Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-27 10:36 UTC

Artui / django-ag-ui

Django ↔ Pydantic-AI ↔ AG-UI integration: an AG-UI agent endpoint with a pluggable tool registry.

PythonMIT★ 2 зірки⑂ 0 форківз черв. 2026 р.Переглянути на GitHub ↗

Artui/django-ag-ui має індекс здоров’я 59 зі 100, що відповідає смузі «Помірний». Найвищий показник — AI Readiness (87/100), найнижчий — Community & Adoption (32/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.

59
загалом / 100
Помірний

Індекс здоров'я програмного забезпечення

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

59
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

ArturОсобистий обліковий запис
12 підписників17 публічних репозиторіївз жовт. 2015 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
PyPIdjango-ag-ui0.23.03 070300 днів томуag-uiagentaidjangollmpydantic-ai

Метрики за категоріями

Життєздатність

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

71Добрий · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
5.5/36Ритм комітів — 8/52 тижнів із комітами
17.1/18Обсяг комітів — 79 комітів за останній рік
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Використані вхідні дані
commits_last_year79
human_commit_share0,951
days_since_last_push0
active_weeks_last_year8
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 30 релізів
36/36Свіжість релізів — останній реліз 0 дн. тому
27/27Ритм релізів — реліз кожні ~1,9 дн.
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Використані вхідні дані
releases_count30
latest_release_tagv0.23.0
releases_from_tagsні
days_since_latest_release0
mean_days_between_releases1,9

Спільнота та впровадження

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

32У зоні ризику · 18% загального індексу
Як обчислюється оцінка
0/60Зірки — 2 зірок
0/25Форки — 0 форків
0/15Спостерігачі — 0 спостерігачів
Використані вхідні дані
forks0
stars2
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingні
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні
Як обчислюється оцінка
46.5/80Щомісячні завантаження — 3 070 завантажень/місяць у pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagesdjango-ag-ui
dependents
ecosystemspypi
total_downloads
monthly_downloads3 070
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.

Сталість та врядування

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

50Помірний · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
0/22.5Розподіл комітів — головний контриб’ютор — автор 100% комітів
1.4/13.5Широта контриб’юторів — 1 контриб’юторів
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Використані вхідні дані
bus_factor1
contributors_sampled1
top_contributor_share1
Як обчислюється оцінка
0/46.8Вирішення issue — немає issue або даних
31.9/38.3Прийняття PR — злито 40/48 вирішених PR
0/15OpenSSF Scorecard: Code-Review — Found 0/25 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs40
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs8
Виключено з оцінювання (немає даних або не застосовно): Вирішення issue. Залишкові ваги перенормовано.

Власність та опіка

49У зоні ризику
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
8/25Охоплення власника — 12 підписників у Artui
21.1/25Послужний список — 17 публічних репозиторіїв, вік облікового запису ~10 р.
Використані вхідні дані
followers12
owner_typeUser
is_verified
owner_loginArtui
public_repos17
account_age_days3 935
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 0 дн. тому
20/20Історія версій — 30 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesdjango-ag-ui
ecosystemspypi
any_deprecatedні
min_days_since_publish0

Інженерна якість

Чи наявні базові інженерні практики та документація?

86Відмінний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 2 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера
9.6/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configтак
Як обчислюється оцінка
30/30README
25/25Каталог документації
0/15Сайт документації / домашня сторінка
10/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics
has_wikiтак
homepage
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

54Помірний · 16% загального індексу

Стан безпеки

43У зоні ризику
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 — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/25 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
2/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
4.5/7.5Vulnerabilities — 4 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4,3
Виключено з оцінювання (немає даних або не застосовно): branch_protection. Залишкові ваги перенормовано.
Як обчислюється оцінка
35/35Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень
0/25Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі
0/40Немає задавнених сповіщень — жодне сповіщення не має дати публікації
Використані вхідні дані
sourceosv
advisories6
affected_packages2
assessed_packages111
unassessed_packages0
affected_by_severityhigh 1, moderate 1
direct_affected_packages0
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень, Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено 111 резолвлених залежностей із OSV. Цей репозиторій не публікує пакета, який резолвить індекс, тож натомість оцінено граф залежностей репозиторію. Цей граф змішує закріплені версії для розробки й тестування зі справді постачаними залежностями, тож оцінюються лише задекларовані runtime-залежності; транзитивні знахідки подаються як контекст і в оцінку не входять. 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.

