },
          {
            "date": "2021-08-12",
            "count": 1
          },
          {
            "date": "2021-08-16",
            "count": 1
          },
          {
            "date": "2021-08-18",
            "count": 1
          },
          {
            "date": "2021-08-25",
            "count": 1
          },
          {
            "date": "2021-08-31",
            "count": 1
          },
          {
            "date": "2021-09-01",
            "count": 1
          },
          {
            "date": "2021-09-06",
            "count": 1
          },
          {
            "date": "2021-09-11",
            "count": 1
          },
          {
            "date": "2021-09-15",
            "count": 1
          },
          {
            "date": "2021-09-16",
            "count": 1
          },
          {
            "date": "2021-09-30",
            "count": 1
          },
          {
            "date": "2021-10-04",
            "count": 1
          },
          {
            "date": "2021-10-05",
            "count": 3
          },
          {
            "date": "2021-10-07",
            "count": 1
          },
          {
            "date": "2021-10-09",
            "count": 1
          },
          {
            "date": "2021-10-12",
            "count": 1
          },
          {
            "date": "2021-10-14",
            "count": 1
          },
          {
            "date": "2021-10-15",
            "count": 1
          },
          {
            "date": "2021-10-17",
            "count": 1
          },
          {
            "date": "2021-10-20",
            "count": 1
          },
          {
            "date": "2021-10-21",
            "count": 1
          },
          {
            "date": "2021-10-22",
            "count": 1
          },
          {
            "date": "2021-10-24",
            "count": 1
          },
          {
            "date": "2021-10-25",
            "count": 1
          },
          {
            "date": "2021-10-26",
            "count": 2
          },
          {
            "date": "2021-10-27",
            "count": 1
          },
          {
            "date": "2021-11-01",
            "count": 1
          },
          {
            "date": "2021-11-02",
            "count": 1
          },
          {
            "date": "2021-11-09",
            "count": 1
          },
          {
            "date": "2021-11-11",
            "count": 1
          },
          {
            "date": "2021-11-12",
            "count": 1
          },
          {
            "date": "2021-11-16",
            "count": 2
          },
          {
            "date": "2021-11-30",
            "count": 1
          },
          {
            "date": "2021-12-07",
            "count": 1
          },
          {
            "date": "2021-12-08",
            "count": 2
          },
          {
            "date": "2021-12-19",
            "count": 2
          },
          {
            "date": "2021-12-24",
            "count": 1
          },
          {
            "date": "2021-12-25",
            "count": 1
          },
          {
            "date": "2021-12-26",
            "count": 1
          },
          {
            "date": "2021-12-27",
            "count": 1
          },
          {
            "date": "2021-12-28",
            "count": 2
          },
          {
            "date": "2021-12-31",
            "count": 1
          },
          {
            "date": "2022-01-02",
            "count": 1
          },
          {
            "date": "2022-01-04",
            "count": 2
          },
          {
            "date": "2022-01-05",
            "count": 1
          },
          {
            "date": "2022-01-08",
            "count": 1
          },
          {
            "date": "2022-01-09",
            "count": 1
          },
          {
            "date": "2022-01-12",
            "count": 2
          },
          {
            "date": "2022-01-13",
            "count": 2
          },
          {
            "date": "2022-01-15",
            "count": 1
          },
          {
            "date": "2022-01-18",
            "count": 1
          },
          {
            "date": "2022-01-20",
            "count": 1
          },
          {
            "date": "2022-01-23",
            "count": 1
          },
          {
            "date": "2022-01-27",
            "count": 1
          },
          {
            "date": "2022-01-28",
            "count": 2
          },
          {
            "date": "2022-02-03",
            "count": 1
          },
          {
            "date": "2022-02-04",
            "count": 1
          },
          {
            "date": "2022-02-08",
            "count": 1
          },
          {
            "date": "2022-02-15",
            "count": 1
          },
          {
            "date": "2022-02-16",
            "count": 3
          },
          {
            "date": "2022-02-17",
            "count": 1
          },
          {
            "date": "2022-02-22",
            "count": 2
          },
          {
            "date": "2022-02-24",
            "count": 1
          },
          {
            "date": "2022-02-25",
            "count": 1
          },
          {
            "date": "2022-02-28",
            "count": 1
          },
          {
            "date": "2022-03-03",
            "count": 1
          },
          {
            "date": "2022-03-08",
            "count": 2
          },
          {
            "date": "2022-03-10",
            "count": 1
          },
          {
            "date": "2022-03-12",
            "count": 2
          },
          {
            "date": "2022-03-14",
            "count": 2
          },
          {
            "date": "2022-03-15",
            "count": 1
          },
          {
            "date": "2022-03-16",
            "count": 1
          },
          {
            "date": "2022-03-18",
            "count": 2
          },
          {
            "date": "2022-03-24",
            "count": 1
          },
          {
            "date": "2022-03-29",
            "count": 1
          },
          {
            "date": "2022-04-01",
            "count": 1
          },
          {
            "date": "2022-04-04",
            "count": 1
          },
          {
            "date": "2022-04-06",
            "count": 1
          },
          {
            "date": "2022-04-07",
            "count": 3
          },
          {
            "date": "2022-04-08",
            "count": 1
          },
          {
            "date": "2022-04-17",
            "count": 1
          },
          {
            "date": "2022-04-21",
            "count": 1
          },
          {
            "date": "2022-04-23",
            "count": 1
          },
          {
            "date": "2022-04-24",
            "count": 1
          },
          {
            "date": "2022-04-25",
            "count": 2
          },
          {
            "date": "2022-04-28",
            "count": 1
          },
          {
            "date": "2022-04-29",
            "count": 1
          },
          {
            "date": "2022-05-06",
            "count": 1
          },
          {
            "date": "2022-05-10",
            "count": 1
          },
          {
            "date": "2022-05-12",
            "count": 1
          },
          {
            "date": "2022-05-16",
            "count": 1
          },
          {
            "date": "2022-05-17",
            "count": 2
          },
          {
            "date": "2022-06-03",
            "count": 1
          },
          {
            "date": "2022-06-05",
            "count": 1
          },
          {
            "date": "2022-06-09",
            "count": 1
          },
          {
            "date": "2022-06-17",
            "count": 1
          },
          {
            "date": "2022-06-26",
            "count": 2
          },
          {
            "date": "2022-06-27",
            "count": 1
          },
