Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 2.3.1 · 2026-07-28 09:58 UTC

open-webui / oikb

Sync anything to Open WebUI Knowledge Bases

PythonMIT★ 225 зірок⑂ 42 форкиз трав. 2026 р.Переглянути на GitHub ↗
ТипБібліотекаМережевий сервісІнструмент командного рядкаяк це визначено

open-webui/oikb має індекс здоров’я 54 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (64/100), найнижчий — AI Readiness (30/100). Останнє оновлення було 10 днів тому. Більшість нещодавньої роботи виконує один учасник.

54
загалом / 100
Помірний

Індекс здоров'я програмного забезпечення

Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє зважене середнє, відкаліброване за розподілом публічного реєстру, тож діапазони мають перцентильний зміст; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 34 («У зоні ризику»).

54
Винятковий93-100Верхній щабель реєстру (≈ топ-5%); відповідає практично всім перевіреним критеріям
Відмінний80-92Сильний за всіма напрямами; незначні прогалини
Добрий65-79Здоровий; прогалини обмежені та керовані
Помірний50-64Прийнятний, але з помітними прогалинами; рекомендовано перевірку
Слабкий35-49Суттєві недоліки в кількох сферах
У зоні ризику20-34Суттєві слабкі місця; впровадження потребує обережності
Критичний1-19Серйозні 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.

Зважений загальний бал 53 калібровано до 54 за шкалою опублікованого індексу (калібрування реєстру 2026-08-02).

Власність

Open WebUIОрганізація
5 113 підписників25 публічних репозиторіївз січ. 2024 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
PyPIoikb0.4.08 9612110 днів тому

Метрики за категоріями

Життєздатність

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

64Помірний · 21% загального індексу
Як обчислюється оцінка
28.8/36Свіжість push — останній push 10 дн. тому
3.5/36Ритм комітів — 5/52 тижнів із комітами
15/18Обсяг комітів — 46 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_year46
human_commit_share1
days_since_last_push10
active_weeks_last_year5
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 22 релізів
36/36Свіжість релізів — останній реліз 10 дн. тому
27/27Ритм релізів — реліз кожні ~6,4 дн.
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Використані вхідні дані
releases_count22
latest_release_tagv0.4.0
releases_from_tagsні
days_since_latest_release10
mean_days_between_releases6,4

Спільнота та впровадження

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

55Помірний · 17% загального індексу
Як обчислюється оцінка
38.1/60Зірки — 225 зірок
13.4/25Форки — 42 форків
0/15Спостерігачі — 2 спостерігачів
Використані вхідні дані
forks42
stars225
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
readme_badges
has_contributingні
has_issue_templateні
has_code_of_conductні
readme_badge_services
has_pull_request_templateні
Як обчислюється оцінка
52.7/80Щомісячні завантаження — 8 961 завантажень/місяць у pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagesoikb
dependents
ecosystemspypi
total_downloads
monthly_downloads8 961
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?

54Помірний · 23% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
4.4/22.5Розподіл комітів — головний контриб’ютор — автор 80% комітів
9.5/13.5Широта контриб’юторів — 7 контриб’юторів
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Використані вхідні дані
bus_factor1
contributors_sampled7
top_contributor_share0,804
Як обчислюється оцінка
8.4/42Вирішення issue — закрито 20% issue
15.9/30Прийняття PR — злито 9/17 вирішених PR
0/13Newcomer PR acceptance — за 30 дн. не вирішено жодного PR від новачка
4.5/15OpenSSF Scorecard: Code-Review — Found 9/29 approved changesets -- score normalized to 3
Використані вхідні дані
merged_prs9
open_issues44
closed_issues11
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0,2
closed_unmerged_prs8
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Виключено з оцінювання (немає даних або не застосовно): newcomer_pr_acceptance. Залишкові ваги перенормовано.
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
25/25Охоплення власника — 5 113 підписників у open-webui
15.3/25Послужний список — 25 публічних репозиторіїв, вік облікового запису ~2 р.
Використані вхідні дані
followers5 113
owner_typeOrganization
is_verified
owner_loginopen-webui
public_repos25
account_age_days910

Супровід пакетів

100Винятковий
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 10 дн. тому
20/20Історія версій — 21 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesoikb
ecosystemspypi
any_deprecatedні
min_days_since_publish10

Інженерна якість

Чи наявні базові інженерні практики та документація?

48Слабкий · 19% загального індексу

Інженерні практики

24У зоні ризику
Як обчислюється оцінка
24/24Процеси CI — 3 процес(ів) CI
0/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 9 merged PRs checked by a CI test -- score normalized to 0
Використані вхідні дані
has_ciтак
has_testsні
has_editorconfigні
has_linter_configні
has_precommit_configні

Документація

85Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
0/15Сайт документації / домашня сторінка
10/10Опис репозиторію
10/10Теми — 1 тем
10/10Wiki
Використані вхідні дані
topicsopen-webui
has_wikiтак
homepage
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

47Слабкий · 16% загального індексу

Стан безпеки

34У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 0 out of 9 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
2.2/7.5Code-Review — Found 9/29 approved changesets -- score normalized to 3
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate3,4
Як обчислюється оцінка
35/35Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень
25/25Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень
0/40Немає задавнених сповіщень — жодне сповіщення не має дати публікації
Використані вхідні дані
sourceosv
advisories0
affected_packages0
assessed_packages31
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Виключено з оцінювання (немає даних або не застосовно): Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено з runtime-замиканням залежностей pypi:oikb@0.4.0 — тим, що тягне за собою встановлення опублікованого пакета, — 31 пакетів. Досяжність не аналізується.