87Відмінний · 0% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — CLAUDE.md
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 65 з 77 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,844
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes10 297
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — django_ag_ui/py.typed
10/10Відтворюване середовище — lockfile
10/10Підтверджена практика роботи з агентами — 50 з останніх 81 комітів створено агентом або з його зазначенням
8/8Автоматизоване супроводження — 4 з останніх 81 комітів — автоматичні оновлення залежностей
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfilesuv.lock
has_dockerfileні
typed_languageні
bootstrap_filesMakefile
has_devcontainerні
has_linter_configтак
typecheck_configsdjango_ag_ui/py.typed
agent_commit_share0,617
toolchain_manifests
dependency_bot_commit_share0,049
Як обчислюється оцінка
27/45Типізований код — Python з конфігурацією перевірки типів (django_ag_ui/py.typed)
55/55Керовані розміри файлів — 0/83 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes27 928
source_files_sampled83
oversized_source_files0

Ключові факти

2зірок GitHub
1контриб'юторів
79комітів за останні 12 місяців
0днів від останнього пушу
30релізів
1бас-фактор
0відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:django-ag-ui@0.23.0; advisories assessed against the repository dependency graph instead

Докладніше

OpenSSF Scorecard 4.3 / 10
4.3сукупно

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 · 2026-07-27 10:36 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-Tests29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/25 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
4Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
6Vulnerabilities4 existing vulnerabilities detected
Прямі залежності 4
РеєстрПакетОбмеження версіїМаніфест
PyPIdjango>=4.2pyproject.toml
PyPIdjango-pydantic-agent>=0.2,<0.3pyproject.toml
PyPIpydantic-ai-slim>=2,<3pyproject.toml
PyPIag-ui-protocol>=0.1.19,<0.2pyproject.toml
Усі залежності 111

Повний розв'язаний набір залежностей із графа залежностей GitHub: 4 прямих і 107 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
PyPIag-ui-protocol0.1.19пряма
PyPIdjango5.2.16пряма
PyPIdjango-pydantic-agent0.2.0пряма
PyPIpydantic-ai-slim2.6.0пряма
PyPIannotated-types0.7.0непряма
PyPIanthropic0.116.0непряма
PyPIanyio4.13.0непряма
PyPIasgiref3.11.1непряма
PyPIbabel2.18.0непряма
PyPIbackports-asyncio-runner1.2.0непряма
PyPIbackrefs7.0непряма
PyPIcertifi2026.5.20непряма
PyPIcffi2.0.0непряма
PyPIcfgv3.5.0непряма
PyPIcharset-normalizer3.4.7непряма
PyPIclick8.4.1непряма
PyPIcolorama0.4.6непряма
PyPIcoverage7.14.1непряма
PyPIcryptography48.0.1непряма
PyPIdistlib0.4.0непряма
PyPIdistro1.9.0непряма
PyPIdjango-stubs6.0.6непряма
PyPIdjango-stubs-ext6.0.5непряма
PyPIdjangorestframework3.17.1непряма
PyPIdjangorestframework-dataclasses1.4.0непряма
PyPIdjangorestframework-mcp-server0.15.0непряма
PyPIdjangorestframework-pydantic-ai0.8.0непряма
PyPIdjangorestframework-services0.27.0непряма
PyPIdocstring-parser0.18.0непряма
PyPIexceptiongroup1.3.1непряма
PyPIfilelock3.29.0непряма
PyPIflake87.3.0непряма
PyPIflake8-tidy-imports4.12.0непряма
PyPIgenai-prices0.0.70непряма
PyPIghp-import2.1.0непряма
PyPIgoogle-auth2.53.0непряма
PyPIgoogle-genai2.7.0непряма
PyPIgriffelib2.0.2непряма
PyPIh110.16.0непряма
PyPIhttpcore1.0.9непряма
PyPIhttpcore22.2.0непряма
PyPIhttpx0.28.1непряма
PyPIhttpx22.2.0непряма
PyPIidentify2.6.19непряма
PyPIidna3.17непряма
PyPIimportlib-metadata8.7.1непряма
PyPIiniconfig2.3.0непряма
PyPIjinja23.1.6непряма
PyPIjiter0.15.0непряма
PyPIlogfire-api4.34.0непряма
PyPImarkdown3.10.2непряма
PyPImarkupsafe3.0.3непряма
PyPImccabe0.7.0непряма
PyPImergedeep1.3.4непряма
PyPImkdocs1.6.1непряма
PyPImkdocs-autorefs1.4.4непряма
PyPImkdocs-get-deps0.2.2непряма
PyPImkdocs-material9.7.6непряма
PyPImkdocs-material-extensions1.3.1непряма
PyPImkdocstrings1.0.4непряма
PyPImkdocstrings-python2.0.3непряма
PyPInodeenv1.10.0непряма
PyPIopenai2.38.0непряма
PyPIopentelemetry-api1.39.1непряма
PyPIpackaging25.0непряма
PyPIpaginate0.5.7непряма
PyPIpathspec1.1.1непряма
PyPIplatformdirs4.10.0непряма
PyPIpluggy1.6.0непряма
PyPIpre-commit4.6.0непряма
PyPIpyasn10.6.3непряма
PyPIpyasn1-modules0.4.2непряма
PyPIpycodestyle2.14.0непряма
PyPIpycparser3.0непряма
PyPIpydantic2.13.4непряма
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Сповіщення про залежності 2

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 111 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 2 мають відомі сповіщення, з них 0 прямі.

