Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-30 21:49 UTC

mindsdb / cowork-server

FastAPI backend for MindsHub Cowork. Manages projects, conversations, files, scheduling, memory, and agent orchestration with a SQLite-backed data layer.

PythonAGPL-3.0★ 4 зірки⑂ 5 форківз трав. 2026 р.Переглянути на GitHub ↗

mindsdb/cowork-server має індекс здоров’я 32 зі 100, що відповідає смузі «У зоні ризику». Найвищий показник — Sustainability & Governance (85/100), найнижчий — Security (35/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 3 учасники.

32
загалом / 100
У зоні ризику

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.

32
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.

Політика юрисдикцій високого ризику застосовує множник 50% до зваженого загального індексу здоров’я і встановлює для нього межу «У зоні ризику» на рівні 49.

Власність

MindsDB IncОрганізація
1 416 підписників57 публічних репозиторіївз серп. 2017 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
PyPIcowork-server0.26.7.27.34 576513 дні тому

Метрики за категоріями

Життєздатність

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

77Добрий · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
7.6/36Ритм комітів — 11/52 тижнів із комітами
18/18Обсяг комітів — 601 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_year601
human_commit_share0,99
days_since_last_push0
active_weeks_last_year11
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 54 релізів
36/36Свіжість релізів — останній реліз 0 дн. тому
27/27Ритм релізів — реліз кожні ~0,3 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count54
latest_release_tagv0.26.7.30.1rc5
releases_from_tagsні
days_since_latest_release0
mean_days_between_releases0,3
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.

Спільнота та впровадження

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

38У зоні ризику · 18% загального індексу
Як обчислюється оцінка
7.7/60Зірки — 4 зірок
5/25Форки — 5 форків
0/15Спостерігачі — 0 спостерігачів
Використані вхідні дані
forks5
stars4
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (AGPL-3.0)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingні
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні
Як обчислюється оцінка
48.8/80Щомісячні завантаження — 4 576 завантажень/місяць у pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagescowork-server
dependents
ecosystemspypi
total_downloads
monthly_downloads4 576
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?

85Відмінний · 24% загального індексу
Як обчислюється оцінка
36/54Бас-фактор — на 3 контриб’ютор(ів) припадає половина всіх комітів
17.2/22.5Розподіл комітів — головний контриб’ютор — автор 24% комітів
13.5/13.5Широта контриб’юторів — 15 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 18 contributing companies or organizations
Використані вхідні дані
bus_factor3
contributors_sampled15
top_contributor_share0,236
Як обчислюється оцінка
46.8/46.8Вирішення issue — закрито 100% issue
31.1/38.3Прийняття PR — злито 178/219 вирішених PR
13.5/15OpenSSF Scorecard: Code-Review — Found 12/13 approved changesets -- score normalized to 9
Використані вхідні дані
merged_prs178
open_issues0
closed_issues1
issue_closed_ratio1
closed_unmerged_prs41
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
22.7/25Охоплення власника — 1 416 підписників у mindsdb
24.8/25Послужний список — 57 публічних репозиторіїв, вік облікового запису ~8 р.
Використані вхідні дані
followers1 416
owner_typeOrganization
is_verified
owner_loginmindsdb
public_repos57
account_age_days3 271

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 3 дн. тому
20/20Історія версій — 51 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagescowork-server
ecosystemspypi
any_deprecatedні
min_days_since_publish3

Інженерна якість

Чи наявні базові інженерні практики та документація?

77Добрий · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 11 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні

Документація

90Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://mindshub.ai
10/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics
has_wikiтак
homepagehttps://mindshub.ai
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

35У зоні ризику · 16% загального індексу

Стан безпеки

28Критичний
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 — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6.8/7.5Code-Review — Found 12/13 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 18 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 14 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5,5
high_risk_jurisdiction_cap49
high_risk_jurisdiction_multiplier50
security_posture_after_multiplier28
security_posture_before_jurisdiction55
Виключено з оцінювання (немає даних або не застосовно): branch_protection, signed_releases. Залишкові ваги перенормовано. Політика юрисдикцій високого ризику застосовує множник 50% і встановлює для стану безпеки межу «У зоні ризику» на рівні 49.
Як обчислюється оцінка
14.6/35Прямі залежності без відомих сповіщень — уражено 1: hermes-agent 0.17.0 (high 7.3)
6.8/25Непрямі залежності без відомих сповіщень — уражено 1: pillow 12.2.0 (critical 9.1)
40/40Немає задавнених сповіщень — жодне сповіщення не є публічним довше за 90 дн.
Використані вхідні дані
sourceosv
advisories30
affected_packages2
assessed_packages103
unassessed_packages0
affected_by_severitycritical 1, high 1
direct_affected_packages1
Звірено з runtime-замиканням залежностей pypi:cowork-server@0.26.7.27.3 — тим, що тягне за собою встановлення опублікованого пакета, — 103 пакетів. Досяжність не аналізується.

Готовність до ШІ

Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.

50Помірний · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
32.9/40Читабельна історія комітів — намір зазначено у 61 з 99 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,616
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
0/11Статична перевірка типів
10/10Відтворюване середовище — Dockerfile, lockfile
10/10Підтверджена практика роботи з агентами — 25 з останніх 100 комітів створено агентом або з його зазначенням
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
1/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
Використані вхідні дані
has_nixні
has_testsтак
lockfilesuv.lock
has_dockerfileтак
typed_languageні
bootstrap_filesMakefile
has_devcontainerні
has_linter_configні
typecheck_configs
agent_commit_share0,25
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
0/45Типізований код — Python без конфігурації перевірки типів
55/55Керовані розміри файлів — 0/234 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes55 763
source_files_sampled234
oversized_source_files0

Ключові факти

4зірок GitHub
15контриб'юторів
601комітів за останні 12 місяців
0днів від останнього пушу
54релізів
3бас-фактор
0відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