Готовність до ШІ

Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Має свідомо малу вагу (4%): агентний інструментарій — реальний сигнал супроводу, але репозиторій без нього все одно може отримати 100/100.

30У зоні ризику · 4% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 38 з 46 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,826
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
0/18Розгортання однією командою
0/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
0/11Статична перевірка типів
10/10Відтворюване середовище — Dockerfile
4.3/10Підтверджена практика роботи з агентами — 1 з останніх 46 комітів створено агентом або з його зазначенням
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsні
lockfiles
has_dockerfileтак
typed_languageні
bootstrap_files
has_devcontainerні
has_linter_configні
typecheck_configs
agent_commit_share0,022
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
0/45Типізований код — Python без конфігурації перевірки типів
55/55Керовані розміри файлів — 0/60 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes40 852
source_files_sampled60
oversized_source_files0

Ключові факти

225зірок GitHub
7контриб'юторів
46комітів за останні 12 місяців
10днів від останнього пушу
22релізів
1бас-фактор
44відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

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

Докладніше

Історія зірок і форків 0 ★ / 42 ⇿
0Зірки
42Форки
2Релізи

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.

010203040504132026-052026-062026-07
Мажорні 0Мінорні 1Патчі 1
OpenSSF Scorecard 3.4 / 10
3.4сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-28 09:58 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 9 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 9/29 approved changesets -- score normalized to 3
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Прямі залежності 9
РеєстрПакетОбмеження версіїМаніфест
PyPIclick>=8.1pyproject.toml
PyPIcroniter>=2.0pyproject.toml
PyPIhttpx>=0.27pyproject.toml
PyPIprometheus-client>=0.20pyproject.toml
PyPIpyyaml>=6.0pyproject.toml
PyPIrich>=13.0pyproject.toml
PyPIwatchdog>=4.0pyproject.toml
PyPIfastapi>=0.115pyproject.toml
PyPIuvicorn>=0.30pyproject.toml
Усі залежності не зібрано

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

Сповіщення про залежності 0

Встановлення pypi:oikb@0.4.0 тягне 31 пакетів, прямих і транзитивних: 0 мають відомі сповіщення, з них 0 — прямі залежності.

Жодне відоме сповіщення не стосується оцінених залежностей.