ПакетВерсіяЗв'язокКритичністьСповіщеньВиправлено в
pyasn10.6.3непрямависока50.6.4
pymdown-extensions10.21.3непрямапомірна111.0.0

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

Звіт у форматі JSON машиночитний
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          "body": "Bumps the actions group with 2 updates in the / directory: [actions/checkout](https://github.com/actions/checkout) and [actions/upload-artifact](https://github.com/actions/upload-artifact).\n\n\nUpdates `actions/checkout` from 5 to 7\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Ch\n[…]\n-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Artur <artur8118@gmail.com>",
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          "body": "Bumps [cryptography](https://github.com/pyca/cryptography) from 48.0.0 to 48.0.1.\n- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pyca/cryptography/compare/48.0.0...48.0.1)\n\n---\nupdated-dependencies:\n- dependency-name: cryptography\n  depende\n[…]\n-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Artur <artur8118@gmail.com>",
          "is_bot": true,
          "headline": "Bump cryptography from 48.0.0 to 48.0.1 (#14)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
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          "body": "Bumps [starlette](https://github.com/Kludex/starlette) from 1.2.1 to 1.3.1.\n- [Release notes](https://github.com/Kludex/starlette/releases)\n- [Changelog](https://github.com/Kludex/starlette/blob/main/docs/release-notes.md)\n- [Commits](https://github.com/Kludex/starlette/compare/1.2.1...1.3.1)\n\n---\nu\n[…]\n-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Artur <artur8118@gmail.com>",
          "is_bot": true,
          "headline": "Bump starlette from 1.2.1 to 1.3.1 (#13)",
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          "author_login": "dependabot[bot]",
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          "body": "Bumps the python group with 7 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [django](https://github.com/django/django) | `5.2.14` | `5.2.16` |\n| [djangorestframework-mcp-server](https://github.com/Artui/djangorestframework-mcp-server) | `0.10.0` | `0.10.1` |\n| [djangores\n[…]\nype: version-update:semver-patch\n  dependency-group: python\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the python group across 1 directory with 7 updates (#29)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-08T13:11:54Z",
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          "body": "* Add AGUIServer with namespaced .urls; drop get_urls\n\nReplace the free get_urls(view, ...) factory with a single instance-configured\nAGUIServer object exposing a namespaced .urls — the django.contrib.admin\nsite.urls idiom, mirroring drf-mcp's MCPServer (MOUNT, step 1 of the\nupstream-first rollout).\n[…]\n\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n* Release 0.12.0\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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          "headline": "Add AGUIServer with namespaced .urls; drop get_urls (0.12.0) (#30)",
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          "body": "* Prepare 0.11.1: adopt PAI 0.2 rename + widen drf-mcp/PAI pins\n\n* Release 0.11.1",
          "is_bot": false,
          "headline": "Release 0.11.1 (#28)",
          "author_name": "Artur",
          "author_login": "Artui",
          "committed_at": "2026-07-03T10:34:06Z",
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          "oid": "d864125f15076a7ffc1c19d27dadc839927923b3",
          "body": "…ename guard hook (#27)\n\nRemove internal plan-tracking codes (AGH-*, PAI-*, ASYNC-*, ERR-*, DUP-*,\nPROTO-*, SEC-*, VER-*, THINK-*, GATE-*) from public repo content — the\nCHANGELOG, CLAUDE.md, two source-file comments, and several test comments.\n\nDocs/metadata only: descriptive text is preserved, no \n[…]\n(or a \"Phase N\" / \"Wave N\" label) reappears in tracked\ntext, so the scrub stays enforced.\n\nTests still pass at 100% coverage; lint/types clean.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: remove internal plan-step labels from public content + add cod…",
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          "author_login": "Artui",
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          "body": "* AGH: server robustness & perf (input caps, collision guard, perf batch)\n\nAGH-1 — input caps + thread-index limit + cheap existence probe. PATCH title\ntruncated to the model's 255 limit; new THREAD_LIST_LIMIT (default 200) + ?limit\n(ConversationStore.list gains limit=); ConversationStore.exists() a\n[…]\n\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n* Release 0.11.0\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "AGH: server robustness & perf hardening (0.11.0) (#25)",
          "author_name": "Artur",
          "author_login": "Artui",
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          "oid": "80d6efe13cd420dbad121fbf52855eeaf1ed0f1b",
          "body": "…ket-sharing + Release 0.10.0 (#23)\n\n* Add an authorize=/403 view seam and refuse anonymous store bucket-sharing (AUTHZ-4)\n\nTwo view-layer authorization gaps from the 2026-07-01 review.\n\nAuth seam: every mounted view (DjangoAGUIView, ToolsView, SkillsView,\nThreadsView, AttachmentsView, TranscribeVie\n[…]\n docstring documents the PATCH rename route + the caveat.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n* Release 0.10.0\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "AUTHZ-4: view auth seam (authorize=/403) + refuse anonymous store buc…",
          "author_name": "Artur",
          "author_login": "Artui",
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          "oid": "40b3595269d3557deb9ab6192ba39942b1203e26",
          "body": "…9.0 (#22)\n\n* Add SERVICE_SPECS — drf-services specs as agent tools without an MCP hop (PAI-2)\n\nPoint DJANGO_AG_UI[\"SERVICE_SPECS\"] at a name->spec mapping and the agent calls\nthe specs in-process via djangorestframework-pydantic-ai's SpecToolset, through\ndrf-services' transport-neutral surface (dis\n[…]\n.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n* Release 0.9.0\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Expose drf-services specs as agent tools with no MCP hop (PAI-2) — 0.…",
          "author_name": "Artur",
          "author_login": "Artui",
          "committed_at": "2026-06-30T15:02:01Z",
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          "oid": "ff28128fdfd2a7151884b3728ab3fa224b43eeba",
          "body": "…ary doc (#21)\n\nCI-1: a contract test pinning the canonical 33 AG-UI event types (asserted\nagainst ag_ui.core.EventType), so a dependency bump that adds/removes/renames\nan event fails CI. The same list is asserted in ag-ui-web-component and\ndocumented in the ecosystem architecture.md.\n\nAlso correct \n[…]\nerver-side @tool / drf-mcp tools run mid-stream and the\nx-destructive flag reaches only the LLM (open GATE-1). Test/doc only — no\nversion bump.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add AG-UI event-set contract test (CI-1) + correct the security-bound…",
          "author_name": "Artur",
          "author_login": "Artui",
          "committed_at": "2026-06-30T14:41:22Z",
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          "oid": "216a3bbff56d98e1ce376a5e2cc230a95f2b2c32",