Докладніше

Історія зірок і форків 0 ★ / 5 ⇿
0Зірки
5Форки
10Релізи

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

12345512026-062026-072026-07
Мажорні 0Мінорні 0Патчі 0
OpenSSF Scorecard 5.5 / 10
5.5сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-30 21:48 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-Tests14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 12/13 approved changesets -- score normalized to 9
10Contributorsproject has 18 contributing companies or organizations
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
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities14 existing vulnerabilities detected
Прямі залежності 17
РеєстрПакетОбмеження версіїМаніфест
PyPIalembic>=1.17.0pyproject.toml
PyPIanton-agent>=2.26.6.30.1,<3pyproject.toml
PyPIcryptography>=48.0.0pyproject.toml
PyPIfastapi>=0.136.1pyproject.toml
PyPIhermes-agent>=0.15.2,<0.18pyproject.toml
PyPIhttpx>=0.27pyproject.toml
PyPIpydantic>=2.12.5pyproject.toml
PyPIpydantic-settings>=2.14.1pyproject.toml
PyPIpsycopg>=3.2pyproject.toml
PyPIpython-multipart>=0.0.28pyproject.toml
PyPIsqlmodel>=0.0.38pyproject.toml
PyPItzlocal>=5.0pyproject.toml
PyPIuvicorn>=0.47.0pyproject.toml
PyPImarkdown>=3.7pyproject.toml
PyPIxhtml2pdf>=0.2.16pyproject.toml
PyPIpython-docx>=1.1.2pyproject.toml
PyPIhtmldocx>=0.0.6pyproject.toml
Усі залежності 118

Повний розв'язаний набір залежностей із графа залежностей GitHub: 17 прямих і 101 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
PyPIalembic1.18.4пряма
PyPIanton-agent2.26.7.6.2пряма
PyPIcryptography48.0.1пряма
PyPIfastapi0.136.3пряма
PyPIhermes-agent0.17.0пряма
PyPIhtmldocx0.0.6пряма
PyPIhttpx0.28.1пряма
PyPImarkdown3.10.2пряма
PyPIpsycopg3.3.4пряма
PyPIpydantic2.13.4пряма
PyPIpydantic-settings2.14.1пряма
PyPIpython-docx1.2.0пряма
PyPIpython-multipart0.0.32пряма
PyPIsqlmodel0.0.38пряма
PyPItzlocal5.4.3пряма
PyPIuvicorn0.49.0пряма
PyPIxhtml2pdf0.2.17пряма
PyPIaiohappyeyeballs2.6.2непряма
PyPIaiohttp3.14.0непряма
PyPIaiosignal1.4.0непряма
PyPIannotated-doc0.0.4непряма
PyPIannotated-types0.7.0непряма
PyPIanthropic0.105.2непряма
PyPIanyio4.13.0непряма
PyPIarabic-reshaper3.0.1непряма
PyPIasn1crypto1.5.1непряма
PyPIattrs26.1.0непряма
PyPIaudioop-lts0.2.2непряма
PyPIbeautifulsoup44.15.0непряма
PyPIcertifi2026.5.20непряма
PyPIcffi2.0.0непряма
PyPIcharset-normalizer3.4.7непряма
PyPIclick8.4.1непряма
PyPIcolorama0.4.6непряма
PyPIconcurrent-log-handler0.9.29непряма
PyPIcoverage7.14.3непряма
PyPIcroniter6.0.0непряма
PyPIcssselect20.9.0непряма
PyPIdill0.3.8непряма
PyPIdiscord-py2.7.1непряма
PyPIdistro1.9.0непряма
PyPIdocstring-parser0.18.0непряма
PyPIfire0.7.1непряма
PyPIfrozenlist1.8.0непряма
PyPIgreenlet3.5.1непряма
PyPIh110.16.0непряма
PyPIhtml5lib1.1непряма
PyPIhttpcore1.0.9непряма
PyPIhttptools0.8.0непряма
PyPIidna3.18непряма
PyPIiniconfig2.3.0непряма
PyPIjinja23.1.6непряма
PyPIjiter0.15.0непряма
PyPIlxml6.1.1непряма
PyPImako1.3.12непряма
PyPImarkdown-it-py4.2.0непряма
PyPImarkupsafe3.0.3непряма
PyPImdurl0.1.2непряма
PyPImultidict6.7.1непряма
PyPIopenai2.24.0непряма
PyPIoscrypto1.3.0непряма
PyPIpackaging26.0непряма
PyPIpathspec1.1.1непряма
PyPIpillow12.3.0непряма
PyPIpluggy1.6.0непряма
PyPIportalocker3.2.0непряма
PyPIprompt-toolkit3.0.52непряма
PyPIpropcache0.5.2непряма
PyPIpsutil7.2.2непряма
PyPIpsycopg-binary3.3.4непряма
PyPIptyprocess0.7.0непряма
PyPIpycparser3.0непряма
PyPIpydantic-core2.46.4непряма
PyPIpygments2.20.0непряма
PyPIpyhanko0.35.1непряма
PyPIpyhanko-certvalidator0.31.1непряма
PyPIpyjwt2.13.0непряма
PyPIpypdf6.14.0непряма
PyPIpytest9.0.3непряма
PyPIpytest-asyncio1.4.0непряма
PyPIpytest-cov7.1.0непряма
PyPIpython-bidi0.6.10непряма
PyPIpython-dateutil2.9.0.post0непряма
PyPIpython-dotenv1.2.2непряма
PyPIpytz2026.2непряма
PyPIpywin32312непряма
PyPIpywinpty2.0.15непряма
PyPIpyyaml6.0.3непряма
PyPIreportlab4.5.1непряма
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PyPIruamel-yaml0.18.17непряма
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Сповіщення про залежності 2

Встановлення pypi:cowork-server@0.26.7.27.3 тягне 103 пакетів, прямих і транзитивних: 2 мають відомі сповіщення, з них 1 — прямі залежності.