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

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [
        "open-webui"
      ],
      "is_fork": false,
      "size_kb": 186,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Python": 298425,
        "Dockerfile": 1192
      },
      "pushed_at": "2026-07-17T20:58:35Z",
      "created_at": "2026-05-20T08:35:16Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-27T11:22:47Z",
      "description": "Sync anything to Open WebUI Knowledge Bases",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://openwebui.com",
      "name": "Open WebUI",
      "type": "Organization",
      "login": "open-webui",
      "company": null,
      "location": null,
      "followers": 5113,
      "avatar_url": "https://avatars.githubusercontent.com/u/158137808?v=4",
      "created_at": "2024-01-30T07:00:54Z",
      "is_verified": null,
      "public_repos": 25,
      "account_age_days": 910
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2026-07-17T20:58:35Z"
        },
        {
          "tag": "v0.3.6",
          "kind": "patch",
          "published_at": "2026-05-28T21:25:17Z"
        },
        {
          "tag": "v0.3.5",
          "kind": "patch",
          "published_at": "2026-05-21T09:53:35Z"
        },
        {
          "tag": "v0.3.4",
          "kind": "patch",
          "published_at": "2026-05-21T09:48:03Z"
        },
        {
          "tag": "v0.3.3",
          "kind": "patch",
          "published_at": "2026-05-21T09:32:24Z"
        },
        {
          "tag": "v0.3.2",
          "kind": "patch",
          "published_at": "2026-05-21T09:17:55Z"
        },
        {
          "tag": "v0.3.1",
          "kind": "patch",
          "published_at": "2026-05-21T09:12:14Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2026-05-21T09:07:07Z"
        },
        {
          "tag": "v0.2.9",
          "kind": "patch",
          "published_at": "2026-05-21T08:59:46Z"
        },
        {
          "tag": "v0.2.8",
          "kind": "patch",
          "published_at": "2026-05-21T08:53:59Z"
        },
        {
          "tag": "v0.2.7",
          "kind": "patch",
          "published_at": "2026-05-21T08:49:40Z"
        },
        {
          "tag": "v0.2.6",
          "kind": "patch",
          "published_at": "2026-05-21T08:45:13Z"
        },
        {
          "tag": "v0.2.5",
          "kind": "patch",
          "published_at": "2026-05-21T08:40:51Z"
        },
        {
          "tag": "v0.2.4",
          "kind": "patch",
          "published_at": "2026-05-21T08:10:57Z"
        },
        {
          "tag": "v0.2.3",
          "kind": "patch",
          "published_at": "2026-05-21T08:01:43Z"
        },
        {
          "tag": "v0.2.2",
          "kind": "patch",
          "published_at": "2026-05-21T06:16:24Z"
        },
        {
          "tag": "v0.2.1",
          "kind": "patch",
          "published_at": "2026-05-20T19:07:44Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2026-05-20T18:59:08Z"
        },
        {
          "tag": "v0.1.3",
          "kind": "patch",
          "published_at": "2026-05-20T18:13:52Z"
        },
        {
          "tag": "v0.1.2",
          "kind": "patch",
          "published_at": "2026-05-20T09:59:57Z"
        },
        {
          "tag": "v0.1.1",
          "kind": "patch",
          "published_at": "2026-05-20T09:42:52Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2026-05-20T09:19:34Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "f99d2e66e7c0a24e5fe336a0242d5b334f979af6",
          "body": null,
          "is_bot": false,
          "headline": "refac",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-07-17T20:16:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1287e660b0710bc439d7bdd4b36db5f7f970fc05",
          "body": null,
          "is_bot": false,
          "headline": "refac",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-07-17T19:56:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6158eefb40df8d21a75cfb8b4509d6d82071953a",
          "body": null,
          "is_bot": false,
          "headline": "refac",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-07-17T19:50:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee3f84bb7b12989db20fce3e9b85fa4b313ac270",
          "body": null,
          "is_bot": false,
          "headline": "refac",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-07-17T19:45:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b7be954c58d1ab17149f5507dc26135a187eda5",
          "body": "The Drive API does not return items from Shared Drives (formerly Team\nDrives) unless requests opt in with supportsAllDrives and\nincludeItemsFromAllDrives. Without them, syncing a folder inside a\nShared Drive listed no files and reported \"nothing to do\", even with\ncorrect service-account permissions.\n[…]\nd _find_file,\nand pass supportsAllDrives to the file get/get_media download calls so\nShared Drive files can be fetched.\n\nFixes #52\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: support Google Shared Drives in gdrive connector (#72)",
          "author_name": "Joel Christ",
          "author_login": "joelchrist",
          "committed_at": "2026-07-17T19:41:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "33758a124ae363fc16adb030b590198b5ce0a178",
          "body": null,
          "is_bot": false,
          "headline": "refac",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-07-17T19:40:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf6591217026834d82c96f5134503eedfeb9bfe3",
          "body": "While syncing a Nextcloud source, a single missing folder currently aborts the entire sync process:\r\n\r\nPROPFIND ... failed: HTTP 404\r\n\r\nThis can happen when:\r\n\r\na configured folder has been deleted or renamed;\r\na shared folder is no longer available;\r\npermissions change between sync runs.\r\n\r\nPropose\n[…]\nde 404 during folder traversal (_walk_folder).\r\nLog a warning indicating that the folder was skipped.\r\nContinue processing the remaining folders/files instead of failing the whole synchronization job.",
          "is_bot": false,
          "headline": "Handle missing Nextcloud folders gracefully (HTTP 404) (#50)",
          "author_name": "Mirko Ceroni",
          "author_login": "cero1988",
          "committed_at": "2026-07-17T19:28:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9f2f29a6e3418f07242a46a28d48c8632c038a8e",
          "body": "Previously, GitLab source parser used a simple split limit to extract the owner namespace and repository name (e.g. `source.split(\"/\", 2)`). This caused parsing failures for repositories located in nested subgroups (e.g., `gitlab:group/subgroup/project/docs/api`), as the subgroup path would get inco\n[…]\nlly identify the boundary between the project path and the repository file path.\n3. Merging paths safely and falling back to the default split behavior if the API check fails or the client is offline.",
          "is_bot": false,
          "headline": "fix(connectors/gitlab): resolve subgroup path parsing dynamically (#36)",
          "author_name": "Mateusz Hajder",
          "author_login": "mhajder",
          "committed_at": "2026-07-17T19:28:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "17ed5390476e14c1c67d8c419a54e69c4a9c2585",