          {
            "date": "2022-06-28",
            "count": 1
          },
          {
            "date": "2022-07-12",
            "count": 1
          },
          {
            "date": "2022-07-16",
            "count": 1
          },
          {
            "date": "2022-07-17",
            "count": 1
          },
          {
            "date": "2022-07-22",
            "count": 1
          },
          {
            "date": "2022-07-23",
            "count": 1
          },
          {
            "date": "2022-07-28",
            "count": 1
          },
          {
            "date": "2022-08-15",
            "count": 1
          },
          {
            "date": "2022-08-16",
            "count": 2
          },
          {
            "date": "2022-08-17",
            "count": 1
          },
          {
            "date": "2022-08-24",
            "count": 1
          },
          {
            "date": "2022-08-26",
            "count": 1
          },
          {
            "date": "2022-09-01",
            "count": 1
          },
          {
            "date": "2022-09-14",
            "count": 1
          },
          {
            "date": "2022-09-19",
            "count": 1
          },
          {
            "date": "2022-09-20",
            "count": 1
          },
          {
            "date": "2022-09-23",
            "count": 1
          },
          {
            "date": "2022-09-27",
            "count": 1
          },
          {
            "date": "2022-10-06",
            "count": 1
          },
          {
            "date": "2022-10-07",
            "count": 1
          },
          {
            "date": "2022-10-14",
            "count": 1
          },
          {
            "date": "2022-10-20",
            "count": 1
          },
          {
            "date": "2022-10-21",
            "count": 1
          },
          {
            "date": "2022-10-23",
            "count": 1
          },
          {
            "date": "2022-11-05",
            "count": 1
          },
          {
            "date": "2022-11-11",
            "count": 1
          },
          {
            "date": "2022-11-17",
            "count": 2
          },
          {
            "date": "2022-11-22",
            "count": 1
          },
          {
            "date": "2022-11-28",
            "count": 2
          },
          {
            "date": "2022-12-01",
            "count": 3
          },
          {
            "date": "2022-12-02",
            "count": 2
          },
          {
            "date": "2022-12-04",
            "count": 1
          },
          {
            "date": "2022-12-05",
            "count": 2
          },
          {
            "date": "2022-12-06",
            "count": 1
          },
          {
            "date": "2022-12-08",
            "count": 1
          },
          {
            "date": "2022-12-10",
            "count": 1
          },
          {
            "date": "2022-12-11",
            "count": 1
          },
          {
            "date": "2022-12-12",
            "count": 1
          },
          {
            "date": "2022-12-15",
            "count": 2
          },
          {
            "date": "2022-12-21",
            "count": 1
          },
          {
            "date": "2022-12-22",
            "count": 1
          },
          {
            "date": "2022-12-25",
            "count": 1
          },
          {
            "date": "2022-12-26",
            "count": 1
          },
          {
            "date": "2022-12-29",
            "count": 1
          },
          {
            "date": "2023-01-01",
            "count": 1
          },
          {
            "date": "2023-01-02",
            "count": 1
          },
          {
            "date": "2023-01-03",
            "count": 1
          },
          {
            "date": "2023-01-04",
            "count": 1
          },
          {
            "date": "2023-01-05",
            "count": 1
          },
          {
            "date": "2023-01-12",
            "count": 2
          },
          {
            "date": "2023-01-13",
            "count": 1
          },
          {
            "date": "2023-01-14",
            "count": 1
          },
          {
            "date": "2023-01-15",
            "count": 1
          },
          {
            "date": "2023-01-17",
            "count": 2
          },
          {
            "date": "2023-01-19",
            "count": 1
          },
          {
            "date": "2023-01-20",
            "count": 1
          },
          {
            "date": "2023-01-26",
            "count": 1
          },
          {
            "date": "2023-02-05",
            "count": 1
          },
          {
            "date": "2023-02-09",
            "count": 1
          },
          {
            "date": "2023-02-11",
            "count": 1
          },
          {
            "date": "2023-02-13",
            "count": 2
          },
          {
            "date": "2023-02-16",
            "count": 1
          },
          {
            "date": "2023-02-17",
            "count": 1
          },
          {
            "date": "2023-02-19",
            "count": 1
          },
          {
            "date": "2023-02-20",
            "count": 3
          },
          {
            "date": "2023-02-21",
            "count": 2
          },
          {
            "date": "2023-02-22",
            "count": 2
          },
          {
            "date": "2023-02-23",
            "count": 3
          },
          {
            "date": "2023-03-01",
            "count": 1
          },
          {
            "date": "2023-03-07",
            "count": 1
          },
          {
            "date": "2023-03-08",
            "count": 2
          },
          {
            "date": "2023-03-10",
            "count": 1
          },
          {
            "date": "2023-03-11",
            "count": 1
          },
          {
            "date": "2023-03-13",
            "count": 1
          },
          {
            "date": "2023-03-15",
            "count": 2
          },
          {
            "date": "2023-03-17",
            "count": 1
          },
          {
            "date": "2023-03-22",
            "count": 1
          },
          {
            "date": "2023-03-23",
            "count": 1
          },
          {
            "date": "2023-03-30",
            "count": 1
          },
          {
            "date": "2023-04-02",
            "count": 1
          },
          {
            "date": "2023-04-10",
            "count": 2
          },
          {
            "date": "2023-04-20",
            "count": 1
          },
          {
            "date": "2023-04-22",
            "count": 1
          },
          {
            "date": "2023-04-24",
            "count": 1
          },
          {
            "date": "2023-04-30",
            "count": 1
          },
          {
            "date": "2023-05-07",
            "count": 2
          },
          {
            "date": "2023-05-08",
            "count": 1
          },
          {
            "date": "2023-05-09",
            "count": 2
          },
          {
            "date": "2023-05-14",
            "count": 1
          },
          {
            "date": "2023-05-25",
            "count": 2
          },
          {
            "date": "2023-05-27",
            "count": 1
          },
          {
            "date": "2023-06-05",
            "count": 1
          },
          {
            "date": "2023-06-08",
            "count": 1
          },
          {
            "date": "2023-06-13",
            "count": 1
          },
          {
            "date": "2023-06-21",
            "count": 1
          },
          {
            "date": "2023-06-22",
            "count": 1
          },
          {
            "date": "2023-06-26",
            "count": 1
          },
          {
            "date": "2023-07-04",
            "count": 1
          },