          "body": "…/THINK-1) — 0.8.0 (#20)\n\n* Add voice input (transcription) and model-reasoning forwarding (VOICE-1/THINK-1)\n\nThe server halves of Wave 14's rich-turns work, cut upstream-first.\n\nVOICE-1 — a pluggable speech-to-text seam mirroring the F6 attachment shape:\n- TranscriptionBackend Protocol + NullTransc\n[…]\n.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n* Release 0.8.0\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add voice input (transcription) + model-reasoning forwarding (VOICE-1…",
          "author_name": "Artur",
          "author_login": "Artui",
          "committed_at": "2026-06-30T11:27:33Z",
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          "oid": "d7cadb665897533eae4ecfd6e9c51773c72fd73b",
          "body": null,
          "is_bot": false,
          "headline": "Release 0.7.0 (#19)",
          "author_name": "Artur",
          "author_login": "Artui",
          "committed_at": "2026-06-25T08:41:24Z",
          "body_truncated": false,
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        },
        {
          "oid": "3e02e1694d58e22b90075297c927ce5de59a9c93",
          "body": "…d_attachment) (#18)\n\nLayer attachment support onto the durable-store spine, keeping the AG-UI wire\nvanilla: files upload out-of-band and travel as lightweight refs, and the agent\nreads bytes server-side via a per-request, owner-scoped read_attachment tool.\n\n- AttachmentStore Protocol (async save/op\n[…]\nttachmentStore (bytes via Django Storage, metadata in a row).\n- Docs (configuration/concepts/api/README), CHANGELOG, 100% line+branch coverage.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add server-side file uploads (AttachmentStore + AttachmentsView + rea…",
          "author_name": "Artur",
          "author_login": "Artui",
          "committed_at": "2026-06-25T08:24:51Z",
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        {
          "oid": "8a38991f987610ba7b325419d8f40d482b7aac2d",
          "body": "…nance\n\nRepo hardening: secret scanning, Dependabot, SECURITY.md, CODEOWNERS",
          "is_bot": false,
          "headline": "Merge pull request #15 from Artui/hardening/secret-scanning-and-gover…",
          "author_name": "Artur",
          "author_login": "Artui",
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          "headline": "ci: add gitleaks secret-scan job + tests gate",
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          "author_login": "Artui",
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          "is_bot": false,
          "headline": "ci: add gitleaks secret-scanning pre-commit hook",
          "author_name": "Artur",
          "author_login": "Artui",
          "committed_at": "2026-06-25T04:20:20Z",
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          "oid": "c392ccb7e5267d08016d7ad99c3099659d747c97",
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          "is_bot": false,
          "headline": "chore: add CODEOWNERS",
          "author_name": "Artur",
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          "headline": "docs: add security policy",
          "author_name": "Artur",
          "author_login": "Artui",
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        {
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          "is_bot": false,
          "headline": "ci: add Dependabot config",
          "author_name": "Artur",
          "author_login": "Artui",
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        {
          "oid": "70872fb1cc9370a8cf08a440ec98e434e9aa5d89",
          "body": "Document the thread-history drawer + reference store",
          "is_bot": false,
          "headline": "Merge pull request #12 from Artui/docs/thread-history",
          "author_name": "Artur",
          "author_login": "Artui",
          "committed_at": "2026-06-24T13:03:29Z",
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        },
        {
          "oid": "061df269d7f2ceba067e2f7adc9d0dcea9b0962a",
          "body": "The 0.6.0 thread-index feature shipped with a CHANGELOG entry and API\nreference but not the narrative docs. Fill that gap:\n\n- README + docs/index: add the thread-history feature to the bullet lists.\n- docs/concepts: note list/rename on the ConversationStore Protocol, and add\n  \"Thread history\" (Conv\n[…]\nonfiguration: document enabling DefaultConversationStore + the threads\n  endpoints under CONVERSATION_STORE.\n\nDocs-only; mkdocs --strict green.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Document the thread-history drawer + reference store",
          "author_name": "Artur Veres",
          "author_login": "Artui",
          "committed_at": "2026-06-24T12:54:40Z",
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        },
        {
          "oid": "fa191e2f6553e6fb121506a8f39778635687da02",
          "body": "Add a server-side thread index for the chat-history drawer (0.6.0)",
          "is_bot": false,
          "headline": "Merge pull request #11 from Artui/feat/thread-index",
          "author_name": "Artur",
          "author_login": "Artui",
          "committed_at": "2026-06-24T12:36:14Z",
          "body_truncated": false,
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        },
        {
          "oid": "7916876132cdc1d7dd7706bacd21d85b13c3c32c",
          "body": null,
          "is_bot": false,
          "headline": "Release 0.6.0",
          "author_name": "Artur Veres",
          "author_login": "Artui",
          "committed_at": "2026-06-24T11:00:59Z",
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        },
        {
          "oid": "9ae1b92a38f8daec089cf4e3d8c6d97a7094caa2",
          "body": "A new django_ag_ui.contrib.store app ships a StoredConversation model +\nmigration and DefaultConversationStore, a ModelConversationStore subclass\nimplementing fetch/store/remove/list/rename against it. title/preview/updated_at\nare denormalised columns so the thread-list query never loads message bod\n[…]\nkage still ships no model, so projects that don't opt in get no migration.\n\n215 tests, 100% line+branch; ruff + ty + mkdocs --strict all green.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add opt-in reference durable conversation store",
          "author_name": "Artur Veres",
          "author_login": "Artui",
          "committed_at": "2026-06-24T10:59:00Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f667a19a9c1a99412fc74909ac6f35241c236d83",
          "body": "ConversationStore gains rename(thread_id, title, *, request).\nDjangoSessionConversationStore persists the title (it overrides the derived\none in list); ModelConversationStore adds a _rename(thread_id, title, owner_id)\nhook defaulting to a no-op (override with a title column); NullConversationStore\ni\n[…]\n00, a missing or cross-owner thread is 404, success returns\nthe new title.\n\n205 tests, 100% line+branch; ruff + ty + mkdocs --strict all green.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add thread rename (PATCH) to the thread index",
          "author_name": "Artur Veres",
          "author_login": "Artui",
          "committed_at": "2026-06-24T10:59:00Z",
          "body_truncated": true,
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        },
        {
          "oid": "e0091328611cf4ec714b71b9b452b87182ab5606",