ПакетВерсіяЗв'язокКритичністьСповіщеньВиправлено в
pillow12.2.0непрямакритична2612.3.0
hermes-agent0.17.0прямависока40.18.0

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
{
  "data": {
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      "topics": [],
      "is_fork": false,
      "size_kb": 3055,
      "has_wiki": true,
      "homepage": "https://mindshub.ai",
      "languages": {
        "Mako": 704,
        "Python": 1564377,
        "Makefile": 818,
        "Dockerfile": 1726
      },
      "pushed_at": "2026-07-30T21:46:27Z",
      "created_at": "2026-05-13T23:54:05Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-27T21:15:40Z",
      "description": "FastAPI backend for MindsHub Cowork. Manages projects, conversations, files, scheduling, memory, and agent orchestration with a SQLite-backed data layer.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "AGPL-3.0",
      "default_branch": "main",
      "license_spdx_raw": "AGPL-3.0",
      "primary_language": "Python",
      "significant_languages": [
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      ]
    },
    "owner": {
      "blog": "mindsdb.com",
      "name": "MindsDB Inc",
      "type": "Organization",
      "login": "mindsdb",
      "company": null,
      "location": "Berkeley, CA",
      "followers": 1416,
      "avatar_url": "https://avatars.githubusercontent.com/u/31035808?v=4",
      "created_at": "2017-08-15T11:14:59Z",
      "is_verified": null,
      "public_repos": 57,
      "account_age_days": 3271
    },
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      "scorecard_found": true,
      "profile_has_license": true
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          "body": "Bumping the Cowork server version so Hot fix 1081, can get to users. https://github.com/mindsdb/anton/pull/278",
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          "headline": "Merge pull request #193 from mindsdb/staging",
          "author_name": "Hamish Fagg",
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          "oid": "25130df861a206ae07f0d4f8fc054715a9738224",
          "body": "feat(ENG-837): add nav branding settings (title, title color, logo, toggle visibility)",
          "is_bot": false,
          "headline": "Merge pull request #206 from mindsdb/feat/nav-branding-settings",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-17T15:29:02Z",
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        },
        {
          "oid": "324498fb4cb5f75e598389de818375cda6795651",
          "body": "oauth flow generalization for non-google connectors (plus linear connector)",
          "is_bot": false,
          "headline": "Merge pull request #202 from mindsdb/general-oauth-flow",
          "author_name": "Jorge Torres",
          "author_login": "torrmal",
          "committed_at": "2026-07-17T13:23:50Z",
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        },
        {
          "oid": "c35bf03770996b4d460d776764f992b1b0d54eed",
          "body": "…oggle visibility)\n\nAdds nav_title, nav_title_color, nav_logo, show_theme_toggle, and\nshow_8bit_toggle to UserSettings so the sidebar can be personalized the\nsame way as the greeting — synced per-account settings, not local-only\nbrowser storage. The settings table is a generic key-value store, so\nthis needs no migration.",
          "is_bot": false,
          "headline": "feat(ENG-837): add nav branding settings (title, title color, logo, t…",
          "author_name": "Jorge Torres",
          "author_login": "torrmal",
          "committed_at": "2026-07-17T04:53:35Z",
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          "is_coding_agent": false
        },
        {
          "oid": "36b012b0453b324704432e3633bde7bf3467091f",
          "body": "Sync main back into staging (weekly release cycle workflows)",
          "is_bot": false,
          "headline": "Merge pull request #205 from mindsdb/main",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-16T21:34:54Z",
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        },
        {
          "oid": "f103445173d02f4b9141ba248214ae60b0135b60",
          "body": "Add weekly release cycle workflows (freeze, release PR, unfreeze)",
          "is_bot": false,
          "headline": "Merge pull request #179 from mindsdb/add-weekly-merge-workflow",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-16T19:43:51Z",
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          "body": null,
          "is_bot": false,
          "headline": "added linear support",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-16T18:22:03Z",
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          "is_bot": false,
          "headline": "oauth flow generalization for non-google connectors",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
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          "oid": "80239cf6c5bb18442b7a010adcadba05f01929a5",
          "body": "Feature/tenancy mode",
          "is_bot": false,
          "headline": "Merge pull request #196 from mindsdb/feature/tenancy-mode",
          "author_name": "Zoran Pandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-16T10:47:12Z",
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          "is_coding_agent": false
        },
        {
          "oid": "929a05bad53a22df1ece82d8b220ea08837770f2",
          "body": "feat(comments): cowork-server artifact-comments proxy (REST + SSE passthrough)",
          "is_bot": false,
          "headline": "Merge pull request #154 from mindsdb/feat/comments-step-2",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-15T20:10:38Z",
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        },
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          "body": null,
          "is_bot": false,
          "headline": "Pin sha for github-actions",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-15T17:42:25Z",
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        },
        {
          "oid": "16be2994cc354f89ce0d89b8aa95b384684dd6e7",
          "body": "…ject delete to conversations (ENG-701) (#187)\n\n* fix(delete): clean up attachments on conversation delete; cascade project delete to conversations (ENG-701)\n\nDeleting a conversation or project used to orphan uploaded attachment files\nforever — rows + bytes, invisible in any UI, piling up in ~/.cowo\n[…]\nthe failed conversation + its attachment survive.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(delete): clean up attachments on conversation delete; cascade pro…",
          "author_name": "Alejandro Cantu",
          "author_login": "alecantu7",
          "committed_at": "2026-07-15T15:44:52Z",
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          "is_bot": false,
          "headline": "Add tests",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:18:48Z",
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        {
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          "body": null,
          "is_bot": false,
          "headline": "Audit by default",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:18:44Z",
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        {
          "oid": "7e65de3a245a3bb50993a66f19c4dd027be730e2",
          "body": null,
          "is_bot": false,
          "headline": "Add flag for audit mode",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:18:36Z",
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        },
        {
          "oid": "192287839a009f6780b8149aa2647a789b973a5f",
          "body": null,
          "is_bot": false,
          "headline": "Add tests",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:02:17Z",
          "body_truncated": false,
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        {
          "oid": "5c91db84934946a6380239ff8e0d92dae5b6137e",
          "body": null,
          "is_bot": false,
          "headline": "Check for principal",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:02:14Z",
          "body_truncated": false,
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        },
        {
          "oid": "7fb7f727ab372f039aaab3b05891f34068dd10fd",
          "body": null,
          "is_bot": false,
          "headline": "Add tests + check mode",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:02:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b4a94462eb9dec343f4a71e3d11d12c859b44514",
          "body": null,
          "is_bot": false,
          "headline": "Add flag",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:01:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "802aca6a9c6538a120c2be355dfa79cf35849666",