          "body": "… resource leaks (#35)\n\nRefactors `SyncHistory` to use a `queue.Queue` connection pool instead of `threading.local()`.\n\nPreviously, connections tied to `threading.local()` in a background worker pool would remain open until the thread died, leading to a steady leak of open file descriptors and locke\n[…]\nrrent readers/writers via WAL) while strictly bounding the total number of open database connections.\n- Updated `close()` to gracefully drain the queue and explicitly terminate all pooled connections.",
          "is_bot": false,
          "headline": "fix(history): implement thread-safe connection pool for SQLite to fix…",
          "author_name": "Mateusz Hajder",
          "author_login": "mhajder",
          "committed_at": "2026-07-17T19:27:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ee9b9ed3fccec4cafbd38c423a82cb94969dbe4c",
          "body": "Resolve the file path and verify that it remains within the connector's root directory using `is_relative_to()`. Raises a `PermissionError` if a path traversal attempt is detected.",
          "is_bot": false,
          "headline": "fix(connectors/filesystem): prevent path traversal in read_file (#34)",
          "author_name": "Mateusz Hajder",
          "author_login": "mhajder",
          "committed_at": "2026-07-17T19:27:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "61721b1ad78b2990c566007088e1c7a2d34305ca",
          "body": null,
          "is_bot": false,
          "headline": "refac",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-07-17T19:12:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6d3752b2b0a1c59942c4502536507a227035ae12",
          "body": null,
          "is_bot": false,
          "headline": "refac",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-07-17T19:03:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2b227bf5a1f52f0c1b2d145531acfada21bc0a79",
          "body": "…n (#69)\n\nCo-authored-by: Miika Jukakoski <miika.jukakoski@teknoware.com>",
          "is_bot": false,
          "headline": "fix: implement pagination for JIRA issue retrieval using nextPageToke…",
          "author_name": "Miika Jukakoski",
          "author_login": "jukakoski",
          "committed_at": "2026-07-17T19:02:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "487e5e50bace9c969bae00fbf2531b5f24cde095",
          "body": "- Upgrade Docker base image to python:3.14-alpine3.23\n- Use Astral uv for multi-stage dependency installs and virtual env management\n- Switch to running under non-root appuser (UID/GID 1000)\n- Replace healthcheck curl command with wget to support Alpine\n- Update docker-compose examples in README.md and docs/guide.md",
          "is_bot": false,
          "headline": "feat(docker): migrate to alpine, harden container, and update docs (#37)",
          "author_name": "Mateusz Hajder",
          "author_login": "mhajder",
          "committed_at": "2026-07-17T19:00:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "443304642beaebd4f15ca1ce962c871c1f25107e",
          "body": "* feat: add Nextcloud connector\n\n* refactor: extract internal WebDAV client\n\n* fix: guard recursive WebDAV walk",
          "is_bot": false,
          "headline": "feat: add Nextcloud connector (#19)",
          "author_name": "Mouez",
          "author_login": "glonor",
          "committed_at": "2026-06-12T15:22:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bebc3a2b591c951353afb775b204beeadb1ec358",
          "body": "Change deprecated JIRA API endpoint to the current one for JQL",
          "is_bot": false,
          "headline": "Merge pull request #17 from expilu/patch-1",
          "author_name": "Tim Baek",
          "author_login": "tjbck",
          "committed_at": "2026-06-12T15:22:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb7c13ec6ad02eebcf41632804c3050f8553a530",
          "body": "/rest/api/3/search was deprecated, changes to the current /rest/api/3/search/jql",
          "is_bot": false,
          "headline": "Change JIRA API endpoint to use JQL",
          "author_name": "Daniel López Lacalle",
          "author_login": "expilu",
          "committed_at": "2026-06-03T11:21:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dcf241da7f4877cd8540d020b6e8478fc10279ef",
          "body": "Add SHAREPOINT_CERTIFICATE_PATH as a secure alternative to\nSHAREPOINT_CLIENT_SECRET for authenticating with SharePoint via\nMicrosoft Graph API.\n\n- JWT assertion flow using cryptography + PyJWT\n- SHAREPOINT_CERTIFICATE_PASSWORD for encrypted PEM keys\n- Mutual exclusivity validation (secret vs cert)\n- New optional extra: pip install oikb[sharepoint-cert]\n\nCloses #3",
          "is_bot": false,
          "headline": "feat: SharePoint certificate-based authentication (#3)",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-28T21:24:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04ccb30d7294dd065d26aba230d1d81df00af4fe",
          "body": "2KB inline HTML page, monospace, dark background. Polls /health\nevery 10s and renders source statuses with colored dots, last\nsync time, duration, file counts. Zero dependencies.",
          "is_bot": false,
          "headline": "0.3.5: minimal status dashboard at GET /",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T09:53:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "597bb6c9d9b6d5c951eea2cb1595bcac325a36aa",
          "body": "validate --deep pings Open WebUI API to verify connectivity, API key\nvalidity, and that each KB ID exists. Catches config errors before\ndeployment. Also applies defaults and env var interpolation in\nvalidate (was missing).\n\ndocker-compose.yaml updated from stale watch mode to production\ndaemon mode with healthcheck, LOG_FORMAT, and OIKB_API_KEY.",
          "is_bot": false,
          "headline": "0.3.4: validate --deep, fix stale docker-compose.yaml",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T09:47:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe3a94961fdc17bb0ec2d6de5582036b07c12878",
          "body": "docs/guide.md covers installation, basic usage, config file,\nall 44 connectors, filtering, daemon mode, scheduling, API,\nenterprise features (metrics, logging, notifications, locking),\ndeployment (Docker, Compose, GHA, k8s), CLI reference, and\ntroubleshooting. Linked from README.",
          "is_bot": false,
          "headline": "docs: comprehensive guide with tutorial, deployment, and reference",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T09:35:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "72d85d1eb71502b0250c0e1a32666626e7cb4507",
          "body": "…daemon)\n\nSimple path: pip install, export env vars, oikb sync ./docs --kb-id\nAdvanced path: oikb init → oikb daemon. No yaml needed for basic use.",
          "is_bot": false,
          "headline": "readme: split quick start into simple (one-liner) and advanced (yaml/…",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T09:30:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d0a6ae0c02777f781da79d3bd542bbc70c50cb9",
          "body": "Generates .oikb.yaml by prompting for source, KB ID, name, and\ninterval. Outputs next-step commands (validate, sync, daemon).\nUpdated README Quick Start to lead with init.",
          "is_bot": false,
          "headline": "0.3.3: oikb init interactive wizard",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T09:30:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "878e797b5fdd9fff9a09e77c67f79c096170d960",
          "body": "defaults: key in .oikb.yaml sets interval, concurrency, filter,\nnotify, etc. once for all entries — per-entry values override.\nDeep merges nested dicts. Added standalone docker run example\nand LOG_FORMAT=json to Docker Compose.",