          "body": "ConversationStore gains an async list(*, request) returning owner-scoped\nConversationMeta (thread_id, title, updated_at, preview) — metadata only,\nno message bodies, so a thread list stays cheap. NullConversationStore lists\nnothing; DjangoSessionConversationStore enumerates the session's own threads\n[…]\nies the same require_authenticated / get_user auth seam as\nDjangoAGUIView.\n\n195 tests, 100% line+branch; ruff + ty + mkdocs --strict all green.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add server-side thread index for the chat-history drawer",
          "author_name": "Artur Veres",
          "author_login": "Artui",
          "committed_at": "2026-06-24T10:59:00Z",
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        },
        {
          "oid": "a578334bafa564b9fd82945693d9fb890ebbc7a7",
          "body": "Route the drf-mcp bridge through drf-mcp's public in-process surface (0.5.0)",
          "is_bot": false,
          "headline": "Merge pull request #10 from Artui/feat/bridge-public-transport-surface",
          "author_name": "Artur",
          "author_login": "Artui",
          "committed_at": "2026-06-23T20:43:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2f02b25b3ead024e48edaa6e662b9d8ef5e43ada",
          "body": null,
          "is_bot": false,
          "headline": "Release 0.5.0",
          "author_name": "Artur Veres",
          "author_login": "Artui",
          "committed_at": "2026-06-23T20:20:42Z",
          "body_truncated": false,
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        },
        {
          "oid": "a4c3c3d436d8ff6c13e1ea38a58d65ca3d4a43a4",
          "body": "DrfMcpToolset now lists tools via MCPServer.list_tools and executes them via\nMCPServer.acall_tool — drf-mcp's transport-complete in-process methods — passing\nthe Django request + request.user so the call context is built inside drf-mcp.\nThe bridge no longer imports the leaf-internal handle_tools_lis\n[…]\n\nBehaviour is unchanged (same merged inputSchema, serializer validation,\npermissions, and error mapping). Bumps the drf-mcp pin to >=0.9,<0.10.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Route the drf-mcp bridge through drf-mcp's public in-process surface",
          "author_name": "Artur Veres",
          "author_login": "Artui",
          "committed_at": "2026-06-23T20:20:35Z",
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        },
        {
          "oid": "29a17f7980bdcbe79275d8662178a833827f031f",
          "body": "Cancel / stop a run: guaranteed teardown, partial persistence, audit (0.4.0)",
          "is_bot": false,
          "headline": "Merge pull request #9 from Artui/feat/cancel-run",
          "author_name": "Artur",
          "author_login": "Artui",
          "committed_at": "2026-06-14T10:44:50Z",
          "body_truncated": false,
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        },
        {
          "oid": "732cc6050fb94d8a33fcb1544b0075c6e5df284d",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.4.0",
          "author_name": "Artur Veres",
          "author_login": "Artui",
          "committed_at": "2026-06-12T19:35:32Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "344cf3d7757c1f861670a01af9dfec8efc5c17f4",
          "body": "AG-UI has no server-side cancel route - the client aborts the streaming\nrequest and the server observes a disconnect (CancelledError inside the\nchain under Django's ASGI handler, or GeneratorExit when the stream is\naclosed). The view now composes its stream by hand and wraps it in a\nteardown-aware g\n[…]\nditEvent\n(tool_name=\"agent.run\", success=False, error=\"cancelled: ...\") on the\nexisting record() surface, and always re-raises the cancellation.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Handle client-disconnect cancellation of a run explicitly",
          "author_name": "Artur Veres",
          "author_login": "Artui",
          "committed_at": "2026-06-12T19:35:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "10e817ebe07038ccacd3ad46bbc66217e5e67fe4",
          "body": "Release 0.3.1 — auth + bridge hardening (get_user, ASYNC-1, SEC-6, ERR-2, DUP-1, VER-2, PROTO-1)",
          "is_bot": false,
          "headline": "Merge pull request #8 from Artui/release/0.3.1",
          "author_name": "Artur",
          "author_login": "Artui",
          "committed_at": "2026-06-10T19:25:53Z",
          "body_truncated": false,
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          "body": "- ToolsView + get_urls(view, tools=registry) mount a read-only <prefix>tools/\n  catalog (GET, JSON) for the web component's data-tools-url.\n- build_tool_catalog enumerates the @tool registry + (when DRF_MCP_SERVER is set)\n  the drf-mcp bindings, returning [{name, summary, description?}]. summary\n  f\n[…]\nfiguration/installation/index/README) + CHANGELOG.\n\n127 tests, 100% line+branch coverage; ruff + ty clean; mkdocs --strict passes.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "body": "…e client\n\nDrfMcpToolset extended ExternalToolset, which stamps every tool kind=\"external\".\nPydantic-AI defers external tools — the AGUIAdapter yields the call to the client\nand finishes the run, so the toolset's call_tool (the real in-process executor\nvia handle_tools_call_async) was never invoked.\n[…]\nest called call_tool directly, bypassing the bug).\n\n121 tests, 100% line+branch coverage; ruff + ty clean; mkdocs --strict passes.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "drf-mcp: execute tools in-process (kind=function), not deferred to th…",
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          "author_name": "Artur",
          "author_login": "Artui",
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          "is_bot": false,
          "headline": "drf-mcp bridge: advertise the full tools/list schema, not just the se…",
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          "headline": "Release 0.2.1",
          "author_name": "Artur Veres",
          "author_login": "Artui",
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          "is_bot": false,
          "headline": "build_model: delegate provider resolution to Pydantic-AI; prompt stee…",
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          "body": "…, auth, skills\n\n- Inline-confirmation steering: DEFAULT_SYSTEM_PROMPT tells the model to call\n  destructive tools and let the client gate them; @tool(confirm=) -> x-confirm.\n- @tool(summary=) -> x-summary tool labels; X_CONFIRM_KEY/X_SUMMARY_KEY exported.\n- Dependency -> pydantic-ai-slim[ag-ui]; pr\n[…]\nills endpoint via get_urls(skills=...).\n- Docs: installation/configuration/concepts/quickstart/api refreshed for all of the above.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "body": "Fix version-dependent tool-schema test failures and ship docs/badge polish.\n\n- build_input_schema: derive parameter types from raw annotations via\n  inspect.signature(eval_str=True) instead of typing.get_type_hints, so the\n  JSON Schema is identical across Python versions (Python <= 3.10 no longer\n \n[…]\nuickstart.\n- release.yml: render a coverage badge JSON and deploy it alongside the docs\n  to gh-pages, matching the sibling repos.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "oid": "98f1e572865d76cab5ee881474fd9a039c4d8ba3",
          "body": "Flesh out the documentation reflecting the actual code:\n- index (overview + where it sits vs the web component and django-admin-agent),\n  installation (ASGI requirement, [drf-mcp] extra), quickstart (@tool/\n  ToolRegistry + get_urls + DjangoAGUIView), configuration (every DJANGO_AG_UI\n  key), concep\n[…]\ngs API reference.\n- Wire the new pages into mkdocs.yml nav.\n\nmkdocs build --strict clean; lint + ty pass; 91 tests, 100% coverage.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: full mkdocs site",