          {
            "date": "2023-07-05",
            "count": 1
          },
          {
            "date": "2023-07-20",
            "count": 1
          },
          {
            "date": "2023-07-31",
            "count": 1
          },
          {
            "date": "2023-08-03",
            "count": 1
          },
          {
            "date": "2023-08-07",
            "count": 1
          },
          {
            "date": "2023-08-11",
            "count": 2
          },
          {
            "date": "2023-08-13",
            "count": 1
          },
          {
            "date": "2023-08-19",
            "count": 1
          },
          {
            "date": "2023-08-20",
            "count": 1
          },
          {
            "date": "2023-08-27",
            "count": 1
          },
          {
            "date": "2023-08-28",
            "count": 1
          },
          {
            "date": "2023-08-29",
            "count": 1
          },
          {
            "date": "2023-09-02",
            "count": 1
          },
          {
            "date": "2023-09-03",
            "count": 1
          },
          {
            "date": "2023-09-08",
            "count": 2
          },
          {
            "date": "2023-09-27",
            "count": 1
          },
          {
            "date": "2023-09-28",
            "count": 2
          },
          {
            "date": "2023-09-29",
            "count": 1
          },
          {
            "date": "2023-10-15",
            "count": 2
          },
          {
            "date": "2023-10-16",
            "count": 1
          },
          {
            "date": "2023-10-23",
            "count": 1
          },
          {
            "date": "2023-10-27",
            "count": 1
          },
          {
            "date": "2023-11-02",
            "count": 1
          },
          {
            "date": "2023-11-04",
            "count": 1
          },
          {
            "date": "2023-11-05",
            "count": 1
          },
          {
            "date": "2023-11-13",
            "count": 2
          },
          {
            "date": "2023-11-16",
            "count": 1
          },
          {
            "date": "2023-11-24",
            "count": 2
          },
          {
            "date": "2023-12-05",
            "count": 1
          },
          {
            "date": "2023-12-06",
            "count": 1
          },
          {
            "date": "2023-12-07",
            "count": 2
          },
          {
            "date": "2023-12-09",
            "count": 2
          },
          {
            "date": "2023-12-13",
            "count": 1
          },
          {
            "date": "2023-12-16",
            "count": 1
          },
          {
            "date": "2023-12-23",
            "count": 1
          },
          {
            "date": "2023-12-24",
            "count": 1
          },
          {
            "date": "2023-12-27",
            "count": 1
          },
          {
            "date": "2024-01-09",
            "count": 1
          },
          {
            "date": "2024-01-16",
            "count": 1
          },
          {
            "date": "2024-01-28",
            "count": 1
          },
          {
            "date": "2024-01-31",
            "count": 1
          },
          {
            "date": "2024-02-12",
            "count": 1
          },
          {
            "date": "2024-02-15",
            "count": 1
          },
          {
            "date": "2024-02-18",
            "count": 1
          },
          {
            "date": "2024-02-19",
            "count": 1
          },
          {
            "date": "2024-02-24",
            "count": 1
          },
          {
            "date": "2024-02-27",
            "count": 1
          },
          {
            "date": "2024-03-04",
            "count": 1
          },
          {
            "date": "2024-03-05",
            "count": 1
          },
          {
            "date": "2024-03-11",
            "count": 2
          },
          {
            "date": "2024-03-13",
            "count": 1
          },
          {
            "date": "2024-03-14",
            "count": 1
          },
          {
            "date": "2024-03-15",
            "count": 1
          },
          {
            "date": "2024-03-19",
            "count": 1
          },
          {
            "date": "2024-03-22",
            "count": 1
          },
          {
            "date": "2024-03-25",
            "count": 1
          },
          {
            "date": "2024-03-28",
            "count": 1
          },
          {
            "date": "2024-03-30",
            "count": 1
          },
          {
            "date": "2024-03-31",
            "count": 1
          },
          {
            "date": "2024-04-06",
            "count": 1
          },
          {
            "date": "2024-04-08",
            "count": 1
          },
          {
            "date": "2024-04-11",
            "count": 1
          },
          {
            "date": "2024-04-13",
            "count": 1
          },
          {
            "date": "2024-04-15",
            "count": 1
          },
          {
            "date": "2024-04-16",
            "count": 1
          },
          {
            "date": "2024-04-18",
            "count": 2
          },
          {
            "date": "2024-04-21",
            "count": 1
          },
          {
            "date": "2024-04-25",
            "count": 1
          },
          {
            "date": "2024-05-01",
            "count": 1
          },
          {
            "date": "2024-05-02",
            "count": 1
          },
          {
            "date": "2024-05-13",
            "count": 2
          },
          {
            "date": "2024-05-14",
            "count": 1
          },
          {
            "date": "2024-05-22",
            "count": 1
          },
          {
            "date": "2024-05-24",
            "count": 1
          },
          {
            "date": "2024-06-09",
            "count": 1
          },
          {
            "date": "2024-06-11",
            "count": 1
          },
          {
            "date": "2024-06-28",
            "count": 2
          },
          {
            "date": "2024-07-02",
            "count": 1
          },
          {
            "date": "2024-07-07",
            "count": 1
          },
          {
            "date": "2024-07-08",
            "count": 1
          },
          {
            "date": "2024-07-12",
            "count": 1
          },
          {
            "date": "2024-07-30",
            "count": 2
          },
          {
            "date": "2024-08-02",
            "count": 2
          },
          {
            "date": "2024-08-06",
            "count": 1
          },
          {
            "date": "2024-08-07",
            "count": 1
          },
          {
            "date": "2024-08-08",
            "count": 1
          },
          {
            "date": "2024-08-13",
            "count": 1
          },
          {
            "date": "2024-08-14",
            "count": 1
          },
          {
            "date": "2024-08-15",
            "count": 1
          },
          {
            "date": "2024-08-21",
            "count": 1
          },
          {
            "date": "2024-08-22",
            "count": 1
          },
          {
            "date": "2024-08-29",
            "count": 1
          },
          {
            "date": "2024-08-30",
            "count": 1
          },
          {
            "date": "2024-09-01",
            "count": 1
          },
          {
            "date": "2024-09-03",
            "count": 1
          },
          {
            "date": "2024-09-05",
            "count": 1
          },
          {
            "date": "2024-09-09",
            "count": 1
          },
          {
            "date": "2024-09-12",
            "count": 1
          },
          {