          "body": "gdrive connector with google picker api",
          "is_bot": false,
          "headline": "Merge pull request #178 from mindsdb/google_picker_api",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-15T12:46:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33dd31aad9763cc60601cc835807da50376bf868",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'staging' into google_picker_api",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-15T11:41:56Z",
          "body_truncated": false,
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        },
        {
          "oid": "33a74a84032694ee0e62e116d5caf5e757424312",
          "body": "…timezone-local\n\nfix(scheduler): resolve timezone=\"local\" to system zone, not UTC [ENG-773]",
          "is_bot": false,
          "headline": "Merge pull request #195 from mindsdb/paul/eng-773-scheduled-tasks-s5-…",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-15T00:01:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5179e4d581bb6433416204c6bec9bd12fd209994",
          "body": "…reap-orphaned-running-runs-on-boot-bound\n\nfix(scheduler): reap orphaned running runs on boot; bound run duration [ENG-769]",
          "is_bot": false,
          "headline": "Merge pull request #194 from mindsdb/paul/eng-769-scheduled-tasks-s1-…",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-15T00:01:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f897f28b936d44cbb7554e51ad4ea550fc0b49f7",
          "body": "`timezone=\"local\"` silently resolved to UTC in resolve_timezone(), so a\nschedule saved with \"local\" fired on UTC wall-clock instead of the user's\nzone (and lost DST tracking). Since cowork-server runs on the user's own\nmachine, \"local\" now resolves to the system's real IANA zone via tzlocal,\nfalling\n[…]\nting next_run_at on cadence/timezone edit is deferred to\nthe driver rework (ENG-703); this is the standalone salient bug from ENG-773.\n\nENG-773\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(scheduler): resolve timezone=\"local\" to the system zone, not UTC",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T23:19:07Z",
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        },
        {
          "oid": "be64a8815036439f8242bdc9c2f0b6f006205162",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into staging (content already present)",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T22:26:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fce74003ba6e2fb9f4eb3d2cf6d3eb32d26c79e0",
          "body": "A crash/restart mid-run left a ScheduleRun in `running` forever. The\ndue-check skips schedules with a running run, so one stale row wedged\nthe schedule permanently — it silently never fired again.\n\n- Add ScheduleRunService.reap_orphaned_runs(): on boot, mark every\n  `running` run (scheduled and manu\n[…]\n  so a hung agent can't stay `running` indefinitely.\n- Tests for the reaper (running->failed, manual runs, finished runs\n  untouched).\n\nENG-769\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(scheduler): reap orphaned running runs on boot; bound run duration",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T21:48:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "866878ef2dffe18976a0685767ad874dfe4ef071",
          "body": "…ixes\n\n[ENG-688] Scheduled task fixes",
          "is_bot": false,
          "headline": "Merge pull request #181 from mindsdb/tino097/eng-688-scheduled-task-f…",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T19:47:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "09516f817a8bce774c1bc82e3c34327e1c68e5b5",
          "body": null,
          "is_bot": false,
          "headline": "moved gdrive logic from harness to connections",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-14T17:55:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64f7251a4940b294a59dd1f64c02801200b614a5",
          "body": "chore: back-merge main hotfix into staging",
          "is_bot": false,
          "headline": "Merge pull request #191 from mindsdb/backmerge/main-hotfixes-to-staging",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T03:39:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39224922827b3017d342313f9629ef38cfd61026",
          "body": "fix(settings): .env model keys are CLI-only, never synced to DB (ENG-739)",
          "is_bot": false,
          "headline": "Merge pull request #189 from mindsdb/fix/eng-739-env-models-cli-only",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T03:35:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7dbe7ecfad7dc5a7eb8d9424628d699aec08444",
          "body": "fix(settings): stop COWORK_SERVER_ORIGIN from populating public_base_url (ENG-632)",
          "is_bot": false,
          "headline": "Merge pull request #190 from mindsdb/hotfix/eng-632-oauth-origin-alias",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T23:51:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6754fb6207e345a4a94dd978d7b57c08b51c4b43",
          "body": "Hotfix for the desktop OAuth origin change (cowork PR #386, ENG-632).\n\nCOWORK_SERVER_ORIGIN was a validation alias for TWO settings: server_origin\n(OAuth redirect base — intended) and public_base_url (channel webhook base).\nThe desktop app sets COWORK_SERVER_ORIGIN=http://127.0.0.1:<port> so OAuth\n\"\n[…]\norigin and webhook\nbase are now decoupled. No other code referenced COWORK_SERVER_ORIGIN; cloud\ndeployments already set COWORK_PUBLIC_BASE_URL.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(settings): stop COWORK_SERVER_ORIGIN from populating public_base_url",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T23:18:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c6c39139d40c234e8780e1b97afcbe478f1e4e57",
          "body": "fix(settings): .env model keys are CLI-only, never synced to DB (ENG-739)",
          "is_bot": false,
          "headline": "Merge pull request #189 from mindsdb/fix/eng-739-env-models-cli-only",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T23:13:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "15daadf12d283e2fa0fd52dce69be85961647513",
          "body": "…-739)\n\nRemove ANTON_PLANNING_MODEL / ANTON_CODING_MODEL from _ENV_TO_SETTING, the\ntable driving both migrate_env_to_db (first-boot seed) and the\nPOST /settings/raw merge sync.\n\nThe raw-sync path runs on every desktop/web credential push and — via the web\nclient's saveMindsToken — on every scheduled\n[…]\n assert\nthe new invariant: /settings/raw syncs the credential + provider but leaves the\nmodel row unset while preserving the .env line on disk.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(settings): stop syncing .env model keys to the DB — CLI-only (ENG…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T22:32:13Z",
          "body_truncated": true,
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        },
        {
          "oid": "4ecc02394651a51368ca10527ad90dd759dded8c",
          "body": "feat(tools): slim request_credentials schema + data-vault instructions",
          "is_bot": false,
          "headline": "Merge pull request #185 from mindsdb/feat/slim-connector-tools",
          "author_name": "Max Abouchar",
          "author_login": "SailingSF",
          "committed_at": "2026-07-13T22:16:59Z",
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        },
        {
          "oid": "6ef9b9c620a09484be616500de00171f077a9447",
          "body": null,
          "is_bot": false,
          "headline": "fix: reject path-traversal segments in comments proxy",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-13T08:02:56Z",
          "body_truncated": false,
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        },
        {
          "oid": "4b0500cdd2324dcf44bc64a2c2bba7c8a0b57bee",
          "body": "Staging (Week of 06-07-22)",
          "is_bot": false,
          "headline": "Merge pull request #163 from mindsdb/staging",
          "author_name": "Hamish Fagg",
          "author_login": "hamishfagg",
          "committed_at": "2026-07-13T04:09:33Z",
          "body_truncated": false,
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        },
        {
          "oid": "20dc8bad43eea6dc5623951ef725c6fc5d96e066",
          "body": "…mission/update_form\n\n- request_credentials handler no longer tells the model to call\n  fetch_submission (unregistered tool); guidance now matches the\n  rewritten prompt's 'server saves on submit' contract.\n- _scrub_secret_values strips 'value' from password-type fields\n  (top-level and per-method) \n[…]\nrompt clause restored.\n- Delete the commented-out fetch_submission/update_form blocks in\n  tools.py and harness.py (git history preserves them).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(tools): address review — scrub secret values, drop dead fetch_sub…",