          "is_bot": false,
          "headline": "0.3.2: global defaults key, Docker usage docs",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T09:17:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e047b33073d4071583f0114071a474e9b7269b4",
          "body": "- Per-KB asyncio.Lock prevents overlapping syncs from scheduler,\n  webhook, and API triggers running simultaneously\n- POST /sync/{id}?dry_run=true previews changes without uploading\n- ${VAR} and ${VAR:-default} interpolation in all .oikb.yaml strings\n  for GitOps workflows where secrets come from the runtime",
          "is_bot": false,
          "headline": "0.3.1: sync locking, dry-run API, env var interpolation",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T09:11:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3a8396e2c0ea5ac19750d77dabed21797c76e750",
          "body": "notify key in .oikb.yaml entries POSTs JSON to any HTTP endpoint on\nsync error. Includes a text field for native Slack incoming webhook\nsupport. Configurable: on: error (default) or on: always.",
          "is_bot": false,
          "headline": "0.3.0: webhook failure notifications",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T09:02:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1dd7918018c7a3b801770eeb939a532b6e3f8ba",
          "body": "filter.max-size in .oikb.yaml (or --max-file-size CLI flag) skips\nfiles exceeding the limit before they reach the diff endpoint.\nSupports human-readable sizes: 50mb, 1gb, 500kb. Warns per file.",
          "is_bot": false,
          "headline": "0.2.9: max-size filter to skip oversized files",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T08:59:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "beb5f4ec43c72a3c5b37446fe02337aa82ab409f",
          "body": "oikb daemon --log-format json (or LOG_FORMAT=json env var) outputs\none JSON object per line with ts, level, logger, msg, and optional\nsync-specific fields. Compatible with Datadog, Splunk, ELK,\nCloudWatch, and Loki.",
          "is_bot": false,
          "headline": "0.2.8: structured JSON logging for production deployments",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T08:53:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2aa721147bb6e370bac55a6f86107b01fcfcc99e",
          "body": "interval key now accepts both simple intervals (30m, 1h) and\nstandard cron expressions (0 6 * * 1-5). Auto-detected based on\nfield count — no config flag needed. Adds croniter>=2.0 dep.",
          "is_bot": false,
          "headline": "0.2.7: cron expression support for daemon scheduling",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T08:48:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6efcee9af80cb138bd6d4558fade3ac721585402",
          "body": "GET /metrics exposes sync counters (total, errors), duration\nhistogram, and file upload/delete counters — all labeled by source.\nIncludes oikb_info with build version. Adds prometheus-client dep.",
          "is_bot": false,
          "headline": "0.2.6: Prometheus metrics endpoint for daemon observability",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T08:43:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dae21fa4deaa3beb5c6a9eff471098a6c4152cd8",
          "body": "Spinner during scan/diff phases, progress bar with file count and\nelapsed time during uploads. Output goes to stderr, respects --quiet\n(daemon) and --verbose modes. Adds rich>=13.0 as core dependency.",
          "is_bot": false,
          "headline": "0.2.5: rich progress bars for sync operations",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T08:39:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e78291231b67af9cd5136681fa08f4287a43e96",
          "body": "…leanup\n\n- oikb validate: check .oikb.yaml without running syncs\n- --concurrency flag for opt-in parallel uploads (yaml: concurrency key)\n- 3x retry with exponential backoff on 5xx upload failures\n- Daemon now applies filter.include/filter.exclude (was silently ignored)\n- Connectors properly closed after sync via BaseConnector.close()\n- GitHub connector caches default branch (was hitting API per file)\n- Removed 30+ no-op optional deps that just re-declared httpx",
          "is_bot": false,
          "headline": "0.2.4: validate command, concurrent uploads, retry, daemon filters, c…",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T08:09:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7c3d36f1b508af75f2832ca980f62af2cbd05349",
          "body": "Drop the ambiguous 'routes' key from .oikb.yaml. Multi-KB from a\nsingle source is now done with multiple entries + filter.include.\nEvery entry is strictly source + kb-id, no branching logic.",
          "is_bot": false,
          "headline": "0.2.3: remove routes, simplify config to one entry = one KB",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T08:01:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3c8edaf93fd70caa9e71d24fdc1d8f487efc1da9",
          "body": null,
          "is_bot": false,
          "headline": "doc: readme",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T06:25:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e450c6ede400a9a511e427f7b2d172f45be8c0b7",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump v0.2.2 — named entries, /sync/{identifier} endpoint",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T06:15:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f588d8a63f1961041e5275fd5d390a8df1adccac",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump v0.2.1",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-20T19:07:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "86418bac289cef7a446cabec45acca537460891c",
          "body": "- Add env.py with _resolve_file_env for Docker secrets _FILE support\n- HTTPBearer + Depends(verify_api_key) per route instead of middleware\n- hmac.compare_digest for timing-safe key comparison\n- Health endpoints public, /history and /sync require auth",
          "is_bot": false,
          "headline": "refactor: mirror open-terminal auth pattern",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-20T19:04:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af83f4b4c8da374f58400c5303096a4b7317cdcd",
          "body": "Backward compatible — both sync: and sources: are accepted,\nsources: takes precedence.",
          "is_bot": false,
          "headline": "refactor: rename .oikb.yaml top-level key from sync: to sources:",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-20T18:58:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f3ca110358e54a9f7767d81f74f550d13c4c978c",
          "body": "Match ServiceNow's configurability: custom JQL, field selection,\nmarkdown/json format, and limit. Supports query string params:\n  jira:PROJ?jql=status=open&fields=summary,status&format=json&limit=50",
          "is_bot": false,
          "headline": "enhance: configurable fields, format, JQL for Jira connector",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-20T18:55:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff37b83b1497e8c1171d0548708d7c5226276b6b",
          "body": "…ters, OpenAPI tool server\n\n- oikb daemon: FastAPI scheduler with /health, /history, /sync endpoints\n- oikb history: local SQLite sync log with --json output\n- Webhooks: /webhooks/github, /webhooks/gitlab, /webhooks/slack, /webhooks/confluence\n- 13 new connectors: Document360, Slab, Outline, Google \n[…]\nters via filter.include / filter.exclude\n- Daemon doubles as OpenAPI tool server for Open WebUI\n- ServiceNow: configurable table, fields, format, query, limit\n- FastAPI + uvicorn now core dependencies",