            "date": "2024-09-13",
            "count": 1
          },
          {
            "date": "2024-09-16",
            "count": 1
          },
          {
            "date": "2024-09-17",
            "count": 1
          },
          {
            "date": "2024-09-24",
            "count": 1
          },
          {
            "date": "2024-09-25",
            "count": 1
          },
          {
            "date": "2024-09-26",
            "count": 1
          },
          {
            "date": "2024-09-29",
            "count": 1
          },
          {
            "date": "2024-10-02",
            "count": 1
          },
          {
            "date": "2024-10-03",
            "count": 1
          },
          {
            "date": "2024-10-04",
            "count": 1
          },
          {
            "date": "2024-10-05",
            "count": 1
          },
          {
            "date": "2024-10-12",
            "count": 2
          },
          {
            "date": "2024-10-18",
            "count": 1
          },
          {
            "date": "2024-10-28",
            "count": 1
          },
          {
            "date": "2024-11-20",
            "count": 1
          },
          {
            "date": "2024-11-22",
            "count": 1
          },
          {
            "date": "2024-11-24",
            "count": 1
          },
          {
            "date": "2024-11-28",
            "count": 1
          },
          {
            "date": "2024-12-03",
            "count": 1
          },
          {
            "date": "2024-12-11",
            "count": 1
          },
          {
            "date": "2024-12-18",
            "count": 1
          },
          {
            "date": "2024-12-20",
            "count": 1
          },
          {
            "date": "2024-12-26",
            "count": 1
          },
          {
            "date": "2024-12-28",
            "count": 1
          },
          {
            "date": "2024-12-30",
            "count": 1
          },
          {
            "date": "2025-01-02",
            "count": 2
          },
          {
            "date": "2025-01-05",
            "count": 1
          },
          {
            "date": "2025-01-09",
            "count": 1
          },
          {
            "date": "2025-01-30",
            "count": 1
          },
          {
            "date": "2025-02-02",
            "count": 1
          },
          {
            "date": "2025-02-04",
            "count": 1
          },
          {
            "date": "2025-02-06",
            "count": 1
          },
          {
            "date": "2025-02-11",
            "count": 1
          },
          {
            "date": "2025-02-12",
            "count": 1
          },
          {
            "date": "2025-02-13",
            "count": 1
          },
          {
            "date": "2025-02-15",
            "count": 1
          },
          {
            "date": "2025-02-18",
            "count": 1
          },
          {
            "date": "2025-02-19",
            "count": 1
          },
          {
            "date": "2025-02-23",
            "count": 1
          },
          {
            "date": "2025-02-25",
            "count": 1
          },
          {
            "date": "2025-03-05",
            "count": 1
          },
          {
            "date": "2025-03-06",
            "count": 1
          },
          {
            "date": "2025-03-07",
            "count": 1
          },
          {
            "date": "2025-03-09",
            "count": 1
          },
          {
            "date": "2025-03-12",
            "count": 2
          },
          {
            "date": "2025-03-14",
            "count": 1
          },
          {
            "date": "2025-03-19",
            "count": 1
          },
          {
            "date": "2025-03-20",
            "count": 1
          },
          {
            "date": "2025-03-21",
            "count": 1
          },
          {
            "date": "2025-03-22",
            "count": 1
          },
          {
            "date": "2025-03-23",
            "count": 2
          },
          {
            "date": "2025-03-25",
            "count": 1
          },
          {
            "date": "2025-03-30",
            "count": 1
          },
          {
            "date": "2025-04-01",
            "count": 1
          },
          {
            "date": "2025-04-06",
            "count": 1
          },
          {
            "date": "2025-04-15",
            "count": 1
          },
          {
            "date": "2025-04-17",
            "count": 1
          },
          {
            "date": "2025-04-21",
            "count": 1
          },
          {
            "date": "2025-04-28",
            "count": 1
          },
          {
            "date": "2025-05-06",
            "count": 1
          },
          {
            "date": "2025-05-13",
            "count": 1
          },
          {
            "date": "2025-05-14",
            "count": 1
          },
          {
            "date": "2025-05-15",
            "count": 1
          },
          {
            "date": "2025-05-16",
            "count": 4
          },
          {
            "date": "2025-05-20",
            "count": 2
          },
          {
            "date": "2025-05-21",
            "count": 1
          },
          {
            "date": "2025-05-28",
            "count": 1
          },
          {
            "date": "2025-06-02",
            "count": 1
          },
          {
            "date": "2025-06-04",
            "count": 2
          },
          {
            "date": "2025-06-05",
            "count": 1
          },
          {
            "date": "2025-06-11",
            "count": 1
          },
          {
            "date": "2025-06-14",
            "count": 1
          },
          {
            "date": "2025-06-15",
            "count": 1
          },
          {
            "date": "2025-06-20",
            "count": 1
          },
          {
            "date": "2025-06-25",
            "count": 1
          },
          {
            "date": "2025-06-30",
            "count": 1
          },
          {
            "date": "2025-07-07",
            "count": 1
          },
          {
            "date": "2025-07-09",
            "count": 2
          },
          {
            "date": "2025-07-19",
            "count": 1
          },
          {
            "date": "2025-07-24",
            "count": 1
          },
          {
            "date": "2025-07-25",
            "count": 1
          },
          {
            "date": "2025-07-26",
            "count": 1
          },
          {
            "date": "2025-07-28",
            "count": 1
          },
          {
            "date": "2025-08-05",
            "count": 1
          },
          {
            "date": "2025-08-07",
            "count": 1
          },
          {
            "date": "2025-08-08",
            "count": 1
          },
          {
            "date": "2025-08-10",
            "count": 1
          },
          {
            "date": "2025-08-12",
            "count": 1
          },
          {
            "date": "2025-08-17",
            "count": 1
          },
          {
            "date": "2025-08-19",
            "count": 1
          },
          {
            "date": "2025-08-20",
            "count": 1
          },
          {
            "date": "2025-08-24",
            "count": 2
          },
          {
            "date": "2025-08-25",
            "count": 1
          },
          {
            "date": "2025-08-26",
            "count": 2
          },
          {
            "date": "2025-08-28",
            "count": 1
          },
          {
            "date": "2025-09-05",
            "count": 1
          },
          {
            "date": "2025-09-06",
            "count": 1
          },
          {
            "date": "2025-09-07",
            "count": 1
          },
          {