          "author_name": "Artur Veres",
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          "body": "When mounted in a URLconf, Django's request handler decides whether to await a\nview via asgiref.iscoroutinefunction(view). For a callable *instance* with an\nasync __call__ that returns False, so the handler treated the async streaming\nview as sync and raised \"didn't return an HttpResponse ... return\n[…]\nefunction(self) in __init__. Regression test asserts\niscoroutinefunction(view) is True.\n\n91 tests, 100% coverage; ruff + ty clean.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Mark DjangoAGUIView as a coroutine function so the handler awaits it",
          "author_name": "Artur Veres",
          "author_login": "Artui",
          "committed_at": "2026-06-01T12:30:08Z",
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          "oid": "af1dd85a16650194b982dbe1dde569ed3985f863",
          "body": "…oolset\n\nBehind the django-ag-ui[drf-mcp] extra. DJANGO_AG_UI[\"DRF_MCP_SERVER\"] points at\nan MCPServer instance; the view builds a per-request DrfMcpToolset and adds it to\nthe agent's toolsets. The agent acts as the logged-in AG-UI user: each call\nsynthesises an MCPCallContext carrying request.user,\n[…]\ntest\n  settings gain DRF + a fixture MCPServer with one service tool.\n\n90 tests, 100% coverage; ruff + ty clean; no TYPE_CHECKING.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "In-process drf-mcp bridge: expose a drf-mcp server as a Pydantic-AI t…",
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        {
          "oid": "20c8aaf5d9e0f8d157c06587f1636bd96afb1cdd",
          "body": "A model-agnostic base for DB/cross-device conversation stores: it provides the\nasync wrapping (sync_to_async) and per-request owner scoping, and requires a\nsubclass to implement three synchronous row ops (_fetch/_store/_remove) against\nits own Django model. Ships no concrete model, so it forces no m\n[…]\nnd the owner relationship.\n\nTested via a dict-backed subclass (no DB). 85 tests, 100% coverage; ruff + ty\nclean; no TYPE_CHECKING.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Conversation persistence: abstract ModelConversationStore base",
          "author_name": "Artur Veres",
          "author_login": "Artui",
          "committed_at": "2026-06-01T10:03:17Z",
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          "oid": "f6504b9eb8030b48581cbdb87becb21427fc4b7d",
          "body": "Pluggable server-side conversation persistence, default off:\n- ConversationStore Protocol + Conversation type; resolve_conversation_store\n  (default NullConversationStore = stateless, today's behaviour).\n- DjangoSessionConversationStore: per-user, session-backed, no migration.\n- DjangoAGUIView mirro\n[…]\n ModelConversationStore base. These ride\nwith the thin-client wiring.\n\n84 tests, 100% coverage; ruff + ty clean; no TYPE_CHECKING.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Conversation persistence: opt-in server-side store (durable mirror)",
          "author_name": "Artur Veres",
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          "oid": "5ea7e651f05e68e73aac0873738326bf112df65e",
          "body": "…capabilities\n\n- AgentConfig frozen dataclass bundles build_agent's params (model,\n  instructions, audit_logger, model_settings, retries, toolsets, capabilities);\n  build_agent(registry, config) takes it.\n- conf: MODEL_SETTINGS, RETRIES, AGENT_FACTORY, TOOLSETS, CAPABILITIES, and\n  CONVERSATION_STOR\n[…]\n TYPE_CHECKING blocks anywhere — direct runtime imports (no real cycles).\n\n70 tests, 100% coverage (line+branch); ruff + ty clean.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Configurable agent: AgentConfig + model settings, retries, toolsets, …",
          "author_name": "Artur Veres",
          "author_login": "Artui",
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          "oid": "35bf7c78b48964fa2e306c85f3c22bb31d5413a6",
          "body": "The last Phase-1 piece. Bridges a Django HttpRequest to Pydantic-AI's\nAGUIAdapter without Starlette: parse the posted RunAgentInput, build an Agent\nfrom the server-side registry, stream AG-UI events back as SSE.\n\n- agent/agent_factory.py: build_agent(registry, *, model, instructions,\n  audit_logger)\n[…]\n\n- agent/urls.py: get_urls(view, prefix=\"agent/\")\n\nTested against TestModel via RequestFactory + draining async streaming content.\n62 tests, 100% line+branch coverage. Phase 1 (django-ag-ui) complete.",
          "is_bot": false,
          "headline": "AG-UI Django view: DjangoAGUIView wrapping Pydantic-AI's AGUIAdapter",
          "author_name": "Artur Veres",
          "author_login": "Artui",
          "committed_at": "2026-05-31T18:53:43Z",
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        {
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          "body": "- conf.py: AppSettings frozen dataclass + get_settings() reading DJANGO_AG_UI\n  (MODEL, AUTO_CONFIRM, AUDIT_LOGGER, SYSTEM_PROMPT)\n- policy/auto_confirm.py: needs_confirmation(binding, auto_confirm) — canonical\n  server-side statement of the destructive-gating rule\n- policy/audit: AuditEvent + AuditLogger Protocol (types/), NullAuditLogger,\n  LoggingAuditLogger (INFO on success, WARNING on failure), resolve_audit_logger\n  dotted-path loader\n\n41 tests, 100% line+branch coverage.",
          "is_bot": false,
          "headline": "Policy + audit layer + settings reader",
          "author_name": "Artur Veres",
          "author_login": "Artui",
          "committed_at": "2026-05-31T17:55:47Z",
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        },
        {
          "oid": "d1a0a4119088e4fda2f6474be493ddb60cdd1fec",
          "body": "- ToolCategory enum + x-destructive / x-category JSON-Schema extension keys\n- ToolSpec (frozen: name, fn, description, destructive, category)\n- ToolBinding (spec + derived input_schema)\n- build_input_schema: signature → JSON Schema, stamps x-destructive when\n  destructive=True and x-category always;\n[…]\nn types\n- ToolRegistry: instance-based, rejects duplicate names, sync/async dispatch\n- @tool decorator with destructive=/category=, docstring-derived descriptions\n\n25 tests, 100% line+branch coverage.",
          "is_bot": false,
          "headline": "Foundation: tool registry, @tool decorator, JSON-Schema builder",
          "author_name": "Artur Veres",
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          "headline": "Add uv.lock",
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          "is_bot": false,
          "headline": "Initial scaffold",
          "author_name": "Artur Veres",
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            "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": "29 out of 29 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",
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            "reason": "Found 0/25 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
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          {
            "name": "Contributors",
            "score": 0,
            "reason": "project has 0 contributing companies or organizations -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 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",