          "author_name": "Max Abouchar",
          "author_login": "SailingSF",
          "committed_at": "2026-07-11T00:49:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2c8c0f1add74002c82d95faa6d8686d2cbda03fc",
          "body": "The request_credentials tool schema (8.7k chars on the wire) and its\nDATA VAULT WORKFLOW prompt (2.9k chars) documented per-field details a model\nalready knows. Cut to the non-obvious contracts only (verbatim registry spec\npass-through, _connector_id, methods[]/PKCE shape, fence formatting,\nnever-echo-credentials): schema ~5k chars, prompt 1.3k chars.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tools): slim request_credentials schema + data-vault instructions",
          "author_name": "Max Abouchar",
          "author_login": "SailingSF",
          "committed_at": "2026-07-11T00:31:37Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "70a1d751640876971ba42bbf3ff38c3c6774cc32",
          "body": null,
          "is_bot": false,
          "headline": "derive run status from stream terminal record",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-10T16:56:58Z",
          "body_truncated": false,
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        },
        {
          "oid": "e8d3d3cfc8c4c89c82569c8c846395bff9abde1d",
          "body": null,
          "is_bot": false,
          "headline": "read run outcome from the stream terminal record",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-10T16:42:28Z",
          "body_truncated": false,
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        {
          "oid": "48c8a9361112dd18b0fa076259cf90b3dfd21a6b",
          "body": null,
          "is_bot": false,
          "headline": "fixes from ai code review",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-10T14:51:45Z",
          "body_truncated": false,
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        },
        {
          "oid": "2b1cebed1c6fd7ad1fc80344aed5d3d7c00a3bf4",
          "body": "…eeze)\n\nFollows the rename in mindsdb/github-actions#32. Caller filenames and workflow\nnames are unchanged; only the uses: target paths move.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Point callers at renamed reusable workflows (release-freeze/-pr/-unfr…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-10T00:01:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "75e2fdb3cf33a875cf68319bae71c681399dd934",
          "body": "Adds a top-level 'permissions: contents: read' block to each caller so the\nGITHUB_TOKEN is least-privilege (fixes CodeQL actions/missing-workflow-permissions).\nAll privileged operations run through the mindsdb-release-train App token, so\ncontents: read is sufficient for the callers.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Set explicit GITHUB_TOKEN permissions on release-train callers",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T23:47:16Z",
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          "is_coding_agent": true
        },
        {
          "oid": "9df5b36de89d3d8e9ce1b54d9d70b6c2e0a3e165",
          "body": "…orkflows\n\nReplaces the self-contained freeze/release-PR/unfreeze workflows and the\nset-branch-lock.js helper with ~15-line callers of the reusable workflows in\nmindsdb/github-actions (see mindsdb/github-actions#32). Workflow names are\npreserved so the workflow_run chain still fires.\n\nAuth now uses \n[…]\nvisioned\nstaging-freeze ruleset instead of round-tripping branch protection. The\nunfreeze caller carries the merged-release-PR + fork-PR guard.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Refactor release-train workflows to thin callers of shared reusable w…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T23:37:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "be5e0a262667e9860935d49114680d26a888e092",
          "body": "…trand attachments (#182)\n\n* fix(files): key attachment purposes by conversation id only (ENG-338)\n\nRenaming a project stranded every attachment already uploaded to its\nconversations: the purpose tag embedded the mutable project name\n(attachment:{project}:{session}) and renames never relinked existi\n[…]\nards it;\n  the one-key dict was shape without consumers).\n\nSuite: 407 passed.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ENG-338: key attachment purposes by conversation id — renames can't s…",
          "author_name": "Alejandro Cantu",
          "author_login": "alecantu7",
          "committed_at": "2026-07-09T22:24:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4ccccd0f5ba57a15c12923496d079a3d7e368e8b",
          "body": "fix(skills): directory-junction fallback for Windows non-admin symlinks (WinError 1314)",
          "is_bot": false,
          "headline": "Merge pull request #184 from mindsdb/fix/windows-skill-link-junctions",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T21:53:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f6c6319921e0bf84690bf7c95f924a8b733837f",
          "body": "…ileges\n\nOn Windows a non-admin user without Developer Mode cannot create symlinks:\nPath.symlink_to raises OSError [WinError 1314] \"A required privilege is not\nheld by the client\". This crashed server boot — reconcile_all() in\nrun_dev_setup() propagated the raise, so the FastAPI lifespan startup abo\n[…]\n so it can never abort server startup again.\n\nAdds regression tests: link round-trip + \"one unlinkable skill doesn't abort\nthe full reconcile\".\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(skills): fall back to directory junctions when symlinks need priv…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T21:25:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "aefad09760a859f247f3254e8b72291c2473d8d2",
          "body": "…to a locked model (ENG-597) (#167)\n\n* feat(settings): tier-aware model defaults — free tier never defaults to a locked model (ENG-597)\n\nMindsHub now gates models per plan tier: a free-tier key gets sonnet/haiku\n(the canonical minds-cloud planning/coding defaults) as enabled:false from\n/v1/models, s\n[…]\nhy this slipped).\n\nSuite: 332 passed, ruff clean.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(settings): tier-aware model defaults — free tier never defaults …",
          "author_name": "Alejandro Cantu",
          "author_login": "alecantu7",
          "committed_at": "2026-07-09T17:49:41Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dd0f389c1e363bf7b145581810d4d1e295c7e963",
          "body": null,
          "is_bot": false,
          "headline": "fix for project files for gdrive files",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-09T16:59:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49efc6c8e819c60dfdb71a143e85e15bd1fa4ff8",
          "body": "* fix: restore _stream compat method and fix NOT NULL migration (staging)\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* fix: remove dead _stream method from ResponsesHandler\n\n_stream had zero callers after the rebase onto staging — the streaming\npath runs through _produce()/buffer, a\n[…]\n-of-band.\n\n---------\n\nCo-authored-by: sejuba <sejuba@7a:37:83:36:3f:61.home>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>\nCo-authored-by: Konstantin Sivakov <konstantin.sivakov@gmail.com>",
          "is_bot": false,
          "headline": "fix: add migration guard for pre-Alembic DBs (staging) (#86)",
          "author_name": "Michael Olayemi Olawepo",
          "author_login": "sejubar",
          "committed_at": "2026-07-09T16:27:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "56f1d1ed83c01cb77ff0bd02b1c3cfdfd4f02523",
          "body": null,
          "is_bot": false,
          "headline": "added file picker",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-09T16:19:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "46d863bef3e3420632868d1cfbfcc5b4f2729080",
          "body": null,
          "is_bot": false,
          "headline": "trigger langfuse on turns",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-09T15:19:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b30ac1b79ae043f8b490323f69a5d1260dfbc856",
          "body": null,
          "is_bot": false,
          "headline": "record canceled runs and expose correct flags for the api",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-09T15:11:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef096337c719ee66a91dfbffe76b589e8f25c70f",
          "body": null,
          "is_bot": false,
          "headline": "fix(comments): don't show orphan notice for intentional general comments",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-09T15:06:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "043f4b3e0240771d592e14e512db33b843af1947",