          "is_bot": false,
          "headline": "feat: v0.2.0 — daemon, webhooks, history, 44 connectors, routing, fil…",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-20T18:53:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3ed5eade846beb1505751a266e738394d4309903",
          "body": null,
          "is_bot": false,
          "headline": "fix: align .oikb.yaml key to kb-id (v0.1.3)",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-20T18:13:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2fd9319ca526b5eaf35a36b2439df82d36498e45",
          "body": null,
          "is_bot": false,
          "headline": "fix: split messaging connectors by day for incremental sync (v0.1.2)",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-20T09:59:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08a1bd18596d67d5bd81ace24192e4d12bf9c901",
          "body": null,
          "is_bot": false,
          "headline": "doc: readme",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-20T09:50:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24ee149a4ad95b73685e38da36b6c21fb0e2dd2f",
          "body": "- 31 total connectors: GitLab, Bitbucket, GDrive, GCS, Azure Blob,\n  Dropbox, R2, Confluence, Notion, BookStack, Discourse, GitBook,\n  Guru, Slack, Discord, Teams, Gmail, Jira, Linear, Zendesk,\n  Freshdesk, Asana, ClickUp, Airtable, Salesforce, HubSpot,\n  SharePoint, Web Crawler\n- Renamed --kb to --kb-id for clarity\n- Updated README with 30+ connector showcase\n- Added Open WebUI 0.9.6+ version requirement",
          "is_bot": false,
          "headline": "feat: add 28 new connectors, rename --kb to --kb-id (v0.1.1)",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-20T09:42:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1996359a539663474cbe14b5509a7996f64e2e7d",
          "body": null,
          "is_bot": false,
          "headline": "doc: readme",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-20T09:20:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e3c59f1b03e2ff360ac36a47f7eedaaf54710054",
          "body": null,
          "is_bot": false,
          "headline": "init",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-20T09:19:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 22,
      "commits_last_year": 46,
      "latest_release_at": "2026-07-17T20:58:35Z",
      "latest_release_tag": "v0.4.0",
      "releases_from_tags": false,
      "days_since_last_push": 10,
      "active_weeks_last_year": 5,
      "days_since_latest_release": 10,
      "mean_days_between_releases": 6.4
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 37,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "oikb",
          "exists": true,
          "license": null,
          "keywords": [],
          "ecosystem": "pypi",
          "matches_repo": null,
          "registry_url": "https://pypi.org/project/oikb/",
          "is_deprecated": false,
          "latest_version": "0.4.0",
          "repository_url": null,
          "versions_count": 21,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 8961,
          "first_published_at": "2026-05-20T09:18:53.152866Z",
          "latest_published_at": "2026-07-17T22:10:20.811470Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 10
        }
      ]
    },
    "popularity": {
      "forks": 42,
      "stars": 225,
      "watchers": 2,
      "fork_history": {
        "days": [
          {
            "date": "2026-05-26",
            "count": 1
          },
          {
            "date": "2026-06-02",
            "count": 2
          },
          {
            "date": "2026-06-03",
            "count": 3
          },
          {
            "date": "2026-06-04",
            "count": 2
          },
          {
            "date": "2026-06-05",
            "count": 1
          },
          {
            "date": "2026-06-06",
            "count": 2
          },
          {
            "date": "2026-06-08",
            "count": 1
          },
          {
            "date": "2026-06-09",
            "count": 1
          },
          {
            "date": "2026-06-12",
            "count": 1
          },
          {
            "date": "2026-06-14",
            "count": 1
          },
          {
            "date": "2026-06-18",
            "count": 1
          },
          {
            "date": "2026-06-19",
            "count": 1
          },
          {
            "date": "2026-06-20",
            "count": 1
          },
          {
            "date": "2026-06-21",
            "count": 1
          },
          {
            "date": "2026-06-22",
            "count": 1
          },
          {
            "date": "2026-06-30",
            "count": 3
          },
          {
            "date": "2026-07-01",
            "count": 1
          },
          {
            "date": "2026-07-04",
            "count": 1
          },
          {
            "date": "2026-07-08",
            "count": 1
          },
          {
            "date": "2026-07-09",
            "count": 1
          },
          {
            "date": "2026-07-10",
            "count": 2
          },
          {
            "date": "2026-07-13",
            "count": 2
          },
          {
            "date": "2026-07-14",
            "count": 3
          },
          {
            "date": "2026-07-15",
            "count": 1
          },
          {
            "date": "2026-07-16",
            "count": 3
          },
          {
            "date": "2026-07-21",
            "count": 1
          },
          {
            "date": "2026-07-23",
            "count": 1
          },
          {
            "date": "2026-07-27",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 41,
        "total_forks": 42
      },
      "star_history": null,
      "open_issues_and_prs": 51
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 40852,
      "source_files_sampled": 60,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 31,
        "malicious_count": 0,
        "assessed_package": "pypi:oikb@0.4.0",
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "click",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=8.1"
        },
        {
          "name": "croniter",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.0"
        },
        {
          "name": "httpx",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.27"
        },
        {
          "name": "prometheus-client",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.20"
        },
        {
          "name": "pyyaml",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=6.0"
        },
        {
          "name": "rich",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=13.0"
        },
        {
          "name": "watchdog",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=4.0"
        },
        {
          "name": "fastapi",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.115"
        },
        {
          "name": "uvicorn",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.30"
        }
      ],
      "all_dependencies": {
        "error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
        "source": null,
        "packages": [],
        "collected": false,
        "truncated": false,
        "total_count": null,
        "direct_count": null,