            "date": "2025-09-15",
            "count": 1
          },
          {
            "date": "2025-09-20",
            "count": 1
          },
          {
            "date": "2025-09-21",
            "count": 1
          },
          {
            "date": "2025-09-24",
            "count": 1
          },
          {
            "date": "2025-09-25",
            "count": 1
          },
          {
            "date": "2025-09-27",
            "count": 2
          },
          {
            "date": "2025-10-03",
            "count": 2
          },
          {
            "date": "2025-10-07",
            "count": 1
          },
          {
            "date": "2025-10-09",
            "count": 1
          },
          {
            "date": "2025-10-10",
            "count": 1
          },
          {
            "date": "2025-10-19",
            "count": 1
          },
          {
            "date": "2025-10-29",
            "count": 1
          },
          {
            "date": "2025-10-30",
            "count": 2
          },
          {
            "date": "2025-10-31",
            "count": 1
          },
          {
            "date": "2025-11-07",
            "count": 1
          },
          {
            "date": "2025-11-09",
            "count": 2
          },
          {
            "date": "2025-11-11",
            "count": 1
          },
          {
            "date": "2025-11-13",
            "count": 1
          },
          {
            "date": "2025-11-14",
            "count": 2
          },
          {
            "date": "2025-11-16",
            "count": 1
          },
          {
            "date": "2025-11-17",
            "count": 1
          },
          {
            "date": "2025-11-18",
            "count": 2
          },
          {
            "date": "2025-11-22",
            "count": 1
          },
          {
            "date": "2025-11-23",
            "count": 1
          },
          {
            "date": "2025-11-24",
            "count": 2
          },
          {
            "date": "2025-11-25",
            "count": 1
          },
          {
            "date": "2025-11-26",
            "count": 1
          },
          {
            "date": "2025-11-28",
            "count": 1
          },
          {
            "date": "2025-12-02",
            "count": 1
          },
          {
            "date": "2025-12-04",
            "count": 1
          },
          {
            "date": "2025-12-05",
            "count": 1
          },
          {
            "date": "2025-12-09",
            "count": 2
          },
          {
            "date": "2025-12-12",
            "count": 1
          },
          {
            "date": "2025-12-13",
            "count": 2
          },
          {
            "date": "2025-12-14",
            "count": 1
          },
          {
            "date": "2025-12-16",
            "count": 1
          },
          {
            "date": "2025-12-18",
            "count": 2
          },
          {
            "date": "2025-12-21",
            "count": 1
          },
          {
            "date": "2025-12-23",
            "count": 1
          },
          {
            "date": "2025-12-24",
            "count": 1
          },
          {
            "date": "2025-12-29",
            "count": 1
          },
          {
            "date": "2025-12-30",
            "count": 2
          },
          {
            "date": "2026-01-05",
            "count": 2
          },
          {
            "date": "2026-01-08",
            "count": 1
          },
          {
            "date": "2026-01-09",
            "count": 1
          },
          {
            "date": "2026-01-10",
            "count": 1
          },
          {
            "date": "2026-01-11",
            "count": 1
          },
          {
            "date": "2026-01-14",
            "count": 1
          },
          {
            "date": "2026-01-15",
            "count": 1
          },
          {
            "date": "2026-01-21",
            "count": 1
          },
          {
            "date": "2026-01-22",
            "count": 3
          },
          {
            "date": "2026-01-23",
            "count": 1
          },
          {
            "date": "2026-01-26",
            "count": 2
          },
          {
            "date": "2026-01-28",
            "count": 1
          },
          {
            "date": "2026-02-04",
            "count": 2
          },
          {
            "date": "2026-02-06",
            "count": 2
          },
          {
            "date": "2026-02-07",
            "count": 1
          },
          {
            "date": "2026-02-12",
            "count": 1
          },
          {
            "date": "2026-02-13",
            "count": 1
          },
          {
            "date": "2026-02-15",
            "count": 1
          },
          {
            "date": "2026-02-16",
            "count": 1
          },
          {
            "date": "2026-02-22",
            "count": 1
          },
          {
            "date": "2026-02-25",
            "count": 1
          },
          {
            "date": "2026-02-28",
            "count": 2
          },
          {
            "date": "2026-03-02",
            "count": 1
          },
          {
            "date": "2026-03-03",
            "count": 1
          },
          {
            "date": "2026-03-10",
            "count": 1
          },
          {
            "date": "2026-03-12",
            "count": 1
          },
          {
            "date": "2026-03-16",
            "count": 2
          },
          {
            "date": "2026-03-17",
            "count": 1
          },
          {
            "date": "2026-03-18",
            "count": 2
          },
          {
            "date": "2026-03-19",
            "count": 4
          },
          {
            "date": "2026-03-21",
            "count": 2
          },
          {
            "date": "2026-03-22",
            "count": 1
          },
          {
            "date": "2026-03-23",
            "count": 1
          },
          {
            "date": "2026-03-24",
            "count": 1
          },
          {
            "date": "2026-03-25",
            "count": 1
          },
          {
            "date": "2026-03-28",
            "count": 1
          },
          {
            "date": "2026-03-29",
            "count": 2
          },
          {
            "date": "2026-03-30",
            "count": 2
          },
          {
            "date": "2026-03-31",
            "count": 1
          },
          {
            "date": "2026-04-01",
            "count": 1
          },
          {
            "date": "2026-04-02",
            "count": 2
          },
          {
            "date": "2026-04-06",
            "count": 1
          },
          {
            "date": "2026-04-12",
            "count": 3
          },
          {
            "date": "2026-04-13",
            "count": 1
          },
          {
            "date": "2026-04-17",
            "count": 1
          },
          {
            "date": "2026-04-19",
            "count": 1
          },
          {
            "date": "2026-04-20",
            "count": 1
          },
          {
            "date": "2026-04-24",
            "count": 1
          },
          {
            "date": "2026-04-25",
            "count": 2
          },
          {
            "date": "2026-04-26",
            "count": 1
          },
          {
            "date": "2026-04-27",
            "count": 1
          },
          {
            "date": "2026-04-28",
            "count": 1
          },
          {
            "date": "2026-04-29",
            "count": 1
          },
          {
            "date": "2026-05-02",
            "count": 1
          },
          {
            "date": "2026-05-03",
            "count": 1
          },
          {
            "date": "2026-05-10",
            "count": 1
          },
          {