          "body": null,
          "is_bot": false,
          "headline": "register ds vars for scrubbing",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-09T14:23:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e68b1e25ab9d06f345a0294de6ac34dc22e5ec2b",
          "body": null,
          "is_bot": false,
          "headline": "feat(comments): report hidden/orphan anchor state from the marker layer",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-09T14:12:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "475a13d8c3dbecdc14d909cfe131778328b37a29",
          "body": null,
          "is_bot": false,
          "headline": "skip cron when success",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-09T13:59:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da073bd172b39b602ebfb891a0adbb2c8358c799",
          "body": "- Replace the injected iframe layer with the redesigned commenter chrome:\n  teal droplet pins, white thread popover, grow-from-pill composer, custom\n  pin cursor, gap-space element hit-testing, Alt-to-expand selection\n- Keep it credential-free: the layer posts intents over postMessage; the\n  renderer holds creds, performs every API call, and pushes the thread list\n- English confirm copy for delete\n- Update layer tests for the redesigned protocol",
          "is_bot": false,
          "headline": "feat(comments): redesigned on-artifact comment layer (injected)",
          "author_name": "Hazem Aboelsoud",
          "author_login": "hazemahmedx0",
          "committed_at": "2026-07-09T12:09:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84122a55f419c220ab1471fbe3f153b013428b55",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'staging' into google_picker_api",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-09T11:07:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "016276c02af3beab2183c4023c2b1f2dee1fe174",
          "body": "stop false \"Unpublished changes\" badge on fullstack artifacts",
          "is_bot": false,
          "headline": "Merge pull request #134 from mindsdb/fix/false-unpublished-changes",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-09T08:45:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a6203a4a7e6ad6a86bbb108f636908ad3bf4efb8",
          "body": "…) (#168)\n\n* feat(turn-errors): map model-403s (model_access_denied / model_disabled) to distinct codes + extras (ENG-598)\n\nWhen the gateway rejects the requested MODEL (plan tier gate or admin kill\nswitch), the turn died as a generic anton_error — \"An unexpected error\noccurred\" — with no hint that \n[…]\nched — not\nin scope, present before this change.)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(turn-errors): map model-403s to distinct codes + extras (ENG-598…",
          "author_name": "Alejandro Cantu",
          "author_login": "alecantu7",
          "committed_at": "2026-07-09T01:06:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e13717db8c41c10b7a4c3e3bf3ab4eea3ef265d2",
          "body": "feat: single COWORK_HOME data root for full per-build isolation",
          "is_bot": false,
          "headline": "Merge pull request #174 from mindsdb/feat/cowork-home-data-root",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T01:01:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "82a1da968a3cc5f465b36bb50a3341d719941564",
          "body": "fix: fail legibly when the database is ahead of this build (ENG-324)",
          "is_bot": false,
          "headline": "Merge pull request #173 from mindsdb/fix/migration-mismatch-guard",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T23:57:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a2b5cd0a06ab57f6e0d397ffb55ab2c1555a958b",
          "body": "The .env search chain kept ~/.anton/.env regardless of COWORK_HOME, so an\nisolated (preview/stable) build still read any value living there that its\nown .env didn't set. A path var in the legacy file (DATABASE_URI,\nMASTER_KEY_PATH, COWORK_PROJECTS_DIR, ...) would resolve every build back\nonto the sa\n[…]\ntion\nexists to prevent. Consult ~/.anton/.env only for the default (prod) home;\nan isolated build reads only <COWORK_HOME>/.env and local .env.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: don't inherit legacy ~/.anton/.env in isolated builds",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T23:28:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "62448aaf8ec5231a25018c5455fc5738fd6f5ded",
          "body": "Replaces the single weekly-merge workflow with the freeze/release-PR/unfreeze\nlifecycle established in mindshub_inference#319: staging-freeze locks staging\non a weekly cron, weekly-merge-staging opens the staging->main release PR, and\nstaging-unfreeze unlocks staging when the release PR merges. Branch-protection\nchanges go through a shared set-branch-lock.js helper using RELEASE_AUTOMATION_TOKEN.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add weekly release cycle workflows (freeze, release PR, unfreeze)",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T21:57:27Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b8c709be15b164eba3a8869c34d1713ac3d1088d",
          "body": "Introduce cowork.common.paths.cowork_home() — a single data root (default\n~/.cowork, overridable via the COWORK_HOME env var) that every cowork path\nderives from: the SQLite DB, projects, files, skills, memory, streams, the\nconnector vault, the master key, oauth state, the .env, and the anton/hermes\n[…]\nATH, …)\nkeep their precedence over the derived default. Default behavior (unset\nCOWORK_HOME) is unchanged: everything resolves under ~/.cowork.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: single COWORK_HOME data root for full per-build isolation",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T21:50:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "27fcc8439a587c38f747e1af2f1f87f783739c41",
          "body": "fix(server): remove Python 3.12-only f-string syntax that crashes import on 3.11",
          "is_bot": false,
          "headline": "Merge pull request #169 from mindsdb/fix/server-python312-import-crash",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T21:34:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4321fc98d42f3c197d16c97db1c372113035d7a2",
          "body": "…7) (#143)\n\n* add guard around the key reveal\n\n* test(settings): cover loopback guard on reveal-key + /raw (ENG-457)\n\nTests for _require_local: allows 127.0.0.1/::1, 403s any other peer (incl.\n0.0.0.0 and a None client), and reveal-key / GET-raw reject a non-local\ncaller before touching the DB/env.\n\n[…]\npasses the guard.\n\nFull suite green (287 passed).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(settings): restrict reveal-key + /raw to loopback callers (ENG-45…",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-08T21:05:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1d1e5a7539e8f855ec42599a63d5405d6fcae7f4",
          "body": "setup_logging() clears all root handlers and calls logging.basicConfig(\nforce=True), reconfiguring application-wide logging as a side effect of\nimporting cowork/db/migrations.py (order-dependent clobbering), and\nreturns a logger named cowork.common.logger rather than this module.\nUse logging.getLogger(__name__) like the rest of the codebase.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: use module logger instead of setup_logging() at import",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T20:32:50Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a2c24e907a439011a619585f6dd02e36aca346f3",
          "body": "…177)\n\n* feat(channels): channel-aware support-mode prompt via ChannelContext (ENG-591)\n\nChannel turns previously ran the identical harness build as desktop turns,\nso the system prompt steered the model toward desktop-UI affordances.\nThread a ChannelContext (channel_type, is_group, display_name) fro\n[…]\nmention fallback so\n@antonbot doesn't answer a mention aimed at @antonbotdev.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ENG-591: channel-aware support mode + working group mention-gating (#…",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-08T17:41:21Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1ba44ffcde9b4daadc7ab6d4c1a2089be26164e3",
          "body": "feat: configurable CORS allowed origins (localhost-only default)",
          "is_bot": false,
          "headline": "Merge pull request #112 from mindsdb/feat/cors-configurable-origins",
          "author_name": "Jorge Torres",
          "author_login": "torrmal",
          "committed_at": "2026-07-08T15:44:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a74f5a525a24c8fd928b43a5de3b11c95a62acc7",