        "indirect_count": null
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 7,
        "merged_prs": 9,
        "open_issues": 44,
        "closed_ratio": 0.2,
        "closed_issues": 11,
        "closed_unmerged_prs": 8
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "tjbck",
          "commits": 37,
          "avatar_url": "https://avatars.githubusercontent.com/u/25473318?v=4"
        },
        {
          "type": "User",
          "login": "mhajder",
          "commits": 4,
          "avatar_url": "https://avatars.githubusercontent.com/u/6783135?v=4"
        },
        {
          "type": "User",
          "login": "expilu",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/708265?v=4"
        },
        {
          "type": "User",
          "login": "joelchrist",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/11542720?v=4"
        },
        {
          "type": "User",
          "login": "jukakoski",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/52720967?v=4"
        },
        {
          "type": "User",
          "login": "cero1988",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/123188455?v=4"
        },
        {
          "type": "User",
          "login": "glonor",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/32065710?v=4"
        }
      ],
      "contributors_sampled": 7,
      "top_contributor_share": 0.804
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": false,
      "ci_workflows": [
        "docker.yml",
        "pypi.yml",
        "release.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 0,
            "reason": "0 out of 9 merged PRs checked by a CI test -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 3,
            "reason": "Found 9/29 approved changesets -- score normalized to 3",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 3,
            "reason": "project has 1 contributing companies or organizations -- score normalized to 3",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 0,
            "reason": "project was created within the last 90 days. Please review its contents carefully",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "f99d2e66e7c0a24e5fe336a0242d5b334f979af6",
        "ran_at": "2026-07-28T09:58:34Z",
        "aggregate_score": 3.4,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-17T20:58:39Z",
      "oldest_open_prs": [
        {
          "number": 12,
          "created_at": "2026-06-02T14:36:14Z",
          "last_comment_at": "2026-07-20T03:27:37Z",
          "last_comment_author": "seamon67"
        },
        {
          "number": 21,
          "created_at": "2026-06-03T16:37:56Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 28,
          "created_at": "2026-06-05T01:14:04Z",
          "last_comment_at": "2026-07-20T08:30:00Z",
          "last_comment_author": "FirstSanny"
        },
        {
          "number": 44,
          "created_at": "2026-06-08T17:56:18Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 46,
          "created_at": "2026-06-09T00:56:59Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 58,
          "created_at": "2026-06-18T08:06:35Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 61,
          "created_at": "2026-06-22T15:33:12Z",
          "last_comment_at": "2026-07-25T20:25:16Z",
          "last_comment_author": "thiswillbeyourgithub"
        }
      ],
      "last_merged_pr_at": "2026-07-17T19:41:26Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 4,
          "created_at": "2026-06-01T10:16:28Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 5,
          "created_at": "2026-06-01T12:31:32Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 9,
          "created_at": "2026-06-02T10:45:03Z",
          "last_comment_at": "2026-07-20T03:28:56Z",
          "last_comment_author": "seamon67"
        },
        {
          "number": 10,
          "created_at": "2026-06-02T12:26:39Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 11,
          "created_at": "2026-06-02T12:45:20Z",
          "last_comment_at": "2026-06-22T15:40:36Z",
          "last_comment_author": "thiswillbeyourgithub"
        },
        {
          "number": 18,
          "created_at": "2026-06-03T14:43:27Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 20,
          "created_at": "2026-06-03T14:55:46Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 23,
          "created_at": "2026-06-04T04:26:19Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 24,
          "created_at": "2026-06-04T04:26:21Z",
          "last_comment_at": "2026-06-05T20:42:48Z",
          "last_comment_author": "aprudnev"
        },
        {
          "number": 25,
          "created_at": "2026-06-04T18:45:45Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 29,
          "created_at": "2026-06-05T07:25:35Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 30,
          "created_at": "2026-06-05T11:10:03Z",
          "last_comment_at": "2026-06-09T09:45:41Z",
          "last_comment_author": "profoundvision"
        },
        {
          "number": 31,
          "created_at": "2026-06-05T13:59:18Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 33,
          "created_at": "2026-06-06T05:36:52Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 38,
          "created_at": "2026-06-08T07:03:35Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 39,
          "created_at": "2026-06-08T08:19:51Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 40,
          "created_at": "2026-06-08T09:08:48Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 41,
          "created_at": "2026-06-08T09:33:22Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 42,
          "created_at": "2026-06-08T14:25:24Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 43,
          "created_at": "2026-06-08T17:08:03Z",
          "last_comment_at": "2026-06-14T15:22:34Z",
          "last_comment_author": "ThyMajesty"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/open-webui/oikb",
    "host": "github.com",
    "name": "oikb",
    "owner": "open-webui"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": "The weighted overall 53 is calibrated to 54 on the published index scale (record calibration 2026-08-02).",
      "notes": [
        {
          "code": "overall_calibration",
          "params": {
            "raw": 53,
            "calibrated": 54,
            "calibration": "2026-08-02"
          }
        }
      ],
      "value": 54,
      "inputs": {
        "security": 47,
        "vitality": 64,
        "community": 55,
        "governance": 54,
        "calibration": "2026-08-02",
        "engineering": 48,
        "ai_readiness": 30,
        "weighted_overall_raw": 53
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "moderate",
        "name": "Vitality",
        "value": 64,
        "weight": 0.21,
        "metrics": [
          {
            "key": "development_activity",
            "band": "weak",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 47,
            "inputs": {
              "commits_last_year": 46,
              "human_commit_share": 1,
              "days_since_last_push": 10,
              "active_weeks_last_year": 5
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 10 days ago",
                "points": 28.8,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 10
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "5/52 weeks with commits",
                "points": 3.5,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 5