            "date": "2026-05-13",
            "count": 2
          },
          {
            "date": "2026-05-15",
            "count": 1
          },
          {
            "date": "2026-05-19",
            "count": 2
          },
          {
            "date": "2026-05-20",
            "count": 1
          },
          {
            "date": "2026-05-21",
            "count": 1
          },
          {
            "date": "2026-05-23",
            "count": 1
          },
          {
            "date": "2026-05-27",
            "count": 1
          },
          {
            "date": "2026-06-01",
            "count": 2
          },
          {
            "date": "2026-06-04",
            "count": 1
          },
          {
            "date": "2026-06-06",
            "count": 1
          },
          {
            "date": "2026-06-07",
            "count": 1
          },
          {
            "date": "2026-06-09",
            "count": 1
          },
          {
            "date": "2026-06-11",
            "count": 1
          },
          {
            "date": "2026-06-12",
            "count": 1
          },
          {
            "date": "2026-06-13",
            "count": 2
          },
          {
            "date": "2026-06-16",
            "count": 1
          },
          {
            "date": "2026-06-22",
            "count": 1
          },
          {
            "date": "2026-06-23",
            "count": 2
          },
          {
            "date": "2026-06-28",
            "count": 1
          },
          {
            "date": "2026-07-05",
            "count": 2
          },
          {
            "date": "2026-07-08",
            "count": 1
          },
          {
            "date": "2026-07-09",
            "count": 2
          },
          {
            "date": "2026-07-10",
            "count": 1
          },
          {
            "date": "2026-07-16",
            "count": 3
          },
          {
            "date": "2026-07-17",
            "count": 1
          },
          {
            "date": "2026-07-18",
            "count": 2
          },
          {
            "date": "2026-07-19",
            "count": 1
          },
          {
            "date": "2026-07-24",
            "count": 1
          },
          {
            "date": "2026-07-26",
            "count": 1
          }
        ],
        "complete": false,
        "collected": 1000,
        "total_forks": 1161
      },
      "star_history": null,
      "open_issues_and_prs": 44
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples",
        "notebooks"
      ],
      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "docs/Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [
        "open_spiel/rust/Cargo.toml"
      ],
      "largest_source_bytes": 148547,
      "source_files_sampled": 1436,
      "oversized_source_files": 6,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "docs/requirements.readthedocs.txt",
        "pyproject.toml",
        "requirements.txt",
        "setup.py"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 6,
        "malicious_count": 0,
        "assessed_package": "pypi:open_spiel@2.0.1",
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "absl-py",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.10.0"
        },
        {
          "name": "attrs",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=19.3.0"
        },
        {
          "name": "numpy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.21.5"
        },
        {
          "name": "scipy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.10.1"
        },
        {
          "name": "ml-collections",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.1.1"
        },
        {
          "name": "libc",
          "manifest": "open_spiel/rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.2"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "libc",
            "direct": true,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "absl-py",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "ml-collections",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "cc",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "pkg-config",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "cmake",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "distrax",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "dm-haiku",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "jax",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "markdown",
            "direct": false,
            "version": "3.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "open-spiel",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "optax",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pip",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "recommonmark",
            "direct": false,
            "version": "0.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "rlax",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx",
            "direct": false,
            "version": "5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-markdown-tables",
            "direct": false,
            "version": "0.0.17",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-rtd-theme",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wandb",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 23,
        "direct_count": 6,
        "indirect_count": 17
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 22,
        "merged_prs": 660,
        "open_issues": 22,
        "closed_ratio": 0.966,
        "closed_issues": 620,
        "closed_unmerged_prs": 216
      },
      "bus_factor": 5,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "lanctot",
          "commits": 1588,
          "avatar_url": "https://avatars.githubusercontent.com/u/3929263?v=4"
        },
        {
          "type": "User",
          "login": "michalsustr",
          "commits": 209,
          "avatar_url": "https://avatars.githubusercontent.com/u/1756494?v=4"
        },
        {
          "type": "User",
          "login": "jhtschultz",
          "commits": 136,
          "avatar_url": "https://avatars.githubusercontent.com/u/39270229?v=4"
        },
        {
          "type": "User",
          "login": "rezunli96",
          "commits": 132,
          "avatar_url": "https://avatars.githubusercontent.com/u/29717251?v=4"
        },
        {
          "type": "User",
          "login": "alexunderch",
          "commits": 121,
          "avatar_url": "https://avatars.githubusercontent.com/u/73017461?v=4"
        },
        {
          "type": "User",
          "login": "Jazeem",
          "commits": 118,
          "avatar_url": "https://avatars.githubusercontent.com/u/7645229?v=4"
        },
        {
          "type": "User",
          "login": "TheoCabannes",
          "commits": 114,
          "avatar_url": "https://avatars.githubusercontent.com/u/23631115?v=4"
        },
        {
          "type": "User",
          "login": "elkhrt",
          "commits": 110,
          "avatar_url": "https://avatars.githubusercontent.com/u/29384652?v=4"
        },
        {
          "type": "User",
          "login": "findmyway",
          "commits": 89,
          "avatar_url": "https://avatars.githubusercontent.com/u/5612003?v=4"
        },
        {
          "type": "User",
          "login": "gabrfarina",
          "commits": 77,
          "avatar_url": "https://avatars.githubusercontent.com/u/737249?v=4"
        }
      ],
      "contributors_sampled": 100,
      "top_contributor_share": 0.378
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "actions.yml",
        "wheels.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "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": null,
            "reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "11 out of 11 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": 8,