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            "reason": "project was created within the last 90 days. Please review its contents carefully",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 4,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
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            "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": 6,
            "reason": "4 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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        ],
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        "scorecard_version": "v5.5.0"
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      "has_security_policy": true,
      "has_dependabot_config": true
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-27T10:36:15Z",
      "oldest_open_prs": [
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          "created_at": "2026-07-17T12:10:41Z",
          "last_comment_at": "2026-07-27T10:29:52Z",
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        {
          "number": 46,
          "created_at": "2026-07-22T10:28:57Z",
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        },
        {
          "number": 50,
          "created_at": "2026-07-27T10:17:47Z",
          "last_comment_at": null,
          "last_comment_author": null
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      ],
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      "oldest_open_issues": []
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  "config": {
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    "disabled_categories": [],
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  },
  "source": {
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    "owner": "Artui"
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      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 59,
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        "vitality": 71,
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      "components": []
    },
    "categories": [
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        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 71,
        "weight": 0.22,
        "metrics": [
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            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
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              "human_commit_share": 0.951,
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                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
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                "status": "met",
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                    "code": "push_recency",
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              {
                "key": "commit_cadence",
                "name": "Commit cadence",
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                "points": 5.5,
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                "key": "commit_volume",
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                "key": "openssf_scorecard_maintained",
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                "status": "missed",
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            ]
          },
          {
            "key": "release_discipline",
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            "note": null,
            "notes": [],
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            "components": [
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                "key": "ships_releases",
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                "status": "met",
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              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~1.9 days",
                "points": 27,
                "status": "met",
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                ],
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                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
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                "max_points": 10
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            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
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                "points": 100,
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                "details": [
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                    "code": "abandonment_unverified",
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            ]
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        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
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      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 32,
        "weight": 0.18,
        "metrics": [
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            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
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              "stars": 2,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
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                "key": "stars",
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                "detail": "2 stars",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "stars",
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                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "forks",
                    "params": {
                      "count": 0
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 58,
            "inputs": {
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 3070
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "3,070 downloads/month across pypi",
                "points": 46.5,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
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                      "ecosystems": "pypi"
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                  }
                ],
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              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "params": {}
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                "max_points": 20
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            ]
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 50,
        "weight": 0.24,
        "metrics": [
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            "note": null,
            "notes": [],
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            "inputs": {
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              "contributors_sampled": 1,
              "top_contributor_share": 1
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            "components": [
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
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                "max_points": 54
              },
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                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
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                    "params": {
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                "max_points": 13.5