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "46 commits in the last year",
                "points": 15,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 46
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "releases_count": 22,
              "latest_release_tag": "v0.4.0",
              "releases_from_tags": false,
              "days_since_latest_release": 10,
              "mean_days_between_releases": 6.4
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "22 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 22
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 10 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 10
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~6.4 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 6.4
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "exceptional",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 55,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 52,
            "inputs": {
              "forks": 42,
              "stars": 225,
              "watchers": 2,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "225 stars",
                "points": 38.1,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 225
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "42 forks",
                "points": 13.4,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 42
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "2 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "good",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 66,
            "inputs": {
              "packages": [
                "oikb"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 8961
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "8,961 downloads/month across pypi",
                "points": 52.7,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 8961,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 54,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 26,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 7,
              "top_contributor_share": 0.804
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 80% of commits",
                "points": 4.4,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 80
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "7 contributors",
                "points": 9.5,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "at_risk",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 33,
            "inputs": {
              "merged_prs": 9,
              "open_issues": 44,
              "closed_issues": 11,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
              "prs_decided_30d": null,
              "issue_closed_ratio": 0.2,
              "closed_unmerged_prs": 8,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "20% of issues closed",
                "points": 8.4,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 20
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "9/17 decided PRs merged",
                "points": 15.9,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 9,
                      "decided": 17
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 9/29 approved changesets -- score normalized to 3",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "followers": 5113,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "open-webui",
              "public_repos": 25,
              "account_age_days": 910
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "5,113 followers of open-webui",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 5113,
                      "login": "open-webui"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "25 public repos, account ~2 yr old",
                "points": 15.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 25
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 2
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "oikb"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 10
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 10 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 10
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "21 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 21
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "weak",
        "name": "Engineering Quality",
        "value": 48,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "at_risk",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 24,
            "inputs": {
              "has_ci": true,
              "has_tests": false,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "0 out of 9 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "topics": [
                "open-webui"
              ],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "1 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "weak",
        "name": "Security",
        "value": 47,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 34,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 3.4
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "0 out of 9 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 9/29 approved changesets -- score normalized to 3",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:oikb@0.4.0 runtime dependency closure — what installing the published package pulls in — 31 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:oikb@0.4.0",
                  "assessed": 31
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 31,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "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": 31,
              "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": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 4
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 30,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "weak",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.826,
              "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": "38 of 46 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 38,
                      "sampled": 46
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "critical",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 14,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.022,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "1 of the last 46 commits agent-authored or agent-credited",
                "points": 4.3,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 46
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 40852,
              "source_files_sampled": 60,
              "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": "0/60 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 60,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "library",
        "network-service",
        "cli"
      ],
      "scores": {
        "cli": 4,
        "library": 6,
        "network-service": 4
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "dependencies",
          "label": "cli",
          "source": "dep:click",
          "weight": 4
        },
        {
          "tier": "dependencies",
          "label": "network-service",
          "source": "dep:fastapi",
          "weight": 4
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T09:58:47.478227Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/o/open-webui/oikb.svg",
  "full_name": "open-webui/oikb",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v2.3.1, схема v0.27.0 — повна методологія · вікі метрик.

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