            "reason": "Found 20/24 approved changesets -- score normalized to 8",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 22 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 9 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": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 4,
            "reason": "SAST tool is not run on all commits -- score normalized to 4",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "112b77704631fc2ce7ad8e4581f6ca09798ce15a",
        "ran_at": "2026-07-26T09:41:31Z",
        "aggregate_score": 6.5,
        "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": "2026-07-25T20:46:37Z",
      "oldest_open_prs": [
        {
          "number": 997,
          "created_at": "2023-01-18T09:29:02Z",
          "last_comment_at": "2023-01-18T09:58:08Z",
          "last_comment_author": "giogix2"
        },
        {
          "number": 1071,
          "created_at": "2023-05-19T10:03:12Z",
          "last_comment_at": "2026-07-08T17:57:01Z",
          "last_comment_author": "lanctot"
        },
        {
          "number": 1404,
          "created_at": "2025-12-05T20:14:31Z",
          "last_comment_at": "2026-04-20T18:26:08Z",
          "last_comment_author": "l-ouis"
        },
        {
          "number": 1456,
          "created_at": "2026-01-23T18:24:36Z",
          "last_comment_at": "2026-01-25T09:49:05Z",
          "last_comment_author": "amyssnippet"
        },
        {
          "number": 1516,
          "created_at": "2026-04-02T10:08:48Z",
          "last_comment_at": "2026-07-08T17:37:14Z",
          "last_comment_author": "lanctot"
        },
        {
          "number": 1519,
          "created_at": "2026-04-10T15:02:07Z",
          "last_comment_at": "2026-07-08T17:41:45Z",
          "last_comment_author": "lanctot"
        },
        {
          "number": 1526,
          "created_at": "2026-04-29T23:34:06Z",
          "last_comment_at": "2026-07-17T14:09:12Z",
          "last_comment_author": "alexunderch"
        },
        {
          "number": 1530,
          "created_at": "2026-05-01T10:36:31Z",
          "last_comment_at": "2026-06-20T13:47:21Z",
          "last_comment_author": "fumin"
        },
        {
          "number": 1537,
          "created_at": "2026-05-04T16:04:58Z",
          "last_comment_at": "2026-07-17T14:12:17Z",
          "last_comment_author": "alexunderch"
        },
        {
          "number": 1550,
          "created_at": "2026-05-30T09:21:39Z",
          "last_comment_at": "2026-07-14T13:28:08Z",
          "last_comment_author": "shivansh023023"
        },
        {
          "number": 1553,
          "created_at": "2026-06-09T08:38:00Z",
          "last_comment_at": "2026-07-11T16:12:00Z",
          "last_comment_author": "lanctot"
        },
        {
          "number": 1557,
          "created_at": "2026-06-13T02:01:43Z",
          "last_comment_at": "2026-06-20T12:52:44Z",
          "last_comment_author": "lanctot"
        },
        {
          "number": 1560,
          "created_at": "2026-06-24T15:35:25Z",
          "last_comment_at": "2026-07-02T20:24:42Z",
          "last_comment_author": "Popret"
        },
        {
          "number": 1562,
          "created_at": "2026-07-09T12:05:01Z",
          "last_comment_at": "2026-07-11T13:32:18Z",
          "last_comment_author": "lanctot"
        },
        {
          "number": 1569,
          "created_at": "2026-07-17T21:34:25Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1570,
          "created_at": "2026-07-17T22:45:56Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1571,
          "created_at": "2026-07-19T09:27:01Z",
          "last_comment_at": "2026-07-19T19:59:22Z",
          "last_comment_author": "jaisinha77777"
        },
        {
          "number": 1572,
          "created_at": "2026-07-19T10:11:47Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1573,
          "created_at": "2026-07-19T12:33:56Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1576,
          "created_at": "2026-07-24T09:54:05Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ],
      "last_merged_pr_at": "2026-07-17T14:14:09Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 770,
          "created_at": "2022-01-22T17:43:14Z",
          "last_comment_at": "2025-04-25T19:13:55Z",
          "last_comment_author": "lanctot"
        },
        {
          "number": 843,
          "created_at": "2022-05-23T10:29:54Z",
          "last_comment_at": "2026-07-19T12:32:30Z",
          "last_comment_author": "jaisinha77777"
        },
        {
          "number": 966,
          "created_at": "2022-11-21T15:08:30Z",
          "last_comment_at": "2022-11-22T17:07:14Z",
          "last_comment_author": "lanctot"
        },
        {
          "number": 1068,
          "created_at": "2023-05-11T22:46:34Z",
          "last_comment_at": "2023-08-29T14:55:12Z",
          "last_comment_author": "elkhrt"
        },
        {
          "number": 1349,
          "created_at": "2025-06-10T00:58:51Z",
          "last_comment_at": "2025-06-12T09:05:21Z",
          "last_comment_author": "alexunderch"
        },
        {
          "number": 1358,
          "created_at": "2025-08-07T02:46:38Z",
          "last_comment_at": "2025-08-11T17:39:50Z",
          "last_comment_author": "lanctot"
        },
        {
          "number": 1431,
          "created_at": "2026-01-04T17:40:03Z",
          "last_comment_at": "2026-07-19T09:26:08Z",
          "last_comment_author": "jaisinha77777"
        },
        {
          "number": 1452,
          "created_at": "2026-01-20T21:00:36Z",
          "last_comment_at": "2026-03-01T02:12:16Z",
          "last_comment_author": "carlosgmartin"
        },
        {
          "number": 1486,
          "created_at": "2026-02-27T09:56:11Z",
          "last_comment_at": "2026-02-28T15:12:24Z",
          "last_comment_author": "abhaygoudannavar"
        },
        {
          "number": 1496,
          "created_at": "2026-03-11T10:54:03Z",
          "last_comment_at": "2026-05-30T13:46:51Z",
          "last_comment_author": "lanctot"
        },
        {
          "number": 1511,
          "created_at": "2026-03-30T13:12:14Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1522,
          "created_at": "2026-04-25T18:44:38Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1531,
          "created_at": "2026-05-01T13:42:43Z",
          "last_comment_at": "2026-05-09T12:15:51Z",
          "last_comment_author": "alexunderch"
        },
        {
          "number": 1548,
          "created_at": "2026-05-23T15:50:37Z",
          "last_comment_at": "2026-05-28T15:03:27Z",
          "last_comment_author": "alexunderch"
        },
        {
          "number": 1554,
          "created_at": "2026-06-10T21:24:54Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1556,
          "created_at": "2026-06-12T14:58:58Z",
          "last_comment_at": "2026-06-13T16:14:38Z",
          "last_comment_author": "lanctot"
        },
        {
          "number": 1559,
          "created_at": "2026-06-20T17:35:25Z",
          "last_comment_at": "2026-07-08T18:06:03Z",
          "last_comment_author": "lanctot"
        },
        {
          "number": 1563,
          "created_at": "2026-07-10T17:41:10Z",
          "last_comment_at": "2026-07-12T02:51:23Z",
          "last_comment_author": "Aarav500"
        },
        {
          "number": 1566,
          "created_at": "2026-07-14T17:59:19Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1575,
          "created_at": "2026-07-23T18:18:51Z",
          "last_comment_at": "2026-07-23T18:21:15Z",
          "last_comment_author": "lanctot"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/google-deepmind/open_spiel",
    "host": "github.com",
    "name": "open_spiel",
    "owner": "google-deepmind"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 82,
      "inputs": {
        "security": 72,
        "vitality": 95,
        "community": 84,
        "governance": 83,
        "engineering": 75
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 95,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