              },
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                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
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                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
              {
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            "value": 60,
            "inputs": {
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              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 8
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            "components": [
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                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
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                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "40/48 decided PRs merged",
                "points": 31.9,
                "status": "partial",
                "details": [
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                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/25 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
              {
                "code": "weights_renormalized",
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            "value": 49,
            "inputs": {
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              "account_age_days": 3935
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            "components": [
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                "status": "partial",
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                "status": "excluded",
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                "key": "owner_reach",
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                "status": "partial",
                "details": [
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                      "login": "Artui"
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              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "17 public repos, account ~10 yr old",
                "points": 21.1,
                "status": "partial",
                "details": [
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            "band": "excellent",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "ecosystems": "pypi",
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              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "30 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 30
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
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            "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
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              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
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              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 54,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            "value": 43,
            "inputs": {
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              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
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              "scorecard_aggregate": 4.3
            },
            "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": {}
                  }
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                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "29 out of 29 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 0/25 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "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": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "4 existing vulnerabilities detected",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 111 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
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              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 111
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 6,
              "affected_packages": 2,
              "assessed_packages": 111,
              "unassessed_packages": 0,
              "affected_by_severity": "high 1, moderate 1",
              "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": [
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                    "code": "no_direct_advisories",
                    "params": {}
                  }
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                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "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": 111,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
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                "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": 2
            },
            "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": "excellent",
        "name": "AI Readiness",
        "value": 87,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.844,
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              "agent_instruction_max_bytes": 10297
            },
            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
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                  }
                ],
                "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": "65 of 77 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 65,
                      "sampled": 77
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
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              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "django_ag_ui/py.typed"
              ],
              "agent_commit_share": 0.617,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.049
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
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              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "django_ag_ui/py.typed",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "django_ag_ui/py.typed"
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                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
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                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "50 of the last 81 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
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                      "sampled": 81
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "4 of the last 81 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 4,
                      "sampled": 81
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 27928,
              "source_files_sampled": 83,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (django_ag_ui/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "django_ag_ui/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/83 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 83,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:django-ag-ui@0.23.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T10:36:46.869421Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/Artui/django-ag-ui.svg",
  "full_name": "Artui/django-ag-ui",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

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

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