          "body": null,
          "is_bot": false,
          "headline": "switched anton-agent to main",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-08T15:06:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ebf3a59f4b6c63205af456467d166c8e27ddcee4",
          "body": null,
          "is_bot": false,
          "headline": "gdrive connector with google picker api",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-08T15:04:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27e130de722eed158b2356184d5badeb34a60dfd",
          "body": "* Detach the channel from project on the /new command\n\n* adress comments on the PR\n\n---------\n\nCo-authored-by: Lucas Koontz <lucas.emanuel.koontz@gmail.com>",
          "is_bot": false,
          "headline": "Channels and projects (#164) (#166)",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-08T14:37:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3eb82c09e8fde398988b0f7a0aa218c5538fc440",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'staging' into feat/cors-configurable-origins",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-08T14:00:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f0637106cf88eff30728d5e723136f8330e6bec",
          "body": "…eposition on DOM changes",
          "is_bot": false,
          "headline": "fix(comments): hide artifact markers for hidden/removed anchors and r…",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-08T12:54:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "74d2c5449fe3f780f48e3359135e3f4e17f00584",
          "body": null,
          "is_bot": false,
          "headline": "feat(comments): proxy PATCH/DELETE + on-artifact layer edit/delete",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-08T12:37:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d7b5d69cd908e61165ac0585f89adea916eb224",
          "body": "Feat/eng 563 scheduler update",
          "is_bot": false,
          "headline": "Merge pull request #161 from mindsdb/feat/eng-563-scheduler-update",
          "author_name": "Andrey",
          "author_login": "ea-rus",
          "committed_at": "2026-07-08T08:43:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be4201ccba12a4501a8a3518a939b73270917e70",
          "body": "When a newer app advances the schema and an older build is then opened\nagainst the same database, `command.upgrade(head)` fails deep inside\nAlembic with an opaque \"Can't locate revision identified by '<rev>'\"\nand the server never starts.\n\nDetect the condition up front: compare the revision(s) record\n[…]\n preview builds of different\nages sharing cowork-preview.db, or a prod downgrade) into an actionable\nmessage instead of a silent startup crash.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: fail legibly when the database is ahead of this build (ENG-324)",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T00:07:15Z",
          "body_truncated": true,
          "is_coding_agent": true
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          {
            "key": "abandonment",
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        ],
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        "weight": 0.18,
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                "key": "forks",
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                      "count": 5
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                "key": "watchers",
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          },
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            "key": "community_health",
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            "notes": [],
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                "key": "license",
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                  },
                  {
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            "notes": [
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            "value": 61,
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                "key": "registry_dependents",
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      {
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        "weight": 0.24,
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            "note": null,
            "notes": [],
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                "key": "bus_factor",
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                    "code": "top_contributor_share",
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                      "share": 24
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                "max_points": 22.5
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                "key": "contributor_breadth",
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                "status": "met",
                "details": [
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                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
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                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
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            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
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            "inputs": {
              "merged_prs": 178,
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              "issue_closed_ratio": 1,
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                "key": "issue_resolution",
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                      "share": 100
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                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "178/219 decided PRs merged",
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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                "detail": "Found 12/13 approved changesets -- score normalized to 9",
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                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "followers": 1416,
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              "is_verified": null,
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            "components": [
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                "key": "ownership_backing",
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                "details": [
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                    "code": "owner_organization",
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                "max_points": 30
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              {
                "key": "verified_domain",
                "name": "Verified domain",
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                "points": 0,
                "status": "missed",
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                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,416 followers of mindsdb",
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                "details": [
                  {
                    "code": "owner_followers",
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                      "count": 1416,
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                ],
                "max_points": 25
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              {
                "key": "track_record",
                "name": "Track record",
                "detail": "57 public repos, account ~8 yr old",
                "points": 24.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
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                      "count": 57
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                    "code": "account_age_years",
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                "max_points": 25
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          {
            "key": "package_maintenance",
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            "note": null,
            "notes": [],
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            "inputs": {
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            "components": [
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                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
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                "details": [