              "commits_last_year": 817,
              "human_commit_share": 1,
              "days_since_last_push": 8,
              "active_weeks_last_year": 49
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 8 days ago",
                "points": 28.8,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 8
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "49/52 weeks with commits",
                "points": 33.9,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 49
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "817 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 817
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 9 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": 30,
              "latest_release_tag": "v2.0.1",
              "releases_from_tags": false,
              "days_since_latest_release": 8,
              "mean_days_between_releases": 30
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "30 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 30
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 8 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 8
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~30 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 30
                    }
                  }
                ],
                "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": 8,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 8 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 8
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
        "value": 84,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "excellent",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 96,
            "inputs": {
              "forks": 1161,
              "stars": 5359,
              "watchers": 106,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "5,359 stars",
                "points": 60,
                "status": "met",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 5359
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "1,161 forks",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 1161
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "106 watchers",
                "points": 11.2,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 106
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "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 (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 83,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "good",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 83,
            "inputs": {
              "bus_factor": 5,
              "contributors_sampled": 100,
              "top_contributor_share": 0.378
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "5 contributor(s) cover half of all commits",
                "points": 45.9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 38% of commits",
                "points": 14,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 38
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 22 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 86,
            "inputs": {
              "merged_prs": 660,
              "open_issues": 22,
              "closed_issues": 620,
              "issue_closed_ratio": 0.966,
              "closed_unmerged_prs": 216
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "97% of issues closed",
                "points": 45.2,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 97
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "660/876 decided PRs merged",
                "points": 28.8,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 660,
                      "decided": 876
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 20/24 approved changesets -- score normalized to 8",
                "points": 12,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "followers": 25725,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "google-deepmind",
              "public_repos": 397,
              "account_age_days": 4348
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "25,725 followers of google-deepmind",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 25725,
                      "login": "google-deepmind"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "397 public repos, account ~11 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 397
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 11
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 75,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "11 out of 11 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "topics": [
                "games",
                "reinforcement-learning",
                "multiagent",
                "cpp",
                "python"
              ],
              "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": "5 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "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": "good",
        "name": "Security",
        "value": 72,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 65,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 6.5
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "11 out of 11 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 20/24 approved changesets -- score normalized to 8",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 22 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 9 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 not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 4",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:open_spiel@2.0.1 runtime dependency closure — what installing the published package pulls in — 6 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:open_spiel@2.0.1",
                  "assessed": 6
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 6,
              "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": 6,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 7
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 57,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.79,
              "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": "79 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 79,
                      "sampled": 100
                    }
                  }
                ],
                "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": true,
              "bootstrap_files": [
                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "open_spiel/rust/Cargo.toml"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/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": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "C++ (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "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": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "C++",
              "largest_source_bytes": 148547,
              "source_files_sampled": 1436,
              "oversized_source_files": 6
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C++ (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "6/1436 source files over 60KB",
                "points": 54.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1436,
                      "oversized": 6
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "pypi package 'open_spiel' points at a different repository (https://github.com/deepmind/open_spiel.git); excluded from ecosystem scoring",
    "pypi package 'open-spiel' points at a different repository (https://github.com/deepmind/open_spiel.git); excluded from ecosystem scoring",
    "Could not fetch crates package 'libopen_spiel-sys' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T09:41:56.844445Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/google-deepmind/open_spiel.svg",
  "full_name": "google-deepmind/open_spiel",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

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

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