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                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 3 days ago",
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                "details": [
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                    "code": "publish_recency",
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                "max_points": 35
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              {
                "key": "version_history",
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                "detail": "51 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "published_versions",
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                      "count": 51
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                  }
                ],
                "max_points": 20
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              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
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        "name": "Engineering Quality",
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        "weight": 0.2,
        "metrics": [
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            "key": "engineering_practices",
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            "note": null,
            "notes": [],
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              "has_editorconfig": false,
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                "key": "ci_workflows",
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                    "code": "ci_workflows",
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              },
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                "key": "tests_present",
                "name": "Tests present",
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              },
              {
                "key": "linter_config",
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              },
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                "key": "pre_commit_hooks",
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              },
              {
                "key": "editorconfig",
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              },
              {
                "key": "openssf_scorecard_ci_tests",
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            ]
          },
          {
            "key": "documentation",
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            "notes": [],
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            "inputs": {
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            "components": [
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                "key": "readme",
                "name": "README",
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              },
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                "key": "documentation_directory",
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              },
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            ]
          }
        ],
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        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
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            "key": "security_posture",
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              {
                "code": "excluded_no_data",
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                }
              },
              {
                "code": "weights_renormalized",
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              {
                "code": "jurisdiction_posture_adjustment",
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              }
            ],
            "value": 28,
            "inputs": {
              "source": "openssf_scorecard",
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              "scorecard_version": "v5.5.0",
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              "security_posture_before_jurisdiction": 55
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            "components": [
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                "key": "binary_artifacts",
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              },
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                "key": "branch_protection",
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                "points": 0,
                "status": "excluded",
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                    "params": {}
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                ],
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              },
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                "key": "ci_tests",
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              },
              {
                "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 12/13 approved changesets -- score normalized to 9",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 18 contributing companies or organizations",
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                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "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 1",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "14 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Matched the pypi:cowork-server@0.26.7.27.3 runtime dependency closure — what installing the published package pulls in — 103 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:cowork-server@0.26.7.27.3",
                  "assessed": 103
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 61,
            "inputs": {
              "source": "osv",
              "advisories": 30,
              "affected_packages": 2,
              "assessed_packages": 103,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1, high 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: hermes-agent 0.17.0 (high 7.3)",
                "points": 14.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "hermes-agent 0.17.0 (high 7.3)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "1 affected: pillow 12.2.0 (critical 9.1)",
                "points": 6.8,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "pillow 12.2.0 (critical 9.1)"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "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": 103,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "moderate",
            "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": 50,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": true,
              "exposures": [
                {
                  "role": "top_contributor",
                  "count": 2,
                  "country": "Russia"
                }
              ],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 12
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "Russia: top_contributor (2)",
                "points": 50,
                "status": "partial",
                "details": [
                  {
                    "code": "jurisdiction_exposure",
                    "params": {
                      "role": "top_contributor",
                      "count": 2,
                      "country": "Russia"
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 50,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 33,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.616,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "61 of 99 human commits state their intent (structured subject or explanatory body)",
                "points": 32.9,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 61,
                      "sampled": 99
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.25,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "25 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 25,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 55763,
              "source_files_sampled": 234,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/234 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 234,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-30T21:49:23.960358Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mindsdb/cowork-server.svg",
  "full_name": "mindsdb/cowork-server",
  "license_state": "standard",
  "license_spdx": "AGPL-3.0"
}

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

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

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